Skip to content

Highest Output-Speed Qwen3 Coder Next Inference Providers

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

Ionstream currently ranks first at 53.0 tok/s via ionstream/fp8.

Provider options:
5
Ranked:
5
Metric:
Output speed

Highest output speed endpoint ranking

Highest Output-Speed Qwen3 Coder Next Inference Providers
RankProvider / routeOutput speedSpeed measurementsEndpoint details
#1Provider / route
Ionstreamionstream/fp8
Output speed53.0 tok/sSpeed measurements
500-token response
9.93 s
Response starts
0.49 s
Output speed
53.0 tok/s
Endpoint details
Input price
$0.11 / 1M tokens
Output price
$0.8 / 1M tokens
Uptime (30 min)
100.00%
Context
262.1K
#2Provider / route
Parasailparasail/bf16
Output speed52.5 tok/sSpeed measurements
500-token response
10.05 s
Response starts
0.53 s
Output speed
52.5 tok/s
Endpoint details
Input price
$0.12 / 1M tokens
Output price
$0.8 / 1M tokens
Uptime (30 min)
100.00%
Context
262.1K
#3Provider / route
StreamLakestreamlake
Output speed42.0 tok/sSpeed measurements
500-token response
12.95 s
Response starts
1.05 s
Output speed
42.0 tok/s
Endpoint details
Input price
$0.18 / 1M tokens
Output price
$0.9 / 1M tokens
Uptime (30 min)
99.85%
Context
256K
#4Provider / routeOutput speed39.0 tok/sSpeed measurements
500-token response
14.06 s
Response starts
1.24 s
Output speed
39.0 tok/s
Endpoint details
Input price
$0.3 / 1M tokens
Output price
$1.5 / 1M tokens
Uptime (30 min)
Insufficient recent data
Context
262.1K
#5Provider / route
NovitaAInovita/fp8
Output speed14.0 tok/sSpeed measurements
500-token response
37.05 s
Response starts
1.33 s
Output speed
14.0 tok/s
Endpoint details
Input price
$0.2 / 1M tokens
Output price
$1.5 / 1M tokens
Uptime (30 min)
Insufficient recent data
Context
262.1K

Endpoint data fetched .

Qwen3 Coder Next endpoint guide

How to interpret the Highest Output-Speed Qwen3 Coder Next Inference Providers

5 of 5 Qwen3 Coder Next endpoints currently have the published data required for this ranking. Ionstream leads at 53.0 tok/s via ionstream/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 Ionstream with the next option

Parasail currently ranks second at 52.5 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 Coder Next 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.