priorsBuilder

Ant Group · released 2026-08-04

Ling 3.0 Flash

Measured on 36 benchmarks.

General frontier

24.3

#97 of 136 models

includes estimates: 24% of the mix is measured for this model

Your mix’s benchmarks

2 of 8 measured

reasoning

Humanity's Last Exam

587 results
  1. #185default of 58723.7%

Leader: Opus 5.5 · 61.4%

knowledge

AA-Omniscience

526 results
  1. #230default of 526-17.9

Leader: Opus 5.5 · 46.4

All 36 benchmarks

show 34 more

agentic

AA-Briefcase v1.1

224 results
  1. #150default of 224798

Leader: Sonnet 5.5 · 1823

agentic

AutomationBench-AA

219 results
  1. #168default of 2193.2%

Leader: Gemini 4 · 77.5%

agentic

Harvey's Legal Agent Benchmark

79 results
  1. #54default of 791.3%

Leader: Muse Spark 1.2 · 25.4%

agentic

Legal Research Bench

78 results
  1. #78default of 780.0%

Leader: Muse Spark 1.3 · 55.3%

agentic

SkillsBench

34 results
  1. #32default of 3427.9%

Leader: DeepSeek V4.1 Flash · 69.8%

agentic

τ³-Banking

206 results
  1. #77default of 20627.2%

Leader: Qwen 3.8 Max · 51.3%

coding

Code Migration

77 results
  1. #77default of 770.0%

Leader: Sonnet 5.5 · 69.8%

coding

LiveCodeBench (Vals)

127 results
  1. #44default of 12784.0%

Leader: Fable 5.1 · 90.5%

coding

SciCode

226 results
  1. #159default of 22642.0%

Leader: Opus 5.5 · 66.9%

coding

SWE-bench Verified (Vals)

85 results
  1. #70default of 8565.2%

Leader: Opus 5 · 97.0%

coding

Terminal-Bench 2.1 (Vals)

74 results
  1. #58default of 7450.2%

Leader: Opus 5.5 · 87.6%

coding

Terminal-Bench v2.1-AA

238 results
  1. #108default of 23855.4%

Leader: Fable 5.1 · 91.4%

coding

Terminal-Bench v4-AA

216 results
  1. #164default of 2160.0%

Leader: Sonnet 5.5 · 63.6%

coding

Vibe Code Bench v1.1

105 results
  1. #98default of 1052.9%

Leader: Sonnet 5.5 · 92.4%

composite

AA Intelligence Index v4.3.2

610 results
  1. #228default of 61020.1

Leader: Opus 5.5 · 57.6

economics

CorpFin (Vals)

117 results
  1. #51default of 11761.9%

Leader: Opus 5 · 73.2%

economics

Excel Modeling Benchmark

74 results
  1. #67default of 7425.0%

Leader: Fable 5.1 · 76.7%

economics

Finance Agent v2

78 results
  1. #70default of 7830.3%

Leader: Gemini 4 · 65.4%

economics

GDP.pdf

210 results
  1. #157default of 2105.4%

Leader: Muse Wonder Full (Max) · 32.6%

economics

GDPval-AA v2.1

288 results
  1. #170default of 288946

Leader: Opus 5.5 · 1866

economics

TaxEval (Vals)

125 results
  1. #83default of 12570.6%

Leader: Muse Spark 1.2 · 80.4%

knowledge

AA-Omniscience Accuracy

526 results
  1. #329default of 52618.2%

Leader: Fable 5.1 · 67.2%

knowledge

AA-Omniscience Non-hallucination

526 results
  1. #86default of 52655.9%

Leader: MiniCPM5-1B (Non-reasoning) · 99.1%

knowledge

GPQA Diamond

539 results
  1. #128default of 53985.5%

Leader: GPT-6 Astra · 96.3%

knowledge

GPQA Diamond (Vals)

122 results
  1. #50default of 12284.8%

Leader: Gemini 3.1 Pro · 95.5%

knowledge

MedCode

94 results
  1. #81default of 9432.3%

Leader: Opus 5 · 63.6%

knowledge

MedScribe

96 results
  1. #49default of 9680.9%

Leader: Opus 5.5 · 91.4%

knowledge

MMLU Pro (Vals)

122 results
  1. #76default of 12282.0%

Leader: Fable 5.1 · 92.4%

knowledge

Public Benefits Bench v1.1

50 results
  1. #46default of 5050.7%

Leader: Opus 5 · 76.9%

long-context

AA-LCR v1.1

523 results
  1. #184default of 52373.0%

Leader: Kimi K3 · 88.7%

reasoning

CritPt

529 results
  1. #200default of 5291.7%

Leader: Muse Wonder Full (Max) · 32.9%

reasoning

LegalBench

135 results
  1. #87default of 13579.7%

Leader: Fable 5 · 88.6%

speed

Latency (Time to First Token)

351 results
  1. #190default of 3512.7s

Leader: Gemini 2.5 Flash-Lite · 0.3s

speed

Output Speed (tokens/s)

351 results
  1. #7default of 351346.5

Leader: Celeris-1 · 1522.5