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
43/46
Code Migration

0.0%

±0.00
49/49
EMB

0.0%

±2.46
41/46
Finance Agent (v2)

0.0%

±0.28
44/49
Legal Research Bench

0.0%

±0.00
49/49
MedCode

0.0%

±1.91
72/85
MedScribe

0.0%

±2.04
35/84
Public Benefits Bench v1.1

0.0%

±1.30
27/30
TaxEval v2

0.0%

±0.90
86/140
Vibe Code Bench v1.1

0.0%

±2.07
78/84
Harvey's Legal Agent Benchmark

0.0%

±0.85
29/50
GPQA Diamond

0.0%

±2.20
45/133
LiveCodeBench

0.0%

±1.04
41/138
LegalBench

0.0%

±0.52
84/137
MMLU Pro

0.0%

±0.38
77/133
SkillsBench

0.0%

±3.76
27/28
SWE-bench

0.0%

±2.13
69/83
Terminal-Bench 2.1

0.0%

±2.46
42/54
Proprietary BenchmarksAcademic BenchmarksIndustry Partners
Vals
Default Provider : Ant
Temperature: 0.6
Top P: 0.95
Top K: 20
Max Output Tokens: 131,072