Model scorecard
Alibaba qwq-32b
Composite 68.0/100 across quality, throughput, latency, price efficiency and usable context — measured through the gateway, not vendor-reported.
B+68.0/100alibaba/qwq-32btext · 128k context
Capability
eval compositeQuality (blended eval)82
Category: reasoning
Usable context6
128k advertised window
Serving
gateway measuredThroughput37
130 output tokens/s median
Time to first token60
240ms p50
Economics
at provider costPrice efficiency84
$0.30 per 1M output tokens
Quality per dollar100
llmcloud adds $0 to these token prices.
Suggested usage
Not a default pick today. It is a reasonable explicit choice when you need this vendor specifically, or as a failover target inside auto:reasoning.
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