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ModelCap

Model decision surface

Compare AI models

Start with Gemma 4 31B and Nex N2.5 Max, 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 4 31B vs Nex N2.5 Max

Live dataset updated 9/9/2026, 8:46:14 PM UTC

Open 1200×630 evidence receipt
Factual comparison of Gemma 4 31B and Nex N2.5 Max
Field
ModelCap position#27#13
Index score69.777.8
EvidenceMeasured3 public benchmark observations across 3 boardsEstimatedglobal-corpus-prior over 182 held-out anchors (7%); launch card against 5 resolved peers on 5 rows (93%); optimism haircut 0 from cross-lab-probe; shrunk 1.8 toward the measured corpus
Input / 1M$0.09Unavailable
Output / 1M$0.34Unavailable
Pricing statusfreshunavailable
Context262K—
Providers130
Weight accessOpen weightsOpen weights

Decision facts

  • Gemma 4 31B is #27; Nex N2.5 Max is #13 on the same current language board.
  • Index scores are 69.7 for Gemma 4 31B and 77.8 for Nex N2.5 Max. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
  • Evidence differs: Gemma 4 31B is Measured; Nex N2.5 Max is Estimated.
  • ModelCap currently lists 13 providers for Gemma 4 31B and 0 for Nex N2.5 Max.

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.