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ModelCap

Model decision surface

Compare AI models

Start with Nex N2.5 Max and Hy4 preview, 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

Nex N2.5 Max vs Hy4 preview

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

Open 1200×630 evidence receipt
Factual comparison of Nex N2.5 Max and Hy4 preview
Field
ModelCap position#13#26
Index score77.870.4
EvidenceEstimatedglobal-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 corpusMeasured9 reported rows against measured corpus ladders (38%); publisher-corpus-prior over 182 held-out anchors (12%); opens above measured predecessor tencent/hy3 on same-family ordering evidence (41%); 1 specialist-board observation at 2.5% support (9%); shrunk 1.2 toward the measured corpus
Input / 1MUnavailable$0.834
Output / 1MUnavailable$2.50
Pricing statusunavailablefresh
Context1M
Providers01
Weight accessOpen weightsOpen weights

Decision facts

  • Nex N2.5 Max is #13; Hy4 preview is #26 on the same current language board.
  • Index scores are 77.8 for Nex N2.5 Max and 70.4 for Hy4 preview. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
  • Evidence differs: Nex N2.5 Max is Estimated; Hy4 preview is Measured.
  • ModelCap currently lists 0 providers for Nex N2.5 Max and 1 for Hy4 preview.

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.