LLM Comparison Tool

    deepseek-coder vs GPT-4-32k

    Comparison of Large Language Model capabilities, costs, and benchmark performance between Deepseek's deepseek-coder and OpenAI's GPT-4-32k.

    deepseek-coder is 99.8% less expensive than GPT-4-32k
    deepseek-coder was released on an unknown date relative to GPT-4-32k
    VS

    Model Overview 🤖

    Provider

    Provider
    Organization providing the model API.
    Deepseek
    OpenAI
    Model Name
    Name of the model.
    deepseek-coder
    GPT-4-32k

    Pricing

    Input Processing
    Cost per million tokens for processing prompts and inputs.
    $0.14per million tokens
    $60.00per million tokens
    Generation
    Cost per million tokens for model-generated responses.
    $0.28per million tokens
    $120.00per million tokens

    Model Details

    Context Length
    Maximum input length the model can process at once.
    Not available
    32800Ktokens
    Response Length
    Maximum length of a single generated response.
    Not available
    Not available
    Initial Release
    First public release date.
    Not available
    March 14, 2023
    Training Data Cutoff
    Latest date of data included in training.
    Unknown
    License Type
    Model licensing and availability.
    Proprietary
    Proprietary

    Performance Metrics

    General Knowledge (MMLU)
    Accuracy on diverse academic and real-world topics.
    Not available
    Not available
    Multimodal Tasks (MMMU)
    Performance on tasks combining text, images, and other media.
    Not available
    Not available
    Common Sense (HellaSwag)
    Understanding of everyday scenarios and situations.
    Not available
    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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