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ModelCap

Model decision surface

Compare AI models

Start with LFM2.5 230M and LFM2.5 VL 3B, 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 230M vs LFM2.5 VL 3B

Live dataset updated 8/17/2026, 11:13:20 PM UTC

Open 1200×630 evidence receipt
Factual comparison of LFM2.5 230M and LFM2.5 VL 3B
Field
LFM2.5 230M

LiquidAI

LFM2.5 VL 3B

LiquidAI

ModelCap position#144#172
Index score22.521.3
EvidenceEstimatedglobal corpus prior · leave-one-anchor-out calibratedInheritedfinetune · finetune
Input / 1MUnavailableUnavailable
Output / 1MUnavailableUnavailable
Pricing statusunavailableunavailable
Context——
Providers00
Weight accessRestricted licenseRestricted license

Decision facts

  • LFM2.5 230M is #144; LFM2.5 VL 3B is #172 on the same current language board.
  • Index scores are 22.5 for LFM2.5 230M and 21.3 for LFM2.5 VL 3B.
  • Evidence differs: LFM2.5 230M is Estimated; LFM2.5 VL 3B is Inherited.

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.