Compare Claude 3 Opus vs. Mistral 7B Instruct

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Overview

Claude 3 Opus was released 5 months after Mistral 7B Instruct.

	Claude 3 Opus	Mistral 7B Instruct
Provider The entity that provides this model.	Anthropic	Mistral
Input Context Window The number of tokens supported by the input context window.	200K tokens	32K tokens
Maximum Output Tokens The number of tokens that can be generated by the model in a single request.	4,096 tokens	8,192 tokens
Release Date When the model was first released.	March 4th, 2024 10 months ago 2024-03-04	September 27th, 2023 about 1 year ago 2023-09-27
Knowledge Cutoff Limit on the knowledge base used by the model.	August 2023 August 2023	Unknown
Open Source	No	Yes
API Providers The providers that offer this model. (This is not an exhaustive list.)	Anthropic, AWS Bedrock, Google Cloud Vertex AI Model Garden	Azure AI, AWS Bedrock, Google Cloud Vertex AI Model Garden, Snowflake Cortex

Pricing

Claude 3 Opus is roughly 60x more expensive compared to Mistral 7B Instruct for input tokens and roughly 300x more expensive for output tokens.

	Claude 3 Opus	Mistral 7B Instruct
Input Cost of input data provided to the model.	$15.00 per million tokens	$0.25 per million tokens
Output Cost of output tokens generated by the model.	$75.00 per million tokens	$0.25 per million tokens

Benchmarks

Compare relevant benchmarks between Claude 3 Opus and Mistral 7B Instruct.

	Claude 3 Opus	Mistral 7B Instruct
MMLU Evaluating LLM knowledge acquisition in zero-shot and few-shot settings.	88.2 (5-shot CoT) Source	60.1 (5-shot) Source
MMMU A wide ranging multi-discipline and multimodal benchmark.	59.4 Source	Benchmark not available.
HellaSwag A challenging sentence completion benchmark.	95.4 (10-shot) Source	Benchmark not available.
GSM8K Grade-school math problems benchmark.	Benchmark not available.	Benchmark not available.
HumanEval A benchmark to measure functional correctness for synthesizing programs from docstrings.	Benchmark not available.	Benchmark not available.
MATH Benchmark performance on Math problems ranging across 5 levels of difficulty and 7 sub-disciplines.	Benchmark not available.	Benchmark not available.

Claude 3 Opus, developed by Anthropic, features a context window of 200,000 tokens. The model costs 1.5 cents per thousand tokens for input and 7.5 cents per thousand tokens for output. It was released on March 4, 2024, and has achieved impressive scores in benchmarks like HellaSwag with a score of 95.4 in a 10-shot scenario, MMLU with a score of 88.2 in a 5-shot CoT scenario, and MMMU with a score of 59.4.

Mistral 7B Instruct, developed by Mistral, features a large context window of 32000 tokens. The model is priced at 0.025 cents per thousand tokens for both input and output. It was released on September 27, 2023, and achieved a score of 60.1 in the MMLU benchmark under a 5-shot scenario.

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