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 3 1B

Google

Gemma 3 1B is a language model developed by Google. The model shows competitive results across 18 benchmarks. It excels particularly in IFEval (80.2%), GSM8k (62.8%), Natural2Code (56.0%). It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Google's latest advancement in AI technology.

DeepSeek

DeepSeek-R1

DeepSeek

2025-01-20

Google

Gemma 3 1B

Google

2025-03-12

1 month newer

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-R1

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

Gemma 3 1B

Max Context:-
Parameters:1.0B

Average performance across 5 common benchmarks

DeepSeek

DeepSeek-R1

+43.3%
Average Score:67.0%
Google

Gemma 3 1B

Average Score:23.6%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-R1

math
+55.1%
97.3%
code
+39.2%
82.1%
general
+57.5%
75.3%
Google

Gemma 3 1B

math
42.2%
code
43.0%
general
17.8%
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 3 1B

0 providers
DeepSeek

DeepSeek-R1

+43.3%
Avg Score:67.0%
Providers:4
Google

Gemma 3 1B

Avg Score:23.6%
Providers:0