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ModelCap

Model decision surface

Compare AI models

Start with LFM2.5 VL 3B and Llama 4 Scout, 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

LFM2.5 VL 3B vs Llama 4 Scout

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

Open 1200×630 evidence receipt
Factual comparison of LFM2.5 VL 3B and Llama 4 Scout
Field
LFM2.5 VL 3B

LiquidAI

ModelCap position#169#172
Index score21.821.3
EvidenceInheritedfinetune · finetuneMeasured4 public benchmark observations across 4 boards
Input / 1MUnavailable$0.10
Output / 1MUnavailable$0.30
Pricing statusunavailablefresh
Context—1.3M
Providers03
Weight accessRestricted licenseGated access

Decision facts

  • LFM2.5 VL 3B is #169; Llama 4 Scout is #172 on the same current language board.
  • Index scores are 21.8 for LFM2.5 VL 3B and 21.3 for Llama 4 Scout.
  • Evidence differs: LFM2.5 VL 3B is Inherited; Llama 4 Scout is Measured.
  • Weight access differs: LFM2.5 VL 3B is restricted; Llama 4 Scout is gated.
  • ModelCap currently lists 0 providers for LFM2.5 VL 3B and 3 for Llama 4 Scout.

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.