{"id":42266,"date":"2025-12-18T14:07:11","date_gmt":"2025-12-18T22:07:11","guid":{"rendered":"https:\/\/www.pugetsystems.com\/?post_type=article&#038;p=42266"},"modified":"2025-12-18T14:07:17","modified_gmt":"2025-12-18T22:07:17","slug":"2025-professional-gpu-engineering-roundup","status":"publish","type":"article","link":"https:\/\/www.pugetsystems.com\/labs\/articles\/2025-professional-gpu-engineering-roundup\/","title":{"rendered":"2025 Professional GPU Engineering Roundup"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.pugetsystems.com\/labs\/articles\/2025-professional-gpu-engineering-roundup\/#Introduction\" >Introduction<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.pugetsystems.com\/labs\/articles\/2025-professional-gpu-engineering-roundup\/#Test_Setup\" >Test Setup<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.pugetsystems.com\/labs\/articles\/2025-professional-gpu-engineering-roundup\/#Revit\" >Revit<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.pugetsystems.com\/labs\/articles\/2025-professional-gpu-engineering-roundup\/#Inventor\" >Inventor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.pugetsystems.com\/labs\/articles\/2025-professional-gpu-engineering-roundup\/#SOLIDWORKS\" >SOLIDWORKS<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.pugetsystems.com\/labs\/articles\/2025-professional-gpu-engineering-roundup\/#PIX4Dmatic\" >PIX4Dmatic<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.pugetsystems.com\/labs\/articles\/2025-professional-gpu-engineering-roundup\/#Conclusion\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n\n<h2 class=\"wp-block-heading\" id=\"h-introduction\"><span class=\"ez-toc-section\" id=\"Introduction\"><\/span>Introduction<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>So far in 2025, we have seen the launch of over twenty new desktop GPUs. Although we covered most of them in dedicated reviews, one major area we have been missing is NVIDIA&#8217;s new RTX PRO\u2122 Blackwell series\u2014apart from our <a href=\"https:\/\/www.pugetsystems.com\/labs\/articles\/nvidia-rtx-pro-6000-blackwell-workstation-content-creation-review\/\" target=\"_blank\" rel=\"noreferrer noopener\">initial 6000 Blackwell Workstation Edition review<\/a>. These cards have been in high demand, making it difficult to obtain enough of the lineup to justify a full article. However, we now have nearly every variant of RTX PRO Blackwell in hand! Armed with them, we feel the best approach is to test as many GPUs as possible in as many workflows as possible.<\/p>\n\n\n\n<div class=\"mod-img wp-block-image aligncenter\" data-target=\"single-image-modal-97653\">\n<figure class=\"aligncenter\">\n\t<!-- If image is not empty, print image, else, print from image URL -->\n\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/2025-Professional-GPU-Roundup-Engineering.jpg\" alt=\"An NVIDIA RTX PRO 6000 Blackwell Workstation video card and article title text overlaid on a blue-tinted screenshot of an engineering application.\" ><\/img>\n\t\t<\/figure>\n<\/div>\n\n<!-- Displays caption if entered -->\n\n<!-- Displays modal upon click of an image -->\n<script type=\"text\/javascript\">\n\t\/\/Using unique random generated id\n\tjQuery(document).ready(function(){\n\t\tjQuery('[data-target=\"single-image-modal-97653\"]').click(function(){\n            jQuery('#single-image-modal-97653Modal').modal('show');\n\t\t\t});\n        });\n<\/script>\n\n<div class=\"modal fade popup-image\" id=\"single-image-modal-97653Modal\" tabindex=\"-1\" role=\"dialog\"> \n\t<div class=\"modal-dialog modal-xl\" role=\"document\">\n\t\t<div class=\"modal-content\">\n\t\t\t<div class=\"modal-header\">\n\t\t\t\t<h5 class=\"modal-title\">Image<\/h5>\n\t\t\t\t<button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\">\n\t\t\t\t\t<span aria-hidden=\"true\">&times;<\/span>\n\t\t\t\t<\/button>\n\t\t\t<\/div> <!-- \/modal-header -->\n\n            <div class=\"modal-body inner-modal\">\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/2025-Professional-GPU-Roundup-Engineering.jpg\" alt=\"\" \/>\n\t\t\t\t\t\t<div class=\"text-center full-res-image-wrapper\">\n\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg full-res-image-link\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/2025-Professional-GPU-Roundup-Engineering.jpg\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div><!-- \/modal-body -->\n    \t<\/div><!-- \/modal-content -->\n    <\/div><!-- \/modal-dialog -->\n<\/div><!-- \/modal fade --> \n\n\n\n<p>For this article, we tested every RTX PRO Blackwell GPU we had, as well as nearly the entire stack of Ada Generation cards. We also included some older or non-NVIDIA cards like the NVIDIA RTX\u2122 A6000, the AMD Radeon\u2122 AI PRO R9700, most of the Radeon\u2122 PRO W7000 series, and even the Intel\u00ae Arc\u2122 Pro B50. Our primary focus is on comparing NVIDIA&#8217;s current and last-gen cards, but we&#8217;re also interested in seeing where other brands can compete.<\/p>\n\n\n\n<p>This article will only cover our recently added architecture, engineering, and construction (AEC) benchmarks, which include CAD, BIM, and photogrammetry software. We also have a <a href=\"https:\/\/www.pugetsystems.com\/labs\/articles\/2025-professional-gpu-content-creation-roundup\/\" target=\"_blank\" rel=\"noreferrer noopener\">companion article looking at the performance of the same GPUs in content creation workflows<\/a>. Unfortunately, we will not be examining multi-GPU setups in this article.<\/p>\n\n\n\n<p>There aren&#8217;t many other reviews available for professional GPUs, especially the more recently released NVIDIA models. However, we do recommend StorageReview&#8217;s coverage of the <a href=\"https:\/\/www.storagereview.com\/review\/nvidia-rtx-pro-6000-workstation-gpu-review-blackwell-architecture-and-96-gb-for-pro-workflows\" target=\"_blank\" rel=\"noreferrer noopener\">6000 Blackwell Workstation<\/a>, especially if you are interested in more in-depth AI performance data. igor&#8217;sLAB also released an <a href=\"https:\/\/www.igorslab.de\/en\/amd-radeon-ai-r9700-alias-rx-9070xt-in-the-big-workstation-graphics-card-test-what-are-the-benefits-of-double-the-memory-at-work\/5\/\" target=\"_blank\" rel=\"noreferrer noopener\">AMD Radeon AI R9700 review<\/a>, which includes data for some previous-gen NVIDIA cards.<\/p>\n\n\n\n<p>Below, we have listed specifications for several current and recent professional GPUs, including a few that we were not able to include in this round of testing.&nbsp;For more information, visit the workstation pages for&nbsp;<a href=\"https:\/\/www.nvidia.com\/en-us\/geforce\/graphics-cards\/40-series\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA<\/a>, <a href=\"https:\/\/www.amd.com\/en\/products\/graphics\/workstations.html\" target=\"_blank\" rel=\"noreferrer noopener\">AMD<\/a>, or <a href=\"https:\/\/ark.intel.com\/content\/www\/us\/en\/ark.html#@PanelLabel122139\" target=\"_blank\" rel=\"noreferrer noopener\">Intel<\/a>.<\/p>\n\n\n\n<div class=\"wp-block-wpdatatables-wpdatatables-gutenberg-block\">\n<div class=\"wpdt-c wdt-skin-material\">\n    \n    <input type=\"hidden\" id=\"wdtNonceFrontendServerSide_26\" name=\"wdtNonceFrontendServerSide_26\" value=\"ab5f0c1f07\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/wp-json\/wp\/v2\/articles\/42266\" \/>    <input type=\"hidden\" id=\"table_1_desc\"\n           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Date\",\"possibleValuesAddEmpty\":false,\"possibleValuesAjax\":-1,\"column_align_fields\":\"\",\"defaultValue\":[\"\",\"\"],\"column_align_header\":\"\",\"column_rotate_header_name\":\"\",\"exactFiltering\":false,\"filterLabel\":\"\",\"searchInSelectBox\":1,\"searchInSelectBoxEditing\":1,\"checkboxesInModal\":0,\"andLogic\":0,\"linkButtonLabel\":\"\",\"rangeSlider\":false,\"rangeMaxValueDisplay\":\"default\",\"customMaxRangeValue\":\"0\"}],\"bUseColVis\":true},\"filterInForm\":false,\"serverSide\":true,\"autoRefreshInterval\":0,\"processing\":true,\"fnServerData\":true,\"columnsFixed\":0,\"sumFunctionsLabel\":\"\",\"avgFunctionsLabel\":\"\",\"minFunctionsLabel\":\"\",\"maxFunctionsLabel\":\"\",\"columnsDecimalPlaces\":{\"wdt_ID\":-1,\"wdt_created_by\":-1,\"wdt_created_at\":-1,\"wdt_last_edited_by\":-1,\"wdt_last_edited_at\":-1,\"gpumodel\":-1,\"launchprice\":-1,\"vram\":-1,\"vrambandwidth\":-1,\"fp32performance\":-1,\"rtcoreperformance\":-1,\"matrixperformance\":-1,\"tdp\":-1,\"releasedate\":-1},\"columnsThousandsSeparator\":{\"wdt_ID\":0,\"launchprice\":1,\"vram\":1,\"vrambandwidth\":1,\"fp32performance\":1,\"rtcoreperformance\":1,\"matrixperformance\":1,\"tdp\":1},\"sumColumns\":[],\"avgColumns\":[],\"sumAvgColumns\":[],\"conditional_formatting_columns\":[\"launchprice\"],\"timeFormat\":\"h:i A\",\"datepickFormat\":\"M yy\"}'\/>\n\n    <table id=\"table_1\"\n           class=\"wpFixedHeader scroll responsive display nowrap wdt-no-display data-t data-t wpDataTable wpDataTableID-26 \"\n           style=\"display: none; \"\n           data-described-by='table_1_desc'\n           data-wpdatatable_id=\"26\">\n        \n        <!-- Table header -->\n        \n<thead>\n<tr>\n                    <th\n                        class=\" wdtheader numdata integer \"\n        style=\"\">        wdt_ID<\/th>        <th\n                        class=\" wdtheader \"\n        style=\"\">        wdt_created_by<\/th>        <th\n                        class=\" wdtheader \"\n        style=\"\">        wdt_created_at<\/th>        <th\n                        class=\" wdtheader \"\n        style=\"\">        wdt_last_edited_by<\/th>        <th\n                        class=\" wdtheader \"\n        style=\"\">        wdt_last_edited_at<\/th>        <th\n        data-class=\"expand\"                class=\" wdtheader sort \"\n        style=\"\">        GPU Model<\/th>        <th\n                data-hide=\"phone\"        class=\"phone wdtheader sort numdata integer \"\n        style=\"\">        Approximate Launch Price<\/th>        <th\n                data-hide=\"phone\"        class=\"phone wdtheader sort numdata integer \"\n        style=\"\">        VRAM<\/th>        <th\n                data-hide=\"phone\"        class=\"phone wdtheader sort numdata integer \"\n        style=\"\">        VRAM Bandwidth<\/th>        <th\n                data-hide=\"phone\"        class=\"phone wdtheader sort numdata integer \"\n        style=\"\">        FP 32 Performance<\/th>        <th\n                data-hide=\"phone\"        class=\"phone wdtheader sort numdata integer \"\n        style=\"\">        RT Core Performance<\/th>        <th\n                data-hide=\"phone\"        class=\"phone wdtheader sort numdata integer \"\n        style=\"\">        Matrix Performance<\/th>        <th\n                data-hide=\"phone\"        class=\"phone wdtheader sort numdata integer \"\n        style=\"\">        TDP<\/th>        <th\n                data-hide=\"phone\"        class=\"phone wdtheader sort \"\n        style=\"\">        Release Date<\/th>    <\/tr>\n<\/thead>\n        <!-- \/Table header -->\n\n        <!-- Table body -->\n        \n<tbody>\n<!-- Table body -->\n<div data-id=\"26\"\n     class=\"wdt-timeline-item wdt-timeline-table_1\"\n     style=\"\">\n    <div class=\"wdt-table-loader\">\n        <div class=\"wdt-table-loader-row wdt-table-loader-header\">\n            <div class=\"wdt-table-loader-header-cell wdt-animated-background\"><\/div>\n            <div class=\"wdt-table-loader-header-cell wdt-animated-background\"><\/div>\n            <div class=\"wdt-table-loader-header-cell wdt-animated-background\"><\/div>\n        <\/div>\n                    <div class=\"wdt-table-loader-row\">\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n            <\/div>\n                    <div class=\"wdt-table-loader-row\">\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n            <\/div>\n                    <div class=\"wdt-table-loader-row\">\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n            <\/div>\n                    <div class=\"wdt-table-loader-row\">\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n            <\/div>\n                    <div class=\"wdt-table-loader-row\">\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n            <\/div>\n                    <div class=\"wdt-table-loader-row\">\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n            <\/div>\n                    <div class=\"wdt-table-loader-row\">\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n            <\/div>\n                    <div class=\"wdt-table-loader-row\">\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n            <\/div>\n                    <div class=\"wdt-table-loader-row\">\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n            <\/div>\n                    <div class=\"wdt-table-loader-row\">\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n            <\/div>\n                    <div class=\"wdt-table-loader-row\">\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n                <div class=\"wdt-table-loader-cell wdt-animated-background\"><\/div>\n            <\/div>\n            <\/div>\n<\/div><!-- \/Table body -->\n                    <tr id=\"table_26_row_0\"\n            data-row-index=\"0\">\n                            <td style=\"\">1<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">NVIDIA RTX PRO 6000 Blackwell Workstation Edition<\/td>\n                            <td style=\"\">8,500<\/td>\n                            <td style=\"\">96<\/td>\n                            <td style=\"\">1,792<\/td>\n                            <td style=\"\">125<\/td>\n                            <td style=\"\">380<\/td>\n                            <td style=\"\">4,000<\/td>\n                            <td style=\"\">600<\/td>\n                            <td style=\"\">Mar 2025<\/td>\n                    <\/tr>\n                            <tr id=\"table_26_row_1\"\n            data-row-index=\"1\">\n                            <td style=\"\">2<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition<\/td>\n                            <td style=\"\">8,500<\/td>\n                            <td style=\"\">96<\/td>\n                            <td style=\"\">1,792<\/td>\n                            <td style=\"\">110<\/td>\n                            <td style=\"\">333<\/td>\n                            <td style=\"\">3,511<\/td>\n                            <td style=\"\">300<\/td>\n                            <td style=\"\">Mar 2025<\/td>\n                    <\/tr>\n                            <tr id=\"table_26_row_2\"\n            data-row-index=\"2\">\n                            <td style=\"\">3<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">NVIDIA RTX PRO 5000 Blackwell<\/td>\n                            <td style=\"\">4,500<\/td>\n                            <td style=\"\">48<\/td>\n                            <td style=\"\">1,344<\/td>\n                            <td style=\"\">65<\/td>\n                            <td style=\"\">196<\/td>\n                            <td style=\"\">2,064<\/td>\n                            <td style=\"\">300<\/td>\n                            <td style=\"\">Mar 2025<\/td>\n                    <\/tr>\n                            <tr id=\"table_26_row_3\"\n            data-row-index=\"3\">\n                            <td style=\"\">4<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">NVIDIA RTX PRO 4500 Blackwell<\/td>\n                            <td style=\"\">2,500<\/td>\n                            <td style=\"\">32<\/td>\n                            <td style=\"\">896<\/td>\n                            <td style=\"\">55<\/td>\n                            <td style=\"\">166<\/td>\n                            <td style=\"\">1,744<\/td>\n                            <td style=\"\">200<\/td>\n                            <td style=\"\">Mar 2025<\/td>\n                    <\/tr>\n                            <tr id=\"table_26_row_4\"\n            data-row-index=\"4\">\n                            <td style=\"\">5<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">NVIDIA RTX PRO 4000 Blackwell<\/td>\n                            <td style=\"\">1,500<\/td>\n                            <td style=\"\">24<\/td>\n                            <td style=\"\">672<\/td>\n                            <td style=\"\">37<\/td>\n                            <td style=\"\">112<\/td>\n                            <td style=\"\">1,178<\/td>\n                            <td style=\"\">145<\/td>\n                            <td style=\"\">Mar 2025<\/td>\n                    <\/tr>\n                            <tr id=\"table_26_row_5\"\n            data-row-index=\"5\">\n                            <td style=\"\">6<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">NVIDIA RTX 6000 Ada Generation<\/td>\n                            <td style=\"\">6,800<\/td>\n                            <td style=\"\">48<\/td>\n                            <td style=\"\">960<\/td>\n                            <td style=\"\">91<\/td>\n                            <td style=\"\">211<\/td>\n                            <td style=\"\">1,457<\/td>\n                            <td style=\"\">300<\/td>\n                            <td style=\"\">Dec 2022<\/td>\n                    <\/tr>\n                            <tr id=\"table_26_row_6\"\n            data-row-index=\"6\">\n                            <td style=\"\">7<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">NVIDIA RTX 5000 Ada Generation<\/td>\n                            <td style=\"\">4,000<\/td>\n                            <td style=\"\">32<\/td>\n                            <td style=\"\">576<\/td>\n                            <td style=\"\">65<\/td>\n                            <td style=\"\">151<\/td>\n                            <td style=\"\">1,044<\/td>\n                            <td style=\"\">250<\/td>\n                            <td style=\"\">Aug 2023<\/td>\n                    <\/tr>\n                            <tr id=\"table_26_row_7\"\n            data-row-index=\"7\">\n                            <td style=\"\">8<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">NVIDIA RTX 4500 Ada Generation<\/td>\n                            <td style=\"\">2,250<\/td>\n                            <td style=\"\">24<\/td>\n                            <td style=\"\">432<\/td>\n                            <td style=\"\">40<\/td>\n                            <td style=\"\">92<\/td>\n                            <td style=\"\">634<\/td>\n                            <td style=\"\">210<\/td>\n                            <td style=\"\">Aug 2023<\/td>\n                    <\/tr>\n                            <tr id=\"table_26_row_8\"\n            data-row-index=\"8\">\n                            <td style=\"\">9<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">NVIDIA RTX 4000 Ada Generation<\/td>\n                            <td style=\"\">1,250<\/td>\n                            <td style=\"\">20<\/td>\n                            <td style=\"\">360<\/td>\n                            <td style=\"\">27<\/td>\n                            <td style=\"\">62<\/td>\n                            <td style=\"\">328<\/td>\n                            <td style=\"\">130<\/td>\n                            <td style=\"\">Aug 2023<\/td>\n                    <\/tr>\n                            <tr id=\"table_26_row_9\"\n            data-row-index=\"9\">\n                            <td style=\"\">10<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">Evan<\/td>\n                            <td style=\"\">Jun 2025 01:53 PM<\/td>\n                            <td style=\"\">NVIDIA RTX 4000 SFF Ada Generation<\/td>\n                            <td style=\"\">1,250<\/td>\n                            <td style=\"\">20<\/td>\n                            <td style=\"\">280<\/td>\n                            <td style=\"\">19<\/td>\n                            <td style=\"\">44<\/td>\n                            <td style=\"\">307<\/td>\n                            <td style=\"\">70<\/td>\n                            <td style=\"\">Mar 2023<\/td>\n                    <\/tr>\n            <\/tbody>        <!-- \/Table body -->\n\n        <!-- Table footer -->\n        \n    <tfoot>\n                <tr >\n                            <td\n                class=\"wdtheader  numdata integer \"\n                style=\"\"><\/td>                <td\n                class=\"wdtheader  \"\n                style=\"\"><\/td>                <td\n                class=\"wdtheader  \"\n                style=\"\"><\/td>                <td\n                class=\"wdtheader  \"\n                style=\"\"><\/td>                <td\n                class=\"wdtheader  \"\n                style=\"\"><\/td>                <td\n                class=\"wdtheader sort \"\n                style=\"\">GPU Model<\/td>                <td\n                class=\"wdtheader sort numdata integer \"\n                style=\"\">Approximate Launch Price<\/td>                <td\n                class=\"wdtheader sort numdata integer \"\n                style=\"\">VRAM<\/td>                <td\n                class=\"wdtheader sort numdata integer \"\n                style=\"\">VRAM Bandwidth<\/td>                <td\n                class=\"wdtheader sort numdata integer \"\n                style=\"\">FP 32 Performance<\/td>                <td\n                class=\"wdtheader sort numdata integer \"\n                style=\"\">RT Core Performance<\/td>                <td\n                class=\"wdtheader sort numdata integer \"\n                style=\"\">Matrix Performance<\/td>                <td\n                class=\"wdtheader sort numdata integer \"\n                style=\"\">TDP<\/td>                <td\n                class=\"wdtheader sort \"\n                style=\"\">Release Date<\/td>        <\/tr>\n                            <\/tfoot>\n        <!-- \/Table footer -->\n    <\/table>\n\n<\/div><style>\n\n#table_1 > tbody > tr > td.column-launchprice:not(:empty):before,\n                                       \n#table_1 > tbody > tr.row-detail ul li.column-launchprice span.columnValue:before\n                                            { content: '$' }\n#table_1 > tbody > tr > td.column-vram:not(:empty):after,\n                                       \n#table_1 > tbody > tr.row-detail ul li.column-vram span.columnValue:after\n                                            { content: ' GB' }\n#table_1 > tbody > tr > td.column-vrambandwidth:not(:empty):after,\n                                       \n#table_1 > tbody > tr.row-detail ul li.column-vrambandwidth span.columnValue:after\n                                            { content: ' GB\/s' }\n#table_1 > tbody > tr > td.column-fp32performance:not(:empty):after,\n                                       \n#table_1 > tbody > tr.row-detail ul li.column-fp32performance span.columnValue:after\n                                            { content: ' TFLOPS' }\n#table_1 > tbody > tr > td.column-rtcoreperformance:not(:empty):after,\n                                       \n#table_1 > tbody > tr.row-detail ul li.column-rtcoreperformance span.columnValue:after\n                                            { content: ' TFLOPS' }\n#table_1 > tbody > tr > td.column-matrixperformance:not(:empty):after,\n                                       \n#table_1 > tbody > tr.row-detail ul li.column-matrixperformance span.columnValue:after\n                                            { content: ' TOPS' }\n#table_1 > tbody > tr > td.column-tdp:not(:empty):after,\n                                       \n#table_1 > tbody > tr.row-detail ul li.column-tdp span.columnValue:after\n                                            { content: ' W' }table.wpDataTable td.numdata { text-align: right !important; }\n<\/style>\n<style>\n            \/* th background color *\/\n    .wpdt-c.wpDataTablesWrapper table.wpdtSimpleTable.bt[data-has-header='1'] td.wpdt-header-classes,\n    .wpdt-c.wpDataTablesWrapper table.wpdtSimpleTable thead th,\n    .wpdt-c .wpDataTablesWrapper table.wpDataTable thead th,\n    .wpdt-c .wpDataTablesWrapper table.wpDataTable thead th.sorting {\n        background-color: #F2F2F2 !important;\n        background-image: none !important;\n    }\n\n                    \/* th active\/hover background color *\/\n    .wpdt-c .wpDataTablesWrapper table.wpDataTable thead th.sorting_asc,\n    .wpdt-c .wpDataTablesWrapper table.wpDataTable thead th.sorting_desc,\n    .wpdt-c .wpDataTablesWrapper table.wpDataTable thead th.sorting:hover,\n    .wpdt-c .wpDataTablesWrapper table.wpDataTable.wpdtSimpleTable thead th:hover,\n    .wpdt-c.wpDataTablesWrapper table.wpDataTable.wpdtSimpleTable thead th:hover {\n        background-color: #FFFFFF !important;\n        background-image: none !important;\n    }\n\n    \n                    \/* even rows background color *\/\n    .wpdt-c.wpDataTablesWrapper table.wpdtSimpleTable tr.even td,\n    .wpdt-c .wpDataTablesWrapper table.wpDataTable tr.even td,\n    .wpdt-c .wpDataTablesWrapper table.has-columns-hidden tr.row-detail > td {\n        background-color: #F2F2F2 !important;\n    }\n\n                    \/* rows hover background color *\/\n    .wpdt-c.wpDataTablesWrapper table.wpdtSimpleTable tr.odd:hover > td,\n    .wpdt-c .wpDataTablesWrapper table.wpDataTable tr.odd:hover > td,\n    .wpdt-c .wpDataTablesWrapper table.wpDataTable tr.odd:hover > td.sorting_1,\n    .wpdt-c .wpDataTablesWrapper table.wpDataTable tr.even:hover > td,\n    .wpdt-c.wpDataTablesWrapper table.wpdtSimpleTable tr.even:hover > td,\n    .wpdt-c .wpDataTablesWrapper table.wpDataTable tr.even:hover > td.sorting_1 {\n        background-color: #07CC95 !important;\n    }\n\n                                                                        \n                <\/style>\n<style>\n<\/style>\n<style>\n                            \n                                        \n                    \n<\/style>\n<\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div style=\"margin-top: 0px; margin-left: 0px; margin-right: 0px; margin-bottom: 0px; \" class=\"wp-block-ub-content-toggle wp-block-ub-content-toggle-block\" id=\"ub-content-toggle-block-a8c05886-a2d2-4c19-882e-ba485e799f2f\" data-mobilecollapse=\"true\" data-desktopcollapse=\"true\" data-preventcollapse=\"false\" data-showonlyone=\"false\">\n<div class=\"wp-block-ub-content-toggle-accordion\" style=\"border-color: #f1f1f1;\" id=\"ub-content-toggle-panel-block-\">\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-title-wrap\" style=\"background-color: #f1f1f1;\" aria-controls=\"ub-content-toggle-panel-0-a8c05886-a2d2-4c19-882e-ba485e799f2f\" tabindex=\"0\">\n\t\t\t<h2 class=\"wp-block-ub-content-toggle-accordion-title ub-content-toggle-title-a8c05886-a2d2-4c19-882e-ba485e799f2f\" style=\"color: #130c64; \"><span class=\"ez-toc-section\" id=\"Test_Setup\"><\/span>Test Setup<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\t\t\t<div class=\"wp-block-ub-content-toggle-accordion-toggle-wrap right\" style=\"color: #08cc96;\"><span class=\"wp-block-ub-content-toggle-accordion-state-indicator wp-block-ub-chevron-down\"><\/span><\/div>\n\t\t<\/div>\n\t\t\t<div role=\"region\" aria-expanded=\"false\" class=\"wp-block-ub-content-toggle-accordion-content-wrap ub-hide\" id=\"ub-content-toggle-panel-0-a8c05886-a2d2-4c19-882e-ba485e799f2f\">\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\" id=\"h-test-platform\">Test Platform<\/h4>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">CPUs: <br><a href=\"https:\/\/www.pugetsystems.com\/parts\/CPU\/AMD-Ryzen-9-9950X-4-3GHz-16-Core-170W-15647\/\" target=\"_blank\" rel=\"noreferrer noopener\">AMD Ryzen 9 9950X3D<\/a><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">CPU Cooler: <a href=\"https:\/\/www.pugetsystems.com\/parts\/CPU-Cooling\/Noctua-NH-U12A-13826\/\" target=\"_blank\" rel=\"noreferrer noopener\">Noctua NH-U12A<\/a><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Motherboard: <a href=\"https:\/\/www.pugetsystems.com\/parts\/Motherboard\/Asus-ProArt-X670E-Creator-WiFi-14612\/\" target=\"_blank\" rel=\"noreferrer noopener\">ASUS ProArt X670E-Creator WiFi<\/a><br><em>BIOS Version: 3402<\/em><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">RAM: 2x <a href=\"https:\/\/www.pugetsystems.com\/parts\/Ram\/DDR5-5600-32GB-14894\/\" target=\"_blank\" rel=\"noreferrer noopener\">DDR5-5600 32GB<\/a> (64 GB total)<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">PSU: <a href=\"https:\/\/www.pugetsystems.com\/parts\/Power-Supply\/EVGA-SuperNOVA-850W-P2-Power-Supply-11310\/\" target=\"_blank\" rel=\"noreferrer noopener\">EVGA SuperNOVA 850W P2<\/a><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Storage: <a href=\"https:\/\/www.pugetsystems.com\/parts\/Hard-Drive\/Samsung-980-Pro-2TB-Gen4-M-2-SSD-13831\/\/\" target=\"_blank\" rel=\"noreferrer noopener\">Samsung 980 Pro 2TB<\/a><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">OS: <a href=\"https:\/\/www.pugetsystems.com\/parts\/Operating-System\/Windows-11-Pro-64-bit-14215\" target=\"_blank\" rel=\"noreferrer noopener\">Windows 11 Pro 64-bit (26200)<\/a><br><em><em>Power Plan\/Mode: Balanced\/Best Performance<\/em><\/em><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-center\" id=\"h-intel-gpus\">Intel GPUs<\/h4>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/products\/sku\/242615\/intel-arc-pro-b50-graphics\/specifications.html\" target=\"_blank\" rel=\"noreferrer noopener\">Intel Arc Pro B50<\/a><br><em>Driver:  101.6979<\/em><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\" id=\"h-nvidia-gpus\">NVIDIA GPUs<\/h4>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/www.pugetsystems.com\/parts\/Video-Card\/NVIDIA-RTX-PRO-6000-Blackwell-Workstation-Edition-96GB-PCI-E-16221\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA RTX PRO 6000 Blackwell Workstation Edition<\/a><br><a href=\"https:\/\/www.pugetsystems.com\/parts\/Video-Card\/NVIDIA-RTX-PRO-6000-Blackwell-Max-Q-Workstation-Edition-96GB-PCI-E-16222\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition<\/a><br><a href=\"https:\/\/www.pugetsystems.com\/parts\/Video-Card\/NVIDIA-RTX-PRO-5000-Blackwell-48GB-PCI-E-16223\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA RTX PRO 5000 Blackwell<\/a><br><a href=\"https:\/\/www.pugetsystems.com\/parts\/Video-Card\/NVIDIA-RTX-PRO-4500-Blackwell-32GB-PCI-E-16224\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA RTX PRO 4500 Blackwell<\/a><br><a href=\"https:\/\/www.pugetsystems.com\/parts\/Video-Card\/NVIDIA-RTX-PRO-4000-Blackwell-24GB-PCI-E-16228\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA RTX PRO 4000 Blackwell<\/a><br><a href=\"https:\/\/www.pugetsystems.com\/parts\/Video-Card\/NVIDIA-RTX-PRO-2000-Blackwell-16GB-PCI-E-16226\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA RTX PRO 2000 Blackwell<\/a><br><br><a href=\"https:\/\/www.pugetsystems.com\/parts\/Video-Card\/NVIDIA-RTX-6000-Ada-Generation-48GB-PCI-E-14611\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA RTX 6000 Ada Generation<\/a><br><a href=\"https:\/\/www.pugetsystems.com\/parts\/Video-Card\/NVIDIA-RTX-5000-Ada-Generation-32GB-PCI-E-15034\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA RTX 5000 Ada Generation<\/a><br><a href=\"https:\/\/www.pugetsystems.com\/parts\/Video-Card\/NVIDIA-RTX-4500-Ada-Generation-24GB-PCI-E-15033\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA RTX 4500 Ada Generation<\/a><br><a href=\"https:\/\/www.pugetsystems.com\/parts\/Video-Card\/NVIDIA-RTX-4000-Ada-Generation-20GB-PCI-E-15041\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA RTX 4000 Ada Generation<\/a><br><a href=\"https:\/\/www.pugetsystems.com\/parts\/Video-Card\/NVIDIA-RTX-2000-Ada-Generation-16GB-PCI-E-15632\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA RTX 2000 Ada Generation<\/a><br><br><a href=\"https:\/\/www.pugetsystems.com\/parts\/Video-Card\/NVIDIA-RTX-A6000-48GB-PCI-E-13850\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA RTX A6000<\/a><br><em>Driver: 573.92<\/em><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-center\" id=\"h-amd-gpus\">AMD GPUs<\/h4>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/www.amd.com\/en\/products\/graphics\/workstations\/radeon-ai-pro\/ai-9000-series\/amd-radeon-ai-pro-r9700.html\" target=\"_blank\" rel=\"noreferrer noopener\">AMD Radeon AI PRO R9700<\/a><br><br><a href=\"https:\/\/www.amd.com\/en\/products\/graphics\/workstations\/radeon-pro\/w7900.html\" target=\"_blank\" rel=\"noreferrer noopener\">AMD Radeon PRO W7900<\/a><br><a href=\"https:\/\/www.amd.com\/en\/products\/graphics\/workstations\/radeon-pro\/w7800.html\" target=\"_blank\" rel=\"noreferrer noopener\">AMD Radeon PRO W7800<\/a><br><a href=\"https:\/\/www.amd.com\/en\/products\/graphics\/workstations\/radeon-pro\/w7600.html\" target=\"_blank\" rel=\"noreferrer noopener\">AMD Radeon PRO W7600<\/a><br><a href=\"https:\/\/www.amd.com\/en\/products\/graphics\/workstations\/radeon-pro\/w7500.html\" target=\"_blank\" rel=\"noreferrer noopener\">AMD Radeon PRO W7500<\/a><br><em>Driver: Adrenalin 25.11.1 \/ PRO 25.Q3.1<\/em><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"wp-block-heading has-text-align-center\" id=\"h-benchmark-software\">Benchmark Software<\/h4>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/www.autodesk.com\/products\/revit\/overview\" target=\"_blank\" rel=\"noreferrer noopener\">Autodesk Revit 25.3<\/a> \u2014\u00a0<a href=\"https:\/\/www.revitforum.org\/forum\/revit-all-flavors\/hardware-and-infrastructure\/36875-rfo-benchmark-v3-updated-for-2025\" target=\"_blank\" rel=\"noreferrer noopener\">RFO Benchmark 3.4<\/a><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/www.autodesk.com\/products\/inventor\/overview\" target=\"_blank\" rel=\"noreferrer noopener\">Autodesk Inventor 29.0<\/a> \u2014\u00a0<a href=\"https:\/\/invmark.cadac.com\/#\/\" target=\"_blank\" rel=\"noreferrer noopener\">InvMark 2025.0.15<\/a><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/www.solidworks.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">SOLIDWORKS 2024 5.0<\/a> \u2014\u00a0<a href=\"https:\/\/gwpg.spec.org\/benchmarks\/benchmark\/specapc-solidworks-2024\/\" target=\"_blank\" rel=\"noreferrer noopener\">SPECapc for SOLIDWORKS<\/a>\u00a0<a href=\"https:\/\/gwpg.spec.org\/benchmarks\/benchmark\/specapc-solidworks-2024\/\" target=\"_blank\" rel=\"noreferrer noopener\">2024.1.13<\/a><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/www.pix4d.com\/product\/pix4dmatic-large-scale-photogrammetry-software\/\" target=\"_blank\" rel=\"noreferrer noopener\">PIX4Dmatic 1.81.1<\/a> \u2014 <a href=\"https:\/\/www.pugetsystems.com\/labs\/articles\/exploring-pix4dmatic-hardware-performance\/\" target=\"_blank\" rel=\"noreferrer noopener\">100 image dataset (methodology)<\/a> <\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n<\/div>\n\n<\/div>\n\t\t<\/div>\n<\/div>\n\n\n<p>In line with most of our other recent GPU reviews, we performed all the testing for this article on an AMD Ryzen\u2122 9 9950X3D-based system. The 9950X3D is one of the all-around fastest CPUs available, ensuring that we minimize processor bottlenecks as much as possible. However, we do have a somewhat unique methodology that is worth mentioning. As part of our philosophy of focusing on professional workflows, we limited as many stability-affecting system tweaks as possible. This means PBO and ASUS&#8217;s MCE were disabled in the BIOS, the RAM was run at the maximum officially supported JEDEC speeds, and settings like VBS were enabled in Windows.<\/p>\n\n\n\n<p>As far as possible, all the apps, drivers, BIOSs, and benchmarks were on their latest versions. We didn&#8217;t reuse past results, and we updated our testing platform prior to this round of tests. The applications we tested with were RFO for Revit, InvMark for Inventor, SPECapc for SOLIDWORKS, and our in-house PIX4Dmatic benchmark. Links with more information about those are available in the expandable section above.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-revit\"><span class=\"ez-toc-section\" id=\"Revit\"><\/span>Revit<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>As an application, Revit is primarily CPU-dependent. The RFO benchmark produces a variety of scores, and we have pulled out three of them that are impacted by the GPU: total model creation time, total graphics time, and a composite total export time. Model creation is the most important of these for the majority of Revit users; however, the graphics and export times can significantly impact the user experience. We have not included the rendering time, as we don&#8217;t believe it is relevant to most users and it scales poorly. We&#8217;ve also only used the &#8220;Standard&#8221; preset here, although we are exploring using the &#8220;Graphics_Expanded&#8221; preset for future GPU reviews.<\/p>\n\n\n\n<script type=\"text\/javascript\">\n    jQuery(document).ready(function(){\n        var slid_to = 0;\n        jQuery('#image-gallery-33220').on('slid.bs.carousel', function(e){\n            slid_to = e.to;\n        });\n        jQuery('#image-gallery-33220LargeCarousel').on('slid.bs.carousel', function(e){\n            slid_to = e.to;\n            jQuery('#image-gallery-33220').carousel(slid_to);\n        });\n\n        jQuery('#image-gallery-33220 .carousel-item img').click(function(){\n            jQuery('#image-gallery-33220LargeCarousel').carousel(slid_to);\n        });\n    });\n<\/script>\n\n<div id=\"image-gallery-33220\" class=\"carousel carousel-dark slide gallery\" data-interval=\"false\">\n\t<div class=\"carousel-indicators\">\n\t\t            <div data-target=\"#image-gallery-33220\" data-slide-to=\"0\" class=\"active\">\n                <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_RFO_Model-150x150.png\" class=\"carousel-thumbnail\" alt=\"Horizontal bar chart comparing professional GPUs in the RFO Benchmark for Autodesk Revit model creation tasks (total time), where lower is better; AMD GPUs lead, but the overall differences are small.\" \/>            <\/div>\n                        <div data-target=\"#image-gallery-33220\" data-slide-to=\"1\" >\n                <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_RFO_Graphics-150x150.png\" class=\"carousel-thumbnail\" alt=\"Horizontal bar chart comparing professional GPUs in the RFO Benchmark for Autodesk Revit graphics tasks (total time), where lower is better; NVIDIA GPUs cluster closely, while AMD and Intel GPUs take longer overall.\" \/>            <\/div>\n                        <div data-target=\"#image-gallery-33220\" data-slide-to=\"2\" >\n                <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_RFO_Export-150x150.png\" class=\"carousel-thumbnail\" alt=\"Horizontal bar chart comparing professional GPUs in the RFO Benchmark for Autodesk Revit export tasks (total time), where lower is better; AMD GPUs generally complete exports faster than NVIDIA and Intel models.\" \/>            <\/div>\n            \t<\/div><!-- .carousel-indicators -->\n\t\t<div class=\"carousel-inner\">\n\t\t\t\t\t<div class=\"carousel-item active\">\n\n                \t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_RFO_Model.png\"\n\t\t\t\t     alt=\"Horizontal bar chart comparing professional GPUs in the RFO Benchmark for Autodesk Revit model creation tasks (total time), where lower is better; AMD GPUs lead, but the overall differences are small.\" class=\"d-block mx-auto h-100\" data-id=\"0\" data-toggle=\"modal\" data-target=\"#image-gallery-33220Modal\" \/>\n                \t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"carousel-item \">\n\n                \t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_RFO_Graphics.png\"\n\t\t\t\t     alt=\"Horizontal bar chart comparing professional GPUs in the RFO Benchmark for Autodesk Revit graphics tasks (total time), where lower is better; NVIDIA GPUs cluster closely, while AMD and Intel GPUs take longer overall.\" class=\"d-block mx-auto h-100\" data-id=\"1\" data-toggle=\"modal\" data-target=\"#image-gallery-33220Modal\" \/>\n                \t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"carousel-item \">\n\n                \t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_RFO_Export.png\"\n\t\t\t\t     alt=\"Horizontal bar chart comparing professional GPUs in the RFO Benchmark for Autodesk Revit export tasks (total time), where lower is better; AMD GPUs generally complete exports faster than NVIDIA and Intel models.\" class=\"d-block mx-auto h-100\" data-id=\"2\" data-toggle=\"modal\" data-target=\"#image-gallery-33220Modal\" \/>\n                \t\t\t<\/div>\n\t\t\t\t<\/div>\n\t<a class=\"carousel-control-prev\" href=\"#image-gallery-33220\" role=\"button\" data-slide=\"prev\">\n\t\t<span class=\"carousel-control-prev-icon\" aria-hidden=\"true\"><\/span>\n\t\t<span class=\"sr-only\">Previous<\/span>\n\t<\/a>\n\t<a class=\"carousel-control-next\" href=\"#image-gallery-33220\" role=\"button\" data-slide=\"next\">\n\t\t<span class=\"carousel-control-next-icon\" aria-hidden=\"true\"><\/span>\n\t\t<span class=\"sr-only\">Next<\/span>\n\t<\/a>\n<\/div>\n<div class=\"gallery-caption\"><\/div>\n\n\n\n\n\n<div class=\"modal fade\" id=\"image-gallery-33220Modal\" tabindex=\"-1\" role=\"dialog\">\n\t<div class=\"modal-dialog modal-xl\" role=\"document\">\n\t\t<div class=\"modal-content\">\n\t\t\t<div class=\"modal-header\">\n\t\t\t\t<h5 class=\"modal-title\">System Image<\/h5>\n\t\t\t\t<button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\">\n\t\t\t\t\t<span aria-hidden=\"true\">&times;<\/span>\n\t\t\t\t<\/button>\n\t\t\t<\/div>\n\t\t\t<div class=\"modal-body\">\n\t\t\t\t<div id=\"image-gallery-33220LargeCarousel\" class=\"carousel carousel-dark slide modal-gallery\" data-interval=\"false\">\n\t\t\t\t\t\t\t\t\t<ol class=\"carousel-indicators\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-target=\"#image-gallery-33220LargeCarousel\" data-slide-to=\"0\" class=\"active\"><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-target=\"#image-gallery-33220LargeCarousel\" data-slide-to=\"1\" ><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-target=\"#image-gallery-33220LargeCarousel\" data-slide-to=\"2\" ><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/ol>\n\t\t\t\t\t\t\t\t\t<div class=\"carousel-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"carousel-item active\">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"864\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_RFO_Model.png\" class=\"d-block mx-auto h-100\" alt=\"Horizontal bar chart comparing professional GPUs in the RFO Benchmark for Autodesk Revit model creation tasks (total time), where lower is better; AMD GPUs lead, but the overall differences are small.\" data-id=\"0\" data-toggle=\"modal\" data-target=\"#image-gallery-33220Modal\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"full-res-image-wrapper text-center\">\n\t\t\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_RFO_Model.png\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"carousel-item \">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"864\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_RFO_Graphics.png\" class=\"d-block mx-auto h-100\" alt=\"Horizontal bar chart comparing professional GPUs in the RFO Benchmark for Autodesk Revit graphics tasks (total time), where lower is better; NVIDIA GPUs cluster closely, while AMD and Intel GPUs take longer overall.\" data-id=\"1\" data-toggle=\"modal\" data-target=\"#image-gallery-33220Modal\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"full-res-image-wrapper text-center\">\n\t\t\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_RFO_Graphics.png\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"carousel-item \">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"864\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_RFO_Export.png\" class=\"d-block mx-auto h-100\" alt=\"Horizontal bar chart comparing professional GPUs in the RFO Benchmark for Autodesk Revit export tasks (total time), where lower is better; AMD GPUs generally complete exports faster than NVIDIA and Intel models.\" data-id=\"2\" data-toggle=\"modal\" data-target=\"#image-gallery-33220Modal\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"full-res-image-wrapper text-center\">\n\t\t\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_RFO_Export.png\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<a class=\"carousel-control-prev\" href=\"#image-gallery-33220LargeCarousel\" role=\"button\" data-slide=\"prev\">\n\t\t\t\t\t\t<span class=\"carousel-control-prev-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<span class=\"sr-only\">Previous<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t<a class=\"carousel-control-next\" href=\"#image-gallery-33220LargeCarousel\" role=\"button\" data-slide=\"next\">\n\t\t\t\t\t\t<span class=\"carousel-control-next-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<span class=\"sr-only\">Next<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div><!-- .modal-body -->\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n<p>In model creation (Chart #1), we found that different GPU families affected performance, but there was minimal difference between models within a given family. We understand model creation to be entirely CPU-based, so this makes sense. The family-dependent performance is interesting and may represent additional overhead, depending on the driver and GPU being used, or pipelines that are GPU-dependent. RFO showed the best performance with AMD GPUs, followed by Intel&#8217;s B50. NVIDIA&#8217;s Blackwell family was just behind the B50, with another small performance drop-off for the older Ada and Ampere GPUs. None of those differences were huge, but it was interesting to see the W7500 outperform a 6000 Blackwell.<\/p>\n\n\n\n<p>Moving on to the graphics tests (Chart #2), you can see why we are interested in exploring the &#8220;Graphics_Extended&#8221; benchmark preset. There was almost no discrimination between GPUs until the very bottom of the performance stack. All of NVIDIA&#8217;s cards were within the margin of error, as were the W7900 and W7800. AMD&#8217;s R9700, W7600, and W7500 were slower, but probably not by enough to outweigh potential cost savings or performance in other domains. Intel&#8217;s B50 did fall to the bottom of the pack, although it is also the cheapest.<\/p>\n\n\n\n<p>We weren&#8217;t going to include export time (Chart #3) until we saw that there appeared to be an interesting architecture-based story to tell, much like with model creation. We found that AMD&#8217;s RDNA3 and 4 GPUs were nearly 10% faster than NVIDIA&#8217;s Blackwell-based cards. Ada and Ampere cards from NVIDIA were slightly slower yet, while Intel&#8217;s B50 was far behind all of them. We&#8217;re not sure this makes a massive difference to most Revit users, but it is an interesting finding, likely related to what we observed with model creation.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-inventor\"><span class=\"ez-toc-section\" id=\"Inventor\"><\/span>Inventor<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>We continued to encounter issues with drawing scores in InvMark, as was the case with our last two articles, making the overall score largely unusable. Although we haven&#8217;t been able to pin down the cause of the issue, one commenter on a previous article suggested that there may be a performance bug in Windows 11 affecting this application, and specifically, drawing performance. We hope to look into that in the near future. As it stands now, though, we only have one score for this review: the graphics score.<\/p>\n\n\n\n<div class=\"mod-img wp-block-image aligncenter\" data-target=\"single-image-modal-30793\">\n<figure class=\"aligncenter\">\n\t<!-- If image is not empty, print image, else, print from image URL -->\n\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Inv_Graphics.png\" alt=\"Horizontal bar chart comparing professional GPUs in InvMark for Autodesk Inventor (Graphics Score), where higher scores indicate better performance; results are tightly clustered with minimal differences between GPUs.\" ><\/img>\n\t\t<\/figure>\n<\/div>\n\n<!-- Displays caption if entered -->\n\n<!-- Displays modal upon click of an image -->\n<script type=\"text\/javascript\">\n\t\/\/Using unique random generated id\n\tjQuery(document).ready(function(){\n\t\tjQuery('[data-target=\"single-image-modal-30793\"]').click(function(){\n            jQuery('#single-image-modal-30793Modal').modal('show');\n\t\t\t});\n        });\n<\/script>\n\n<div class=\"modal fade popup-image\" id=\"single-image-modal-30793Modal\" tabindex=\"-1\" role=\"dialog\"> \n\t<div class=\"modal-dialog modal-xl\" role=\"document\">\n\t\t<div class=\"modal-content\">\n\t\t\t<div class=\"modal-header\">\n\t\t\t\t<h5 class=\"modal-title\">Image<\/h5>\n\t\t\t\t<button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\">\n\t\t\t\t\t<span aria-hidden=\"true\">&times;<\/span>\n\t\t\t\t<\/button>\n\t\t\t<\/div> <!-- \/modal-header -->\n\n            <div class=\"modal-body inner-modal\">\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Inv_Graphics.png\" alt=\"\" \/>\n\t\t\t\t\t\t<div class=\"text-center full-res-image-wrapper\">\n\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg full-res-image-link\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Inv_Graphics.png\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div><!-- \/modal-body -->\n    \t<\/div><!-- \/modal-content -->\n    <\/div><!-- \/modal-dialog -->\n<\/div><!-- \/modal fade --> \n\n\n\n<p>We found that even the graphics tests in Inventor are relatively insensitive to GPUs once a certain threshold is reached. Although our B50 review saw good differentiation, that was only with entry-level GPUs. Here, once above the AMD Radeon PRO W7500, all of the GPUs perform basically the same.<\/p>\n\n\n\n<p>We did still gather some interesting takeaways, though. First, AMD&#8217;s GPUs perform generally well. Although we would typically consider most of these results to be within the margin of error &#8211; about 5% &#8211; the clustering of the averages for all the non-W7500 AMD GPUs around the same score at the top of the chart does suggest they may have a minor performance advantage against NVIDIA. Regardless, there were no bad GPUs among those we tested for Inventor, so the GPU that is the best value or otherwise facilitates workflows is the one that should be used.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-solidworks\"><span class=\"ez-toc-section\" id=\"SOLIDWORKS\"><\/span>SOLIDWORKS<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>SPECapc for SOLIDWORKS reports more GPU scores than most of the other engineering benchmarks, but we can use the &#8220;composite&#8221; score as an overall indicator of performance. Although this tool also tests specific CPU-based workflows, we have only reported the GPU scores here. We also want to quickly note that our testing was at 4K with 150% scaling, which is not aligned with SPEC&#8217;s &#8220;official&#8221; results nor that of many other reviewers, but all of our testing is performed at this resolution.<\/p>\n\n\n\n<script type=\"text\/javascript\">\n    jQuery(document).ready(function(){\n        var slid_to = 0;\n        jQuery('#image-gallery-22643').on('slid.bs.carousel', function(e){\n            slid_to = e.to;\n        });\n        jQuery('#image-gallery-22643LargeCarousel').on('slid.bs.carousel', function(e){\n            slid_to = e.to;\n            jQuery('#image-gallery-22643').carousel(slid_to);\n        });\n\n        jQuery('#image-gallery-22643 .carousel-item img').click(function(){\n            jQuery('#image-gallery-22643LargeCarousel').carousel(slid_to);\n        });\n    });\n<\/script>\n\n<div id=\"image-gallery-22643\" class=\"carousel carousel-dark slide gallery\" data-interval=\"false\">\n\t<div class=\"carousel-indicators\">\n\t\t            <div data-target=\"#image-gallery-22643\" data-slide-to=\"0\" class=\"active\">\n                <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_Comp-150x150.png\" class=\"carousel-thumbnail\" alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU composite score, where higher is better; GPUs scale with tier, although AMD overperforms relative to NVIDIA.\" \/>            <\/div>\n                        <div data-target=\"#image-gallery-22643\" data-slide-to=\"1\" >\n                <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_Sahde-150x150.png\" class=\"carousel-thumbnail\" alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU shaded score, where higher is better; NVIDIA occupies the top half, save for one AMD GPU.\" \/>            <\/div>\n                        <div data-target=\"#image-gallery-22643\" data-slide-to=\"2\" >\n                <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_ShadeEdge-150x150.png\" class=\"carousel-thumbnail\" alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU shaded w\/ edges score, where higher is better; NVIDIA is relatively dominant, with one AMD exception.\" \/>            <\/div>\n                        <div data-target=\"#image-gallery-22643\" data-slide-to=\"3\" >\n                <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_RealView-150x150.png\" class=\"carousel-thumbnail\" alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU shaded realivew score, where higher is better; Except for the W7900, NVIDIA leads the chart.\" \/>            <\/div>\n                        <div data-target=\"#image-gallery-22643\" data-slide-to=\"4\" >\n                <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_LinesRem-150x150.png\" class=\"carousel-thumbnail\" alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU hidden lines removed score, where higher is better; AMD is generally superior to NVIDIA at the high end, with most NVIDIA GPUs being roughly the same.\" \/>            <\/div>\n                        <div data-target=\"#image-gallery-22643\" data-slide-to=\"5\" >\n                <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_Drawing-150x150.png\" class=\"carousel-thumbnail\" alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU drawing score, where higher is better; AMD competely dominates the chart.\" \/>            <\/div>\n            \t<\/div><!-- .carousel-indicators -->\n\t\t<div class=\"carousel-inner\">\n\t\t\t\t\t<div class=\"carousel-item active\">\n\n                \t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_Comp.png\"\n\t\t\t\t     alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU composite score, where higher is better; GPUs scale with tier, although AMD overperforms relative to NVIDIA.\" class=\"d-block mx-auto h-100\" data-id=\"0\" data-toggle=\"modal\" data-target=\"#image-gallery-22643Modal\" \/>\n                \t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"carousel-item \">\n\n                \t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_Sahde.png\"\n\t\t\t\t     alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU shaded score, where higher is better; NVIDIA occupies the top half, save for one AMD GPU.\" class=\"d-block mx-auto h-100\" data-id=\"1\" data-toggle=\"modal\" data-target=\"#image-gallery-22643Modal\" \/>\n                \t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"carousel-item \">\n\n                \t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_ShadeEdge.png\"\n\t\t\t\t     alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU shaded w\/ edges score, where higher is better; NVIDIA is relatively dominant, with one AMD exception.\" class=\"d-block mx-auto h-100\" data-id=\"2\" data-toggle=\"modal\" data-target=\"#image-gallery-22643Modal\" \/>\n                \t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"carousel-item \">\n\n                \t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_RealView.png\"\n\t\t\t\t     alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU shaded realivew score, where higher is better; Except for the W7900, NVIDIA leads the chart.\" class=\"d-block mx-auto h-100\" data-id=\"3\" data-toggle=\"modal\" data-target=\"#image-gallery-22643Modal\" \/>\n                \t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"carousel-item \">\n\n                \t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_LinesRem.png\"\n\t\t\t\t     alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU hidden lines removed score, where higher is better; AMD is generally superior to NVIDIA at the high end, with most NVIDIA GPUs being roughly the same.\" class=\"d-block mx-auto h-100\" data-id=\"4\" data-toggle=\"modal\" data-target=\"#image-gallery-22643Modal\" \/>\n                \t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"carousel-item \">\n\n                \t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_Drawing.png\"\n\t\t\t\t     alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU drawing score, where higher is better; AMD competely dominates the chart.\" class=\"d-block mx-auto h-100\" data-id=\"5\" data-toggle=\"modal\" data-target=\"#image-gallery-22643Modal\" \/>\n                \t\t\t<\/div>\n\t\t\t\t<\/div>\n\t<a class=\"carousel-control-prev\" href=\"#image-gallery-22643\" role=\"button\" data-slide=\"prev\">\n\t\t<span class=\"carousel-control-prev-icon\" aria-hidden=\"true\"><\/span>\n\t\t<span class=\"sr-only\">Previous<\/span>\n\t<\/a>\n\t<a class=\"carousel-control-next\" href=\"#image-gallery-22643\" role=\"button\" data-slide=\"next\">\n\t\t<span class=\"carousel-control-next-icon\" aria-hidden=\"true\"><\/span>\n\t\t<span class=\"sr-only\">Next<\/span>\n\t<\/a>\n<\/div>\n<div class=\"gallery-caption\"><\/div>\n\n\n\n\n\n<div class=\"modal fade\" id=\"image-gallery-22643Modal\" tabindex=\"-1\" role=\"dialog\">\n\t<div class=\"modal-dialog modal-xl\" role=\"document\">\n\t\t<div class=\"modal-content\">\n\t\t\t<div class=\"modal-header\">\n\t\t\t\t<h5 class=\"modal-title\">System Image<\/h5>\n\t\t\t\t<button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\">\n\t\t\t\t\t<span aria-hidden=\"true\">&times;<\/span>\n\t\t\t\t<\/button>\n\t\t\t<\/div>\n\t\t\t<div class=\"modal-body\">\n\t\t\t\t<div id=\"image-gallery-22643LargeCarousel\" class=\"carousel carousel-dark slide modal-gallery\" data-interval=\"false\">\n\t\t\t\t\t\t\t\t\t<ol class=\"carousel-indicators\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-target=\"#image-gallery-22643LargeCarousel\" data-slide-to=\"0\" class=\"active\"><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-target=\"#image-gallery-22643LargeCarousel\" data-slide-to=\"1\" ><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-target=\"#image-gallery-22643LargeCarousel\" data-slide-to=\"2\" ><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-target=\"#image-gallery-22643LargeCarousel\" data-slide-to=\"3\" ><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-target=\"#image-gallery-22643LargeCarousel\" data-slide-to=\"4\" ><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-target=\"#image-gallery-22643LargeCarousel\" data-slide-to=\"5\" ><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/ol>\n\t\t\t\t\t\t\t\t\t<div class=\"carousel-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"carousel-item active\">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"864\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_Comp.png\" class=\"d-block mx-auto h-100\" alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU composite score, where higher is better; GPUs scale with tier, although AMD overperforms relative to NVIDIA.\" data-id=\"0\" data-toggle=\"modal\" data-target=\"#image-gallery-22643Modal\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"full-res-image-wrapper text-center\">\n\t\t\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_Comp.png\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"carousel-item \">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"864\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_Sahde.png\" class=\"d-block mx-auto h-100\" alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU shaded score, where higher is better; NVIDIA occupies the top half, save for one AMD GPU.\" data-id=\"1\" data-toggle=\"modal\" data-target=\"#image-gallery-22643Modal\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"full-res-image-wrapper text-center\">\n\t\t\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_Sahde.png\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"carousel-item \">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"864\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_ShadeEdge.png\" class=\"d-block mx-auto h-100\" alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU shaded w\/ edges score, where higher is better; NVIDIA is relatively dominant, with one AMD exception.\" data-id=\"2\" data-toggle=\"modal\" data-target=\"#image-gallery-22643Modal\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"full-res-image-wrapper text-center\">\n\t\t\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_ShadeEdge.png\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"carousel-item \">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"864\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_RealView.png\" class=\"d-block mx-auto h-100\" alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU shaded realivew score, where higher is better; Except for the W7900, NVIDIA leads the chart.\" data-id=\"3\" data-toggle=\"modal\" data-target=\"#image-gallery-22643Modal\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"full-res-image-wrapper text-center\">\n\t\t\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_RealView.png\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"carousel-item \">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"864\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_LinesRem.png\" class=\"d-block mx-auto h-100\" alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU hidden lines removed score, where higher is better; AMD is generally superior to NVIDIA at the high end, with most NVIDIA GPUs being roughly the same.\" data-id=\"4\" data-toggle=\"modal\" data-target=\"#image-gallery-22643Modal\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"full-res-image-wrapper text-center\">\n\t\t\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_LinesRem.png\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"carousel-item \">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"864\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_Drawing.png\" class=\"d-block mx-auto h-100\" alt=\"Horizontal bar chart comparing professional GPUs in the SPECapc benchmark for Solidwork GPU drawing score, where higher is better; AMD competely dominates the chart.\" data-id=\"5\" data-toggle=\"modal\" data-target=\"#image-gallery-22643Modal\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"full-res-image-wrapper text-center\">\n\t\t\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_SW_Drawing.png\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<a class=\"carousel-control-prev\" href=\"#image-gallery-22643LargeCarousel\" role=\"button\" data-slide=\"prev\">\n\t\t\t\t\t\t<span class=\"carousel-control-prev-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<span class=\"sr-only\">Previous<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t<a class=\"carousel-control-next\" href=\"#image-gallery-22643LargeCarousel\" role=\"button\" data-slide=\"next\">\n\t\t\t\t\t\t<span class=\"carousel-control-next-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<span class=\"sr-only\">Next<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div><!-- .modal-body -->\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n<p>Starting with the composite score (Chart #1), we found that AMD leads the pack again, with the W7900 and R9700 occupying the top two slots. They are only marginally faster than most of the Blackwell family, and the top Ada cards, but this is an excellent showing from a much cheaper set of GPUs! We saw only minor generational improvements for the NVIDIA cards at the high end, but more &#8220;midrange&#8221; cards like the 2000, 4000, and 4500 saw performance uplifts of 12-21% when moving from Ada to Blackwell. Despite its great performance compared to other entry-level professional GPUs, the B50 struggles to keep up with the mid-range and high-end models we tested here.<\/p>\n\n\n\n<p>Moving on to the Shaded scores (Charts #2 and #3), we saw very similar patterns. AMD&#8217;s Radeon AI PRO R9700 topped the charts this time, with a notable lead of around 7% over the 5000 and 6000 Blackwell. While not a huge difference, the R9700 is substantially cheaper than those. The last-gen W7000 series cards are less competitive, but given NVIDIA made only very small improvements gen-on-gen, this doesn&#8217;t matter too much.<\/p>\n\n\n\n<p>In the RealView test (Chart #4), it was instead the Radeon PRO W7900 which offered the best performance, 8% faster than the 5000 Blackwell and 10% faster than the 6000 Ada. The AI PRO R9700 sits between the 6000 Blackwell and the 4000 Blackwell.<\/p>\n\n\n\n<p>Finally, in the drawing tests (Chart #6), AMD completely outperformed NVIDIA, with every tested AMD GPU beating the fastest NVIDIA model by at least 18%. For both AMD and NVIDIA, we see essentially no differentiation between GPUs within their respective lineups. Intel&#8217;s B50 also put up a surprisingly good showing, only slightly behind NVIDIA.<\/p>\n\n\n\n<p>Overall, these results make it a bit difficult to recommend any particular GPU. AMD seems to be generally dominant, but whether a W7000 or AI PRO GPU is better depends on the workflow. However, it is clear that NVIDIA &#8211; even with their new Blackwell cards &#8211; doesn&#8217;t offer the best value in SOLIDWORKS.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-pix4dmatic\"><span class=\"ez-toc-section\" id=\"PIX4Dmatic\"><\/span>PIX4Dmatic<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>PIX4Dmatic is an application we <a href=\"https:\/\/www.pugetsystems.com\/labs\/articles\/exploring-pix4dmatic-hardware-performance\/\" target=\"_blank\" rel=\"noreferrer noopener\">only started testing last month<\/a>. At that time, we promised future and ongoing testing to try and fill out a performance picture. Although there is still more to be done, we are excited to have it as part of our AEC benchmarking suite. However, one caveat for this article is that, due to time constraints, we were only able to test with our smaller dataset. We previously found scaling to be relatively consistent between the small and medium sets, but it&#8217;s still worth noting. Additionally, PIX4Dmatic only supports NVIDIA GPUs.<\/p>\n\n\n\n<script type=\"text\/javascript\">\n    jQuery(document).ready(function(){\n        var slid_to = 0;\n        jQuery('#image-gallery-60808').on('slid.bs.carousel', function(e){\n            slid_to = e.to;\n        });\n        jQuery('#image-gallery-60808LargeCarousel').on('slid.bs.carousel', function(e){\n            slid_to = e.to;\n            jQuery('#image-gallery-60808').carousel(slid_to);\n        });\n\n        jQuery('#image-gallery-60808 .carousel-item img').click(function(){\n            jQuery('#image-gallery-60808LargeCarousel').carousel(slid_to);\n        });\n    });\n<\/script>\n\n<div id=\"image-gallery-60808\" class=\"carousel carousel-dark slide gallery\" data-interval=\"false\">\n\t<div class=\"carousel-indicators\">\n\t\t            <div data-target=\"#image-gallery-60808\" data-slide-to=\"0\" class=\"active\">\n                <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Pix4DGPU_Time_Total-150x150.png\" class=\"carousel-thumbnail\" alt=\"Horizontal bar chart comparing professional GPUs in PIX4Dmatic total processing time for 100 images, measured in minutes where lower is better; newer and higher-tier GPUs complete the workload marginally faster.\" \/>            <\/div>\n                        <div data-target=\"#image-gallery-60808\" data-slide-to=\"1\" >\n                <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Pix4DGPU_Time_Calibration-150x150.png\" class=\"carousel-thumbnail\" alt=\"Horizontal bar chart comparing professional GPUs in PIX4Dmatic calibration for 100 images, showing time in seconds where lower is better; higher-end GPUs complete calibration slightly faster overall.\" \/>            <\/div>\n                        <div data-target=\"#image-gallery-60808\" data-slide-to=\"2\" >\n                <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Pix4DGPU_Time_PointCloud-150x150.png\" class=\"carousel-thumbnail\" alt=\"Horizontal bar chart comparing professional GPUs in PIX4Dmatic point cloud generation for 100 images, showing time in seconds where lower is better; performance differences are modest across most GPUs.\" \/>            <\/div>\n            \t<\/div><!-- .carousel-indicators -->\n\t\t<div class=\"carousel-inner\">\n\t\t\t\t\t<div class=\"carousel-item active\">\n\n                \t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Pix4DGPU_Time_Total.png\"\n\t\t\t\t     alt=\"Horizontal bar chart comparing professional GPUs in PIX4Dmatic total processing time for 100 images, measured in minutes where lower is better; newer and higher-tier GPUs complete the workload marginally faster.\" class=\"d-block mx-auto h-100\" data-id=\"0\" data-toggle=\"modal\" data-target=\"#image-gallery-60808Modal\" \/>\n                \t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"carousel-item \">\n\n                \t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Pix4DGPU_Time_Calibration.png\"\n\t\t\t\t     alt=\"Horizontal bar chart comparing professional GPUs in PIX4Dmatic calibration for 100 images, showing time in seconds where lower is better; higher-end GPUs complete calibration slightly faster overall.\" class=\"d-block mx-auto h-100\" data-id=\"1\" data-toggle=\"modal\" data-target=\"#image-gallery-60808Modal\" \/>\n                \t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"carousel-item \">\n\n                \t\t\t\t<img decoding=\"async\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Pix4DGPU_Time_PointCloud.png\"\n\t\t\t\t     alt=\"Horizontal bar chart comparing professional GPUs in PIX4Dmatic point cloud generation for 100 images, showing time in seconds where lower is better; performance differences are modest across most GPUs.\" class=\"d-block mx-auto h-100\" data-id=\"2\" data-toggle=\"modal\" data-target=\"#image-gallery-60808Modal\" \/>\n                \t\t\t<\/div>\n\t\t\t\t<\/div>\n\t<a class=\"carousel-control-prev\" href=\"#image-gallery-60808\" role=\"button\" data-slide=\"prev\">\n\t\t<span class=\"carousel-control-prev-icon\" aria-hidden=\"true\"><\/span>\n\t\t<span class=\"sr-only\">Previous<\/span>\n\t<\/a>\n\t<a class=\"carousel-control-next\" href=\"#image-gallery-60808\" role=\"button\" data-slide=\"next\">\n\t\t<span class=\"carousel-control-next-icon\" aria-hidden=\"true\"><\/span>\n\t\t<span class=\"sr-only\">Next<\/span>\n\t<\/a>\n<\/div>\n<div class=\"gallery-caption\"><\/div>\n\n\n\n\n\n<div class=\"modal fade\" id=\"image-gallery-60808Modal\" tabindex=\"-1\" role=\"dialog\">\n\t<div class=\"modal-dialog modal-xl\" role=\"document\">\n\t\t<div class=\"modal-content\">\n\t\t\t<div class=\"modal-header\">\n\t\t\t\t<h5 class=\"modal-title\">System Image<\/h5>\n\t\t\t\t<button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\">\n\t\t\t\t\t<span aria-hidden=\"true\">&times;<\/span>\n\t\t\t\t<\/button>\n\t\t\t<\/div>\n\t\t\t<div class=\"modal-body\">\n\t\t\t\t<div id=\"image-gallery-60808LargeCarousel\" class=\"carousel carousel-dark slide modal-gallery\" data-interval=\"false\">\n\t\t\t\t\t\t\t\t\t<ol class=\"carousel-indicators\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-target=\"#image-gallery-60808LargeCarousel\" data-slide-to=\"0\" class=\"active\"><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-target=\"#image-gallery-60808LargeCarousel\" data-slide-to=\"1\" ><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-target=\"#image-gallery-60808LargeCarousel\" data-slide-to=\"2\" ><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/ol>\n\t\t\t\t\t\t\t\t\t<div class=\"carousel-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"carousel-item active\">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"672\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Pix4DGPU_Time_Total.png\" class=\"d-block mx-auto h-100\" alt=\"Horizontal bar chart comparing professional GPUs in PIX4Dmatic total processing time for 100 images, measured in minutes where lower is better; newer and higher-tier GPUs complete the workload marginally faster.\" data-id=\"0\" data-toggle=\"modal\" data-target=\"#image-gallery-60808Modal\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"full-res-image-wrapper text-center\">\n\t\t\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Pix4DGPU_Time_Total.png\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"carousel-item \">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"672\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Pix4DGPU_Time_Calibration.png\" class=\"d-block mx-auto h-100\" alt=\"Horizontal bar chart comparing professional GPUs in PIX4Dmatic calibration for 100 images, showing time in seconds where lower is better; higher-end GPUs complete calibration slightly faster overall.\" data-id=\"1\" data-toggle=\"modal\" data-target=\"#image-gallery-60808Modal\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"full-res-image-wrapper text-center\">\n\t\t\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Pix4DGPU_Time_Calibration.png\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"carousel-item \">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"672\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Pix4DGPU_Time_PointCloud.png\" class=\"d-block mx-auto h-100\" alt=\"Horizontal bar chart comparing professional GPUs in PIX4Dmatic point cloud generation for 100 images, showing time in seconds where lower is better; performance differences are modest across most GPUs.\" data-id=\"2\" data-toggle=\"modal\" data-target=\"#image-gallery-60808Modal\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"full-res-image-wrapper text-center\">\n\t\t\t\t\t\t\t\t\t<a class=\"btn btn-light btn-lg\" href=\"https:\/\/wp-cdn.pugetsystems.com\/2025\/12\/PGR25_Pix4DGPU_Time_PointCloud.png\" target=\"_blank\">Open Full Resolution <i class=\"fas fa-external-link-alt\"><\/i><\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<a class=\"carousel-control-prev\" href=\"#image-gallery-60808LargeCarousel\" role=\"button\" data-slide=\"prev\">\n\t\t\t\t\t\t<span class=\"carousel-control-prev-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<span class=\"sr-only\">Previous<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t<a class=\"carousel-control-next\" href=\"#image-gallery-60808LargeCarousel\" role=\"button\" data-slide=\"next\">\n\t\t\t\t\t\t<span class=\"carousel-control-next-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t\t\t\t<span class=\"sr-only\">Next<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div><!-- .modal-body -->\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n<p>The first chart looks at the overall processing time for the small image set. We found that, in terms of a complete pipeline, the impact of processing time from GPUs is relatively minor. Blackwell cards were generally faster than their last-gen counterparts, but only by a few percent, with one exception: the 2000 Blackwell was noticeably faster than the 2000 Ada. However, while useful, the overall score is influenced by a variety of sections that are not, or only weakly, influenced by GPU performance.<\/p>\n\n\n\n<p>Moving on to one of the more GPU-sensitive portions, in calibration (Chart #2) we see much more scaling with theoretical GPU performance. The 6000 Blackwell models lead the chart &#8211; though interestingly, we found the Max-Q variant slightly faster than the 600 W Workstation card &#8211; followed by the 5000 Blackwell. Almost any of the adjacent bars are interchangeable, as they fall within each other\u2019s confidence intervals. However, an overall trend is present: generational improvements average about 5%, though they fall off at the higher end, and the 2000 Blackwell an outlier at 13% faster than the 2000 Ada.<\/p>\n\n\n\n<p>Our third chart looks at the time taken to generate a dense point cloud, and shows very similar trends. The Blackwell cards are faster than their Ada counterparts by a small margin, and higher-end cards are faster than lower-end cards, but the overall difference isn&#8217;t huge. Additionally, since all the cards tested (being professional models) have large VRAM buffers, the memory capacity is likely not a differentiator.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-conclusion\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>Conclusion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>As we continue to flesh out our engineering tests, it is fascinating to see how support, relative performance, and value propositions for professional workstation GPUs differ from the consumer side. While there are still some applications which only work with NVIDIA GPUs, the guarantees of software support, ISV certification, and driver validation help ensure that more applications work well across the whole range of GPU architectures. We think, much like the consumer space, the professional workstation market is becoming increasingly competitive.<\/p>\n\n\n\n<p>Overall, we were surprised to find that AMD&#8217;s professional GPUs offer the best performance in AEC workflows, outside of programs which require NVIDIA cards. Whether the Radeon PRO W7900 or Radeon AI PRO R9700 was the top GPU depended on the exact workflow within an application, but both offered outstanding performance in the applications we tested. NVIDIA&#8217;s Blackwell GPUs were solid, but struggled to differentiate themselves from their last-gen, Ada-based counterparts. On the low end, Intel lagged, but possibly not by enough to offset the B50&#8217;s low price tag for value-conscious users.<\/p>\n\n\n<div class=\"wp-bootstrap-blocks-row row puget-icon-section\">\n\t\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-thumbnail is-resized text-center\"><a href=\"\/solutions\/engineering-workstations\/\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/wp-cdn.pugetsystems.com\/2022\/12\/computer-icon.png\" alt=\"Tower Computer Icon in Puget Systems Colors\" class=\"wp-image-12659\" style=\"width:113px;height:113px\" title=\"\"\/><\/a><\/figure>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-center\" id=\"h-looking-for-an-engineering-workstation\">Looking for an engineering workstation?<\/h4>\n\n\n\n<p class=\"has-text-align-center\">We build computers tailor-made for your 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applications.<\/p>\n","protected":false},"author":192,"featured_media":42637,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false,"content-type":"","classic-editor-remember":"","legacy_id":"","redirect_url":[],"expire_date":"","alert_message":"","alert_link":[],"configure_ids":"","system_grid_title":"","system_grid_ids":"","footnotes":""},"article_categories":[7477,7492,7499,7501,7505],"article_tags":[],"coauthors":[9028],"class_list":["post-42266","article","type-article","status-publish","has-post-thumbnail","hentry","article_category-inventor","article_category-pix4d","article_category-revit","article_category-solidworks","article_category-video-cards"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.7 (Yoast SEO v26.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>2025 Professional GPU Engineering Roundup | Puget Systems<\/title>\n<meta name=\"description\" content=\"With RTX 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