Model decision surface
Compare AI models
Start with Dots3-Note Preview and UI Mate democua 27B, 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
Dots3-Note Preview vs UI Mate democua 27B
Live dataset updated 9/22/2026, 1:40:35 AM UTC
Open 1200×630 evidence receipt| Field | Dots3-Note Preview Dots Studio | UI Mate democua 27B Tencent |
|---|---|---|
| ModelCap position | #68 | #66 |
| Index score | 58.9 | 59.8 |
| Evidence | Measuredglobal-corpus-prior over 202 held-out anchors (61%); 1 specialist-board observation at 2.1% support (39%); shrunk 7 toward the measured corpus | Inheritedfinetune of qwen/qwen3.6-27b · finetune (100%) |
| Input / 1M | Free | Unavailable |
| Output / 1M | Free | Unavailable |
| Pricing status | fresh | unavailable |
| Context | 512K | — |
| Providers | 1 | 0 |
| Weight access | API only | Open weights |
Decision facts
- Dots3-Note Preview is #68; UI Mate democua 27B is #66 on the same current language board.
- Index scores are 58.9 for Dots3-Note Preview and 59.8 for UI Mate democua 27B. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Evidence differs: Dots3-Note Preview is Measured; UI Mate democua 27B is Inherited.
- Weight access differs: Dots3-Note Preview is none; UI Mate democua 27B is open.
- ModelCap currently lists 1 providers for Dots3-Note Preview and 0 for UI Mate democua 27B.
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.