Model Comparison

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

Anthropic

Claude 3.5 Haiku

Anthropic

Claude 3.5 Haiku is a language model developed by Anthropic. It achieves strong performance with an average score of 60.8% across 9 benchmarks. It excels particularly in HumanEval (88.1%), MGSM (85.6%), DROP (83.1%). It supports a 400K token context window for handling large documents. The model is available through 3 API providers. Released in 2024, it represents Anthropic'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

Anthropic

Claude 3.5 Haiku

Anthropic

2024-10-22

3 months newer

Pricing Comparison

Cost per million tokens (USD)

Anthropic

Claude 3.5 Haiku

Input:$0.80
Output:$4.00
Meta

Llama 3.1 405B Instruct

$3.02 cheaper
Input:$0.89
Output:$0.89

Performance Metrics

Context window and performance specifications

Anthropic

Claude 3.5 Haiku

Larger context
Max Context:400.0K
Meta

Llama 3.1 405B Instruct

Max Context:256.0K
Parameters:405.0B

Average performance across 5 common benchmarks

Anthropic

Claude 3.5 Haiku

Average Score:69.4%
Meta

Llama 3.1 405B Instruct

+4.9%
Average Score:74.3%

Performance comparison across key benchmark categories

Anthropic

Claude 3.5 Haiku

code
+6.7%
88.1%
math
77.5%
general
57.6%
Meta

Llama 3.1 405B Instruct

code
81.4%
math
+9.9%
87.4%
general
+15.7%
73.2%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Anthropic

Claude 3.5 Haiku

3 providers

Google

Throughput: 42 tok/s
Latency: 0.4ms

Bedrock

Throughput: 104 tok/s
Latency: 0.5ms

Anthropic

Throughput: 100 tok/s
Latency: 0.3ms
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
Anthropic

Claude 3.5 Haiku

Avg Score:69.4%
Providers:3
Meta

Llama 3.1 405B Instruct

+4.9%
Avg Score:74.3%
Providers:8