KwaiKATAuto-detected
KAT-Coder-Pro V2
Best configuration ranks #131 of 610 on the BenchLeader Index at 58.1 ±7.0.
- Blended price
- $0.525/M
- $0.300 in · $1.20 out
- Output speed
- –
- First answer
- –
- Context
- 262k
- Overall index58
- Agents & tools76
- Knowledge53
- Instruction following65
- Long context63
- Composite56
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 | 16.1%#185 | Artificial Analysis |
Agents & tools
| Benchmark | default | Source |
|---|---|---|
| Terminal-Bench Hard | 49.2%#24 | Artificial Analysis |
| τ²-Bench Telecom (AA)not in index | 89.5%#68 | Artificial Analysis |
Knowledge
| Benchmark | default | Source |
|---|---|---|
| AA-Omniscience | -22.5#190 | Artificial Analysis |
Instruction following
| Benchmark | default | Source |
|---|---|---|
| IFBench | 66.7%#91 | Artificial Analysis |
Long context
| Benchmark | default | Source |
|---|---|---|
| AA-LCR | 73.0%#132 | Artificial Analysis |
Composite
| Benchmark | default | Source |
|---|---|---|
| AA Intelligence Index | 21.7#158 | 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 | $0.0005 | – | – |
| Summarise a 30-page report | 12,000 / 600 | $0.0043 | – | – |
| Code edit | 6,000 / 1,500 | $0.0036 | – | – |
| Agentic coding session | 60,000 / 4,000 | $0.023 | – | – |
| Structured extraction | 2,000 / 200 | $0.0008 | – | – |
See also
Data as of 9 Sept 2026. Compare with another model.