Model Comparison

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

Meta

Llama 3.1 70B Instruct

Meta

Llama 3.1 70B Instruct is a language model developed by Meta. It achieves strong performance with an average score of 74.7% across 18 benchmarks. It excels particularly in GSM-8K (CoT) (95.1%), ARC-C (94.8%), API-Bank (90.0%). It supports a 256K 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.

Amazon

Nova Lite

Amazon

Nova Lite is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 70.7% across 27 benchmarks. It excels particularly in GSM8k (94.5%), ARC-C (92.4%), DocVQA (92.4%). It supports a 302K token context window for handling large documents. The model is available through 1 API provider. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents Amazon's latest advancement in AI technology.

Meta

Llama 3.1 70B Instruct

Meta

2024-07-23

Amazon

Nova Lite

Amazon

2024-11-20

4 months newer

Pricing Comparison

Cost per million tokens (USD)

Meta

Llama 3.1 70B Instruct

Input:$0.20
Output:$0.20
Amazon

Nova Lite

$0.10 cheaper
Input:$0.06
Output:$0.24

Performance Metrics

Context window and performance specifications

Meta

Llama 3.1 70B Instruct

Max Context:256.0K
Parameters:70.0B
Amazon

Nova Lite

Larger context
Max Context:302.0K

Average performance across 7 common benchmarks

Meta

Llama 3.1 70B Instruct

+2.2%
Average Score:78.9%
Amazon

Nova Lite

Average Score:76.7%

Performance comparison across key benchmark categories

Meta

Llama 3.1 70B Instruct

reasoning
+2.4%
94.8%
code
76.3%
math
83.3%
general
+3.8%
68.7%
Amazon

Nova Lite

reasoning
92.4%
code
+11.2%
87.5%
math
+0.6%
83.9%
general
64.9%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Meta

Llama 3.1 70B Instruct

9 providers

Sambanova

Throughput: 74 tok/s
Latency: 0.5ms

Together

Throughput: 94 tok/s
Latency: 0.5ms

Hyperbolic

Throughput: 100 tok/s
Latency: 0.5ms

DeepInfra

Throughput: 25 tok/s
Latency: 0.5ms

Fireworks

Throughput: 32 tok/s
Latency: 0.5ms

Groq

Throughput: 250 tok/s
Latency: 0.5ms

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms

Lambda

Throughput: 42 tok/s
Latency: 0.5ms

Cerebras

Throughput: 1204 tok/s
Latency: 0.2ms
Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Meta

Llama 3.1 70B Instruct

+2.2%
Avg Score:78.9%
Providers:9
Amazon

Nova Lite

Avg Score:76.7%
Providers:1