Model decision surface
Compare AI models
Start with ContextPilot E4B and Hy4 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
ContextPilot E4B vs Hy4 preview
Live dataset updated 9/3/2026, 4:53:57 AM UTC
Open 1200×630 evidence receipt| Field | ContextPilot E4B Tencent | Hy4 preview Tencent |
|---|---|---|
| ModelCap position | #71 | #19 |
| Index score | 38.9 | 68.6 |
| Evidence | Estimatedpublisher corpus prior · leave-one-anchor-out calibrated | Estimatedplaced against measured peers on publisher-reported benchmarks, discounted for self-report optimism; floored directly above its measured family predecessor |
| Input / 1M | Unavailable | $0.834 |
| Output / 1M | Unavailable | $2.50 |
| Pricing status | unavailable | fresh |
| Context | — | 1M |
| Providers | 0 | 1 |
| Weight access | Restricted license | Open weights |
Decision facts
- ContextPilot E4B is #71; Hy4 preview is #19 on the same current language board.
- Index scores are 38.9 for ContextPilot E4B and 68.6 for Hy4 preview.
- Both positions use Estimated evidence.
- Weight access differs: ContextPilot E4B is restricted; Hy4 preview is open.
- ModelCap currently lists 0 providers for ContextPilot E4B and 1 for Hy4 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.