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ModelCap

Model decision surface

Compare AI models

Start with Gemma 3 12B and Nemotron Research GooseReason 4B Instruct, 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 12B vs Nemotron Research GooseReason 4B Instruct

Live dataset updated 9/9/2026, 10:25:31 PM UTC

Open 1200×630 evidence receipt
Factual comparison of Gemma 3 12B and Nemotron Research GooseReason 4B Instruct
Field
ModelCap position#138#134
Index score30.030.5
EvidenceMeasured3 public benchmark observations across 3 boardsInheritedfinetune of Qwen/Qwen3-4B-Instruct-2507 · finetune (100%)
Input / 1M$0.05Unavailable
Output / 1M$0.15Unavailable
Pricing statusfreshunavailable
Context131K—
Providers10
Weight accessGated accessRestricted license

Decision facts

  • Gemma 3 12B is #138; Nemotron Research GooseReason 4B Instruct is #134 on the same current language board.
  • Index scores are 30.0 for Gemma 3 12B and 30.5 for Nemotron Research GooseReason 4B Instruct. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
  • Evidence differs: Gemma 3 12B is Measured; Nemotron Research GooseReason 4B Instruct is Inherited.
  • Weight access differs: Gemma 3 12B is gated; Nemotron Research GooseReason 4B Instruct is restricted.
  • ModelCap currently lists 1 providers for Gemma 3 12B and 0 for Nemotron Research GooseReason 4B Instruct.

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.