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.

NVIDIA

Llama 3.1 Nemotron Ultra 253B v1

NVIDIA

Llama 3.1 Nemotron Ultra 253B v1 is a language model developed by NVIDIA. It achieves strong performance with an average score of 79.2% across 6 benchmarks. It excels particularly in MATH-500 (97.0%), IFEval (89.5%), GPQA (76.0%). Released in 2025, it represents NVIDIA's latest advancement in AI technology.

DeepSeek

DeepSeek-R1

DeepSeek

2025-01-20

NVIDIA

Llama 3.1 Nemotron Ultra 253B v1

NVIDIA

2025-04-07

2 months newer

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-R1

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

Llama 3.1 Nemotron Ultra 253B v1

Max Context:-
Parameters:253.0B

Average performance across 4 common benchmarks

DeepSeek

DeepSeek-R1

Average Score:79.5%
NVIDIA

Llama 3.1 Nemotron Ultra 253B v1

+2.7%
Average Score:82.2%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-R1

math
+0.3%
97.3%
code
+4.3%
82.1%
general
+1.1%
75.3%
NVIDIA

Llama 3.1 Nemotron Ultra 253B v1

math
97.0%
code
77.9%
general
74.2%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

Llama 3.1 Nemotron Ultra 253B v1

2023-12-01

More recent knowledge cutoff means awareness of newer technologies and frameworks

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
NVIDIA

Llama 3.1 Nemotron Ultra 253B v1

0 providers
DeepSeek

DeepSeek-R1

Avg Score:79.5%
Providers:4
NVIDIA

Llama 3.1 Nemotron Ultra 253B v1

+2.7%
Avg Score:82.2%
Providers:0