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.

DeepSeek

DeepSeek-V3

DeepSeek

DeepSeek-V3 is a language model developed by DeepSeek. It achieves strong performance with an average score of 67.2% across 20 benchmarks. It excels particularly in DROP (91.6%), CLUEWSC (90.9%), MATH-500 (90.2%). It supports a 262K token context window for handling large documents. The model is available through 1 API provider. Released in 2024, it represents DeepSeek's latest advancement in AI technology.

DeepSeek

DeepSeek-V3

DeepSeek

2024-12-25

DeepSeek

DeepSeek-R1

DeepSeek

2025-01-20

26 days newer

Pricing Comparison

Cost per million tokens (USD)

DeepSeek

DeepSeek-R1

Input:$0.55
Output:$2.19
DeepSeek

DeepSeek-V3

$1.37 cheaper
Input:$0.27
Output:$1.10

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-R1

Max Context:262.1K
Parameters:671.0B
DeepSeek

DeepSeek-V3

Max Context:262.1K
Parameters:671.0B

Average performance across 17 common benchmarks

DeepSeek

DeepSeek-R1

+9.8%
Average Score:76.5%
DeepSeek

DeepSeek-V3

Average Score:66.6%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-R1

math
+7.1%
97.3%
code
+9.0%
82.1%
general
+10.1%
75.3%
DeepSeek

DeepSeek-V3

math
90.2%
code
73.2%
general
65.1%
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
DeepSeek

DeepSeek-V3

1 providers

DeepSeek

Throughput: 100 tok/s
Latency: 0.5ms
DeepSeek

DeepSeek-R1

+9.8%
Avg Score:76.5%
Providers:4
DeepSeek

DeepSeek-V3

Avg Score:66.6%
Providers:1