Clinical Benchmarks

MiMo V2.5 Pro

1M context1.02T A42BopenAlso written as xiaomi/mimo-v2.5-pro

3 results on 3 of 13 boards, latest measured Sep 2026. Compare with other models

Clinical Benchmarks Index23.1Rank 99 of 1493 of 10 boardsAverage × multiplier 32.7 × 0.707 = 23.1This site’s own calculation. Working How it is computed

Results

Each line sits on its own board's scale. Tall tick: the board leader.

Documentation and coding

  1. MedScribe (Vals AI)
    model ID xiaomi/mimo-v2.5-pro; temperature=1; top_p=0.95; max_output_tokens=30000
    83.73
    Rank 39 of 105Leader Claude Opus 5.5 91.43
    Official leaderboard
    Measured Sep 2026
  2. MedCode (Vals AI)
    model ID xiaomi/mimo-v2.5-pro; temperature=1; top_p=0.95; max_output_tokens=30000
    32.48
    Rank 85 of 103Leader Claude Opus 5 63.57
    Official leaderboard
    Measured Sep 2026

EHR and workflow agents

  1. PhysicianBench
    Pass@1 over 3 runs; Pass^3 6.0; shared FHIR tool harness; up to 100 turns; high reasoning when supported
    16.7
    Rank 23 of 28 here, 12 models on the boardLeader Claude Opus 5.5 (max) 68.4
    Official leaderboard
    Measured May 2026

Index working

The Clinical Benchmarks Index is this site's own calculation: a weighted average of the board scores times a multiplier for the boards behind it. How it is computed

  • MedScribe (Vals AI)83.7383.7×0.25, near its ceilingNear its ceiling: leader 91.4, weight 0.25model ID xiaomi/mimo-v2.5-pro; temperature=1; top_p=0.95; max_output_tokens=30000
  • MedCode (Vals AI)32.4832.5×0.911model ID xiaomi/mimo-v2.5-pro; temperature=1; top_p=0.95; max_output_tokens=30000
  • PhysicianBench16.716.7×0.79Pass@1 over 3 runs; Pass^3 6.0; shared FHIR tool harness; up to 100 turns; high reasoning when supported
Weighted average of 3 boards
32.7
Multiplier for 3 of 10 boards
× 0.707
Index
32.7 × 0.707 = 23.1

Score: the result on the board’s own 0 to 100 scale. Dot: this model; tick: the board’s leader. Weight: how much the board counts in the weighted average; bold where the board is near its ceiling and counts for less. Each result links to its quote and page; the line under it is the setting it was measured with.

Sources

The quote, page and document for each of the 3 results
  1. 39MedScribe (Vals AI) mimo-v2.5-pro 83.73
    Printed as 83.73%Official leaderboard, measured Sep 2026Configuration: model ID xiaomi/mimo-v2.5-pro; temperature=1; top_p=0.95; max_output_tokens=30000
    Vals AI MedScribe leaderboard official leaderboard, Vals AI, 3 Sep 2026. Vals AI MedScribe leaderboard, View: All Models, Task: Overall, row 39 of 105 (MiMo V2.5 Pro), Accuracy column; Updated 9/29/2026. Rendered BenchmarkView table; configuration from embedded astro-island BenchmarkView props, benchmarkView.default.tasks.overall["xiaomi/mimo-v2.5-pro"].
    39 | MiMo V2.5 Pro | 83.73%±2.06 | $0.435/$0.87 | 90.71s
    Every result from this document
  2. 85MedCode (Vals AI) mimo-v2.5-pro 32.48
    Printed as 32.48%Official leaderboard, measured Sep 2026Configuration: model ID xiaomi/mimo-v2.5-pro; temperature=1; top_p=0.95; max_output_tokens=30000
    Vals AI MedCode leaderboard official leaderboard, Vals AI, 29 Sep 2026. MedCode leaderboard, Overall task, All Models expanded, rank 85 of 103; Accuracy column; board Updated 9/29/2026. Rendered table row; configuration from embedded BenchmarkView props benchmarkView.default.tasks.overall["xiaomi/mimo-v2.5-pro"].
    85 | MiMo V2.5 Pro | 32.48%±1.91 | $0.435/$0.87 | 38.45s
    Every result from this document
  3. 23PhysicianBench Pass@1 over 3 runs 16.7
    Printed as 16.7 ± 4.0Official leaderboard, measured May 2026Configuration: Pass@1 over 3 runs; Pass^3 6.0; shared FHIR tool harness; up to 100 turns; high reasoning when supported
    PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments (arXiv 2605.02240v1 PDF) paper, Stanford University (HealthRex; Liu, Chen et al.), 4 May 2026. arXiv HTML 2605.02240v1, Section 5.2, Table 2; MiMo-v2.5-Pro row, Pass@1 column (PDF p. 8).
    Model | Pass@1 | Pass@3 | Pass^3 | #Turns MiMo-v2.5-Pro | 16.7 ± 4.0 | 23.6 | 6.0 | 29.5
    Every result from this document

Other Xiaomi models: MiMo V2.5, MiMo V2.6 Flash, MiMo V2.6 Pro