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. It achieves strong performance with an average score of 73.3% across 19 benchmarks. It excels particularly in GSM8k (96.4%), DocVQA (95.2%), AI2D (94.7%). 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 3.5 Sonnet

Anthropic

2024-10-22

DeepSeek

DeepSeek-R1

DeepSeek

2025-01-20

3 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 5 common benchmarks

Anthropic

Claude 3.5 Sonnet

Average Score:74.3%
DeepSeek

DeepSeek-R1

+3.3%
Average Score:77.5%

Performance comparison across key benchmark categories

Anthropic

Claude 3.5 Sonnet

math
83.5%
code
+11.6%
93.7%
general
68.7%
DeepSeek

DeepSeek-R1

math
+13.8%
97.3%
code
82.1%
general
+6.6%
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

3 providers

Google

Throughput: 42 tok/s
Latency: 0.4ms

Bedrock

Throughput: 101 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 3.5 Sonnet

Avg Score:74.3%
Providers:3
DeepSeek

DeepSeek-R1

+3.3%
Avg Score:77.5%
Providers:4