Skip to content
ModelCap

Model decision surface

Compare AI models

Start with ContextPilot E4B and UI Mate 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

ContextPilot E4B vs UI Mate 27B

Live dataset updated 9/3/2026, 3:39:57 AM UTC

Open 1200×630 evidence receipt
Factual comparison of ContextPilot E4B and UI Mate 27B
Field
ModelCap position#71#52
Index score38.948.8
EvidenceEstimatedpublisher corpus prior · leave-one-anchor-out calibratedInheritedfinetune · finetune
Input / 1MUnavailableUnavailable
Output / 1MUnavailableUnavailable
Pricing statusunavailableunavailable
Context——
Providers00
Weight accessRestricted licenseOpen weights

Decision facts

  • ContextPilot E4B is #71; UI Mate 27B is #52 on the same current language board.
  • Index scores are 38.9 for ContextPilot E4B and 48.8 for UI Mate 27B.
  • Evidence differs: ContextPilot E4B is Estimated; UI Mate 27B is Inherited.
  • Weight access differs: ContextPilot E4B is restricted; UI Mate 27B is open.

These are separate published fields, not a synthetic winner. ModelCap does not collapse price, access, context, and capability evidence into a hidden recommendation score.

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.