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ModelCap

Model decision surface

Compare AI models

Start with Qwen3 Coder 480B A35B and Qwen3 VL 8B Instruct, 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

Qwen3 Coder 480B A35B vs Qwen3 VL 8B Instruct

Live dataset updated 10/5/2026, 6:14:38 PM UTC

Open 1200×630 evidence receipt
Factual comparison of Qwen3 Coder 480B A35B and Qwen3 VL 8B Instruct
Field
ModelCap position#132#204
Index score51.036.3
EvidenceMeasured2 public benchmark observations across 2 boardsEstimated3 reported rows against measured corpus ladders (63%); publisher-corpus-prior over 231 held-out anchors (38%); shrunk 10.4 up toward the measured corpus
Input / 1M$0.30$0.117
Output / 1M$1.00$0.455
Pricing statusfreshfresh
Context262K262K
Providers52
Weight accessOpen weightsOpen weights

Decision facts

  • Qwen3 Coder 480B A35B is #132; Qwen3 VL 8B Instruct is #204 on the same current language board.
  • Index scores are 51.0 for Qwen3 Coder 480B A35B and 36.3 for Qwen3 VL 8B Instruct. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
  • Evidence differs: Qwen3 Coder 480B A35B is Measured; Qwen3 VL 8B Instruct is Estimated.
  • Listed output price per 1M tokens is $1.00 for Qwen3 Coder 480B A35B and $0.45 for Qwen3 VL 8B Instruct. For 1,000 requests with 2,000 input and 500 output tokens each (2M input + 0.5M output), the listed-rate estimate is $1.10 for Qwen3 Coder 480B A35B versus $0.46 for Qwen3 VL 8B Instruct. Qwen3 VL 8B Instruct costs 58.0% 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 262,144 tokens for Qwen3 Coder 480B A35B and 262,144 for Qwen3 VL 8B Instruct.
  • ModelCap currently lists 5 providers for Qwen3 Coder 480B A35B and 2 for Qwen3 VL 8B Instruct.

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.