LLM Comparison Tool
deepseek-coder vs GPT-4
Comparison of Large Language Model capabilities, costs, and benchmark performance between Deepseek's deepseek-coder and OpenAI's GPT-4.
deepseek-coder is 99.5% less expensive than GPT-4
deepseek-coder was released on an unknown date relative to GPT-4
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Model Overview 🤖
Provider
Provider
Organization providing the model API.
OpenAIModel Name
Name of the model.
deepseek-coder
GPT-4
Pricing
Input Processing
Cost per million tokens for processing prompts and inputs.
$0.14per million tokens
$30.00per million tokens
Generation
Cost per million tokens for model-generated responses.
$0.28per million tokens
$60.00per million tokens
Model Details
Context Length
Maximum input length the model can process at once.
Not available
8192Ktokens
Response Length
Maximum length of a single generated response.
Not available
8192Ktokens
Initial Release
First public release date.
Not available
March 14, 2023
Training Data Cutoff
Latest date of data included in training.
September 2021
License Type
Model licensing and availability.
Proprietary
Proprietary
Performance Metrics
General Knowledge (MMLU)
Accuracy on diverse academic and real-world topics.
Not available
86.4score
5-shotsource
Multimodal Tasks (MMMU)
Performance on tasks combining text, images, and other media.
Not available
34.9score
Common Sense (HellaSwag)
Understanding of everyday scenarios and situations.
Not available
95.3score
10-shotsource
Code Generation (HumanEval)
Ability to write and understand programming code.
Not available
67.0score
0-shotsource
Mathematical Ability (MATH)
Accuracy in mathematical computations and reasoning.
Not available
Not available
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