Model decision surface
Compare AI models
Start with ContextPilot E4B and Hy3, 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 Hy3
Live dataset updated 9/3/2026, 3:39:57 AM UTC
Open 1200×630 evidence receipt| Field | ContextPilot E4B Tencent | Hy3 Tencent |
|---|---|---|
| ModelCap position | #71 | #20 |
| Index score | 38.9 | 68.5 |
| Evidence | Estimatedpublisher corpus prior · leave-one-anchor-out calibrated | Measured5 public benchmark observations across 5 boards |
| Input / 1M | Unavailable | $0.132 |
| Output / 1M | Unavailable | $0.528 |
| Pricing status | unavailable | fresh |
| Context | — | 262K |
| Providers | 0 | 6 |
| Weight access | Restricted license | Open weights |
Decision facts
- ContextPilot E4B is #71; Hy3 is #20 on the same current language board.
- Index scores are 38.9 for ContextPilot E4B and 68.5 for Hy3.
- Evidence differs: ContextPilot E4B is Estimated; Hy3 is Measured.
- Weight access differs: ContextPilot E4B is restricted; Hy3 is open.
- ModelCap currently lists 0 providers for ContextPilot E4B and 6 for Hy3.
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.