Machine Learning · alternatives
Alternatives to DataRobot
21 machine learning tools sit alongside DataRobot in this directory. Below is what separates each from DataRobot on the figures we hold, price, model, tier count and rating, and a direct comparison for every one.
- Alternatives listed
- 21
- With a free tier
- 18
- Cheaper to start
- 0
- DataRobot starts at
- Free
Why people look past DataRobot
Only what the record supports. Each point below is a figure on the DataRobot entry measured against the tools listed beside it.
There is no free tier
The record for DataRobot carries no free tier, so evaluating it means paying first. 18 of the 21 alternatives below can be used without paying.
What each alternative does differently
Ordered by the aggregated rating on each catalogue entry. Differences are drawn from price, pricing model, tier count and rating, the fields the category listing carries. For a feature-level difference, follow the head-to-head link on each card: those pages read both full records.
Build, train, and deploy machine learning models at scale
- Can be used without paying; DataRobot cannot.
- Starts $0.04 a hour dearer, at $0.04/hour.
Microsoft's managed platform for training, tracking and deploying models on Azure
- Can be used without paying; DataRobot cannot.
- Sold on a usage-based model rather than subscription.
Unified ML platform to build, deploy, and scale AI models
Priced and rated the same as DataRobot on the figures we hold. The difference, if there is one, is in the feature records.
Open-source MLOps platform for experiment tracking and orchestration
- Can be used without paying; DataRobot cannot.
- Sold on a Open-source self-hosted, with paid hosted and enterprise tiers model rather than subscription.
- 1 tier to DataRobot's 2.
LLM engineering platform for testing and evaluating AI agents in production
- Can be used without paying; DataRobot cannot.
- Starts $29 a month dearer, at €29/month.
- Sold on a Tiered subscription with usage-based overage charges model rather than subscription.
- 3 tiers to DataRobot's 2.
Open-source AI orchestration framework for LLM applications
- Can be used without paying; DataRobot cannot.
- Sold on a Open-source with optional paid enterprise support model rather than subscription.
Every DataRobot alternative at a glance
A dash means the catalogue entry carries no figure, not that the answer is nothing.
| Tool | Entry price | Model | Tiers | Head to head |
|---|---|---|---|---|
| DataRobot (this page) | Free | Subscription | 2 | |
| AWS SageMakerAWS machine learning platform with AutoML capabilities and deep learning, competing for enterprise ML deployment and model management. | Free, then $0.04/hour | - | - | vs DataRobot |
| Azure Machine LearningMicrosoft's enterprise ML platform with automated machine learning and MLOps features for building, deploying, and monitoring ML models. | Free | Usage-based | 2 | vs DataRobot |
| Google Vertex AIGoogle Cloud machine learning platform offering AutoML, generative AI, and MLOps capabilities for enterprise model deployment. | On request | - | - | vs DataRobot |
| ClearML | Free | Open-source self-hosted, with paid hosted and enterprise tiers | 1 | vs DataRobot |
| Langwatch | Free, then €29/month | Tiered subscription with usage-based overage charges | 3 | vs DataRobot |
| Haystack | Free | Open-source with optional paid enterprise support | 2 | vs DataRobot |
| Semantic Kernel | Free | Open source, no pricing | 1 | vs DataRobot |
| H2O.ai | Free | Freemium | 2 | vs DataRobot |
| Dask | Free | Open-source | 1 | vs DataRobot |
| IBM SPSS | Free, then $99/month | Subscription | 2 | vs DataRobot |
| JMP | Free | Subscription | 2 | vs DataRobot |
| Anaconda | Free, then $15/month | - | 3 | vs DataRobot |
| BentoML | Free | Freemium | 2 | vs DataRobot |
| Dataiku | Free | Freemium | 2 | vs DataRobot |
| Comet ML | Free, then $19/month | Freemium | 4 | vs DataRobot |
| Hugging Face | Free | - | - | vs DataRobot |
| BigQuery ML | Free | Usage-based | 2 | vs DataRobot |
| Domino Data Lab | Free | Subscription | 2 | vs DataRobot |
| DVC | Free | Open-source | 2 | vs DataRobot |
| Fal AI | $1.89/hour | Usage-based | 2 | vs DataRobot |
| Groq | On request | Quote | - | vs DataRobot |
Ratings are aggregated from third-party sources and imported with each catalogue entry; Softwr hosts no reviews of these products. How each figure is used is set out on the DataRobot badges page.
Cheaper ways to solve the same problem
Free to start (18)
These publish a tier that costs nothing, so they can be evaluated before any money changes hands.
- AWS SageMaker , Free, then $0.04/hour
- Azure Machine Learning , Free
- ClearML , Free
- Langwatch , Free, then €29/month
- Haystack , Free
- Semantic Kernel , Free
- H2O.ai , Free
- Dask , Free
What you would be giving up
DataRobot is most often brought in for machine learning, data analysis, model training, predictive analytics. Anything replacing it has to cover the ones you actually depend on, and a cheaper tool that misses one of them is not cheaper.
Two things this page cannot settle. It compares on price, model, tier count and rating, because those are the fields the category listing carries, feature-level differences need both full records, which is what the head-to-head pages load. And the ratings are third-party aggregates imported with each entry rather than reviews written here, so a 0.2 difference between two tools is noise rather than a finding.
If DataRobot is broadly right and the question is cost, the DataRobot pricing breakdown covers every tier and what each one adds. If you want the whole field rather than a shortlist, the Machine Learning category lists everything the directory holds, and best machine learning tools ranks them.
DataRobot runs on web. Platform coverage is not carried on the category listing for the alternatives, so it is one more thing to check on each head-to-head page rather than here.
Questions about DataRobot alternatives
- What are the main alternatives to DataRobot?
- 21 other machine learning tools are listed in this directory, led by AWS SageMaker, Azure Machine Learning, Google Vertex AI, ClearML. They are ordered by the aggregated rating on each catalogue entry, not by any Softwr ranking.
- What is the best free alternative to DataRobot?
- 18 of the alternatives listed here can be used without paying: AWS SageMaker, Azure Machine Learning, ClearML, Langwatch, Haystack.
- Why do people look for an alternative to DataRobot?
- On the figures on record, one thing stands out: there is no free tier. Each is set out with the numbers behind it above.
- What would I give up by switching from DataRobot?
- DataRobot is most often brought in for machine learning, data analysis, model training, predictive analytics. Anything you replace it with has to cover the ones you actually rely on, the side-by-side comparisons linked from each alternative below put the two feature records against each other.
- Is there an open-source alternative to DataRobot?
- Dask, DVC are recorded with an open-source licence model.
- How were these DataRobot alternatives chosen?
- They are the tools filed in the same category, Machine Learning, ordered by the aggregated rating on each entry. There is no editorial shortlist, and nothing on this page is paid: no sponsored placement runs on alternatives pages and the order cannot be bought. Softwr has not used these products.
- Where can I compare DataRobot against one of these directly?
- Every alternative below has a side-by-side page against DataRobot covering price, platforms, features and what each one is used for. Those pages read the full record for both products rather than the summary shown here.
- Does this list cover every machine learning tool?
- No. It covers what this directory holds in the Machine Learning category, 21 tools beside DataRobot. The category page lists the rest of the catalogue as it grows.