Model decision surface
Compare AI models
Start with LongCat Flash Thinking 2601 and Inkling, 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
LongCat Flash Thinking 2601 vs Inkling
Live dataset updated 9/9/2026, 11:54:07 PM UTC
Open 1200×630 evidence receipt| Field | LongCat Flash Thinking 2601 Meituan Longcat | Inkling Thinking Machines |
|---|---|---|
| ModelCap position | #47 | #43 |
| Index score | 61.1 | 62.9 |
| Evidence | Estimatedglobal-corpus-prior over 183 held-out anchors (11%); launch card against 4 resolved peers on 3 rows (89%); exceeds every named peer on 1 of 3 rows; optimism haircut 0.15 from cross-lab-probe; shrunk 0.9 toward the measured corpus | Measured5 public benchmark observations across 5 boards |
| Input / 1M | Unavailable | $1.00 |
| Output / 1M | Unavailable | $4.05 |
| Pricing status | unavailable | fresh |
| Context | — | 1M |
| Providers | 0 | 3 |
| Weight access | Open weights | Open weights |
Decision facts
- LongCat Flash Thinking 2601 is #47; Inkling is #43 on the same current language board.
- Index scores are 61.1 for LongCat Flash Thinking 2601 and 62.9 for Inkling. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Evidence differs: LongCat Flash Thinking 2601 is Estimated; Inkling is Measured.
- ModelCap currently lists 0 providers for LongCat Flash Thinking 2601 and 3 for Inkling.
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.