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DAYJOB: Healthcare (October 2026 rescoring)

Health & Medicine

Surge's DAYJOB: Healthcare board as rescored between its October 23 and October 27, 2026 site builds, on clinical, pharmacy and operations assignments. The page has no changelog and names no metric or rubric threshold, and its description now says 65 assignments where the paper and dataset card say 50. The paper and dataset card still describe passing only on every rubric criterion, and the launch post still quotes the old 24.7% leader. Surge doesn't say what the new scores measure, but against the paper's strict column they reproduce its statistics for a 95% rubric threshold, which Surge states only for DAYJOB: Tax: Kendall tau-b 0.85 and the top five multiplied by 2.7 on average. Every value fits five attempts on each of 50 tasks, the count the paper and the linked harness repository state, apart from Claude Opus 5.5 Max's 48.3, which fits one errored attempt being excluded. That repository, unchanged since September 23, also names a Claude Opus 4.8 judge. Kept apart from the original board because scores rose by as much as 23.6 points (Claude Opus 5.5 Max, 24.7 to 48.3).

Benchmark source: Surgehq

Top models (higher is better)

ModelScoreSource
Claude Opus 5.548.3Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Claude Sonnet 5.534.0Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Claude Fable 5.131.2Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Muse Wonder31.2Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
GPT-6 Astra28.4Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Grok 4.727.6Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
GPT-6.1 Sol25.2Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Gemini 4 Argon23.6Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Claude Opus 522.0Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Muse Spark 1.322.0Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Grok 4.614.8Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Claude Fable 511.2Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Muse Spark 1.28.8Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
GPT-6 Sol7.2Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
DeepSeek V4.1 Flash 10176.0Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
GLM-5.34.4Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
GPT-5.6 Sol4.4Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Kimi K34.0Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
GPT-5.6 Terra3.6Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Mistral Large 4 Preview3.6Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Sonnet 52.8Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Gemini 3.7 Flash2.4Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Gemini 3.8 Flash2.0Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
GPT-5.6 Luna1.6Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Beam 1.0 501B A23B1.2Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
GLM-5.3 Flash1.2Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
GPT-6 Luna1.2Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Hy31.2Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Gemini 3.1 Pro Preview0.4Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Inkling0.4Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Kimi K2.7 Code0.0Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Mistral Large 3 675B Instruct 25120.0Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
Muse Glimmer 30B0.0Surge AI DAYJOB: Healthcare (October 2026 rescoring) leaderboard · Surge AI
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