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ModelCap

Model decision surface

Compare AI models

Start with Gemma 3 4B and Gemma 4 31B, 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 3 4B vs Gemma 4 31B

Live dataset updated 11/6/2026, 8:49:50 PM UTC

Open 1200×630 evidence receipt
Factual comparison of Gemma 3 4B and Gemma 4 31B
Field
ModelCap position#255#37
Index score26.071.9
EvidenceMeasured2 public benchmark observations across 2 boardsMeasured2 public benchmark observations across 2 boards
Input / 1M$0.05$0.20
Output / 1M$0.10$0.40
Pricing statusfreshfresh
Context131K262K
Providers216
Weight accessGated accessOpen weights

Decision facts

  • Gemma 3 4B is #255; Gemma 4 31B is #37 on the same current language board.
  • Index scores are 26.0 for Gemma 3 4B and 71.9 for Gemma 4 31B. 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.
  • Listed output price per 1M tokens is $0.10 for Gemma 3 4B and $0.40 for Gemma 4 31B. For 1,000 requests with 2,000 input and 500 output tokens each (2M input + 0.5M output), the listed-rate estimate is $0.15 for Gemma 3 4B versus $0.60 for Gemma 4 31B. Gemma 3 4B costs 75.0% less in this scenario. This excludes caching, batch discounts, prompt-length tiers, tool charges and retries; verify the selected endpoint before budgeting.
  • Published context is 131,072 tokens for Gemma 3 4B and 262,144 for Gemma 4 31B.
  • Weight access differs: Gemma 3 4B is gated; Gemma 4 31B is open.
  • ModelCap currently lists 2 providers for Gemma 3 4B and 16 for Gemma 4 31B.

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.