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Highest Output-Speed Qwen3 Next 80B 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.

Parasail currently ranks first at 131.0 tok/s via parasail/fp8.

Provider options:
5
Ranked:
5
Metric:
Output speed

Highest output speed endpoint ranking

Highest Output-Speed Qwen3 Next 80B A3B Instruct Inference Providers
RankProvider / routeOutput speedSpeed measurementsEndpoint details
#1Provider / route
Parasailparasail/fp8
Output speed131.0 tok/sSpeed measurements
500-token response
4.43 s
Response starts
0.61 s
Output speed
131.0 tok/s
Endpoint details
Input price
$0.1 / 1M tokens
Output price
$1.1 / 1M tokens
Uptime (30 min)
100.00%
Context
262.1K
#2Provider / route
Google Vertexgoogle-vertex/global
Output speed110.0 tok/sSpeed measurements
500-token response
4.96 s
Response starts
0.41 s
Output speed
110.0 tok/s
Endpoint details
Input price
$0.15 / 1M tokens
Output price
$1.2 / 1M tokens
Uptime (30 min)
100.00%
Context
262.1K
#3Provider / routeOutput speed94.0 tok/sSpeed measurements
500-token response
6.03 s
Response starts
0.71 s
Output speed
94.0 tok/s
Endpoint details
Input price
$0.0975 / 1M tokens
Output price
$0.78 / 1M tokens
Uptime (30 min)
100.00%
Context
131.1K
#4Provider / route
NovitaAInovita/bf16
Output speed90.0 tok/sSpeed measurements
500-token response
6.55 s
Response starts
1.00 s
Output speed
90.0 tok/s
Endpoint details
Input price
$0.15 / 1M tokens
Output price
$1.5 / 1M tokens
Uptime (30 min)
100.00%
Context
131.1K
#5Provider / route
DeepInfradeepinfra/fp8
Output speed57.0 tok/sSpeed measurements
500-token response
9.46 s
Response starts
0.69 s
Output speed
57.0 tok/s
Endpoint details
Input price
$0.09 / 1M tokens
Output price
$1.1 / 1M tokens
Uptime (30 min)
99.71%
Context
262.1K

Endpoint data fetched .

Qwen3 Next 80B A3B Instruct endpoint guide

How to interpret the Highest Output-Speed Qwen3 Next 80B A3B Instruct Inference Providers

5 of 5 Qwen3 Next 80B A3B Instruct endpoints currently have the published data required for this ranking. Parasail leads at 131.0 tok/s via parasail/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 Parasail with the next option

Google Vertex currently ranks second at 110.0 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 Next 80B 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.