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Kat Coder Pro v1
Best configuration ranks #339 of 610 on the BenchLeader Index at 48.0 ±8.9. Last measured 8 Sept 2026.
- Blended price
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- Output speed
- –
- First answer
- –
- Context
- 256k
- Overall index48
- Coding30
- Agents & tools42
- Knowledge46
- Instruction following67
- Long context45
- Composite52
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 | Trend |
|---|---|---|---|
| GPQA Diamond (AA)not in index | 76.4%#226 | Artificial Analysis | |
| Humanity's Last Exam (AA)not in index | 33.6%#88 | Artificial Analysis |
Coding
| Benchmark | default | Source | Trend |
|---|---|---|---|
| LMArena WebDev | 1255#104 | LMArena |
Agents & tools
| Benchmark | default | Source | Trend |
|---|---|---|---|
| Terminal-Bench Hard | 9.1%#223 | Artificial Analysis | |
| τ²-Bench Telecom (AA)not in index | 88.6%#73 | Artificial Analysis |
Knowledge
| Benchmark | default | Source | Trend |
|---|---|---|---|
| AA-Omniscience | -37.7#248 | Artificial Analysis |
Instruction following
| Benchmark | default | Source | Trend |
|---|---|---|---|
| IFBench | 68.4%#80 | Artificial Analysis |
Long context
| Benchmark | default | Source | Trend |
|---|---|---|---|
| AA-LCR | 38.7%#293 | Artificial Analysis |
Composite
| Benchmark | default | Source | Trend |
|---|---|---|---|
| AA Intelligence Index | 18.6#188 | Artificial Analysis |
See also
Data as of 9 Sept 2026. Compare with another model.