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-V2.5

DeepSeek

DeepSeek-V2.5 is a language model developed by DeepSeek. It achieves strong performance with an average score of 71.1% across 15 benchmarks. It excels particularly in GSM8k (95.1%), MT-Bench (90.2%), HumanEval (89.0%). The model is available through 3 API providers. Released in 2024, it represents DeepSeek's latest advancement in AI technology.

Anthropic

Claude 3 Sonnet

Anthropic

2024-02-29

DeepSeek

DeepSeek-V2.5

DeepSeek

2024-05-08

2 months newer

Pricing Comparison

Cost per million tokens (USD)

Anthropic

Claude 3 Sonnet

Input:$3.00
Output:$15.00
DeepSeek

DeepSeek-V2.5

$17.58 cheaper
Input:$0.14
Output:$0.28

Performance Metrics

Context window and performance specifications

Anthropic

Claude 3 Sonnet

Larger context
Max Context:400.0K
DeepSeek

DeepSeek-V2.5

Max Context:16.4K
Parameters:236.0B

Average performance across 4 common benchmarks

Anthropic

Claude 3 Sonnet

Average Score:71.9%
DeepSeek

DeepSeek-V2.5

+13.0%
Average Score:84.8%

Performance comparison across key benchmark categories

Anthropic

Claude 3 Sonnet

math
73.0%
code
+6.9%
73.0%
general
67.6%
DeepSeek

DeepSeek-V2.5

math
+11.9%
84.9%
code
66.1%
general
+0.8%
68.4%
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-V2.5

3 providers

Hyperbolic

Throughput: 100 tok/s
Latency: 0.5ms

DeepInfra

Throughput: 63 tok/s
Latency: 0.5ms

DeepSeek

Throughput: 100 tok/s
Latency: 0.5ms
Anthropic

Claude 3 Sonnet

Avg Score:71.9%
Providers:3
DeepSeek

DeepSeek-V2.5

+13.0%
Avg Score:84.8%
Providers:3