Benchmarks of KAT-Coder-Pro V117
BenchmarkByScoreRank
Overall1
Knowledge4
Science2
Coding3
Agents2
Documents1
Legacy · saturated or no longer reported4
No benchmark matches
—per task?
API price not publicprice
—output speed?
256Kcontext
Rankingin non-thinking mode?
Alternatives?
ModelScoreCostPer taskWhat changes
BetterNemotron 3 Nano 30B A3BthinkingOpen+4%—$0.017Context: 256K → 131K
OpenMiniMax M3thinking+21%—$0.51Deployment status experimental · Self-hosted
BetterGPT-5 Minihigh+10%—$0.053
BetterMiMo v2.5 ProthinkingOpen+17%—$0.054
BetterGemini 3.1 Flash Litehigh+13%—$0.06ModelScoreCostPer taskWhat changes
Nothing here yet.
ModelScoreCostPer taskWhat changes
Nemotron 3 Nano 30B A3BthinkingOpen+4%—$0.017Context: 256K → 131KGPT-5 Minihigh+10%—$0.053MiMo v2.5 ProthinkingOpen+17%—$0.054Gemini 3.1 Flash Litehigh+13%—$0.06
Solar Pro 3high+4%—$0.079Context: 256K → 131K
History
2 versionsBenchmarks
all categoriesChat & Knowledge
Humanity's Last Exam33.6#69
AA Omniscience Index-37.7#169
CritPt (physics)0#180
AA Intelligence Index 4.3.2≈18.6#128
AA Omniscience · Accuracy17.7#191
AA-LCR (long context) 1.138.7#202
GPQA Diamond76.4#140
AIME 2025 · AA archived94.7#5
Coding
LiveCodeBench · AA archived74.7#30
Agents & Tool Use
GDPval-AA (work tasks) 2.111.6#109
AA-Briefcase 1.1 · Elo601.4#91
τ²-bench · AA88.6#48
Writing & Language
IFBench (instructions)68.4#57
FAQ
How much does KAT-Coder-Pro V1 cost?›
There is no per-unit API price: API price not public.
Is KAT-Coder-Pro V1 free to use?›
There is no free API.
How good is KAT-Coder-Pro V1, and what is it best at?›
#69 of 334 in Chat & Knowledge, #89 of 97 in Coding, #109 of 175 in Agents & Tool Use, #57 of 245 in Writing & Language. Strongest at: Tool calling, Reasoning, Instructions.
Is KAT-Coder-Pro V1 better than Mistral Medium 3.5?›
On IFBench (instructions), KAT-Coder-Pro V1 scores 68.4 vs 68.8 — about the same.
What is the context window of KAT-Coder-Pro V1?›
256K tokens.
When was KAT-Coder-Pro V1 released? Is there a newer version?›
Released 2025-11-11. It has been superseded by KAT Coder Pro V2.
Is KAT-Coder-Pro V1 open source?›
No, KAT-Coder-Pro V1 is a closed model available through an API. The closest open-weights option here is MiniMax M3.
Can KAT-Coder-Pro V1 read images?›
No, it accepts text only.
What is KAT-Coder-Pro V1?›
KAT-Coder-Pro V1 is a closed language model from KwaiKAT, released Nov 2025.
What are the best alternatives to KAT-Coder-Pro V1?›
Nemotron 3 Nano 30B A3B (better), MiniMax M3 (open weights).