Understand and compare
Claude 3 Sonnet
vs.
Mistral 7B Instruct
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Overview
Claude 3 Sonnet was released
5 months after
Mistral 7B Instruct.
Claude 3 Sonnet
|
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.
|
2024-03-04
|
2023-09-27
|
|
Knowledge Cutoff
Limit on the knowledge base used by the model.
|
August 2023
|
Unknown
|
|
Open Source
|
|
|
|
API Providers
The providers that offer this model. (This is not an exhaustive list.)
|
|
|
Pricing
Claude 3 Sonnet is
roughly 12x more expensive compared
to Mistral 7B Instruct for input tokens and
roughly 60x more expensive
for output tokens.
|
Claude 3 Sonnet
|
Mistral 7B Instruct
|
|
|---|---|---|
|
Input
Cost of input data provided to the model.
|
$3.00
per million tokens
|
$0.25
per million tokens
|
|
Output
Cost of output tokens generated by the model.
|
$15.00
per million tokens
|
$0.25
per million tokens
|
Benchmarks
Compare relevant benchmarks between Claude 3 Sonnet
and Mistral 7B Instruct.
|
Claude 3 Sonnet
|
Mistral 7B Instruct
|
|
|---|---|---|
|
MMLU
Evaluating LLM knowledge acquisition in zero-shot and few-shot settings.
|
81.5
(5-shot CoT)
|
60.1
(5-shot)
|
|
MMMU
A wide ranging multi-discipline and multimodal benchmark.
|
53.1
|
Benchmark not available.
|
|
HellaSwag
A challenging sentence completion benchmark.
|
89.0
(10-shot)
|
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 Sonnet, developed by Anthropic, features a context window of 200,000 tokens. The model costs 0.3 cents per thousand tokens for input and 1.5 cents per thousand tokens for output. It was released on March 4, 2024, and has achieved benchmark scores of 53.1 in MMMU, 89.0 in HellaSwag (10-shot), and 81.5 in MMLU (5-shot CoT).
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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