Model Comparison

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

Anthropic

Claude Opus 4.1

Anthropic

Claude Opus 4.1 is a multimodal language model developed by Anthropic. It achieves strong performance with an average score of 72.7% across 8 benchmarks. It excels particularly in MMMLU (89.5%), TAU-bench Retail (82.4%), GPQA (80.9%). The model shows particular specialization in general tasks with an average performance of 81.6%. It supports a 232K 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-V3.2-Exp

DeepSeek

DeepSeek-V3.2-Exp is a language model developed by DeepSeek. It achieves strong performance with an average score of 66.1% across 14 benchmarks. It excels particularly in SimpleQA (97.1%), AIME 2025 (89.3%), MMLU-Pro (85.0%). It supports a 229K 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 Opus 4.1

Anthropic

2025-08-05

DeepSeek

DeepSeek-V3.2-Exp

DeepSeek

2025-09-29

1 month newer

Pricing Comparison

Cost per million tokens (USD)

Anthropic

Claude Opus 4.1

Input:$15.00
Output:$75.00
DeepSeek

DeepSeek-V3.2-Exp

$89.32 cheaper
Input:$0.27
Output:$0.41

Performance Metrics

Context window and performance specifications

Anthropic

Claude Opus 4.1

Larger context
Max Context:232.0K
DeepSeek

DeepSeek-V3.2-Exp

Max Context:229.4K
Parameters:685.0B

Average performance across 17 common benchmarks

Anthropic

Claude Opus 4.1

Average Score:34.2%
DeepSeek

DeepSeek-V3.2-Exp

+16.8%
Average Score:51.0%

Performance comparison across key benchmark categories

Anthropic

Claude Opus 4.1

math
78.0%
general
+19.6%
81.6%
agents
+25.2%
69.2%
code
43.3%
DeepSeek

DeepSeek-V3.2-Exp

math
+8.5%
86.5%
general
62.1%
agents
44.0%
code
+21.0%
64.3%

Provider Availability & Performance

Available providers and their performance metrics

Anthropic

Claude Opus 4.1

4 providers

Google

Throughput: 42 tok/s
Latency: 0.4ms

Anthropic

Throughput: 100 tok/s
Latency: 0.5ms

Bedrock

Throughput: 120 tok/s
Latency: 0.5ms

ZeroEval

Throughput: 42 tok/s
Latency: 0.4ms
DeepSeek

DeepSeek-V3.2-Exp

2 providers

Novita

ZeroEval

Throughput: 100 tok/s
Latency: 0.7ms
Anthropic

Claude Opus 4.1

Avg Score:34.2%
Providers:4
DeepSeek

DeepSeek-V3.2-Exp

+16.8%
Avg Score:51.0%
Providers:2