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ModelCap

Model decision surface

Compare AI models

Start with KAT-Coder-Pro V2 and o3 Pro, 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-Pro V2 vs o3 Pro

Live dataset updated 9/3/2026, 3:28:37 AM UTC

Open 1200×630 evidence receipt
Factual comparison of KAT-Coder-Pro V2 and o3 Pro
Field
o3 Pro

OpenAI

ModelCap position#57#60
Index score46.344.3
EvidenceMeasured1 public benchmark observation across 1 boardMeasured1 public benchmark observation across 1 board
Input / 1M$0.30$20.00
Output / 1M$1.20$80.00
Pricing statusfreshfresh
Context262K200K
Providers11
Weight accessAPI onlyAPI only

Decision facts

  • KAT-Coder-Pro V2 is #57; o3 Pro is #60 on the same current language board.
  • Index scores are 46.3 for KAT-Coder-Pro V2 and 44.3 for o3 Pro.
  • Both positions use Measured evidence.
  • Listed output price per 1M tokens is $1.20 for KAT-Coder-Pro V2 and $80.00 for o3 Pro.
  • Published context is 262,144 tokens for KAT-Coder-Pro V2 and 200,000 for o3 Pro.

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.