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Highest Output-Speed Qwen3 32B Inference Providers

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

Groq currently ranks first at 237.0 tok/s via groq.

Provider options:
5
Ranked:
5
Metric:
Output speed

Highest output speed endpoint ranking

Highest Output-Speed Qwen3 32B Inference Providers
RankProvider / routeOutput speedSpeed measurementsEndpoint details
#1Provider / route
Groqgroq
Output speed237.0 tok/sSpeed measurements
500-token response
2.33 s
Response starts
0.22 s
Output speed
237.0 tok/s
Endpoint details
Input price
$0.29 / 1M tokens
Output price
$0.59 / 1M tokens
Uptime (30 min)
99.91%
Context
131.1K
#2Provider / routeOutput speed37.0 tok/sSpeed measurements
500-token response
13.73 s
Response starts
0.22 s
Output speed
37.0 tok/s
Endpoint details
Input price
$0.104 / 1M tokens
Output price
$0.416 / 1M tokens
Uptime (30 min)
99.94%
Context
131.1K
#3Provider / route
DeepInfradeepinfra/fp8
Output speed22.0 tok/sSpeed measurements
500-token response
23.01 s
Response starts
0.29 s
Output speed
22.0 tok/s
Endpoint details
Input price
$0.08 / 1M tokens
Output price
$0.28 / 1M tokens
Uptime (30 min)
100.00%
Context
41K
#4Provider / route
Nebiusnebius/base
Output speed21.0 tok/sSpeed measurements
500-token response
24.50 s
Response starts
0.69 s
Output speed
21.0 tok/s
Endpoint details
Input price
$0.1 / 1M tokens
Output price
$0.3 / 1M tokens
Uptime (30 min)
99.90%
Context
41K
#5Provider / route
SiliconFlowsiliconflow/fp8
Output speed7.0 tok/sSpeed measurements
500-token response
73.12 s
Response starts
1.69 s
Output speed
7.0 tok/s
Endpoint details
Input price
$0.14 / 1M tokens
Output price
$0.57 / 1M tokens
Uptime (30 min)
98.08%
Context
131.1K

Endpoint data fetched .

Qwen3 32B endpoint guide

How to interpret the Highest Output-Speed Qwen3 32B Inference Providers

5 of 5 Qwen3 32B endpoints currently have the published data required for this ranking. Groq leads at 237.0 tok/s via groq. 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 Groq with the next option

Alibaba Cloud Int. currently ranks second at 37.0 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 32B 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.