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6 Best Google Cloud AutoML Alternatives in 2026 — Free Options Included

Explore 6 alternatives to Google Cloud AutoML — vetted by our editors with real user reviews, pricing, and feature comparisons.

Best free Google Cloud AutoML alternatives, ranked and compared

Quick answer

The quick answer: the best Google Cloud AutoML alternatives are Oracle Data Science Cloud Service, Exploratory and Weaviate. Oracle Data Science Cloud Service leads the list with a 3.67★ rating from real users. Compare all 6 on rating and pricing below.

Looking past Google Cloud AutoML? These 6 data science and machine learning platforms free alternatives hold up the best on the things that matter: cost, capability, and how easy they are to live with. We sort them by SpotScore, which weighs verified satisfaction against market presence, then by ratings and pricing. Compare them in the table below, then get the full picture for each.

ProductSpotScoreRatingPricingBest for
Oracle Data Science Cloud ServiceStreamlining data science in the cloud.—★★★★☆ 3.67(6)FreeFree Trial · Freemium · Open-source · Quotation Basedteams of all sizes
ExploratoryDiscover insights and simplify data analysis with Exploratory.—★★★☆☆ 3(1)Freefrom $39/moteams of all sizes
WeaviateOpen-source vector database for semantic search, RAG, and AI-native applications9★★★★★ 4.5FreeFreemium · Open Source · Usage-Based · Contact Salesteams of all sizes
Comet MLMLOps platform for experiment tracking, model registry, and LLM evaluation8.8★★★★☆ 4.4FreeFreemium · Subscription · Contact Salesteams of all sizes
AI Business ToolsInnovate, streamline, and unleash with AI power.—Not yet ratedFreeQuotation Based · Free Trialteams of all sizes
InfoveaveUnlock the power of your data.—Not yet ratedFreeQuotation Based · Free Trialteams of all sizes
Oracle Data Science Cloud Service - New SaaS Software

Oracle Data Science Cloud Service

Streamlining data science in the cloud.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

3.7

6 verified reviews

Add to compare

What is Oracle Data Science Cloud Service?

Oracle Data Science Cloud Service is a cloud-based end-to-end machine learning platform that allows data science teams to collaborate and access the necessary data, computational resources, and tools for model building, training, deployment, and managing models in the Oracle Cloud. It supports ...

Read more about Oracle Data Science Cloud Service
Free Trial·

Oracle Data Science Cloud Service offers custom pricing plan

Exploratory - New SaaS Software

Exploratory

Discover insights and simplify data analysis with Exploratory.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

3.0

1 verified reviews

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What is Exploratory?

Exploratory offers a simple UI experience, allowing anyone to use Data Science to easily investigate data and draw meaningful insights from the results. It allows users to enjoy data wrangling without tedious labor. Plus, Exploratory offers a wide range of chart types to give users visual ...

Read more about Exploratory
Free Trial

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9.0

SpotScore

Weaviate logo

Weaviate

Open-source vector database for semantic search, RAG, and AI-native applications

Best for: SMB teams

Try for Free

4.5

Add to compare

watch-demo

Watch Demo

What is Weaviate?

Weaviate is an open-source vector database designed for AI-native applications. It stores, indexes, and searches high-dimensional vector embeddings alongside structured data, enabling semantic search, RAG (retrieval-augmented generation), and recommendation systems. Weaviate natively integrates ...

Read more about Weaviate

Starts from Freefree, also offers free forever plan

8.8

SpotScore

Comet ML logo

Comet ML

MLOps platform for experiment tracking, model registry, and LLM evaluation

Best for: SMB teams

Try for Free

4.4

Add to compare

watch-demo

Watch Demo

What is Comet ML?

Comet ML is an MLOps platform for tracking, comparing, explaining, and optimizing machine learning experiments. Data scientists and ML engineers use Comet to log training runs — capturing model parameters, metrics, code, datasets, and artifacts — and compare experiments to understand what drove ...

Read more about Comet ML

Starts from Freefree, also offers free forever plan

AI Business Tools

AI Business Tools

Innovate, streamline, and unleash with AI power.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

Add to compare

What is AI Business Tools?

Araby.ai is the largest generative AI platform in the MENA region, aimed at revolutionizing how you work and create. It provides businesses and individuals with powerful tools for text generation, image creation, and real-time data access. The platform is intuitive and user-friendly, making it ...

Read more about AI Business Tools
Free Trial·

AI Business Tools offers custom pricing plan

Infoveave

Infoveave

Unlock the power of your data.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

Add to compare

watch-demo

Watch Demo

What is Infoveave?

Infoveave is an AI-powered unified data platform that helps enterprises automate data pipelines, improve data quality, enable predictive analytics, and turn insights into measurable business actions — all within a single environment. Unlike traditional BI tools or standalone ETL platforms, ...

Read more about Infoveave
Free Trial·

Infoveave offers custom pricing plan

Google Cloud AutoML competitors, compared

Google Cloud AutoML competes with 6 other data science and machine learning platforms tools tracked on Spotsaas. The closest by feature overlap are Oracle Data Science Cloud Service, Exploratory and Weaviate. Each is compared against Google Cloud AutoML on rating, pricing and feature coverage below.

Sites and apps like Google Cloud AutoML

Searches for "sites like Google Cloud AutoML" and "apps like Google Cloud AutoML" land on the same set of options as "Google Cloud AutoML alternatives" — the 6 options below cover both, whether you want a like-for-like replacement or something lighter.

What each tool does well

Oracle Data Science Cloud ServiceBest for teams of all sizes

End-to-end ML platform

Watch for: Complex for beginners

ExploratoryBest for teams of all sizes

User-friendly interface

Watch for: Limited advanced analytics features

Weaviate9Best for teams of all sizes

Auto-vectorization at insert time means developers don't need to manage embedding pipelines separately — Weaviate calls the embedding model and stores the result automatically.

Watch for: Memory-intensive HNSW indexing can require significant RAM for large datasets — teams indexing billions of vectors need careful infrastructure planning.

Comet ML8.8Best for teams of all sizes

Unlimited free experiments for individual users — one of the most generous free tiers in MLOps, covering solo data scientists and researchers completely.

Watch for: UI can feel dated compared to newer entrants like W&B — the experiment comparison and visualization experience is functional but not as polished.

AI Business ToolsBest for teams of all sizes
InfoveaveBest for teams of all sizes

Why teams look for a Google Cloud AutoML alternative

A few recurring complaints tend to drive the move off Google Cloud AutoML:

  • Limited advanced features
  • May not suit experienced data scientists
  • Dependency on Google Cloud

What makes a good Google Cloud AutoML replacement

Stacked against each other, the 6 free alternatives compare this way: 6 offer a free tier; paid plans run $39, with Exploratory the cheapest entry point; and Oracle Data Science Cloud Service is the highest rated at 3.67★ across 6 reviews.

What drives the order.

Frequently Asked Questions (FAQs)

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

The top-rated alternatives to Google Cloud AutoML are Weaviate (4.5★), Comet ML (4.4★), Oracle Data Science Cloud Service (3.7★). Compare all 6 alternatives side-by-side above.

When evaluating alternatives to Google Cloud AutoML, prioritize: Machine Learning, Sentiment Analysis, Natural Language Processing, transparent pricing, free trial availability, and integrations with your existing tools. Use the filters above to compare by feature, budget, and team size.

Migration difficulty depends on how deeply Google Cloud AutoML is integrated into your workflows. Most alternatives offer data export/import tools and dedicated onboarding support. We recommend narrowing to 2–3 options, running a free trial, and checking each vendor's migration guides before committing.

The right Google Cloud AutoML alternative for your situation

How to move on from Google Cloud AutoML

A safe move off Google Cloud AutoML starts with the basics: export your data and test the import into your new tool. Make sure the workflows you depend on are covered, run a short pilot, and keep Google Cloud AutoML active until the migration is finished. Free tiers above make trialing easy.

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