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Highest Output-Speed Qwen3 VL 30B A3B 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.

Alibaba Cloud Int. currently ranks first at 38.0 tok/s via alibaba.

Provider options:
5
Ranked:
5
Metric:
Output speed

Highest output speed endpoint ranking

Highest Output-Speed Qwen3 VL 30B A3B Instruct Inference Providers
RankProvider / routeOutput speedSpeed measurementsEndpoint details
#1Provider / route
Output speed38.0 tok/sSpeed measurements
500-token response
13.62 s
Response starts
0.46 s
Output speed
38.0 tok/s
Endpoint details
Input price
$0.13 / 1M tokens
Output price
$0.52 / 1M tokens
Uptime (30 min)
99.98%
Context
131.1K
#2Provider / route
DeepInfradeepinfra/fp8
Output speed24.0 tok/sSpeed measurements
500-token response
21.23 s
Response starts
0.40 s
Output speed
24.0 tok/s
Endpoint details
Input price
$0.15 / 1M tokens
Output price
$0.6 / 1M tokens
Uptime (30 min)
99.73%
Context
262.1K
#3Provider / route
Phalaphala
Output speed22.0 tok/sSpeed measurements
500-token response
23.87 s
Response starts
1.14 s
Output speed
22.0 tok/s
Endpoint details
Input price
$0.2 / 1M tokens
Output price
$0.7 / 1M tokens
Uptime (30 min)
98.59%
Context
128K
#4Provider / route
NovitaAInovita/bf16
Output speed21.0 tok/sSpeed measurements
500-token response
24.60 s
Response starts
0.79 s
Output speed
21.0 tok/s
Endpoint details
Input price
$0.2 / 1M tokens
Output price
$0.7 / 1M tokens
Uptime (30 min)
98.15%
Context
131.1K
#5Provider / route
SiliconFlowsiliconflow/fp8
Output speed8.0 tok/sSpeed measurements
500-token response
64.95 s
Response starts
2.45 s
Output speed
8.0 tok/s
Endpoint details
Input price
$0.29 / 1M tokens
Output price
$1 / 1M tokens
Uptime (30 min)
99.05%
Context
262.1K

Endpoint data fetched .

Qwen3 VL 30B A3B Instruct endpoint guide

How to interpret the Highest Output-Speed Qwen3 VL 30B A3B Instruct Inference Providers

5 of 5 Qwen3 VL 30B A3B Instruct endpoints currently have the published data required for this ranking. Alibaba Cloud Int. leads at 38.0 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

DeepInfra currently ranks second at 24.0 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 30B A3B 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.