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DataRobot alternatives: 5 apps ranked by verified data

Facts checked Nov 8, 2026AppBreakup editorialHow we rankAll machine learning platforms

Top picks

Common reasons people leave DataRobot: no public pricing; enterprise contracts only, and heavy for small teams that just need notebooks or a single model. We ranked 5 alternatives by how directly each one replaces DataRobot, then by reviews, real visits and how recently each app's facts were checked against its own website. Amazon SageMaker AI currently ranks first.

Quick comparison

#AppPricingVerified priceOpen sourcePlatformsVerified factsScore
1Amazon SageMaker AI logoAmazon SageMaker AIPaid—NoWeb8 of 857.5
2Dataiku logoDataikuPaid—NoWeb, Self-hosted, Linux +15 of 556.8
3Databricks logoDatabricksPaid—NoWeb4 of 454.4
4Alteryx Designer logoAlteryx DesignerPaid$250 per user/month, billed annually (Starter Edition)NoWindows, Web4 of 452.6
5Weights & Biases logoWeights & BiasesFree plan + paidFrom $60 a month (Pro), billed monthlyNoWeb, iOS6 of 651.2
  1. Amazon SageMaker AI logo

    1. Amazon SageMaker AITop pick

    Best for: Data science teams already on AWS who want managed training, AutoML and hosting next to their data.

    PaidWeb

    57.5

    score / 100

    Why switch from DataRobot

    AWS's managed ML service with AutoML in Canvas and pay-as-you-go pricing instead of an enterprise licence.

    Pros

    • Covers notebooks, training, tuning, pipelines and hosting in one service
    • AutoML through Autopilot in Canvas, with a model leaderboard
    • Pay only for compute and storage used, with no minimum fee
    • Tight integration with S3, IAM and other AWS services

    Cons

    • Only runs on AWS, so it ties your ML stack to one cloud
    • Usage-based billing across many components is hard to predict
    • Large surface area with a steep learning curve for newcomers
    Visit Amazon SageMaker AI Details and reviews
    How this score is calculated
    Editorial fit ×0.363
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Amazon SageMaker AI a good DataRobot alternative?

    Verified facts

    8 of 8 verified
    Pricing
    Pay as you go, no minimum fees
    Checked Nov 8, 2026aws.amazon.com(opens source in a new tab)
    Free tier
    Yes, for the first months
    Checked Nov 8, 2026aws.amazon.com(opens source in a new tab)
    AutoML
    Yes, Autopilot
    Checked Nov 8, 2026aws.amazon.com(opens source in a new tab)
    Managed MLflow
    Yes
    Checked Nov 8, 2026aws.amazon.com(opens source in a new tab)
    Free plan
    Yes, free tier for the first 2 months
    Checked Nov 8, 2026aws.amazon.com(opens source in a new tab)
    Free notebook hours
    250 hours a month of ml.t3.medium
    Checked Nov 8, 2026aws.amazon.com(opens source in a new tab)
    Human model evaluation
    $0.21 per completed task
    Checked Nov 8, 2026aws.amazon.com(opens source in a new tab)
    ml.c5.xlarge instance
    $0.204 per hour (pricing example)
    Checked Nov 8, 2026aws.amazon.com(opens source in a new tab)
  2. Dataiku logo

    2. Dataiku

    Best for: Large organisations that want analysts and data scientists working on the same governed platform

    PaidWeb, Self-hosted, Linux, macOS

    56.8

    score / 100

    Why switch from DataRobot

    Visual and code-based data science platform with AutoML, governance and generative AI tooling for mixed-skill teams.

    Pros

    • Visual recipes and full code (Python, R, SQL) live side by side in one project
    • Pushes computation down to existing warehouses and Spark instead of copying data
    • Built-in lineage, approvals and model monitoring for regulated teams

    Cons

    • No public price list; enterprise contracts only after the trial
    • Heavy platform that is overkill for one person cleaning a spreadsheet
    • Native Windows install is only experimental
    Visit Dataiku Details and reviews
    How this score is calculated
    Editorial fit ×0.360
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Dataiku a good DataRobot alternative?

    Verified facts

    5 of 5 verified
    Free trial
    14 days
    Checked Nov 8, 2026dataiku.com(opens source in a new tab)
    Languages
    Python, R and SQL
    Checked Nov 8, 2026dataiku.com(opens source in a new tab)
    Integrations
    Snowflake, Databricks, Redshift, S3
    Checked Nov 8, 2026dataiku.com(opens source in a new tab)
    Self-hosting
    Free Edition installs on Mac
    Checked Nov 8, 2026dataiku.com(opens source in a new tab)
    Analyst recognition
    Gartner MQ Leader (2025)
    Checked Nov 8, 2026dataiku.com(opens source in a new tab)
  3. Databricks logo

    3. Databricks

    Best for: Data engineering and ML teams that want SQL, Spark and model training on one platform

    PaidWeb

    54.4

    score / 100

    Why switch from DataRobot

    Lakehouse platform with built-in AutoML, MLflow and model serving, for teams that want ML next to their data.

    Pros

    • Data stays in open formats in your own cloud storage
    • Covers ETL, SQL analytics and machine learning in one place
    • Available on AWS, Azure and Google Cloud

    Cons

    • Billing in DBUs plus separate cloud compute charges is hard to predict
    • Steeper learning curve than a pure SQL warehouse
    • Overkill for teams that only need BI dashboards
    Visit Databricks Details and reviews
    How this score is calculated
    Editorial fit ×0.352
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Databricks a good DataRobot alternative?

    Verified facts

    4 of 4 verified
    Pricing model
    Pay as you go, no up-front cost
    Checked Nov 8, 2026databricks.com(opens source in a new tab)
    Billing unit
    Databricks Unit (DBU)
    Checked Nov 8, 2026databricks.com(opens source in a new tab)
    Free trial
    Yes
    Checked Nov 8, 2026databricks.com(opens source in a new tab)
    Cloud charges
    Billed separately by your cloud provider
    Checked Nov 8, 2026databricks.com(opens source in a new tab)
  4. Alteryx Designer logo

    4. Alteryx Designer

    Best for: Business analyst teams automating spreadsheet-heavy reporting without code, with budget for licences

    PaidWindows, Web

    52.6

    score / 100

    Why switch from DataRobot

    Drag-and-drop analytics with machine learning tools, suited to analysts who prepare data and build simple models.

    Pros

    • Hundreds of drag-and-drop tools for prep, blending and analytics
    • Repeatable workflows replace manual spreadsheet steps
    • Spatial and predictive analytics without code
    • Connects to cloud warehouses like Snowflake and Databricks

    Cons

    • Expensive per-user annual pricing
    • Desktop app is Windows only; Macs need a virtual machine
    • Overkill for one-off cleanup of a single file
    Visit Alteryx Designer Details and reviews
    How this score is calculated
    Editorial fit ×0.346
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Alteryx Designer a good DataRobot alternative?

    Verified facts

    4 of 4 verified
    Starting price
    $250 per user/month, billed annually (Starter Edition)
    Checked Nov 8, 2026alteryx.com(opens source in a new tab)
    Free trial
    30 days
    Checked Nov 8, 2026alteryx.com(opens source in a new tab)
    Operating system
    Windows 10 (64-bit) or later; macOS via VM
    Checked Nov 8, 2026alteryx.com(opens source in a new tab)
    Built-in tools
    300+ drag-and-drop tools
    Checked Nov 8, 2026alteryx.com(opens source in a new tab)
  5. Weights & Biases logo

    5. Weights & Biases

    Best for: ML researchers and teams who want polished hosted experiment tracking and LLM evaluation

    Free plan + paidWeb, iOS

    51.2

    score / 100

    Why switch from DataRobot

    Experiment tracking, model registry and LLM evaluation for code-first teams who don't need AutoML.

    Pros

    • Very quick to add to existing training code
    • Integrations with nearly every major ML library
    • Covers experiments, sweeps, artifacts and LLM tracing in one place
    • Free for academic research

    Cons

    • Free plan has tight storage and seat limits
    • Costs grow with storage and data ingestion
    • Hosted product; the tracking server isn't open source like ClearML's
    Visit Weights & Biases Details and reviews
    How this score is calculated
    Editorial fit ×0.341
    Reviews ×0.363
    Clicks (90 days) ×0.150
    Freshness ×0.15100
    Votes ×0.150

    0 counted reviews, 0 up and 0 down votes. Full formula

    Is Weights & Biases a good DataRobot alternative?

    Verified facts

    6 of 6 verified
    Free plan
    Yes, $0 a month
    Checked Nov 8, 2026wandb.ai(opens source in a new tab)
    Pro plan
    From $60/month
    Checked Nov 8, 2026wandb.ai(opens source in a new tab)
    Free trial
    30 days (Pro)
    Checked Nov 8, 2026wandb.ai(opens source in a new tab)
    Academic use
    Free
    Checked Nov 8, 2026wandb.ai(opens source in a new tab)
    Mobile app
    iOS
    Checked Nov 8, 2026wandb.ai(opens source in a new tab)
    Starting price
    From $60 a month (Pro), billed monthly
    Checked Nov 8, 2026wandb.ai(opens source in a new tab)

The best DataRobot alternative for…

The highest-ranked app in this list for each need.

Amazon SageMaker AI logo

Best DataRobot alternative for most people

Amazon SageMaker AI

AWS's managed ML service with AutoML in Canvas and pay-as-you-go pricing instead of an enterprise licence.

Weights & Biases logo

Best DataRobot alternative for a free plan you can upgrade

Weights & Biases

Experiment tracking, model registry and LLM evaluation for code-first teams who don't need AutoML.

Dataiku logo

Best DataRobot alternative for Mac

Dataiku

Visual and code-based data science platform with AutoML, governance and generative AI tooling for mixed-skill teams.

Alteryx Designer logo

Best DataRobot alternative for Windows

Alteryx Designer

Drag-and-drop analytics with machine learning tools, suited to analysts who prepare data and build simple models.

Dataiku logo

Best DataRobot alternative for Linux

Dataiku

Visual and code-based data science platform with AutoML, governance and generative AI tooling for mixed-skill teams.

Databricks logo

Best DataRobot alternative for working in the browser

Databricks

Lakehouse platform with built-in AutoML, MLflow and model serving, for teams that want ML next to their data.

DataRobot alternatives: common questions

What is the best alternative to DataRobot?

Amazon SageMaker AI ranks first right now. AWS's managed ML service with AutoML in Canvas and pay-as-you-go pricing instead of an enterprise licence. Dataiku and Databricks follow it in our ranking.

DataRobot vs Amazon SageMaker AI: what's the difference?

Both DataRobot and Amazon SageMaker AI are paid products. Both run on Web.

Is DataRobot free?

DataRobot is a paid product. Free trial: 30 days. Checked on DataRobot's own site, November 2026.

How much do DataRobot alternatives cost?

Verified prices for the top-ranked DataRobot alternatives: Alteryx Designer, $250 per user/month, billed annually (Starter Edition); Weights & Biases, From $60 a month (Pro), billed monthly. Each price was checked on the app's own site; see each card below for the date and source.

Is there a free alternative to DataRobot?

Yes. Weights & Biases (free plan + paid) has a free option. Check each app's verified facts for current plan limits.

Is there an open-source alternative to DataRobot?

None of the 5 alternatives in this list is open source.

Which DataRobot alternatives work on Linux?

Dataiku runs on Linux.

Why do people switch from DataRobot?

The complaints we hear most: no public pricing; enterprise contracts only; heavy for small teams that just need notebooks or a single model; product focus keeps shifting toward agents, away from classic AutoML.

How is this list ranked?

Every app is scored with the same published formula: how directly it replaces DataRobot, reviews (weighted by verification), visits from AppBreakup, how recently its facts were checked against its own website, and reader votes.