Skip to content
ModelCap

Model decision surface

Compare AI models

Start with Llama 4 Scout and MathForm 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

Llama 4 Scout vs MathForm 8B

Live dataset updated 8/18/2026, 12:08:12 AM UTC

Open 1200×630 evidence receipt
Factual comparison of Llama 4 Scout and MathForm 8B
Field
ModelCap position#105#104
Index score22.422.5
EvidenceMeasured4 public benchmark observations across 4 boardsInheritedfinetune · finetune
Input / 1M$0.10Unavailable
Output / 1M$0.30Unavailable
Pricing statusfreshunavailable
Context1.3M—
Providers40
Weight accessGated accessOpen weights

Decision facts

  • Llama 4 Scout is #105; MathForm 8B is #104 on the same current language board.
  • Index scores are 22.4 for Llama 4 Scout and 22.5 for MathForm 8B.
  • Evidence differs: Llama 4 Scout is Measured; MathForm 8B is Inherited.
  • Weight access differs: Llama 4 Scout is gated; MathForm 8B is open.
  • ModelCap currently lists 4 providers for Llama 4 Scout and 0 for MathForm 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.