← All benchmarks
Ling 3.1 Flash
InclusionAI · Released 2026-10-01 · Independent benchmark scores from Artificial Analysis
Intelligence Index
41.1
Output speed
215.7
tokens/sec
Blended price
$0.45
per 1M tokens
Time to first token
1.17s
Model metadata
| Model ID | a6043b9b-628a-4a76-a021-2834e0627d05 |
|---|---|
| Slug | ling-3-1-flash |
| Release date | 2026-10-01 |
| Provider | InclusionAI |
| Provider slug | inclusionai |
| Output speed | 215.7 tok/s |
| Time to first token | 1.17s |
| Time to first answer | 10.45s |
| Blended price ($/1M) | $0.45 |
| Input price ($/1M) | $0.30 |
| Output price ($/1M) | $0.90 |
All evaluation scores (18)
| aime | — |
|---|---|
| aime 25 | — |
| artificial analysis coding index | — |
| artificial analysis intelligence index | 41.10 |
| artificial analysis math index | — |
| gpqa | — |
| hle | 39.4% |
| ifbench | — |
| lcr | 83.0% |
| livecodebench | — |
| math 500 | — |
| mmlu pro | — |
| scicode | 54.1% |
| tau banking | — |
| tau2 | — |
| terminalbench hard | — |
| terminalbench v2 1 | — |
| terminalbench v4 0 | 33.3% |
Source: artificialanalysis.ai/models/ling-3-1-flash
Benchmark data from Artificial Analysis.