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ModelCap

Model decision surface

Compare AI models

Start with GPT-4o (2024-08-06) and Qwen3 VL 8B Thinking, 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 (2024-08-06) vs Qwen3 VL 8B Thinking

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

Open 1200×630 evidence receipt
Factual comparison of GPT-4o (2024-08-06) and Qwen3 VL 8B Thinking
Field
ModelCap position#110#109
Index score24.224.4
EvidenceMeasured3 public benchmark observations across 3 boardsEstimatedpublisher corpus prior · leave-one-anchor-out calibrated
Input / 1M$2.50$0.18
Output / 1M$10.00$2.10
Pricing statusfreshfresh
Context128K131K
Providers21
Weight accessAPI onlyOpen weights

Decision facts

  • GPT-4o (2024-08-06) is #110; Qwen3 VL 8B Thinking is #109 on the same current language board.
  • Index scores are 24.2 for GPT-4o (2024-08-06) and 24.4 for Qwen3 VL 8B Thinking.
  • Evidence differs: GPT-4o (2024-08-06) is Measured; Qwen3 VL 8B Thinking is Estimated.
  • Listed output price per 1M tokens is $10.00 for GPT-4o (2024-08-06) and $2.10 for Qwen3 VL 8B Thinking.
  • Published context is 128,000 tokens for GPT-4o (2024-08-06) and 131,072 for Qwen3 VL 8B Thinking.
  • Weight access differs: GPT-4o (2024-08-06) is none; Qwen3 VL 8B Thinking is open.
  • ModelCap currently lists 2 providers for GPT-4o (2024-08-06) and 1 for Qwen3 VL 8B Thinking.

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.