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Ant Group · released 2026-09-11

Ling 3.0 Flash Fin

Measured on 27 benchmarks.

10.7

#79 of 98 models

includes estimates: 45% of the mix is measured for this model

Strengths

  • Ling 3.0 Flash Fin
  • Gemini 4 Carbon (#1)
  • Field median
bestField medianFrontierCode 2.0-…Terminal-Bench v4…AA-Briefcase v1.1AutomationBench-AATerminal-Bench-Sc…HLE-DiamondCritPt v2 Hard Su…AA-Omniscience v1…AA-Omniscience v1…GDP.pdf
  1. FrontierCode 2.0-AA15%3.3% est.#77 of 98
  2. Terminal-Bench v4-AA10%0.0%#79 of 98
  3. AA-Briefcase v1.115%959#65 of 98
  4. AutomationBench-AA5%7.4%#77 of 98
  5. Terminal-Bench-Science-AA15%0.0% est.#72 of 98
  6. HLE-Diamond10%5.4%#84 of 98
  7. CritPt v2 Hard Subset10%9.2% est.#76 of 98
  8. AA-Omniscience v1.1 Accuracy10%20.4% est.#78 of 98
  9. AA-Omniscience v1.1 Non-hallucination5%51.7% est.#49 of 98
  10. GDP.pdf5%5.4%#75 of 98

Bars show where Ling 3.0 Flash Fin sits among the 98 ranked models on each benchmark (right is best); the tick is the field median.

Cost and speed

against 98 ranked models

Not measured for Ling 3.0 Flash Fin: cost per task, time per task, output speed, time to first token, output tokens per task (no published API price yet).

This ranking’s benchmarks

5 of 10 measured

agentic

AutomationBench-AA

245 results
  1. #175default of 2457.4%

Leader: Gemini 4 Carbon · 77.8%

agentic

AA-Briefcase v1.1

250 results
  1. #148default of 250959

Leader: Sonnet 5.5 · 1813

economics

GDP.pdf

243 results
  1. #179default of 2435.4%

Leader: Muse Wonder Full · 32.6%

reasoning

HLE-Diamond

153 results
  1. #128default of 1535.4%

Leader: Gemini 4 Carbon · 69.1%

coding

Terminal-Bench v4-AA

241 results
  1. #216default of 2410.0%

Leader: Kimi K3.1 · 67.2%

All 27 benchmarks

show 22 more