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Ling Flash 2.0
Best configuration ranks #400 of 610 on the BenchLeader Index at 45.0 ±5.5. Last measured 2 Sept 2026. Released 18 Sept 2025.
- Blended price
- $0.248/M
- $0.140 in · $0.570 out
- Output speed
- 7 tok/s
- First answer
- 2.68 s
- first token 2.68 s
- Context
- 131k
- Overall index45
- Reasoning52
- Coding54
- Agents & tools43
- Knowledge34
- Instruction following38
- Human preference52
- Long context34
- Composite39
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 |
|---|---|---|
| LMArena Hard Prompts | 1365#179 | LMArena |
| GPQA Diamond (AA)not in index | 65.7%#324 | Artificial Analysis |
| Humanity's Last Exam (AA)not in index | 6.2%#327 | Artificial Analysis |
Coding
| Benchmark | default | Source |
|---|---|---|
| LMArena Coding | 1411#165 | LMArena |
Agents & tools
| Benchmark | default | Source |
|---|---|---|
| Terminal-Bench Hard | 10.6%#213 | Artificial Analysis |
| τ²-Bench Telecom (AA)not in index | 20.8%#315 | Artificial Analysis |
Knowledge
| Benchmark | default | Source |
|---|---|---|
| AA-Omniscience | -62.7#407 | Artificial Analysis |
Instruction following
| Benchmark | default | Source |
|---|---|---|
| IFBench | 34.4%#304 | Artificial Analysis |
Human preference
| Benchmark | default | Source |
|---|---|---|
| LMArena Text | 1344#186 | LMArena |
Long context
| Benchmark | default | Source |
|---|---|---|
| AA-LCR | 17.7%#372 | Artificial Analysis |
Composite
| Benchmark | default | Source |
|---|---|---|
| AA Intelligence Index | 7.8#380 | Artificial Analysis |
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 | $0.0002 | – | 43.7 s |
| Summarise a 30-page report | 12,000 / 600 | $0.0020 | – | 1.4 min |
| Code edit | 6,000 / 1,500 | $0.0017 | – | 3.5 min |
| Agentic coding session | 60,000 / 4,000 | $0.011 | – | 9.2 min |
| Structured extraction | 2,000 / 200 | $0.0004 | – | 30.0 s |
See also
Data as of 9 Sept 2026. Compare with another model.