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Highest Output-Speed Claude Opus 4.1 Inference Providers

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

Anthropic currently ranks first at 24.0 tok/s via anthropic.

Provider options:
4
Ranked:
2
Metric:
Output speed

Highest output speed endpoint ranking

Highest Output-Speed Claude Opus 4.1 Inference Providers
RankProvider / routeOutput speedSpeed measurementsEndpoint details
#1Provider / route
Anthropicanthropic
Output speed24.0 tok/sSpeed measurements
500-token response
22.74 s
Response starts
1.90 s
Output speed
24.0 tok/s
Endpoint details
Input price
$15 / 1M tokens
Output price
$75 / 1M tokens
Uptime (30 min)
Insufficient recent data
Context
200K
#2Provider / route
Amazon Bedrockamazon-bedrock
Output speed10.0 tok/sSpeed measurements
500-token response
53.62 s
Response starts
3.62 s
Output speed
10.0 tok/s
Endpoint details
Input price
$15 / 1M tokens
Output price
$75 / 1M tokens
Uptime (30 min)
Insufficient recent data
Context
200K
Provider / route
Google Vertexgoogle-vertex/global
Output speedInsufficient recent dataSpeed measurements
500-token response
Insufficient recent data
Response starts
Insufficient recent data
Output speed
Insufficient recent data
Endpoint details
Input price
$15 / 1M tokens
Output price
$75 / 1M tokens
Uptime (30 min)
Insufficient recent data
Context
200K
Provider / route
Azureazure/us-east-2
Output speedInsufficient recent dataSpeed measurements
500-token response
Insufficient recent data
Response starts
Insufficient recent data
Output speed
Insufficient recent data
Endpoint details
Input price
$15 / 1M tokens
Output price
$75 / 1M tokens
Uptime (30 min)
Insufficient recent data
Context
200K

Endpoint data fetched .

Claude Opus 4.1 endpoint guide

How to interpret the Highest Output-Speed Claude Opus 4.1 Inference Providers

2 of 4 Claude Opus 4.1 endpoints currently have the published data required for this ranking. Anthropic leads at 24.0 tok/s via anthropic. 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 Anthropic with the next option

Amazon Bedrock currently ranks second at 10.0 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

Claude Opus 4.1 has 4 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.