Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

DeepSeek

DeepSeek-V3 0324

DeepSeek

DeepSeek-V3 0324 is a language model developed by DeepSeek. It achieves strong performance with an average score of 70.4% across 5 benchmarks. It excels particularly in MATH-500 (94.0%), MMLU-Pro (81.2%), GPQA (68.4%). Released in 2025, it represents DeepSeek's latest advancement in AI technology.

Meta

Llama 3.1 405B Instruct

Meta

Llama 3.1 405B Instruct is a language model developed by Meta. It achieves strong performance with an average score of 79.2% across 18 benchmarks. It excels particularly in ARC-C (96.9%), GSM8k (96.8%), API-Bank (92.0%). It supports a 256K token context window for handling large documents. The model is available through 8 API providers. Released in 2024, it represents Meta's latest advancement in AI technology.

Meta

Llama 3.1 405B Instruct

Meta

2024-07-23

DeepSeek

DeepSeek-V3 0324

DeepSeek

2025-03-25

8 months newer

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-V3 0324

Max Context:-
Parameters:671.0B
Meta

Llama 3.1 405B Instruct

Larger context
Max Context:256.0K
Parameters:405.0B

Average performance across 2 common benchmarks

DeepSeek

DeepSeek-V3 0324

+12.8%
Average Score:74.8%
Meta

Llama 3.1 405B Instruct

Average Score:62.0%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-V3 0324

math
+6.6%
94.0%
code
49.2%
general
69.7%
Meta

Llama 3.1 405B Instruct

math
87.4%
code
+32.2%
81.4%
general
+3.6%
73.2%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

DeepSeek

DeepSeek-V3 0324

0 providers
Meta

Llama 3.1 405B Instruct

8 providers

Together

Throughput: 35 tok/s
Latency: 0.5ms

Hyperbolic

Throughput: 40 tok/s
Latency: 0.5ms

DeepInfra

Throughput: 27 tok/s
Latency: 0.5ms

Google

Throughput: 42 tok/s
Latency: 0.4ms

Fireworks

Throughput: 78 tok/s
Latency: 0.5ms

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms

Lambda

Throughput: 42 tok/s
Latency: 0.5ms

Replicate

Throughput: 22 tok/s
Latency: 0.5ms
DeepSeek

DeepSeek-V3 0324

+12.8%
Avg Score:74.8%
Providers:0
Meta

Llama 3.1 405B Instruct

Avg Score:62.0%
Providers:8