Ling 3.0 Flash
Best configuration ranks #210 of 610 on the BenchLeader Index at 54.0 ±4.3. Last measured 5 Sept 2026. Released 4 Aug 2026.
- Blended price
- $0.115/M
- $0.080 in · $0.220 out
- Output speed
- 290 tok/s
- First answer
- 9.45 s
- first token 0.65 s
- Context
- 262k
- Overall index54
- Coding61
- Agents & tools39
- Knowledge53
- Long context63
- Composite60
Benchmark results
One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.
Reasoning
| Benchmark | default | Source |
|---|---|---|
| GPQA Diamond (AA)not in index | 85.5%#124 | Artificial Analysis |
| Humanity's Last Exam (AA)not in index | 23.7%#141 | Artificial Analysis |
| GPQA Diamond (Vals)not in index | 84.8%#48 | Vals AI |
Coding
| Benchmark | default | Source |
|---|---|---|
| SciCode (AA)not in index | 42.0%#107 | Artificial Analysis |
| LiveCodeBench | 84.0%#42 | Vals AI |
| SWE-bench (Vals)not in index | 65.2%#70 | Vals AI |
Agents & tools
| Benchmark | default | Source |
|---|---|---|
| Terminal-Bench 2.1 (Vals) | 50.2%#48 | Vals AI |
Knowledge
| Benchmark | default | Source |
|---|---|---|
| AA-Omniscience | -17.9#176 | Artificial Analysis |
| MMLU-Pro | 82.0%#77 | Vals AI |
| LegalBench | 79.7%#86 | Vals AI |
| CorpFin | 61.9%#50 | Vals AI |
| TaxEval | 70.7%#86 | Vals AI |
Long context
| Benchmark | default | Source |
|---|---|---|
| AA-LCR | 73.0%#132 | Artificial Analysis |
Composite
| Benchmark | default | Source |
|---|---|---|
| AA Intelligence Index | 24.9#116 | Artificial Analysis |
| Vals Indexnot in index | 21.7#48 | Vals AI |
Where to run it
Every provider serving this model through OpenRouter, with throughput and first-token latency measured on live traffic over the last 30 minutes and each provider’s own price. Purple marks the best in each column.
| Provider | Speed | First token | Input $/M | Output $/M | Context | Quantisation |
|---|---|---|---|---|---|---|
| DeepInfra | 115 tok/s | 0.55 s | $0.060 | $0.180 | 131k | bf16 |
| NovitaAI | 15 tok/s | 0.76 s | $0.021 | $0.063 | 262k | – |
Price history
Listed price per 1M tokens over time, as recorded by OpenRouter for the provider with the longest history.
What a task costs
Estimates from list price, output speed and time to first answer for the best configuration. “With caching” assumes three-quarters of the input is served from the prompt cache. Reasoning tokens are not modelled.
| Workload | Tokens in / out | Cost | With caching | Time |
|---|---|---|---|---|
| Chat reply | 400 / 300 | $0.0001 | – | 10.5 s |
| Summarise a 30-page report | 12,000 / 600 | $0.0011 | – | 11.5 s |
| Code edit | 6,000 / 1,500 | $0.0008 | – | 14.6 s |
| Agentic coding session | 60,000 / 4,000 | $0.0057 | – | 23.2 s |
| Structured extraction | 2,000 / 200 | $0.0002 | – | 10.1 s |
See also
Data as of 9 Sept 2026. Compare with another model.