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

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

DeepInfra currently ranks first at 33.0 tok/s via deepinfra/fp8.

Provider options:
5
Ranked:
5
Metric:
Output speed

Highest output speed endpoint ranking

Highest Output-Speed Qwen3 VL 235B A22B Instruct Inference Providers
RankProvider / routeOutput speedSpeed measurementsEndpoint details
#1Provider / route
DeepInfradeepinfra/fp8
Output speed33.0 tok/sSpeed measurements
500-token response
16.05 s
Response starts
0.89 s
Output speed
33.0 tok/s
Endpoint details
Input price
$0.2 / 1M tokens
Output price
$0.88 / 1M tokens
Uptime (30 min)
98.25%
Context
262.1K
#2Provider / route
Parasailparasail/fp8
Output speed32.0 tok/sSpeed measurements
500-token response
16.66 s
Response starts
1.04 s
Output speed
32.0 tok/s
Endpoint details
Input price
$0.21 / 1M tokens
Output price
$1.9 / 1M tokens
Uptime (30 min)
98.92%
Context
131.1K
#3Provider / routeOutput speed31.0 tok/sSpeed measurements
500-token response
17.08 s
Response starts
0.95 s
Output speed
31.0 tok/s
Endpoint details
Input price
$0.26 / 1M tokens
Output price
$1.04 / 1M tokens
Uptime (30 min)
99.81%
Context
131.1K
#4Provider / route
NovitaAInovita/bf16
Output speed15.5 tok/sSpeed measurements
500-token response
33.98 s
Response starts
1.72 s
Output speed
15.5 tok/s
Endpoint details
Input price
$0.3 / 1M tokens
Output price
$1.5 / 1M tokens
Uptime (30 min)
80.42%
Context
131.1K
#5Provider / route
Venicevenice/fp8
Output speed13.0 tok/sSpeed measurements
500-token response
40.83 s
Response starts
2.37 s
Output speed
13.0 tok/s
Endpoint details
Input price
$0.21 / 1M tokens
Output price
$1.9 / 1M tokens
Uptime (30 min)
93.65%
Context
128K

Endpoint data fetched .

Qwen3 VL 235B A22B Instruct endpoint guide

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

5 of 5 Qwen3 VL 235B A22B Instruct endpoints currently have the published data required for this ranking. DeepInfra leads at 33.0 tok/s via deepinfra/fp8. 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 DeepInfra with the next option

Parasail currently ranks second at 32.0 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 Instruct has 5 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.