Skip to content
ModelCap

Model decision surface

Compare AI models

Start with Qwen3 235B A22B Instruct 2507 and Step3 VL 10B, 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 235B A22B Instruct 2507 vs Step3 VL 10B

Live dataset updated 9/13/2026, 2:40:29 PM UTC

Open 1200×630 evidence receipt
Factual comparison of Qwen3 235B A22B Instruct 2507 and Step3 VL 10B
Field
Step3 VL 10B

Stepfun Ai

ModelCap position#56#53
Index score57.659.1
EvidenceMeasured2 public benchmark observations across 2 boardsEstimatedglobal-corpus-prior over 186 held-out anchors (18%); launch card against 2 resolved peers on 4 rows (82%); exceeds every named peer on 3 of 4 rows; no cross-lab optimism probe available; shrunk 1.5 toward the measured corpus
Input / 1M$0.087Unavailable
Output / 1M$0.35Unavailable
Pricing statusfreshunavailable
Context262K—
Providers100
Weight accessOpen weightsOpen weights

Decision facts

  • Qwen3 235B A22B Instruct 2507 is #56; Step3 VL 10B is #53 on the same current language board.
  • Index scores are 57.6 for Qwen3 235B A22B Instruct 2507 and 59.1 for Step3 VL 10B. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
  • Evidence differs: Qwen3 235B A22B Instruct 2507 is Measured; Step3 VL 10B is Estimated.
  • ModelCap currently lists 10 providers for Qwen3 235B A22B Instruct 2507 and 0 for Step3 VL 10B.

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.