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ModelCap

Model decision surface

Compare AI models

Start with Ring-2.6-1T and o4 Mini, 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

Ring-2.6-1T vs o4 Mini

Live dataset updated 8/18/2026, 4:14:24 AM UTC

Open 1200×630 evidence receipt
Factual comparison of Ring-2.6-1T and o4 Mini
Field
Ring-2.6-1T

InclusionAI

o4 Mini

OpenAI

ModelCap position#60#58
Index score42.543.4
EvidenceMeasured1 public benchmark observation across 1 boardMeasured4 public benchmark observations across 4 boards
Input / 1M$0.075$1.10
Output / 1M$0.625$4.40
Pricing statusfreshfresh
Context262K200K
Providers11
Weight accessAPI onlyAPI only

Decision facts

  • Ring-2.6-1T is #60; o4 Mini is #58 on the same current language board.
  • Index scores are 42.5 for Ring-2.6-1T and 43.4 for o4 Mini.
  • Both positions use Measured evidence.
  • Listed output price per 1M tokens is $0.63 for Ring-2.6-1T and $4.40 for o4 Mini.
  • Published context is 262,144 tokens for Ring-2.6-1T and 200,000 for o4 Mini.

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.