Clinical Benchmarks

Ling 3.0 Flash

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

Clinical Benchmarks Index
47.6rank 68 of 148; 58.3 × 0.816 = 47.6, 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 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

Sources

Open a line for the quote and page.

  1. 51MedScribe (Vals AI) model ID ant/ling-3.0-flash-2607; temperature=1; top_p=0.95; max_output_tokens=… 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) model ID ant/ling-3.0-flash-2607; temperature=1; top_p=0.95; max_output_tokens=… 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