LLM Comparison Tool
Claude 3 Haiku vs Mixtral 8x7B
Comparison of Large Language Model capabilities, costs, and benchmark performance between Anthropic's Claude 3 Haiku and Replicate's Mixtral 8x7B.
Claude 3 Haiku is 16.7% less expensive than Mixtral 8x7B
Claude 3 Haiku was released 3 months after after Mixtral 8x7B
Claude 3 Haiku shows better general knowledge performance with a 6.1% difference in MMLU scores
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Model Overview 🤖
Provider
Provider
Organization providing the model API.
Anthropic
ReplicateModel Name
Name of the model.
Claude 3 Haiku
Mixtral 8x7B
Pricing
Input Processing
Cost per million tokens for processing prompts and inputs.
$0.25per million tokens
$0.30per million tokens
Generation
Cost per million tokens for model-generated responses.
$1.25per million tokens
$1.00per million tokens
Model Details
Context Length
Maximum input length the model can process at once.
200000Ktokens
32000Ktokens
Response Length
Maximum length of a single generated response.
4096Ktokens
4Ktokens
Initial Release
First public release date.
March 13, 2024
December 11, 2023
Training Data Cutoff
Latest date of data included in training.
August 2023
Unknown
License Type
Model licensing and availability.
Proprietary
Open Source
Performance Metrics
General Knowledge (MMLU)
Accuracy on diverse academic and real-world topics.
76.7score
70.6score
5-shotsource
Multimodal Tasks (MMMU)
Performance on tasks combining text, images, and other media.
50.2score
Not available
Common Sense (HellaSwag)
Understanding of everyday scenarios and situations.
85.9score
10-shotsource
Not available
Code Generation (HumanEval)
Ability to write and understand programming code.
Not available
Not available
Mathematical Ability (MATH)
Accuracy in mathematical computations and reasoning.
Not available
Not available
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