Skip to content
ModelCap

Model decision surface

Compare AI models

Start with GPT-4o (2024-11-20) 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

GPT-4o (2024-11-20) vs o3 Pro

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

Open 1200×630 evidence receipt
Factual comparison of GPT-4o (2024-11-20) and o3 Pro
Field
o3 Pro

OpenAI

ModelCap position#108#54
Index score22.546.5
EvidenceEstimatedpublisher corpus prior · leave-one-anchor-out calibratedMeasured1 public benchmark observation across 1 board
Input / 1M$2.50$20.00
Output / 1M$10.00$80.00
Pricing statusfreshfresh
Context128K200K
Providers11
Weight accessAPI onlyAPI only

Decision facts

  • GPT-4o (2024-11-20) is #108; o3 Pro is #54 on the same current language board.
  • Index scores are 22.5 for GPT-4o (2024-11-20) and 46.5 for o3 Pro.
  • Evidence differs: GPT-4o (2024-11-20) is Estimated; o3 Pro is Measured.
  • Listed output price per 1M tokens is $10.00 for GPT-4o (2024-11-20) and $80.00 for o3 Pro.
  • Published context is 128,000 tokens for GPT-4o (2024-11-20) 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.