Alternatives · 2026
Best DataRobot Alternatives in 2026
24 alternatives · 18 with a free plan · Updated
What are the best DataRobot alternatives?
The best DataRobot alternatives for AI API in 2026 are UbiOps (AI model serving platform, free), Openlayer (AI testing and observability platform, enterprise) and LLM Gateway (open source API gateway, free). 18 of the 24 listed alternatives have a free or freemium plan.
Looking for something other than DataRobot? Below are 24 alternatives in AI API, AI Developer Tools and AI Models, all closely matched, ranked by how much they overlap with DataRobot. DataRobot itself is free. Each entry shows what the tool does, what it shares with DataRobot, its key features and pricing.
What is DataRobot?
Teams that already have machine learning models running in production, and struggle to keep track of them, are the natural audience for DataRobot. DataRobot is an AI platform and set of applications for building, deploying and governing models, built for businesses that want AI to pay off without adding risk.
DataRobot alternatives compared
| Tool | Pricing | Shared with DataRobot | Match |
|---|---|---|---|
| DataRobot | Free | — | Original |
| UbiOps | Free | AI API, AI Developer Tools, AI Models, AI Monitor, AI Workflow, Large Language Models (LLMs), Other | Strong match |
| Openlayer | Enterprise | AI Developer Tools, AI Monitor, AI Project Management, AI Workflow, Large Language Models (LLMs), Other | Strong match |
| LLM Gateway | Free | AI API, AI Developer Tools, AI Models, Large Language Models (LLMs), Other | Strong match |
| ClearML | Enterprise | AI API, AI Developer Tools, AI Models, AI Workflow, Large Language Models (LLMs), Other | Strong match |
| LastMile AI | Free | AI API, AI Developer Tools, AI Models, AI Monitor, AI Workflow, Large Language Models (LLMs), Other | Strong match |
Top 24 alternatives to DataRobot
- #1
UbiOps is an AI model serving platform that deploys and manages machine learning models and LLMs without managing Kubernetes or cloud infrastructure.
In common with DataRobot: AI API, AI Developer Tools, AI Models, AI Monitor, AI Workflow, Large Language Models (LLMs), Other
- AI model serving and orchestration platform for deploying and managing AI workloads
Pricing: free
- #2
Openlayer is an AI testing and observability platform that helps teams test, monitor, and govern ML models and LLM applications from prototype to production.
In common with DataRobot: AI Developer Tools, AI Monitor, AI Project Management, AI Workflow, Large Language Models (LLMs), Other
Pricing: custom quote
- #3
LLM Gateway is an open source API gateway that routes, manages, and tracks costs of requests to many large language model providers.
In common with DataRobot: AI API, AI Developer Tools, AI Models, Large Language Models (LLMs), Other
- Fully open source under an MIT license
- Unified API compatible with OpenAI format for easy migration
- Supports a wide range of LLM providers
Pricing: free
- #4
ClearML is an AI infrastructure platform for managing GPU clusters and running AI and ML workflows from development to production.
In common with DataRobot: AI API, AI Developer Tools, AI Models, AI Workflow, Large Language Models (LLMs), Other
- AI Infrastructure Platform for managing GPU clusters and streamlining AI/ML workflows
Pricing: custom quote
- #5
LastMile AI is a developer platform for debugging, evaluating, and monitoring AI applications, including RAG and multi-agent systems.
In common with DataRobot: AI API, AI Developer Tools, AI Models, AI Monitor, AI Workflow, Large Language Models (LLMs), Other
- Full-stack platform for debugging
Pricing: free
- #6P
Prompt Manager Pro is a collaborative AI prompt management tool for building and optimizing prompts used in AI applications.
In common with DataRobot: AI API, AI Developer Tools, AI Workflow, Large Language Models (LLMs), Other
- A platform for collaborative prompt building
Pricing: free plan, paid plans from $97
- #7
Klu is a platform for building, deploying, and optimizing generative AI apps, with LLM access, RAG, evaluations, and fine-tuning.
In common with DataRobot: AI API, AI Developer Tools, AI Models, AI Workflow, Large Language Models (LLMs), Other
- Scale Designed for small projects and teams optimizing features
Pricing: free plan, paid plans from $30
- #8
AI predictive analytics tool that automates business workflows and document extraction using machine learning and computer vision.
In common with DataRobot: AI API, AI Developer Tools, AI Models, AI Workflow, Large Language Models (LLMs), Other
Pricing: free
- #9P
PlexeAI is a natural language machine learning tool for building, training and deploying ML models without writing code.
In common with DataRobot: AI API, AI Models, Large Language Models (LLMs), Other
Pricing: paid, from $1
- #10
Open-source LLM observability platform that helps developers monitor, debug, and improve AI apps by tracking their model requests.
In common with DataRobot: AI API, AI Developer Tools, AI Monitor, Large Language Models (LLMs), Other
- Hobby Kickstart your AI project
- Requests and Dashboard
- Scale beyond 10k requests
Pricing: free plan, paid plans from $20
- #11
Free AI image generator interface for running Replicate image models and managing multiple model workflows in one place.
In common with DataRobot: AI API, AI Developer Tools, AI Models, AI Workflow, Other
Pricing: free
- #12
WizModel is a platform for deploying, scaling, and running machine learning models through a unified API for ML inference.
In common with DataRobot: AI API, AI Developer Tools, AI Models, Large Language Models (LLMs), Other
- It provides a unified API for ML inference
Pricing: free
- #13
WhyLabs is an AI monitoring tool that tracks machine learning models and data, and adds LLM security guardrails to AI applications.
In common with DataRobot: AI Developer Tools, AI Monitor, Large Language Models (LLMs), Other
Pricing: free plan, paid plans from $125
- #14
Together AI is a cloud platform for running, fine-tuning, and training open source large language models on NVIDIA GPUs.
In common with DataRobot: AI API, AI Developer Tools, AI Models, Large Language Models (LLMs), Other
- Batch inference is available at an introductory 50% discount
- Supports various NVIDIA GPUs like RTX-6000
- A100
Pricing: free plan, paid plans from $0.06
- #15
CodingPlanX is an AI gateway that gives developers one API key for 600+ large language models from multiple providers.
In common with DataRobot: AI API, AI Developer Tools, AI Models, Large Language Models (LLMs), Other
- A unified AI gateway providing access to 600+ models with one API key
Pricing: custom quote
- #16
Miniflow.ai is an AI tool platform that brings AI models, image and video generators, and workflow automation into one place.
In common with DataRobot: AI API, AI Models, AI Workflow, Other
- All AI models & tools in one place with workflow automation
Pricing: free
- #17D
Defapi is a unified API for accessing multiple AI models from different providers, with cost-focused model routing and usage monitoring.
In common with DataRobot: AI API, AI Developer Tools, AI Models, Large Language Models (LLMs), Other
- Simplifies AI integration with a unified API for multiple providers
- Offers significant cost optimization through intelligent model routing
- Provides enterprise-grade security and reliability
Pricing: custom quote
- #18
Weights & Biases is an AI developer platform for training, fine-tuning, tracking, and evaluating machine learning models and LLM applications.
In common with DataRobot: AI Developer Tools, AI Models, AI Workflow, Large Language Models (LLMs), Other
- W&B Weave helps build agentic AI applications
Pricing: free
- #19
Deep Infra is a cloud platform for running and deploying machine learning models through a simple API, billed pay-per-use.
In common with DataRobot: AI API, AI Developer Tools, AI Models, Large Language Models (LLMs), Other
- A platform for deploying and running machine learn
Pricing: free
- #20
Shaped is a search and recommendation platform for ML engineers building ranking models and personalized results with real-time learning.
In common with DataRobot: AI API, AI Developer Tools, AI Models, Large Language Models (LLMs), Other
- Unified search and recommendations system
- AI-native foundation with transformer models and real-time learning loops
- Designed for ML engineers with full control and extensibility
Pricing: free
- #21
SmartflowAI is an AI workflow tool that combines AI models, algorithms, and data APIs to simplify business workflows and save time.
In common with DataRobot: AI API, AI Models, AI Workflow, Other
- Saves resources and time by simplifying workflows
- Offers pre-built workflows aligned with customer needs
- Combines algorithms
Pricing: free
- #22
Portkey is an AI gateway and observability platform that helps developers monitor, route, and control calls to large language model apps.
In common with DataRobot: AI API, AI Developer Tools, AI Monitor, Large Language Models (LLMs), Other
- It also provides an MCP client to build AI agents with access to real-world tools
Pricing: free
- #23
No-code AI workflow platform for building and deploying LLM workflows, with multi-LLM routing, caching and cost controls for developers.
In common with DataRobot: AI API, AI Developer Tools, AI Monitor, AI Workflow, Large Language Models (LLMs), Other
- No-code AI workflow platform with multi-LLM support and cost optimization
Pricing: free
- #24
Ottic is a testing and evaluation tool for LLM applications that helps QA and engineering teams check app behavior before product releases.
In common with DataRobot: AI API, AI Developer Tools, AI Monitor, AI Workflow, Large Language Models (LLMs), Other
- Reduces time to market for LLM applications
- Facilitates collaboration between technical and non-technical teams
- Provides comprehensive test coverage and visibility into LLM app behavior
Pricing: custom quote
How we picked these DataRobot alternatives
We rank tools by how closely they match DataRobot: tools that share more of its categories rank first, then tools whose main category, tags and description overlap with it, then community votes and views. Pricing type and features come from each product's SoftwareVital listing. Admins can pin or remove tools from this list.
Frequently asked questions
What are the best alternatives to DataRobot in 2026?
The closest alternatives to DataRobot are UbiOps, Openlayer, LLM Gateway, ClearML and LastMile AI. They are ranked by how many categories and tags they share with DataRobot and how similar their descriptions are, then by community votes and views on SoftwareVital.
What is the closest alternative to DataRobot?
UbiOps is the closest match because it shares AI API, AI Developer Tools and AI Models with DataRobot. It is free.
Are there free alternatives to DataRobot?
Yes. 18 of the 24 alternatives have a free or freemium plan, including UbiOps (free), LLM Gateway (free), LastMile AI (free), Prompt Manager Pro (freemium) and Klu (freemium). DataRobot is free.
Which DataRobot alternatives are paid or enterprise tools?
Openlayer (enterprise), ClearML (enterprise), PlexeAI (paid), CodingPlanX (enterprise) and Defapi (enterprise) use paid or enterprise pricing, which usually means more support and admin options for teams.
How does DataRobot compare to UbiOps?
UbiOps overlaps with DataRobot in AI API, AI Developer Tools and AI Models. Its listed features include AI model serving and orchestration platform for deploying and managing AI workloads. Pricing: free. Open the side-by-side compare page for a full breakdown.
What category is DataRobot in?
DataRobot is listed under AI API on SoftwareVital. Browse that category to see more tools in the same group.