Compare Models

Ling 3.0 Flash Fin

Ling 3.0 Flash Fin is an open-weight model from Ant Group, released September 3, 2026.

Release Date: Sep 3, 2026

Developer Ant Group  🇨🇳
Context Window 262k
Max Output Tokens 131k
Token Costs (in/out) $0.06/0.18
Weights Open
Input Modalities

Accuracy

37.74 %

Avg. Cost (In/Out)

$ 0.06 / $ 0.18

Latency

13 min 14 s

Vals Index
BenchmarksAccuracyRankings
Code Migration

1.82%

±0.87
77/79
CyberBench v1.1

58.33%

±6.08
39/48
EMB

36.83%

±3.33
62/76
Finance Agent (v2)

54.93%

±0.68
26/81
Legal Research Bench

15.38%

±2.51
74/91
MedCode

29.30%

±1.94
98/107
MedScribe

75.59%

±2.03
80/109
Tax Agent Bench

20.60%

±2.91
53/82
Vibe Code Bench v1.1

3.40%

±1.29
116/125
LegalBench

68.74%

±0.53
131/151
Terminal-Bench 2.1

50.19%

±1.35
60/75
Proprietary BenchmarksAcademic BenchmarksIndustry Partners
Vals
Default Provider : Ant Group
Temperature: 1
Top P: 0.95
Top K: 20
Max Output Tokens: 131,072