Model decision surface
Compare AI models
Start with KAT Coder V2.5 Dev and MiMo-V2.5, 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 V2.5 Dev vs MiMo-V2.5
Live dataset updated 9/12/2026, 1:09:54 PM UTC
Open 1200×630 evidence receipt| Field | KAT Coder V2.5 Dev Kwaipilot | MiMo-V2.5 Xiaomi |
|---|---|---|
| ModelCap position | #38 | #41 |
| Index score | 65.3 | 63.8 |
| Evidence | Estimatedglobal-corpus-prior over 188 held-out anchors (23%); launch card against 2 resolved peers on 4 rows (77%); exceeds every named peer on 4 of 4 rows; optimism haircut 0 from cross-lab-probe; shrunk 3.6 toward the measured corpus | Measured2 public benchmark observations across 2 boards |
| Input / 1M | Unavailable | $0.14 |
| Output / 1M | Unavailable | $0.28 |
| Pricing status | unavailable | fresh |
| Context | — | 1M |
| Providers | 0 | 5 |
| Weight access | Open weights | Open weights |
Decision facts
- KAT Coder V2.5 Dev is #38; MiMo-V2.5 is #41 on the same current language board.
- Index scores are 65.3 for KAT Coder V2.5 Dev and 63.8 for MiMo-V2.5. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Evidence differs: KAT Coder V2.5 Dev is Estimated; MiMo-V2.5 is Measured.
- ModelCap currently lists 0 providers for KAT Coder V2.5 Dev and 5 for MiMo-V2.5.
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.