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ModelCap

Model decision surface

Compare AI models

Start with KAT Coder V2.5 Dev and Muse Glimmer 30B, 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

KAT Coder V2.5 Dev vs Muse Glimmer 30B

Live dataset updated 8/17/2026, 11:13:20 PM UTC

Open 1200×630 evidence receipt
Factual comparison of KAT Coder V2.5 Dev and Muse Glimmer 30B
Field
ModelCap position#34#36
Index score57.757.0
EvidenceEstimatedstart rank interpolated from the launch card's own comparison table against resolved catalogue peers, discounted for measured cross-lab optimismEstimatedstart rank interpolated from the launch card's own comparison table against resolved catalogue peers, discounted for measured cross-lab optimism
Input / 1MUnavailable$0.35
Output / 1MUnavailable$1.50
Pricing statusunavailablefresh
Context—131K
Providers04
Weight accessOpen weightsOpen weights

Decision facts

  • KAT Coder V2.5 Dev is #34; Muse Glimmer 30B is #36 on the same current language board.
  • Index scores are 57.7 for KAT Coder V2.5 Dev and 57.0 for Muse Glimmer 30B.
  • Both positions use Estimated evidence.
  • ModelCap currently lists 0 providers for KAT Coder V2.5 Dev and 4 for Muse Glimmer 30B.

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.