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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-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.

Anthropic

Claude 3.5 Sonnet

Anthropic

2024-10-22

DeepSeek

DeepSeek-V3.1

DeepSeek

2025-01-10

2 months newer

Pricing Comparison

Cost per million tokens (USD)

Anthropic

Claude 3.5 Sonnet

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 3.5 Sonnet

Larger context
Max Context:400.0K
DeepSeek

DeepSeek-V3.1

Max Context:327.7K
Parameters:671.0B

Average performance across 2 common benchmarks

Anthropic

Claude 3.5 Sonnet

Average Score:63.3%
DeepSeek

DeepSeek-V3.1

+11.5%
Average Score:74.8%

Performance comparison across key benchmark categories

Anthropic

Claude 3.5 Sonnet

code
+37.3%
93.7%
math
+41.9%
83.5%
general
+11.4%
68.7%
agents
+18.0%
57.6%
DeepSeek

DeepSeek-V3.1

code
56.5%
math
41.6%
general
57.3%
agents
39.6%
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-V3.1

2 providers

DeepInfra

Novita

Anthropic

Claude 3.5 Sonnet

Avg Score:63.3%
Providers:3
DeepSeek

DeepSeek-V3.1

+11.5%
Avg Score:74.8%
Providers:2