Clinical Benchmarks
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Ling 3.0 Flash

256K context124B A5.1BopenAlso written as ling-3.0-flash-2607, ant/ling-3.0-flash-2607

2 results on 2 of 13 boards, latest measured Sep 2026. Compare with other models

Clinical Benchmarks Index24.7Rank 82 of 1492 of 10 boardsAverage × multiplier 42.8 × 0.577 = 24.7This 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 ant/ling-3.0-flash-2607; temperature=1; top_p=0.95; max_output_tokens=30000
    80.90
    Rank 51 of 105Leader Claude Opus 5.5 91.43
    Official leaderboard
    Measured Sep 2026
  2. MedCode (Vals AI)
    model ID ant/ling-3.0-flash-2607; temperature=1; top_p=0.95; max_output_tokens=30000
    32.27
    Rank 86 of 103Leader Claude Opus 5 63.57
    Official leaderboard
    Measured Sep 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)80.9080.9×0.25, near its ceilingNear its ceiling: leader 91.4, weight 0.25model ID ant/ling-3.0-flash-2607; temperature=1; top_p=0.95; max_output_tokens=30000
  • MedCode (Vals AI)32.2732.3×0.911model ID ant/ling-3.0-flash-2607; temperature=1; top_p=0.95; max_output_tokens=30000
Weighted average of 2 boards
42.8
Multiplier for 2 of 10 boards
× 0.577
Index
42.8 × 0.577 = 24.7

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 2 results
  1. 51MedScribe (Vals AI) ling-3.0-flash-2607 80.90
    Printed as 80.90%Official leaderboard, measured Sep 2026Configuration: model ID ant/ling-3.0-flash-2607; 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 51 of 105 (Ling 3.0 Flash), Accuracy column; Updated 9/29/2026. Rendered BenchmarkView table; configuration from embedded astro-island BenchmarkView props, benchmarkView.default.tasks.overall["ant/ling-3.0-flash-2607"].
    51 | Ling 3.0 Flash | 80.90%±2.04 | $0.075/$0.22 | 12.12s
    Every result from this document
  2. 86MedCode (Vals AI) ling-3.0-flash-2607 32.27
    Printed as 32.27%Official leaderboard, measured Sep 2026Configuration: model ID ant/ling-3.0-flash-2607; 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 86 of 103; Accuracy column; board Updated 9/29/2026. Rendered table row; configuration from embedded BenchmarkView props benchmarkView.default.tasks.overall["ant/ling-3.0-flash-2607"].
    86 | Ling 3.0 Flash | 32.27%±1.91 | $0.075/$0.22 | 9.65s
    Every result from this document

Other Ant Group models: Ling 3.0 Flash Fin, Qwen3-14B-SFT, Qwen3-32B-SFT