Clinical Benchmarks

GPT-6.1 Sol

Released 29 Sep 2026$2 input, $10 output per million tokens1.05M contextproprietaryAlso written as openai/gpt-6.1-solCompare with other models

Clinical Benchmarks Index
65.6rank 30 of 148; 80.4 × 0.816 = 65.6, from 2 of 10 boards
Boards
2 of 13
Results
2
Latest measurement
Sep 2026

Results

Each line is placed on its own board. Dark tick: the board leader.

Documentation and coding

  1. MedScribe (Vals AI)
    model ID openai/gpt-6.1-sol; max_output_tokens=128000; reasoning_effort=max
    86.45
    Rank 20 of 105Leader Claude Opus 5.5 91.43
    Official leaderboard
    Measured Sep 2026
  2. MedCode (Vals AI)
    model ID openai/gpt-6.1-sol; reasoning_effort=max; max_output_tokens=128000
    48.84
    Rank 25 of 103Leader Claude Opus 5 63.57
    Official leaderboard
    Measured Sep 2026

Sources

Open a line for the quote and page.

  1. 20MedScribe (Vals AI) model ID openai/gpt-6.1-sol; max_output_tokens=128000; reasoning_effort=max 86.45
    Printed as 86.45%Official leaderboard, measured Sep 2026Configuration: model ID openai/gpt-6.1-sol; max_output_tokens=128000; reasoning_effort=max
    Vals AI MedScribe leaderboard official leaderboard, Vals AI, 3 Sep 2026. Vals AI MedScribe leaderboard, View: All Models, Task: Overall, row 20 of 105 (GPT-6.1 Sol), Accuracy column; Updated 9/29/2026. Rendered BenchmarkView table; configuration from embedded astro-island BenchmarkView props, benchmarkView.default.tasks.overall["openai/gpt-6.1-sol"].
    20 | GPT-6.1 Sol | 86.45%±1.90 | $2/$10 | 2m50s
    Every result from this document
  2. 25MedCode (Vals AI) model ID openai/gpt-6.1-sol; reasoning_effort=max; max_output_tokens=128000 48.84
    Printed as 48.84%Official leaderboard, measured Sep 2026Configuration: model ID openai/gpt-6.1-sol; reasoning_effort=max; max_output_tokens=128000
    Vals AI MedCode leaderboard official leaderboard, Vals AI, 29 Sep 2026. MedCode leaderboard, Overall task, All Models expanded, rank 25 of 103; Accuracy column; board Updated 9/29/2026. Rendered table row; configuration from embedded BenchmarkView props benchmarkView.default.tasks.overall["openai/gpt-6.1-sol"].
    25 | GPT-6.1 Sol | 48.84%±2.12 | $2/$10 | 115.34s
    Every result from this document

Other OpenAI models: GPT-4.1, GPT-4.1 mini, GPT-4o, GPT-5, GPT-5.1, GPT-5.2, GPT-5.3-Codex, GPT-5.4, GPT-5.4 mini, GPT-5.4 nano, GPT-5.5, GPT-5.5 Instant, GPT-5.6 Luna, GPT-5.6 Sol, GPT-5.6 Terra, GPT-5 mini, GPT-5 nano, GPT-6 Astra, GPT-6 Luna, GPT-6 Sol, GPT OSS 120B, GPT OSS 20B, o3, o4-mini