Model decision surface
Compare AI models
Start with KAT-Coder-Pro V2.5 and o4 Mini, or choose any two current ranked language models. Compare capability evidence, price, context, provider availability, and weight access without pretending one field decides every use case.
Current public data
KAT-Coder-Pro V2.5 vs o4 Mini
Live dataset updated 9/3/2026, 3:17:25 AM UTC
Open 1200×630 evidence receipt| Field | KAT-Coder-Pro V2.5 Kuaishou | o4 Mini OpenAI |
|---|---|---|
| ModelCap position | #61 | #62 |
| Index score | 43.3 | 43.2 |
| Evidence | Estimatedstart rank inherited from the measured predecessor in its own product family, less a fixed succession penalty, until independent measurements replace it | Measured4 public benchmark observations across 4 boards |
| Input / 1M | $0.74 | $1.10 |
| Output / 1M | $2.96 | $4.40 |
| Pricing status | fresh | fresh |
| Context | 262K | 200K |
| Providers | 1 | 1 |
| Weight access | API only | API only |
Decision facts
- KAT-Coder-Pro V2.5 is #61; o4 Mini is #62 on the same current language board.
- Index scores are 43.3 for KAT-Coder-Pro V2.5 and 43.2 for o4 Mini.
- Evidence differs: KAT-Coder-Pro V2.5 is Estimated; o4 Mini is Measured.
- Listed output price per 1M tokens is $2.96 for KAT-Coder-Pro V2.5 and $4.40 for o4 Mini.
- Published context is 262,144 tokens for KAT-Coder-Pro V2.5 and 200,000 for o4 Mini.
These are separate published fields, not a synthetic winner. ModelCap does not collapse price, access, context, and capability evidence into a hidden recommendation score.
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Each comparison page is a permanent, shareable URL with the same live figures as this tool: ModelCap Index position, API pricing, context window, provider count, weight access and every shared benchmark board.