Compare Models
Ling 3.0 Flash

Release Date: Jul 23, 2026

Developer Ant Group  🇨🇳
Context Window 262k
Max Output Tokens 131k
Token Costs (in/out) $0.07/0.22
Weights Open
Input Modalities

Accuracy

21.70 % ± 0.78

Cost / Test (Vals Index)

$ 0.104

Latency

49 min 43 s

Vals Index
BenchmarksAccuracyRankings
Vals Index

0.0%

±0.78
53/58
Code Migration

0.0%

±0.00
61/61
EMB

0.0%

±2.46
51/58
Finance Agent (v2)

0.0%

±0.28
54/61
Legal Research Bench

0.0%

±0.00
61/61
MedCode

0.0%

±1.91
78/93
MedScribe

0.0%

±2.04
43/95
Public Benefits Bench v1.1

0.0%

±1.30
32/36
TaxEval v2

0.0%

±0.90
91/145
Vibe Code Bench v1.1

0.0%

±2.07
89/96
Harvey's Legal Agent Benchmark

0.0%

±0.85
39/62
GPQA Diamond

0.0%

±2.20
50/138
LiveCodeBench

0.0%

±1.04
44/143
LegalBench

0.0%

±0.52
92/145
MMLU Pro

0.0%

±0.38
82/138
SkillsBench

0.0%

±3.76
33/35
SWE-bench

0.0%

±2.13
73/88
Terminal-Bench 2.1

0.0%

±2.46
52/66
Proprietary BenchmarksAcademic BenchmarksIndustry Partners
Vals
Default Provider : Ant
Temperature: 0.6
Top P: 0.95
Top K: 20
Max Output Tokens: 131,072