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ModelCap

Model decision surface

Compare AI models

Start with GPT-4o (2024-11-20) and ContextPilot 8B, 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

GPT-4o (2024-11-20) vs ContextPilot 8B

Live dataset updated 9/3/2026, 3:51:17 AM UTC

Open 1200×630 evidence receipt
Factual comparison of GPT-4o (2024-11-20) and ContextPilot 8B
Field
ModelCap position#117#114
Index score23.023.2
EvidenceEstimatedpublisher corpus prior · leave-one-anchor-out calibratedInheritedfinetune · finetune
Input / 1M$2.50Unavailable
Output / 1M$10.00Unavailable
Pricing statusfreshunavailable
Context128K—
Providers10
Weight accessAPI onlyRestricted license

Decision facts

  • GPT-4o (2024-11-20) is #117; ContextPilot 8B is #114 on the same current language board.
  • Index scores are 23.0 for GPT-4o (2024-11-20) and 23.2 for ContextPilot 8B.
  • Evidence differs: GPT-4o (2024-11-20) is Estimated; ContextPilot 8B is Inherited.
  • Weight access differs: GPT-4o (2024-11-20) is none; ContextPilot 8B is restricted.
  • ModelCap currently lists 1 providers for GPT-4o (2024-11-20) and 0 for ContextPilot 8B.

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.