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 32B

Alibaba

Qwen3 32B is a language model developed by Alibaba. It achieves strong performance with an average score of 75.3% across 9 benchmarks. It excels particularly in CodeForces (95.2%), Arena Hard (93.8%), AIME 2024 (81.4%). The model shows particular specialization in code tasks with an average performance of 80.4%. It supports a 256K token context window for handling large documents. The model is available through 3 API providers. 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 32B

Alibaba

2025-04-29

3 months newer

Pricing Comparison

Cost per million tokens (USD)

DeepSeek

DeepSeek-R1

Input:$0.55
Output:$2.19
Alibaba

Qwen3 32B

$2.34 cheaper
Input:$0.10
Output:$0.30

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-R1

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

Qwen3 32B

Max Context:256.0K
Parameters:32.8B

Average performance across 3 common benchmarks

DeepSeek

DeepSeek-R1

Average Score:79.3%
Alibaba

Qwen3 32B

+1.0%
Average Score:80.3%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-R1

code
+1.7%
82.1%
general
+1.7%
75.3%
Alibaba

Qwen3 32B

code
80.4%
general
73.6%
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 32B

3 providers

Sambanova

Throughput: 327.7 tok/s
Latency: 1.08ms

DeepInfra

Throughput: 26.95 tok/s
Latency: 1.19ms

Novita

Throughput: 32.43 tok/s
Latency: 0.93ms
DeepSeek

DeepSeek-R1

Avg Score:79.3%
Providers:4
Alibaba

Qwen3 32B

+1.0%
Avg Score:80.3%
Providers:3