Model Comparison

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

DeepSeek

DeepSeek-R1

DeepSeek

DeepSeek-R1 is a language model developed by DeepSeek. It achieves strong performance with an average score of 74.1% across 20 benchmarks. It excels particularly in MATH-500 (97.3%), MMLU-Redux (92.9%), CLUEWSC (92.8%). It supports a 262K token context window for handling large documents. The model is available through 4 API providers. Released in 2025, it represents DeepSeek's latest advancement in AI technology.

Alibaba

Qwen3-235B-A22B-Instruct-2507

Alibaba

Qwen3-235B-A22B-Instruct-2507 is a language model developed by Alibaba. 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%). It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Alibaba's latest advancement in AI technology.

DeepSeek

DeepSeek-R1

DeepSeek

2025-01-20

Alibaba

Qwen3-235B-A22B-Instruct-2507

Alibaba

2025-07-22

6 months newer

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-R1

Larger context
Max Context:262.1K
Parameters:671.0B
Alibaba

Qwen3-235B-A22B-Instruct-2507

Max Context:-
Parameters:235.0B

Average performance across 7 common benchmarks

DeepSeek

DeepSeek-R1

Average Score:68.4%
Alibaba

Qwen3-235B-A22B-Instruct-2507

+8.5%
Average Score:76.9%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-R1

math
+47.1%
97.3%
code
+11.9%
82.1%
general
+1.6%
75.3%
reasoning
1.3%
Alibaba

Qwen3-235B-A22B-Instruct-2507

math
50.2%
code
70.3%
general
73.7%
reasoning
+67.1%
68.4%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

DeepSeek

DeepSeek-R1

4 providers

Together

Throughput: 4 tok/s
Latency: 0.6ms

DeepInfra

Throughput: 0.9 tok/s
Latency: 0.3ms

Fireworks

Throughput: 2.1 tok/s
Latency: 0.3ms

DeepSeek

Throughput: 9 tok/s
Latency: 0.3ms
Alibaba

Qwen3-235B-A22B-Instruct-2507

0 providers
DeepSeek

DeepSeek-R1

Avg Score:68.4%
Providers:4
Alibaba

Qwen3-235B-A22B-Instruct-2507

+8.5%
Avg Score:76.9%
Providers:0