Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

Anthropic

Claude 3 Sonnet

Anthropic

Claude 3 Sonnet is a multimodal language model developed by Anthropic. It achieves strong performance with an average score of 73.8% across 11 benchmarks. It excels particularly in ARC-C (93.2%), GSM8k (92.3%), HellaSwag (89.0%). The model shows particular specialization in reasoning tasks with an average performance of 91.1%. It supports a 400K token context window for handling large documents. The model is available through 3 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents Anthropic's latest advancement in AI technology.

DeepSeek

DeepSeek-R1

DeepSeek

DeepSeek-R1 is a language model developed by DeepSeek. It achieves strong performance with an average score of 74.1% across 20 benchmarks. It excels particularly in MATH-500 (97.3%), MMLU-Redux (92.9%), CLUEWSC (92.8%). It supports a 262K token context window for handling large documents. The model is available through 4 API providers. Released in 2025, it represents DeepSeek's latest advancement in AI technology.

Anthropic

Claude 3 Sonnet

Anthropic

2024-02-29

DeepSeek

DeepSeek-R1

DeepSeek

2025-01-20

10 months newer

Pricing Comparison

Cost per million tokens (USD)

Anthropic

Claude 3 Sonnet

Input:$3.00
Output:$15.00
DeepSeek

DeepSeek-R1

$15.26 cheaper
Input:$0.55
Output:$2.19

Performance Metrics

Context window and performance specifications

Anthropic

Claude 3 Sonnet

Larger context
Max Context:400.0K
DeepSeek

DeepSeek-R1

Max Context:262.1K
Parameters:671.0B

Average performance across 4 common benchmarks

Anthropic

Claude 3 Sonnet

Average Score:63.8%
DeepSeek

DeepSeek-R1

+20.8%
Average Score:84.6%

Performance comparison across key benchmark categories

Anthropic

Claude 3 Sonnet

math
73.0%
reasoning
+89.8%
91.1%
code
73.0%
general
67.6%
DeepSeek

DeepSeek-R1

math
+24.3%
97.3%
reasoning
1.3%
code
+9.1%
82.1%
general
+7.7%
75.3%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Anthropic

Claude 3 Sonnet

3 providers

Google

Throughput: 42 tok/s
Latency: 0.4ms

Bedrock

Throughput: 120 tok/s
Latency: 0.5ms

Anthropic

Throughput: 100 tok/s
Latency: 0.5ms
DeepSeek

DeepSeek-R1

4 providers

Together

Throughput: 4 tok/s
Latency: 0.6ms

DeepInfra

Throughput: 0.9 tok/s
Latency: 0.3ms

Fireworks

Throughput: 2.1 tok/s
Latency: 0.3ms

DeepSeek

Throughput: 9 tok/s
Latency: 0.3ms
Anthropic

Claude 3 Sonnet

Avg Score:63.8%
Providers:3
DeepSeek

DeepSeek-R1

+20.8%
Avg Score:84.6%
Providers:4