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Fastest First-Token Claude Opus 5 Inference Providers

Ranks providers by how quickly the first generated token appears. Providers without enough recent data remain visible after ranked rows.

Median input price:
$5 / 1M
Median output price:
$25 / 1M
Median cache price:
$0.5 / 1M

Fastest first token endpoint ranking

Fastest First-Token Claude Opus 5 Inference Providers
RankProvider / routePricingBenchmarksAPI support
#1Provider / route
1M contextunknown128K max output
Pricing
Input
$5 / 1M
Output
$25 / 1M
Cache
$0.5 / 1M
Blended— Best comparable value
$11.6667 / 1M
Benchmarks
Speed— Best comparable value
9.55 s
TTFT— Best comparable value
2.15 s
TPS— Best comparable value
67.5 tok/s
Uptime
N/a
API support
  • Tool calling
  • Tool choice
  • Structured output
  • Parallel calls
#2Provider / route
1M contextunknown128K max output
Pricing
Input
$5 / 1M
Output
$25 / 1M
Cache
$0.5 / 1M
Blended— Best comparable value
$11.6667 / 1M
Benchmarks
Speed
11.39 s
TTFT
2.30 s
TPS
55.0 tok/s
Uptime— Best comparable value
100.00%
API support
  • Tool calling
  • Tool choice
  • Structured output
  • Parallel calls
#3Provider / route
1M contextunknown128K max output
Pricing
Input
$5 / 1M
Output
$25 / 1M
Cache
$0.5 / 1M
Blended— Best comparable value
$11.6667 / 1M
Benchmarks
Speed
10.97 s
TTFT
2.35 s
TPS
58.0 tok/s
Uptime— Worst comparable value
99.97%
API support
  • Tool calling
  • Tool choice
  • Structured output
  • Parallel calls
#4Provider / route
1M contextunknown128K max output
Pricing
Input
$5 / 1M
Output
$25 / 1M
Cache
$0.5 / 1M
Blended— Best comparable value
$11.6667 / 1M
Benchmarks
Speed— Worst comparable value
13.41 s
TTFT
3.60 s
TPS— Worst comparable value
51.0 tok/s
Uptime
99.99%
API support
  • Tool calling
  • Tool choice
  • Structured output
  • Parallel calls
#5Provider / route
1M contextunknown128K max output
Pricing
Input
$5 / 1M
Output
$25 / 1M
Cache
$0.5 / 1M
Blended— Best comparable value
$11.6667 / 1M
Benchmarks
Speed
11.35 s
TTFT— Worst comparable value
3.77 s
TPS
66.0 tok/s
Uptime— Best comparable value
100.00%
API support
  • Tool calling
  • Tool choice
  • Structured output
  • Parallel calls
Provider / route
1M contextunknown128K max output
Pricing
Input
$5.5 / 1M
Output
$27.5 / 1M
Cache
$0.55 / 1M
Blended— Worst comparable value
$12.8333 / 1M
Benchmarks
Speed
N/a
TTFT
N/a
TPS
N/a
Uptime
N/a
API support
  • Tool calling
  • Tool choice
  • Structured output
  • Parallel calls
Green value Best comparable resultRed value Worst comparable result

Endpoint data fetched .

Claude Opus 5 endpoint guide

How to interpret the Fastest First-Token Claude Opus 5 Inference Providers

5 of 6 Claude Opus 5 endpoints currently have the published data required for this ranking. Azure leads at 2.15 s via azure/us-east-2. The table keeps unranked routes visible so missing measurements do not look like missing provider availability.

How response-start time is ranked

The first-token ranking orders endpoints by the recent median time before output begins. This is useful for interactive applications, but it should be read alongside throughput because the first provider to start is not always the first to finish a long answer.

Compare Azure with the next option

Google Vertex currently ranks second at 2.30 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 5 has 6 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.