Model decision surface
Compare AI models
Start with Sakana Namazu and L3 8B Stheno v3.2, 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
Sakana Namazu vs L3 8B Stheno v3.2
Live dataset updated 8/17/2026, 11:13:20 PM UTC
Open 1200×630 evidence receipt| Field | Sakana Namazu Sakana AI | L3 8B Stheno v3.2 Sao10K |
|---|---|---|
| ModelCap position | #157 | #159 |
| Index score | 22.5 | 22.5 |
| Evidence | Estimatedglobal corpus prior · leave-one-anchor-out calibrated | Estimatedglobal corpus prior · leave-one-anchor-out calibrated |
| Input / 1M | $0.95 | Unavailable |
| Output / 1M | $4.00 | Unavailable |
| Pricing status | fresh | unavailable |
| Context | 262K | 8K |
| Providers | 1 | 0 |
| Weight access | API only | Restricted license |
Decision facts
- Sakana Namazu is #157; L3 8B Stheno v3.2 is #159 on the same current language board.
- Index scores are 22.5 for Sakana Namazu and 22.5 for L3 8B Stheno v3.2.
- Both positions use Estimated evidence.
- Published context is 262,144 tokens for Sakana Namazu and 8,192 for L3 8B Stheno v3.2.
- Weight access differs: Sakana Namazu is none; L3 8B Stheno v3.2 is restricted.
- ModelCap currently lists 1 providers for Sakana Namazu and 0 for L3 8B Stheno v3.2.
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.