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ModelCap

Model decision surface

Compare AI models

Start with Gemini 3.8 Flash and gemma 1.1 7b it, 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

Gemini 3.8 Flash vs gemma 1.1 7b it

Live dataset updated 9/30/2026, 8:54:24 PM UTC

Open 1200×630 evidence receipt
Factual comparison of Gemini 3.8 Flash and gemma 1.1 7b it
Field
ModelCap position#9#258
Index score82.710.1
EvidenceMeasured6 public benchmark observations across 6 boardsMeasured2 public benchmark observations across 2 boards
Input / 1M$0.75Unavailable
Output / 1M$3.75Unavailable
Pricing statusfreshunavailable
Context1M—
Providers20
Weight accessAPI onlyGated access

Decision facts

  • Gemini 3.8 Flash is #9; gemma 1.1 7b it is #258 on the same current language board.
  • Index scores are 82.7 for Gemini 3.8 Flash and 10.1 for gemma 1.1 7b it. Their published uncertainty intervals do not overlap, but the aggregate Index does not predict performance on every task; compare the relevant benchmark configurations before choosing.
  • Both positions use Measured evidence.
  • Weight access differs: Gemini 3.8 Flash is none; gemma 1.1 7b it is gated.
  • ModelCap currently lists 2 providers for Gemini 3.8 Flash and 0 for gemma 1.1 7b it.

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.