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AI toolsModels & APIsAdaptive ML

Added Nov 5, 2026

Adaptive ML

Paid
🇫🇷 FranceAdaptive MLModels & APIs views clicks to the websiteNo ratings
Use tool

Tune, evaluate and serve specialized LLMs with reinforcement learning

RL-based model tuningLLM evaluationModel servingOpen model specializationEnterprise deploymentPaid
OverviewReleasesPricingAlternativesPros & ConsPromptsReviewsQ&A
Open
adaptive-ml.com
Adaptive MLTune, evaluate and serve specialized LLMs with reinforcement learningVisit adaptive-ml.com

What is Adaptive ML?

Adaptive ML's Adaptive Engine lets companies evaluate, fine-tune with reinforcement learning and serve their own specialized LLMs. Enterprises use it to get smaller open models to beat general models on their own tasks.

The platform has three parts, Adapt, Evaluate and Serve, and is used for enterprise search, business intelligence and customer support. In one customer case, a tuned Llama 3.1 8B model cut hallucinations in an insurance chatbot compared with GPT-4o and the base model.

Adaptive ML has been acquired by Datadog, so the product's future packaging may change. Access is by demo.

Features

  • RL-based model tuning
  • LLM evaluation
  • Model serving
  • Open model specialization
  • Enterprise deployment

Tags

Fine-tuningReinforcement LearningLLMOps

Releases

+ Submit new release
  1. ListedNov 5, 2026

    Adaptive ML was added to the directory.

Organization

Adaptive ML

🇫🇷 France

Listed by kitio.ai · unverified owner

Pricing

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Paid
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Top Adaptive ML alternatives

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Entry Point AI

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Fine-tune models and run AI prompts across your data rows

Free trial · $49/mo
Azure OpenAINew

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OpenAI models served from Microsoft Azure with enterprise controls

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LangSmith

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Tracing, evaluation and deployment platform for LLM agents

Freemium · $39/mo🇺🇸Made in United States
AnacondaNew

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Python and AI development platform with vetted packages and models

Freemium · $15/mo🇺🇸Made in United States

Compare Adaptive ML

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Pros and cons

Pros

  • Lets smaller models match larger ones
  • Evaluation and serving in one place
  • You own the tuned models

Cons

  • Acquired by Datadog, roadmap unclear
  • No public pricing
  • Needs ML expertise to use well

Prompts & results

No prompts yet. Add your own prompt and output to help others use this tool.

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Reviews

Q&A

What is Adaptive ML?

Adaptive ML's Adaptive Engine lets companies evaluate, fine-tune with reinforcement learning and serve their own specialized LLMs. Enterprises use it to get smaller open models to beat general models on their own tasks.

How much does Adaptive ML cost?

Adaptive ML is paid.

Is there a free version of Adaptive ML?

No. Adaptive ML is a paid tool.

What are the main features of Adaptive ML?

RL-based model tuning, LLM evaluation, Model serving, Open model specialization, Enterprise deployment.

Who makes Adaptive ML?

Adaptive ML is made by Adaptive ML.

What are the best alternatives to Adaptive ML?

Popular alternatives include Entry Point AI, Azure OpenAI, LangSmith.

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