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ModelCap

Model decision surface

Compare AI models

Start with Qwen3 4B Instruct 2507 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

Qwen3 4B Instruct 2507 vs ContextPilot 8B

Live dataset updated 9/3/2026, 3:28:37 AM UTC

Open 1200×630 evidence receipt
Factual comparison of Qwen3 4B Instruct 2507 and ContextPilot 8B
Field
ModelCap position#115#114
Index score23.023.2
EvidenceEstimatedstart rank interpolated from the launch card's own comparison table against resolved catalogue peers, discounted for measured cross-lab optimismInheritedfinetune · finetune
Input / 1MUnavailableUnavailable
Output / 1MUnavailableUnavailable
Pricing statusunavailableunavailable
Context262K—
Providers00
Weight accessOpen weightsRestricted license

Decision facts

  • Qwen3 4B Instruct 2507 is #115; ContextPilot 8B is #114 on the same current language board.
  • Index scores are 23.0 for Qwen3 4B Instruct 2507 and 23.2 for ContextPilot 8B.
  • Evidence differs: Qwen3 4B Instruct 2507 is Estimated; ContextPilot 8B is Inherited.
  • Weight access differs: Qwen3 4B Instruct 2507 is open; ContextPilot 8B is restricted.

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.