Ling 3.0 Flash VL
No volume over the last 7 days. Weekly share peaked at 0.48% in the week of Sep 14, 2026, with 1.0T tokens processed since Sep 7, 2026.
- Launch
- Sep 10, 2026
- Context
- 128k tokens
- Modality
- text, image and video → text
- Reasoning
- yes
- License
- Open weights
- Input
- $0.06 / 1M
- Output
- $0.18 / 1M
Weekly token share
Share of the router's weekly volume, since the first week with volume
See the numbers
| Week | Share |
|---|---|
| Oct 19, 2026 | 0.000% |
| Oct 12, 2026 | 0.000% |
| Oct 5, 2026 | 0.000% |
| Sep 28, 2026 | 0.000% |
| Sep 21, 2026 | 0.158% |
| Sep 14, 2026 | 0.482% |
| Sep 7, 2026 | 0.141% |
Debuted in the week of Sep 7, 2026 and peaked at 0.48% 1 week later. No volume was recorded in the latest full week.
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 26, 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 26, 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
No endpoints listed for this model in the archived catalog.
Benchmarks
Artificial Analysis indexes and benchmarks run by the source, with cost per task
GPQA Diamond 84.9%
$0.0013 per task, 198 tasks. 78th of 171 evaluated. Median of evaluated models: 83.5%, $0.025 per task.
τ-bench verified, airline 70.0%
$0.003 per task, 50 tasks. 82nd of 150 evaluated. Median of evaluated models: 71.2%, $0.064 per task.
Artificial Analysis indexes, exposed by the catalog; benchmarks run by the source and archived on Oct 27, 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 | 4.7% | $0.20 | 1M | 38.1 | 5 |
| Claude Opus 5.5Anthropic | Anthropic | 4.3% | $8.00 | 1M | 57.6 | 3 |
| jev-1.13Typesafe | Typesafe | 1.6% | — | — | — | 0 |
| GPT-6.1 SolOpenAI | OpenAI | 1.5% | $4.00 | 1M | 51.8 | 0 |
| Claude Haiku 5.5Anthropic | Anthropic | 1.5% | $0.20 | 1M | 43.4 | 0 |
| Open weights | ||||||
| DeepSeek V4.1 Flash 1017DeepSeek | DeepSeek | 18.6% | $0.263 | 1M | 39.5 | 1 |
| DeepSeek V4.1 FlashDeepSeek | DeepSeek | 9.2% | $0.21 | 1M | 24.7 | 7 |
| MiniMax M3.1 FlashMiniMax | MiniMax | 7.4% | $0.263 | 1M | 42.7 | 1 |
| GLM 5.3 FlashZ.ai (GLM) | Z.ai (GLM) | 7.2% | $0.237 | 1M | 41.8 | 9 |
| Hy4 previewTencent | Tencent | 4.7% | $1.25 | 1M | — | 8 |
| Ling 3.0 Flash VLthis pageInclusionAI | InclusionAI | — | $0.09 | 128k | 24.6 | 0 |
Share over the last 7 days (Oct 20, 2026 to Oct 26, 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.