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ModelCap

Model decision surface

Compare AI models

Start with Gemma 3n 4B 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

Gemma 3n 4B vs LFM2.5 VL 3B

Live dataset updated 8/18/2026, 4:14:24 AM UTC

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

LiquidAI

ModelCap position#176#178
Index score20.420.2
EvidenceMeasured2 public benchmark observations across 2 boardsInheritedfinetune · finetune
Input / 1M$0.06Unavailable
Output / 1M$0.12Unavailable
Pricing statusfreshunavailable
Context33K—
Providers10
Weight accessGated accessRestricted license

Decision facts

  • Gemma 3n 4B is #176; LFM2.5 VL 3B is #178 on the same current language board.
  • Index scores are 20.4 for Gemma 3n 4B and 20.2 for LFM2.5 VL 3B.
  • Evidence differs: Gemma 3n 4B is Measured; LFM2.5 VL 3B is Inherited.
  • Weight access differs: Gemma 3n 4B is gated; LFM2.5 VL 3B is restricted.
  • ModelCap currently lists 1 providers for Gemma 3n 4B and 0 for LFM2.5 VL 3B.

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.