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.

Google

Gemma 2 27B

Google

Gemma 2 27B is a language model developed by Google. It achieves strong performance with an average score of 69.1% across 16 benchmarks. It excels particularly in ARC-E (88.6%), HellaSwag (86.4%), BoolQ (84.8%). The model shows particular specialization in reasoning tasks with an average performance of 82.5%. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2024, it represents Google's latest advancement in AI technology.

Google

Gemma 2 27B

Google

2024-06-27

DeepSeek

DeepSeek-R1

DeepSeek

2025-01-20

6 months newer

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-R1

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

Gemma 2 27B

Max Context:-
Parameters:27.2B

Average performance across 1 common benchmarks

DeepSeek

DeepSeek-R1

+15.6%
Average Score:90.8%
Google

Gemma 2 27B

Average Score:75.2%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-R1

math
+39.1%
97.3%
reasoning
1.3%
code
+25.6%
82.1%
general
+5.3%
75.3%
Google

Gemma 2 27B

math
58.1%
reasoning
+81.2%
82.5%
code
56.5%
general
70.0%
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
Google

Gemma 2 27B

0 providers
DeepSeek

DeepSeek-R1

+15.6%
Avg Score:90.8%
Providers:4
Google

Gemma 2 27B

Avg Score:75.2%
Providers:0