Model decision surface
Compare AI models
Start with MiniMax M3.1 Flash and Kimi K3, 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
MiniMax M3.1 Flash vs Kimi K3
Live dataset updated 10/23/2026, 1:29:37 AM UTC
Open 1200×630 evidence receipt| Field | MiniMax M3.1 Flash MiniMaxAI | Kimi K3 Moonshot AI |
|---|---|---|
| ModelCap position | #22 | #10 |
| Index score | 77.7 | 80.5 |
| Evidence | Estimatedglobal-corpus-prior over 210 held-out anchors (6%); launch card against 5 resolved peers on 6 rows (94%); optimism haircut 0 from cross-lab-probe; shrunk 1.8 toward the measured corpus | Measured4 public benchmark observations across 4 boards |
| Input / 1M | Unavailable | $0.239 |
| Output / 1M | Unavailable | $11.94 |
| Pricing status | unavailable | fresh |
| Context | — | 1M |
| Providers | 0 | 21 |
| Weight access | Restricted license | Restricted license |
Decision facts
- MiniMax M3.1 Flash is #22; Kimi K3 is #10 on the same current language board.
- Index scores are 77.7 for MiniMax M3.1 Flash and 80.5 for Kimi K3. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Evidence differs: MiniMax M3.1 Flash is Estimated; Kimi K3 is Measured.
- ModelCap currently lists 0 providers for MiniMax M3.1 Flash and 21 for Kimi K3.
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.