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Start with cogito 671b v2.1 and Dots3-Note Preview, 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
cogito 671b v2.1 vs Dots3-Note Preview
Live dataset updated 8/22/2026, 12:43:30 PM UTC
Open 1200×630 evidence receipt| Field | cogito 671b v2.1 Deep Cogito | Dots3-Note Preview Dots Studio |
|---|---|---|
| ModelCap position | #143 | #146 |
| Index score | 21.6 | 21.6 |
| Evidence | Estimatedglobal corpus prior · leave-one-anchor-out calibrated | Estimatedglobal corpus prior · leave-one-anchor-out calibrated |
| Input / 1M | Unavailable | Free |
| Output / 1M | Unavailable | Free |
| Pricing status | unavailable | fresh |
| Context | 164K | 512K |
| Providers | 0 | 1 |
| Weight access | Open weights | API only |
Decision facts
- cogito 671b v2.1 is #143; Dots3-Note Preview is #146 on the same current language board.
- Index scores are 21.6 for cogito 671b v2.1 and 21.6 for Dots3-Note Preview.
- Both positions use Estimated evidence.
- Published context is 163,840 tokens for cogito 671b v2.1 and 512,000 for Dots3-Note Preview.
- Weight access differs: cogito 671b v2.1 is open; Dots3-Note Preview is none.
- ModelCap currently lists 0 providers for cogito 671b v2.1 and 1 for Dots3-Note Preview.
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.