This model is deprecated. We only continue performance benchmarking for the default 10k input token workload. Results for other workloads are historical and no longer updated.

Anthropic has launched a newer model, Claude Sonnet 4.6 (Non-reasoning, high). We suggest considering it instead.

For more information, see comparison of Claude Sonnet 4.6 (Non-reasoning, high) to other models and API provider benchmarks for Claude Sonnet 4.6 (Non-reasoning, high).

Claude 4.5 Sonnet

Proprietary model

Released September 2025

Claude 4.5 Sonnet (Non-reasoning) API Provider Benchmarking & Analysis

Model Comparison

This analysis is intended to support you in choosing the best API provider of Claude 4.5 Sonnet (Non-reasoning) for your use-case.

Fastest

#1
AmazonAmazon
45.3 t/s
#2
AzureAzure
38.2 t/s
#3
AnthropicAnthropic
37.9 t/s
#4
Google VertexGoogle Vertex
36.6 t/s

Output speed

Total 4 providers

Lowest Latency

#1
Google VertexGoogle Vertex
1.39 s
#2
AnthropicAnthropic
1.43 s
#3
AmazonAmazon
1.55 s
#4
AzureAzure
1.77 s

Time to first token

Total 4 providers

Lowest Price

#1
AnthropicAnthropic
$2.31
#2
Google VertexGoogle Vertex
$2.31
#3
AmazonAmazon
$2.31
#4
AzureAzure
$4.20

Blended price (per 1M tokens)

Total 4 providers

Claude 4.5 Sonnet (Non-reasoning) 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 Amazon (45.3 t/s), Azure (38.2 t/s), and Anthropic (37.9 t/s).
  • For latency, Google Vertex (1.39s), Anthropic (1.43s), and Amazon (1.55s) offer the lowest time to first token.
  • For pricing, Anthropic (2.31), Google Vertex (2.31), and Amazon (2.31) offer the lowest blended prices per 1M tokens.

Highlights

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

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 4.5 Sonnet (Non-reasoning)

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
Pareto line

Latency

Measured by Time (seconds) to First Token

Time to First 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

Anthropic logoAnthropic
1M
Proprietary
--
38
1.49
14.66
--
Google logoGoogle
1M
Proprietary
--
38
1.38
14.62
--
Microsoft Azure logoMicrosoft Azure
200k
Proprietary
--
41
1.80
13.91
--
Amazon Bedrock logoAmazon Bedrock
1M
Proprietary
--
46
1.56
12.33
--

Frequently Asked Questions

Common questions about Claude 4.5 Sonnet (Non-reasoning) providers