Appsmith vs MLflow - Which AI App Development Software Platform Is Better in August 2025?

Appsmith

Appsmith

Build AI-powered apps for your business.

MLflow

MLflow

Build better models and generative AI apps simply.

TL;DR - Quick Comparison Summary

Description

Appsmith is a cutting-edge low-code application development platform that harnesses the power of AI to create intelligent business applications. It offers a range of AI tools such as chat,

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Transform your machine learning and generative AI projects with MLflow- an open source MLOps platform built to simplify the process. With key features such as experiment tracking,

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Pricing Options

  • Free Trial available
  • $40, month
  • No free trial
  • Not Available

What Do Appsmith and MLflow Cost?

Pricing Option

      Starting From

      • $40, month
      • Not Available

      Appsmith User Reviews & Rating Comparison

      Pros of Appsmith

      • Low-code development

      • Productivity and efficiency enhancement

      • Real-time insights

      • Customizable interfaces

      • LLM integration

      • Text analysis feature

      • Image classification feature

      • Semantic search feature

      • Multi-turn conversation capability

      • Additional data integration

      Pros of MLflow

      • Open source platform

      • Experiment tracking feature

      • Powerful visualization capabilities

      • Model evaluation

      • Model registry

      • Manages end-to-end workflows

      • Aids in application building

      • Tracks progress during fine-tuning

      • Facilitates packaging and deploying models

      • Secures hosting models at scale

      Cons of Appsmith

      • Requires knowledge of LLM

      • No stated mobile compatibility

      • Predominantly database/API-driven

      • Requires knowledge of JS

      • No mention of offline functionality

      • Requires self-hosted deployments

      • Complex setup for enterprises

      Cons of MLflow

      • Lack of customer support

      • Complex Configuration

      • No GUI

      • No real-time collaboration

      • Minimum workflow automation

      • Limited algorithm support

      • Incomplete documentation

      • No built-in hyperparameter tuning

      • Limited integration options

      • Dependent on Python environment

      Media and Screenshots

      Screenshots

      Appsmith
      MLflow

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      Frequently Asked Questions (FAQs)

      Stuck on something? We're here to help with all the questions and answers in one place.

      Appsmith offers Free Trial, but MLflow does not.

      The starting price of Appsmith begins at $40/month, while pricing details for MLflow are unavailable.

      Appsmith offers several advantages, including Low-code development, Productivity and efficiency enhancement, Real-time insights, Customizable interfaces, LLM integration and many more functionalities.

      The cons of Appsmith may include a Requires knowledge of LLM, No stated mobile compatibility, Predominantly database/API-driven, Requires knowledge of JS. and Complex setup for enterprises

      MLflow offers several advantages, including Open source platform, Experiment tracking feature, Powerful visualization capabilities, Model evaluation, Model registry and many more functionalities.

      The cons of MLflow may include a Lack of customer support, Complex Configuration, No GUI, No real-time collaboration. and Dependent on Python environment

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      Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].

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