Model decision surface
Compare AI models
Start with Ling 3.0 Flash and MiniMax M1 80k, 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
Ling 3.0 Flash vs MiniMax M1 80k
Live dataset updated 9/10/2026, 11:40:10 AM UTC
Open 1200×630 evidence receipt| Field | Ling 3.0 Flash InclusionAI | MiniMax M1 80k MiniMaxAI |
|---|---|---|
| ModelCap position | #78 | #77 |
| Index score | 50.9 | 51.2 |
| Evidence | Estimated4 reported rows against measured corpus ladders (49%); publisher-corpus-prior over 185 held-out anchors (51%); shrunk 6.1 toward the measured corpus | Estimatedglobal-corpus-prior over 185 held-out anchors (19%); launch card against 5 resolved peers on 9 rows (81%); exceeds every named peer on 1 of 9 rows; optimism haircut 0 from cross-lab-probe; shrunk 0.5 up toward the measured corpus |
| Input / 1M | $0.021 | Unavailable |
| Output / 1M | $0.063 | Unavailable |
| Pricing status | fresh | unavailable |
| Context | 262K | 1M |
| Providers | 2 | 0 |
| Weight access | Open weights | Open weights |
Decision facts
- Ling 3.0 Flash is #78; MiniMax M1 80k is #77 on the same current language board.
- Index scores are 50.9 for Ling 3.0 Flash and 51.2 for MiniMax M1 80k. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Both positions use Estimated evidence.
- Published context is 262,144 tokens for Ling 3.0 Flash and 1,000,000 for MiniMax M1 80k.
- ModelCap currently lists 2 providers for Ling 3.0 Flash and 0 for MiniMax M1 80k.
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.