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Model Comparison

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

Anthropic

Claude Sonnet 4

Anthropic

Claude Sonnet 4 is a multimodal language model developed by Anthropic. It achieves strong performance with an average score of 69.4% across 8 benchmarks. It excels particularly in MMMLU (86.5%), TAU-bench Retail (80.5%), GPQA (75.4%). The model shows particular specialization in general tasks with an average performance of 78.2%. It supports a 328K token context window for handling large documents. The model is available through 4 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2025, it represents Anthropic's latest advancement in AI technology.

DeepSeek

DeepSeek-V3.1

DeepSeek

DeepSeek-V3.1 is a language model developed by DeepSeek. The model shows competitive results across 16 benchmarks. It excels particularly in SimpleQA (93.4%), MMLU-Redux (91.8%), MMLU-Pro (83.7%). The model shows particular specialization in factuality tasks with an average performance of 92.6%. It supports a 328K token context window for handling large documents. The model is available through 2 API providers. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents DeepSeek's latest advancement in AI technology.

DeepSeek

DeepSeek-V3.1

DeepSeek

2025-01-10

Anthropic

Claude Sonnet 4

Anthropic

2025-05-22

4 months newer

Pricing Comparison

Cost per million tokens (USD)

Anthropic

Claude Sonnet 4

Input:$3.00
Output:$15.00
DeepSeek

DeepSeek-V3.1

$16.73 cheaper
Input:$0.27
Output:$1.00

Performance Metrics

Context window and performance specifications

Anthropic

Claude Sonnet 4

Larger context
Max Context:328.0K
DeepSeek

DeepSeek-V3.1

Max Context:327.7K
Parameters:671.0B

Average performance across 3 common benchmarks

Anthropic

Claude Sonnet 4

+10.5%
Average Score:59.6%
DeepSeek

DeepSeek-V3.1

Average Score:49.0%

Performance comparison across key benchmark categories

Anthropic

Claude Sonnet 4

general
+20.9%
78.2%
math
+28.9%
70.5%
agents
+30.6%
70.3%
code
35.5%
DeepSeek

DeepSeek-V3.1

general
57.3%
math
41.6%
agents
39.6%
code
+21.0%
56.5%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Anthropic

Claude Sonnet 4

4 providers

Google

Throughput: 42 tok/s
Latency: 0.4ms

Bedrock

Throughput: 101 tok/s
Latency: 0.5ms

Anthropic

Throughput: 42 tok/s
Latency: 0.4ms

ZeroEval

Throughput: 42 tok/s
Latency: 0.4ms
DeepSeek

DeepSeek-V3.1

2 providers

DeepInfra

Novita

Anthropic

Claude Sonnet 4

+10.5%
Avg Score:59.6%
Providers:4
DeepSeek

DeepSeek-V3.1

Avg Score:49.0%
Providers:2