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Model Comparison

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

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.

Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Instruct-2507

Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Instruct-2507 is a language model developed by Alibaba Cloud / Qwen Team. It achieves strong performance with an average score of 72.1% across 25 benchmarks. It excels particularly in ZebraLogic (95.0%), MMLU-Redux (93.1%), IFEval (88.7%). The model shows particular specialization in general tasks with an average performance of 77.5%. It supports a 147K token context window for handling large documents. The model is available through 1 API provider. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Alibaba Cloud / Qwen Team's latest advancement in AI technology.

DeepSeek

DeepSeek-V3.1

DeepSeek

2025-01-10

Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Instruct-2507

Alibaba Cloud / Qwen Team

2025-07-22

6 months newer

Pricing Comparison

Cost per million tokens (USD)

DeepSeek

DeepSeek-V3.1

Input:$0.27
Output:$1.00
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Instruct-2507

$0.32 cheaper
Input:$0.15
Output:$0.80

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-V3.1

Larger context
Max Context:327.7K
Parameters:671.0B
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Instruct-2507

Max Context:147.5K
Parameters:235.0B

Average performance across 4 common benchmarks

DeepSeek

DeepSeek-V3.1

+12.4%
Average Score:84.3%
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Instruct-2507

Average Score:71.9%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-V3.1

factuality
+18.9%
92.6%
general
57.3%
reasoning
+8.4%
74.9%
code
56.5%
agents
39.6%
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Instruct-2507

factuality
73.7%
general
+20.2%
77.5%
reasoning
66.5%
code
+15.0%
71.4%
agents
+18.0%
57.6%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

DeepSeek

DeepSeek-V3.1

2 providers

DeepInfra

Novita

Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Instruct-2507

1 providers

Novita

DeepSeek

DeepSeek-V3.1

+12.4%
Avg Score:84.3%
Providers:2
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Instruct-2507

Avg Score:71.9%
Providers:1