Model Comparison

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

Anthropic

Claude 3.5 Sonnet

Anthropic

Claude 3.5 Sonnet is a multimodal language model developed by Anthropic. This model demonstrates exceptional performance with an average score of 84.1% across 9 benchmarks. It excels particularly in GSM8k (96.4%), BIG-Bench Hard (93.1%), HumanEval (92.0%). It supports a 400K token context window for handling large documents. The model is available through 2 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 3.5 Sonnet

Anthropic

2024-06-21

DeepSeek

DeepSeek-R1

DeepSeek

2025-01-20

7 months newer

Pricing Comparison

Cost per million tokens (USD)

Anthropic

Claude 3.5 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 3.5 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 3.5 Sonnet

Average Score:78.3%
DeepSeek

DeepSeek-R1

+6.4%
Average Score:84.6%

Performance comparison across key benchmark categories

Anthropic

Claude 3.5 Sonnet

math
86.4%
code
+9.9%
92.0%
general
+5.9%
81.2%
DeepSeek

DeepSeek-R1

math
+10.9%
97.3%
code
82.1%
general
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 3.5 Sonnet

2 providers

Google

Throughput: 42 tok/s
Latency: 0.4ms

Bedrock

Throughput: 101 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 3.5 Sonnet

Avg Score:78.3%
Providers:2
DeepSeek

DeepSeek-R1

+6.4%
Avg Score:84.6%
Providers:4