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https://cadbench.ai/news/cad-bench-v3-opus-5-5

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1Published the cad-gen-freecad Dataset to Hugging Face</p></a></div></aside><article class="MuiBox-root css-df69dt"><div class="MuiStack-root css-1ixhqhw"><p class="MuiTypography-root MuiTypography-body1 css-1ekit1d">September 24, 2026</p><p class="MuiTypography-root MuiTypography-body1 css-1s04q42">•</p><p class="MuiTypography-root MuiTypography-body1 css-ahxk8u">Leaderboard Update</p></div><h1 class="MuiTypography-root MuiTypography-h4 css-1831d6r">Parametric CAD Bench V3: Claude Opus 5.5 Takes the Lead</h1><p class="MuiTypography-root MuiTypography-body1 css-v24lfp">Today we are adding two Claude Opus 5.5 results to the<!-- --> <strong>Parametric CAD Bench V3</strong> leaderboard. Claude Code reaches<!-- --> <strong>61.03%</strong>, while mini-swe-agent with the multimodal bridge reaches<!-- --> <strong>57.96%</strong>.</p><p class="MuiTypography-root MuiTypography-body1 css-ztswfo"><strong>The two new rows rank first and second on the current leaderboard.</strong> <!-- -->GPT-6 Astra follows at 56.87% and Claude Fable 5.1 at 56.75%. The confidence intervals of all four rows overlap, so this ordering should not be treated as a statistically decisive separation.</p><h2 class="MuiTypography-root MuiTypography-h6 css-1c3z7hg">The updated V3 leaderboard</h2><p class="MuiTypography-root MuiTypography-body1 css-v24lfp">Overall score is the mean continuous reward across all 100 tasks. Failed and unscored trials count as zero. Scored excludes trials ending in an exception, while Perfect means a reward of exactly 1.0. The 95% confidence interval is calculated over all 100 per-task rewards. Every row links to its public Harbor run.</p><div class="MuiBox-root css-i3pbo"><div class="MuiTableContainer-root css-mram4c"><table class="MuiTable-root css-uxm03a" aria-label="CAD Bench V3 leaderboard"><thead class="MuiTableHead-root css-1srizac"><tr class="MuiTableRow-root MuiTableRow-head css-zld8lg"><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-sizeSmall css-nqwo7q" scope="col">Rank</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-sizeSmall css-nqwo7q" scope="col">Model</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-sizeSmall css-nqwo7q" scope="col">Agent</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-sizeSmall css-nqwo7q" scope="col">Effort</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-alignRight MuiTableCell-sizeSmall css-1p7p8uu" scope="col">Create</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-alignRight MuiTableCell-sizeSmall css-1p7p8uu" scope="col">Create + Edit</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-alignRight MuiTableCell-sizeSmall css-1p7p8uu" scope="col">Image-to-CAD</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-alignRight MuiTableCell-sizeSmall css-1p7p8uu" scope="col">Overall (95% CI)</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-alignRight MuiTableCell-sizeSmall css-1p7p8uu" scope="col">Scored</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-alignRight MuiTableCell-sizeSmall css-1p7p8uu" scope="col">Perfect</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-alignRight MuiTableCell-sizeSmall css-1p7p8uu" scope="col">Cost (USD)</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-sizeSmall css-nqwo7q" scope="col">Run</th></tr></thead><tbody class="MuiTableBody-root css-1xnox0e"><tr class="MuiTableRow-root MuiTableRow-hover css-1yzjd28"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><div class="MuiBox-root css-i41x7q">1</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://platform.claude.com/docs/en/models/opus-5-5/overview" target="_blank" rel="noopener noreferrer">Claude Opus 5.5</a></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://claude.com/product/claude-code" target="_blank" rel="noopener noreferrer">Claude Code</a><div class="MuiBox-root css-1fpl9if">2.1.280</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2">max</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">50.87</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">39.69</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">84.66</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-994ghp">61.03<!-- -->% ± 7.53</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">99<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">9<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">$573.94</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-11kedf4" href="https://hub.harborframework.com/jobs/2bfed91c-0043-43ed-b797-84ab3057d102" target="_blank" rel="noopener noreferrer">View run</a></td></tr><tr class="MuiTableRow-root MuiTableRow-hover css-1yzjd28"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><div class="MuiBox-root css-uh0gyj">2</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://platform.claude.com/docs/en/models/opus-5-5/overview" target="_blank" rel="noopener noreferrer">Claude Opus 5.5</a></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://github.com/SWE-agent/mini-swe-agent" target="_blank" rel="noopener noreferrer">mini-swe-agent</a><div class="MuiBox-root css-1fpl9if">2.4.6</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2">max</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">42.79</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">41.38</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">81.77</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-994ghp">57.96<!-- -->% ± 7.82</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">93<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">8<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">$498.28</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-11kedf4" href="https://hub.harborframework.com/jobs/72514eba-0a7f-44e8-b154-ad2ecc7ff5fb" target="_blank" rel="noopener noreferrer">View run</a></td></tr><tr class="MuiTableRow-root MuiTableRow-hover css-1yzjd28"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><div class="MuiBox-root css-1839bee">3</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://developers.openai.com/api/docs/models/gpt-6-astra" target="_blank" rel="noopener noreferrer">GPT-6 Astra</a></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://openai.com/codex/" target="_blank" rel="noopener noreferrer">Codex</a><div class="MuiBox-root css-1fpl9if">0.154.0</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2">max</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">52.26</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">44.37</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">69.70</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-994ghp">56.87<!-- -->% ± 6.85</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">100<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">5<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">$317.81</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-11kedf4" href="https://hub.harborframework.com/jobs/9fcdc97e-bf05-48eb-920d-67401d369e00" target="_blank" rel="noopener noreferrer">View run</a></td></tr><tr class="MuiTableRow-root MuiTableRow-hover css-1yzjd28"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><div class="MuiBox-root css-1hrjey5">4</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://platform.claude.com/docs/en/models/fable-5-1/overview" target="_blank" rel="noopener noreferrer">Claude Fable 5.1</a></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://claude.com/product/claude-code" target="_blank" rel="noopener noreferrer">Claude Code</a><div class="MuiBox-root css-1fpl9if">2.1.270</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2">max</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">55.48</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">36.75</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">72.71</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-994ghp">56.75<!-- -->% ± 7.18</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">98<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">7<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">$1,056.04</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-11kedf4" href="https://hub.harborframework.com/jobs/1306c4c5-ad62-497b-8241-7b99bea19b4b" target="_blank" rel="noopener noreferrer">View run</a></td></tr><tr class="MuiTableRow-root MuiTableRow-hover css-1yzjd28"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><div class="MuiBox-root css-1hrjey5">5</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://platform.claude.com/docs/en/models/opus-5/overview" target="_blank" rel="noopener noreferrer">Claude Opus 5</a></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://claude.com/product/claude-code" target="_blank" rel="noopener noreferrer">Claude Code</a><div class="MuiBox-root css-1fpl9if">2.1.270</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2">max</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">49.48</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">36.52</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">62.64</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-994ghp">50.86<!-- -->% ± 7.45</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">99<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">6<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">$1,012.21</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-11kedf4" href="https://hub.harborframework.com/jobs/85a26704-d90e-42eb-a3c4-77ec1a12642d" target="_blank" rel="noopener noreferrer">View run</a></td></tr><tr class="MuiTableRow-root MuiTableRow-hover css-1yzjd28"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><div class="MuiBox-root css-1hrjey5">6</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/gemini/3-8-flash" target="_blank" rel="noopener noreferrer">Gemini 3.8 Flash</a></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://github.com/SWE-agent/mini-swe-agent" target="_blank" rel="noopener noreferrer">mini-swe-agent</a><div class="MuiBox-root css-1fpl9if">2.4.6</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2">high</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">47.94</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">31.22</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">31.10</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-994ghp">36.19<!-- -->% ± 6.97</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">94<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">4<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">$271.85</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-11kedf4" href="https://hub.harborframework.com/jobs/eefb6a64-e30f-40b1-bf89-c3d357b34be7" target="_blank" rel="noopener noreferrer">View run</a></td></tr><tr class="MuiTableRow-root MuiTableRow-hover css-1yzjd28"><td class="MuiTableCell-root MuiTableCell-body Mu
1iTableCell-sizeSmall css-1taj1s2"><div class="MuiBox-root css-1hrjey5">7</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://x.ai/news/grok-4-7" target="_blank" rel="noopener noreferrer">Grok 4.7</a></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://github.com/xai-org/grok-build" target="_blank" rel="noopener noreferrer">Grok Build</a><div class="MuiBox-root css-1fpl9if">1.0.30</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2">high</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">45.57</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">34.63</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">26.91</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-994ghp">34.82<!-- -->% ± 6.64</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">100<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">3<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">$670.22</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-11kedf4" href="https://hub.harborframework.com/jobs/380ceb1c-8581-491d-9377-1ab480c54f7d" target="_blank" rel="noopener noreferrer">View run</a></td></tr><tr class="MuiTableRow-root MuiTableRow-hover css-1yzjd28"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><div class="MuiBox-root css-1hrjey5">8</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://developers.openai.com/api/docs/models/gpt-5.6-sol" target="_blank" rel="noopener noreferrer">GPT-5.6 Sol</a></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://github.com/openai/codex" target="_blank" rel="noopener noreferrer">Codex</a><div class="MuiBox-root css-1fpl9if">0.154.0</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2">max</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">36.23</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">24.78</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">29.20</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-994ghp">29.98<!-- -->% ± 6.17</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">100<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">1<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">$291.99</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-11kedf4" href="https://hub.harborframework.com/jobs/ae948a69-a2c8-4686-906a-0acedc6423bf" target="_blank" rel="noopener noreferrer">View run</a></td></tr><tr class="MuiTableRow-root MuiTableRow-hover css-1yzjd28"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><div class="MuiBox-root css-1hrjey5">9</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://docs.x.ai/developers/models/grok-4.6" target="_blank" rel="noopener noreferrer">Grok 4.6</a></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://docs.x.ai/build/overview" target="_blank" rel="noopener noreferrer">Grok Build</a><div class="MuiBox-root css-1fpl9if">1.0.30</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2">high</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">41.61</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">33.45</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">13.00</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-994ghp">27.72<!-- -->% ± 6.30</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">100<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">2<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">$390.94</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-11kedf4" href="https://hub.harborframework.com/jobs/ecfb96c6-cee8-47c3-982a-3a9701408dfa" target="_blank" rel="noopener noreferrer">View run</a></td></tr><tr class="MuiTableRow-root MuiTableRow-hover css-1yzjd28"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><div class="MuiBox-root css-1hrjey5">10</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/gemini/3-8-flash" target="_blank" rel="noopener noreferrer">Gemini 3.8 Flash</a></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://antigravity.google/" target="_blank" rel="noopener noreferrer">Antigravity</a><div class="MuiBox-root css-1fpl9if">1.2.7</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2">high</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">
143.28</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">25.32</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">17.45</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-994ghp">27.56<!-- -->% ± 6.72</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">100<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">4<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">$196.74</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-11kedf4" href="https://hub.harborframework.com/jobs/57efd748-baff-46b4-86b8-66f327122029" target="_blank" rel="noopener noreferrer">View run</a></td></tr><tr class="MuiTableRow-root MuiTableRow-hover css-1yzjd28"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><div class="MuiBox-root css-1hrjey5">11</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://openrouter.ai/moonshotai/kimi-k3" target="_blank" rel="noopener noreferrer">Kimi K3</a></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://github.com/SWE-agent/mini-swe-agent" target="_blank" rel="noopener noreferrer">mini-swe-agent</a><div class="MuiBox-root css-1fpl9if">2.4.6</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2">max</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">39.11</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">23.49</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">15.36</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-994ghp">24.92<!-- -->% ± 6.40</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">96<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">1<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">$314.55</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-11kedf4" href="https://hub.harborframework.com/jobs/704e63f0-86a0-4ca4-a606-e59954081ad8" target="_blank" rel="noopener noreferrer">View run</a></td></tr><tr class="MuiTableRow-root MuiTableRow-hover css-1yzjd28"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><div class="MuiBox-root css-1hrjey5">12</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://openrouter.ai/meta/muse-spark-1.3" target="_blank" rel="noopener noreferrer">Muse Spark 1.3</a></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://github.com/SWE-agent/mini-swe-agent" target="_blank" rel="noopener noreferrer">mini-swe-agent</a><div class="MuiBox-root css-1fpl9if">2.4.6</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2">max</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">33.61</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">24.33</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">8.84</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-994ghp">20.92<!-- -->% ± 5.81</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">99<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">1<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">$357.03</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-11kedf4" href="https://hub.harborframework.com/jobs/aee96aa1-3969-4753-8792-8fb1f4cf142c" target="_blank" rel="noopener noreferrer">View run</a></td></tr><tr class="MuiTableRow-root MuiTableRow-hover css-1yzjd28"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><div class="MuiBox-root css-1hrjey5">13</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://developers.openai.com/api/docs/models/gpt-5.6-terra" target="_blank" rel="noopener noreferrer">GPT-5.6 Terra</a></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-14e7piq" href="https://github.com/openai/codex" target="_blank" rel="noopener noreferrer">Codex</a><div class="MuiBox-root css-1fpl9if">0.154.0</div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2">max</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">23.32</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">23.23</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">8.18</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-994ghp">17.24<!-- -->% ± 5.84</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">99<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">0<!-- -->/<!-- -->100</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-alignRight MuiTableCell-sizeSmall css-1w3x37d">
1$215.12</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeSmall css-1taj1s2"><a class="MuiTypography-root MuiTypography-inherit MuiLink-root MuiLink-underlineHover css-11kedf4" href="https://hub.harborframework.com/jobs/8f0d4c3b-f42c-493e-a804-ecb80b8a5a94" target="_blank" rel="noopener noreferrer">View run</a></td></tr></tbody></table></div></div><h2 class="MuiTypography-root MuiTypography-h6 css-1c3z7hg">Opus 5.5 improves substantially over Opus 5</h2><p class="MuiTypography-root MuiTypography-body1 css-v24lfp">Holding Claude Code constant, the overall score rises from 50.86% with Opus 5 to 61.03% with Opus 5.5, a paired improvement of 10.18 percentage points (paired 95% CI: 5.22 to 15.13). The largest change is image-to-CAD, which rises by 22.02 points, from 62.64% to 84.66%. Creation improves by 1.39 points and create-and-edit by 3.17 points.</p><p class="MuiTypography-root MuiTypography-body1 css-v24lfp">The newer model is also less expensive in this run. Known API cost falls from $1,012.21 to $573.94, a 43.3% reduction, while token use falls from 946.0M to 552.4M, a 41.6% reduction.</p><h2 class="MuiTypography-root MuiTypography-h6 css-1c3z7hg">The two agent results are close</h2><p class="MuiTypography-root MuiTypography-body1 css-v24lfp">With Claude Opus 5.5 held constant, Claude Code leads mini-swe-agent by 3.08 percentage points overall, but the paired 95% interval runs from -1.15 to 7.31 points. Claude Code wins 27 tasks, mini-swe-agent wins 28, and 45 tie. Claude Code is 8.07 points higher on creation and 2.90 points higher on image-to-CAD; mini-swe-agent is 1.68 points higher on create-and-edit.</p><p class="MuiTypography-root MuiTypography-body1 css-v24lfp">Claude Code produces 99 scored trials versus 93 for mini-swe-agent. The mini-swe-agent run costs $75.66 less, at $498.28 rather than $573.94.</p><h2 class="MuiTypography-root MuiTypography-h6 css-1c3z7hg">New image-to-CAD highs</h2><p class="MuiTypography-root MuiTypography-body1 css-v24lfp">Both Opus 5.5 rows achieve the highest image-to-CAD scores reported on the leaderboard so far. Claude Code reaches 84.66% and mini-swe-agent reaches 81.77%, compared with the previous high of 72.71% from Claude Fable 5.1. The result reinforces the importance of both model capability and the way an agent exposes engineering drawings to the model.</p><p class="MuiTypography-root MuiTypography-body1 css-v24lfp">The audit counts every final exception as zero and includes superseded retry usage in cost and token totals. The Claude Code row has one final output-limit error; the mini-swe-agent row has seven final errors. Claude Code also invokes its Opus 5 fallback on two zero-scoring tasks after unsuccessful Opus 5.5 calls. Those fallback calls add no score benefit, and their $9.83 cost is included in the row total.</p><div class="MuiStack-root css-s2m3a8"><a class="MuiButtonBase-root MuiButton-root MuiButton-contained MuiButton-containedPrimary MuiButton-sizeMedium MuiButton-containedSizeMedium MuiButton-colorPrimary MuiButton-disableElevation MuiButton-root MuiButton-contained MuiButton-containedPrimary MuiButton-sizeMedium MuiButton-containedSizeMedium MuiButton-colorPrimary MuiButton-disableElevation css-1prp8n9" tabindex="0" href="/cad-bench/leaderboard?version=v3">View the V3 leaderboard</a><a class="MuiButtonBase-root MuiButton-root MuiButton-outlined MuiButton-outlinedPrimary MuiButton-sizeMedium MuiButton-outlinedSizeMedium MuiButton-colorPrimary MuiButton-disableElevation MuiButton-root MuiButton-outlined MuiButton-outlinedPrimary MuiButton-sizeMedium MuiButton-outlinedSizeMedium MuiButton-colorPrimary MuiButton-disableElevation css-72pxbd" tabindex="0" href="https://hub.harborframework.com/datasets/gnucleus-ai/cad-bench/latest?tab=leaderboard&amp;leaderboard=v3" target="_blank" rel="noopener noreferrer">Open in Harbor<span class="MuiButton-icon MuiButton-endIcon MuiButton-iconSizeMedium css-pt151d"><svg class="MuiSvgIcon-root MuiSvgIcon-fontSizeSmall css-1k33q06" focusable="false" aria-hidden="true" viewBox="0 0 24 24" data-testid="OpenInNewIcon"><path d="M19 19H5V5h7V3H5c-1.11 0-2 .9-2 2v14c0 1.1.89 2 2 2h14c1.1 0 2-.9 2-2v-7h-2zM14 3v2h3.59l-9.83 9.83 1.41 1.41L19 6.41V10h2V3z"></path></svg></span></a><a class="MuiButtonBase-root MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary MuiButton-disableElevation MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary MuiButton-disableElevation css-63lmbd" tabindex="0" href="/cad-bench/news/cad-bench-v3">Read the V3 launch post</a></div></article></div></div></main></div></div></div>
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Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.