Ling 3.1 Flash
The 38th most-used model on the router over the last 7 days, with 0.37% of tokens. Weekly share peaked at 0.37% in the week of Oct 5, 2026, with 0.77T tokens processed since Sep 28, 2026.
- Launch
- Oct 2, 2026
- Context
- 256k tokens
- Modality
- text → text
- Reasoning
- yes
- License
- Open weights
- Input
- free / 1M
- Output
- free / 1M
Weekly token share
Share of the router's weekly volume, since the first week with volume
See the numbers
| Week | Share |
|---|---|
| Oct 5, 2026 | 0.366% |
| Sep 28, 2026 | 0.086% |
Debuted in the week of Sep 28, 2026 and peaked at 0.37% 1 week later. The latest full week is the peak so far. Over the last 7 days, which already reach into the current week, it stands at 0.37%, above the weekly peak.
What this model is used for new
Tasks where the model ranks among the leaders, and its share of each
This model is not among the leaders in any of the 29 tasks classified in the Oct 11, 2026 snapshot. That does not mean it goes unused: the source lists only the largest models in each task.
Snapshot of the rolling 7-day window through Oct 11, 2026. Share: the model's tokens in the task over the task's total tokens. Weight: the task's share of classified volume.
Where to run it
Endpoints in the source's catalog, from cheapest to most expensive on input
| Provider | Input | Output | Context | Quantization | Zero retention |
|---|---|---|---|---|---|
| Novita | free | free | 256k | not reported | yes |
1 endpoint across 1 provider. 1 offers zero data retention.
Prices in US dollars per million tokens, from the latest archived endpoint catalog.
Benchmarks
Artificial Analysis indexes and benchmarks run by the source, with cost per task
The source has not run its own benchmarks on this model.
Artificial Analysis indexes, exposed by the catalog; benchmarks run by the source and archived on Oct 12, 2026. The gray mark is the median of evaluated models.
Against the week's largest models
The five largest proprietary and five largest open-weights models over the last 7 days
| Model | Lab | 7-day share | Blended price | Context | Intelligence | Weeks in top 10 |
|---|---|---|---|---|---|---|
| Proprietary | ||||||
| GPT-6 LunaOpenAI | OpenAI | 4.1% | $0.20 | 1M | 38.1 | 3 |
| Claude Opus 5.5Anthropic | Anthropic | 2.9% | $8.00 | 1M | 57.6 | 1 |
| jev-1.13Typesafe | Typesafe | 2.0% | — | — | — | 0 |
| Claude Sonnet 5.5Anthropic | Anthropic | 1.4% | $4.00 | 1M | 56.0 | 0 |
| Muse Spark 1.3 ContributorMeta | Meta | 1.3% | $0.125 | 1M | — | 0 |
| Open weights | ||||||
| DeepSeek V4.1 FlashDeepSeek | DeepSeek | 23.8% | $0.263 | 1M | 39.5 | 5 |
| GLM 5.3 FlashZ.ai (GLM) | Z.ai (GLM) | 7.1% | $0.317 | 1M | 41.8 | 7 |
| MiMo-V2.6-FlashXiaomi | Xiaomi | 6.7% | $0.175 | 1M | 37.9 | 3 |
| Step 5 PreviewStepFun | StepFun | 5.1% | $1.43 | 1M | — | 1 |
| Hy4 previewTencent | Tencent | 4.8% | $1.25 | 1M | — | 6 |
| Ling 3.1 Flashthis pageInclusionAI | InclusionAI | 0.37% | free | 256k | 41.1 | 0 |
Share over the last 7 days (Oct 5, 2026 to Oct 11, 2026). Blended price in US dollars per million tokens, weighted 75% input and 25% output. A dash means the number is not published, not zero.