Proprietary model

Released June 2026

Claude Sonnet 5 (Adaptive Reasoning, Max Effort) API Provider Benchmarking & Analysis

Model Comparison

This analysis is intended to support you in choosing the best API provider of Claude Sonnet 5 (Adaptive Reasoning, Max Effort) for your use-case.

Fastest

#1
AnthropicAnthropic
75.7 t/s
#2
GoogleGoogle
72.5 t/s
#3
AmazonAmazon
71.1 t/s
#4
AzureAzure
68.3 t/s

Output speed

Total 4 providers

Lowest Latency

#1
AnthropicAnthropic
135.31 s
#2
AzureAzure
162.75 s
#3
AmazonAmazon
174.13 s
#4
GoogleGoogle
178.12 s

Time to first answer token

Total 4 providers

Lowest Price

#1
GoogleGoogle
$1.54
#2
AzureAzure
$1.54
#3
AnthropicAnthropic
$1.54
#4
AmazonAmazon
$1.54

Blended price (per 1M tokens)

Total 4 providers

Claude Sonnet 5 (max) is available through 4 API providers, each offering different performance characteristics and pricing. Below is a comparison of the key metrics across providers.

  • For output speed, the top providers are Anthropic (75.7 t/s), Google (72.5 t/s), and Amazon (71.1 t/s).
  • For latency, Anthropic (135.31s), Azure (162.75s), and Amazon (174.13s) offer the lowest time to first answer token.
  • For pricing, Google (1.54), Azure (1.54), and Anthropic (1.54) offer the lowest blended prices per 1M tokens.
  • Anthropic offers the best performance with both the highest speed and lowest latency. For cost optimization, Google provides the most competitive pricing.

Highlights

Output tokens per second · Higher is better
Seconds · Lower is better
USD per 1M tokens (blended) · Lower is better

Update: Default performance benchmarking workload has updated to 10k input tokens to better reflect production use cases. You can still select different workloads above.

Pricing

Pricing: Cache Hit, Input, and Output

Price (USD per M Tokens) · Lower is better · 10,000 input tokens

Pricing: Blended Price

Blended at 7:2:1 (cache-input-output) · USD per 1M tokens (blended) · Lower is better

Pricing: Cache Discount

1 - (cache hit price / input price) · Higher is better

Output Speed vs. Price

Blended at 7:2:1 (cache-input-output) · Output speed: output tokens per second · USD per 1M tokens (blended)
Most attractive quadrant

Speed

Measured by Output Speed (tokens per second)

Output Speed: Claude Sonnet 5 (Adaptive Reasoning, Max Effort)

Output speed: output tokens per second · 10,000 input tokens

Latency vs. Output Speed

Latency: seconds to first token received · Output speed: output tokens per second · 10,000 input tokens
Most attractive quadrant

Latency

Measured by Time (seconds) to First Token

Time to First Answer Token

Seconds to first token received · Lower is better · 10,000 input tokens

End-to-End Response Time

Seconds to output 500 tokens, calculated based on time to first token, 'thinking' time for reasoning models, and output speed

End-to-End Response Time

Seconds to output 500 tokens, including reasoning model 'thinking' time · Lower is better · 10,000 input tokens

Key Comparison Metrics & API Features

Google logoGoogle
1M
Proprietary
$7.36
71
179.97
187.00
--
Microsoft Azure logoMicrosoft Azure
1M
Proprietary
$4.75
68
188.85
196.21
--
Anthropic logoAnthropic
1M
Proprietary
$5.09
74
133.40
140.15
--
Amazon Bedrock logoAmazon Bedrock
1M
Proprietary
$6.21
71
174.13
181.16
--

Frequently Asked Questions

Common questions about Claude Sonnet 5 (Adaptive Reasoning, Max Effort) providers