Model Comparison

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

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.

Meta

Llama 3.1 8B Instruct

Meta

Llama 3.1 8B Instruct is a language model developed by Meta. It achieves strong performance with an average score of 61.3% across 18 benchmarks. It excels particularly in GSM-8K (CoT) (84.5%), ARC-C (83.4%), API-Bank (82.6%). It supports a 262K token context window for handling large documents. The model is available through 9 API providers. Released in 2024, it represents Meta's latest advancement in AI technology.

Meta

Llama 3.1 8B Instruct

Meta

2024-07-23

DeepSeek

DeepSeek-V3

DeepSeek

2024-12-25

5 months newer

Pricing Comparison

Cost per million tokens (USD)

DeepSeek

DeepSeek-V3

Input:$0.27
Output:$1.10
Meta

Llama 3.1 8B Instruct

$1.31 cheaper
Input:$0.03
Output:$0.03

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-V3

Max Context:262.1K
Parameters:671.0B
Meta

Llama 3.1 8B Instruct

Max Context:262.1K
Parameters:8.0B

Average performance across 5 common benchmarks

DeepSeek

DeepSeek-V3

+22.6%
Average Score:80.2%
Meta

Llama 3.1 8B Instruct

Average Score:57.6%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-V3

math
+21.8%
90.2%
code
+7.4%
73.2%
general
+11.1%
65.1%
Meta

Llama 3.1 8B Instruct

math
68.4%
code
65.8%
general
54.0%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

Llama 3.1 8B Instruct

2023-12-31

More recent knowledge cutoff means awareness of newer technologies and frameworks

Provider Availability & Performance

Available providers and their performance metrics

DeepSeek

DeepSeek-V3

1 providers

DeepSeek

Throughput: 100 tok/s
Latency: 0.5ms
Meta

Llama 3.1 8B Instruct

9 providers

Sambanova

Throughput: 1050 tok/s
Latency: 0.5ms

Together

Throughput: 194 tok/s
Latency: 0.5ms

Hyperbolic

Throughput: 200 tok/s
Latency: 0.5ms

DeepInfra

Throughput: 118 tok/s
Latency: 0.5ms

Fireworks

Throughput: 292 tok/s
Latency: 0.5ms

Groq

Throughput: 750 tok/s
Latency: 0.5ms

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms

Lambda

Throughput: 42 tok/s
Latency: 0.5ms

Cerebras

Throughput: 2047 tok/s
Latency: 0.2ms
DeepSeek

DeepSeek-V3

+22.6%
Avg Score:80.2%
Providers:1
Meta

Llama 3.1 8B Instruct

Avg Score:57.6%
Providers:9