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Highest Output-Speed Qwen3 VL 235B A22B Thinking Inference Providers

Ranks providers by their recent typical output speed in tokens per second. Providers without enough recent data remain visible after ranked rows.

Alibaba Cloud Int. currently ranks first at 58.0 tok/s via alibaba.

Provider options:
2
Ranked:
2
Metric:
Output speed

Highest output speed endpoint ranking

Highest Output-Speed Qwen3 VL 235B A22B Thinking Inference Providers
RankProvider / routeOutput speedSpeed measurementsEndpoint details
#1Provider / route
Output speed58.0 tok/sSpeed measurements
500-token response
9.34 s
Response starts
0.72 s
Output speed
58.0 tok/s
Endpoint details
Input price
$0.26 / 1M
Output price
$2.6 / 1M
Uptime (30 min)
95.81%
Context
131.1K
#2Provider / route
NovitaAInovita/bf16
Output speed43.5 tok/sSpeed measurements
500-token response
12.43 s
Response starts
0.93 s
Output speed
43.5 tok/s
Endpoint details
Input price
$0.98 / 1M
Output price
$3.95 / 1M
Uptime (30 min)
Insufficient recent data
Context
131.1K

Endpoint data fetched .

Qwen3 VL 235B A22B Thinking endpoint guide

How to interpret the Highest Output-Speed Qwen3 VL 235B A22B Thinking Inference Providers

2 of 2 Qwen3 VL 235B A22B Thinking endpoints currently have the published data required for this ranking. Alibaba Cloud Int. leads at 58.0 tok/s via alibaba. The table keeps unranked routes visible so missing measurements do not look like missing provider availability.

How generation throughput is ranked

The output-speed ranking compares recent median generated tokens per second. It favors routes that complete long generations quickly, while first-token latency remains a separate measure of how responsive the endpoint feels at the beginning.

Compare Alibaba Cloud Int. with the next option

NovitaAI currently ranks second at 43.5 tok/s. Compare that gap with input and output price, response-start time, output speed, 30-minute uptime, context length, and the exact route before deciding whether first place is meaningful for your workload.

Use the route, not only the provider name

Qwen3 VL 235B A22B Thinking has 2 published provider options, and performance data is matched to each exact OpenRouter routing tag. Different quantization, context, regional deployment, or provider configuration can change price and behavior even when the underlying model name is identical.