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ModelCap

Model decision surface

Compare AI models

Start with GPT-5.4 Nano and Qwen3 235B A22B, 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-5.4 Nano vs Qwen3 235B A22B

Live dataset updated 9/9/2026, 9:50:24 PM UTC

Open 1200×630 evidence receipt
Factual comparison of GPT-5.4 Nano and Qwen3 235B A22B
Field
ModelCap position#71#72
Index score51.751.2
EvidenceMeasured4 public benchmark observations across 4 boardsMeasured2 public benchmark observations across 2 boards
Input / 1M$0.20$0.455
Output / 1M$1.25$1.82
Pricing statusfreshfresh
Context400K131K
Providers21
Weight accessAPI onlyOpen weights

Decision facts

  • GPT-5.4 Nano is #71; Qwen3 235B A22B is #72 on the same current language board.
  • Index scores are 51.7 for GPT-5.4 Nano and 51.2 for Qwen3 235B A22B. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
  • Both positions use Measured evidence.
  • Listed output price per 1M tokens is $1.25 for GPT-5.4 Nano and $1.82 for Qwen3 235B A22B. For 1,000 requests with 2,000 input and 500 output tokens each (2M input + 0.5M output), the listed-rate estimate is $1.02 for GPT-5.4 Nano versus $1.82 for Qwen3 235B A22B. GPT-5.4 Nano costs 43.7% less in this scenario. This excludes caching, batch discounts, prompt-length tiers, tool charges and retries; verify the selected endpoint before budgeting.
  • Published context is 400,000 tokens for GPT-5.4 Nano and 131,072 for Qwen3 235B A22B.
  • Weight access differs: GPT-5.4 Nano is none; Qwen3 235B A22B is open.
  • ModelCap currently lists 2 providers for GPT-5.4 Nano and 1 for Qwen3 235B A22B.

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.