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ModelCap

Model decision surface

Compare AI models

Start with Granite 4.2 8B and LFM2 8B A1B, 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

Granite 4.2 8B vs LFM2 8B A1B

Live dataset updated 9/15/2026, 9:19:37 PM UTC

Open 1200×630 evidence receipt
Factual comparison of Granite 4.2 8B and LFM2 8B A1B
Field
Granite 4.2 8B

IBM Granite

LFM2 8B A1B

LiquidAI

ModelCap position#165#183
Index score25.018.2
EvidenceMeasured3 public benchmark observations across 3 boardsEstimatedglobal-corpus-prior over 194 held-out anchors (19%); launch card against 3 resolved peers on 10 rows (81%); exceeds every named peer on 8 of 10 rows; optimism haircut 9.5 from cross-lab-probe; shrunk 8.1 up toward the measured corpus
Input / 1M$0.06Unavailable
Output / 1M$0.25Unavailable
Pricing statusfreshunavailable
Context131K—
Providers20
Weight accessOpen weightsRestricted license

Decision facts

  • Granite 4.2 8B is #165; LFM2 8B A1B is #183 on the same current language board.
  • Index scores are 25.0 for Granite 4.2 8B and 18.2 for LFM2 8B A1B. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
  • Evidence differs: Granite 4.2 8B is Measured; LFM2 8B A1B is Estimated.
  • Weight access differs: Granite 4.2 8B is open; LFM2 8B A1B is restricted.
  • ModelCap currently lists 2 providers for Granite 4.2 8B and 0 for LFM2 8B A1B.

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.