InclusionAIOpen weights
Ling 3.1 Flash
Ranking metrics for Ling 3.1 Flash: benchmark score, API price, output speed, and provider context.
Release date
Oct 1, 2026
Rank
#41
Intelligence Index
41.1
Blended API price
$0.192 / 1M tokens
Output speed
212.6 tok/s
Sources
- Artificial Analysis ranking data / Artificial Analysis / accessed 2026-10-15
- Artificial Analysis methodology / Artificial Analysis / accessed 2026-10-15
- Artificial Analysis model profile / InclusionAI / accessed 2026-10-15
Benchmark board
Model ranking
Rank, model, provider and reasoning effort, Artificial Analysis Intelligence Index, blended API price, cost per task, and output speed.
| Rank | Model | Provider | Index | Blended price | Cost per task | Speed |
|---|---|---|---|---|---|---|
| #41 | Ling 3.1 Flash | InclusionAI | 41.1 | $0.192/M | $1.00 | 212.6 tok/s |