Model scorecard
Alibaba qwen3-vl-235b
Composite 63.6/100 across quality, throughput, latency, price efficiency and usable context — measured through the gateway, not vendor-reported.
B63.6/100alibaba/qwen3-vl-235btext · vision · 128k context
Capability
eval compositeQuality (blended eval)87
Category: vision
Usable context6
128k advertised window
Serving
gateway measuredThroughput22
76 output tokens/s median
Time to first token37
380ms p50
Economics
at provider costPrice efficiency68
$2.00 per 1M output tokens
Quality per dollar100
llmcloud adds $0 to these token prices.
Suggested usage
- Vision & document parsingauto:vision
Chart and table extraction quality separates models far more than natural-image captioning.