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Highest Output-Speed Qwen3 235B A22B Instruct 2507 Inference Providers

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

Nebius currently ranks first at 36.0 tok/s via nebius/fp8.

Provider options:
12
Ranked:
12
Metric:
Output speed

Highest output speed endpoint ranking

Highest Output-Speed Qwen3 235B A22B Instruct 2507 Inference Providers
RankProvider / routeOutput speedSpeed measurementsEndpoint details
#1Provider / route
Nebiusnebius/fp8
Output speed36.0 tok/sSpeed measurements
500-token response
14.29 s
Response starts
0.40 s
Output speed
36.0 tok/s
Endpoint details
Input price
$0.2 / 1M tokens
Output price
$0.6 / 1M tokens
Uptime (30 min)
99.71%
Context
262.1K
#2Provider / route
Parasailparasail/fp8
Output speed28.0 tok/sSpeed measurements
500-token response
18.25 s
Response starts
0.40 s
Output speed
28.0 tok/s
Endpoint details
Input price
$0.14 / 1M tokens
Output price
$0.8 / 1M tokens
Uptime (30 min)
99.80%
Context
131.1K
#3Provider / route
Friendlifriendli
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
$0.2 / 1M tokens
Output price
$0.8 / 1M tokens
Uptime (30 min)
97.43%
Context
262.1K
#4Provider / route
Google Vertexgoogle-vertex/us-south1
Output speed24.0 tok/sSpeed measurements
500-token response
21.48 s
Response starts
0.64 s
Output speed
24.0 tok/s
Endpoint details
Input price
$0.22 / 1M tokens
Output price
$0.88 / 1M tokens
Uptime (30 min)
100.00%
Context
262.1K
#5Provider / route
Google Vertexgoogle-vertex/us-south1
Output speed24.0 tok/sSpeed measurements
500-token response
21.48 s
Response starts
0.64 s
Output speed
24.0 tok/s
Endpoint details
Input price
$0.25 / 1M tokens
Output price
$1 / 1M tokens
Uptime (30 min)
99.61%
Context
262.1K
#6Provider / routeOutput speed22.0 tok/sSpeed measurements
500-token response
23.23 s
Response starts
0.50 s
Output speed
22.0 tok/s
Endpoint details
Input price
$0.1495 / 1M tokens
Output price
$0.598 / 1M tokens
Uptime (30 min)
100.00%
Context
131.1K
#7Provider / route
DeepInfradeepinfra/fp8
Output speed15.0 tok/sSpeed measurements
500-token response
33.77 s
Response starts
0.44 s
Output speed
15.0 tok/s
Endpoint details
Input price
$0.09 / 1M tokens
Output price
$0.55 / 1M tokens
Uptime (30 min)
99.35%
Context
262.1K
#8Provider / route
NovitaAInovita/fp8
Output speed13.0 tok/sSpeed measurements
500-token response
39.23 s
Response starts
0.77 s
Output speed
13.0 tok/s
Endpoint details
Input price
$0.09 / 1M tokens
Output price
$0.58 / 1M tokens
Uptime (30 min)
98.84%
Context
131.1K
#9Provider / route
Venicevenice/fp8
Output speed8.0 tok/sSpeed measurements
500-token response
63.05 s
Response starts
0.55 s
Output speed
8.0 tok/s
Endpoint details
Input price
$0.15 / 1M tokens
Output price
$0.75 / 1M tokens
Uptime (30 min)
98.70%
Context
128K
#10Provider / route
StreamLakestreamlake
Output speed8.0 tok/sSpeed measurements
500-token response
63.22 s
Response starts
0.72 s
Output speed
8.0 tok/s
Endpoint details
Input price
$0.21 / 1M tokens
Output price
$0.84 / 1M tokens
Uptime (30 min)
95.64%
Context
128K
#11Provider / route
GMICloudgmicloud/fp8
Output speed2.0 tok/sSpeed measurements
500-token response
251.04 s
Response starts
1.04 s
Output speed
2.0 tok/s
Endpoint details
Input price
$0.35 / 1M tokens
Output price
$1.4 / 1M tokens
Uptime (30 min)
98.90%
Context
262.1K
#12Provider / route
AtlasCloudatlas-cloud/fp8
Output speed0.0 tok/sSpeed measurements
500-token response
Insufficient recent data
Response starts
1.26 s
Output speed
0.0 tok/s
Endpoint details
Input price
$0.2 / 1M tokens
Output price
$0.88 / 1M tokens
Uptime (30 min)
95.44%
Context
131.1K

Endpoint data fetched .

Qwen3 235B A22B Instruct 2507 endpoint guide

How to interpret the Highest Output-Speed Qwen3 235B A22B Instruct 2507 Inference Providers

12 of 12 Qwen3 235B A22B Instruct 2507 endpoints currently have the published data required for this ranking. Nebius leads at 36.0 tok/s via nebius/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 Nebius with the next option

Parasail currently ranks second at 28.0 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 235B A22B Instruct 2507 has 12 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.