Category · 37 tools · 3 comparisons
Machine learning platforms
Tools for building, deploying, and operating machine learning and AI systems.
At a glance
- Tools tracked
- 37
- Entry plans
- $3.27–$36,999/mo
- Typical entry plan
- $39/mo
- Free plan
- 26 of 37
- Cheapest paid
- CoreWeave Cloud, $3.27/mo
- Best value score
- Evidently AI, 9/10
Every tool we cover
API pricing →| Tool | Score | From | Top listed plan | Free plan | Trial | Pages |
|---|---|---|---|---|---|---|
 Weights & BiasesWeights & Biases | 8.0 | $60/mo | $60/mo | Yes | 30 days | ReviewPricing |
 Landing AI PlatformLanding AI Platform | 7.7 | $250/mo | $250/mo | Yes | — | Review |
 RoboflowRoboflow | 7.6 | $39/mo | $39/mo | Yes | — | ReviewPricingAlternatives |
 CometComet | 7.5 | $19/mo | $19/mo | Yes | — | ReviewPricingAlternatives |
 Vertex AIVertex AI | 7.3 | Custom* | — | No | 90 days | ReviewPricingAlternatives |
 DatabricksDatabricks | 7.2 | Free* | — | Yes | 14 days | ReviewPricingAlternatives |
 ShapedShaped | 7.2 | $500/mo* | $500/mo | Yes | 14 days | Review |
 Evidently AIEvidently AI | 7.2 | $80/mo* | $80/mo | Yes | — | Review |
 Hugging FaceHugging Face | 7.2 | $9/mo | $50/mo | Yes | — | ReviewPricingAlternatives |
 Lightning AILightning AI | 7.2 | $20/mo | $119/mo | Yes | — | ReviewPricing |
 ModalModal | 7.1 | $250/mo | $250/mo | Yes | — | ReviewPricingAlternatives |
 DataikuDataiku | 7.1 | Free* | — | Yes | 14 days | ReviewPricingAlternatives |
 Arize AIArize AI | 7.1 | $50/mo | $50/mo | Yes | — | ReviewPricing |
 ClarifaiClarifai | 7.1 | $30/mo* | $300/mo | Yes | — | ReviewAlternatives |
 Nebius AI CloudNebius AI Cloud | 7.0 | Custom | — | No | — | ReviewAlternatives |
 Edge ImpulseEdge Impulse | 7.0 | Free | — | Yes | — | Review |
 TrueFoundryTrueFoundry | 7.0 | $25/mo | $25/mo | Yes | — | Review |
 Fiddler AIFiddler AI | 6.8 | Free | — | Yes | — | ReviewAlternatives |
 SAS ViyaSAS Viya | 6.8 | $500/mo* | $500/mo | Yes | 14 days | ReviewPricing |
 Anyscale PlatformAnyscale Platform | 6.7 | Free | — | Yes | — | ReviewPricingAlternatives |
 Mem0Mem0 | 6.7 | Free* | — | Yes | — | ReviewPricingAlternatives |
 Anaconda PlatformAnaconda Platform | 6.5 | Custom* | — | No | — | ReviewPricingAlternatives |
 Palantir AIPPalantir AIP | 6.5 | Custom* | — | No | — | ReviewAlternatives |
 CoreWeave CloudCoreWeave Cloud | 6.4 | $3.27/mo | — | No | — | ReviewPricingAlternatives |
 C3 AI PlatformC3 AI Platform | 6.3 | Custom* | — | No | — | ReviewAlternatives |
 DataRobot AI PlatformDataRobot AI Platform | 6.2 | Custom* | — | No | 30 days | ReviewAlternatives |
 Paperspace GradientPaperspace Gradient | 6.2 | $8/mo* | $39/mo | Yes | — | ReviewPricingAlternatives |
 H2O AI CloudH2O AI Cloud | 6.2 | Free* | — | Yes | 90 days | ReviewPricingAlternatives |
 Azure Machine LearningAzure Machine Learning | 6.0 | Free* | — | Yes | 30 days | ReviewPricing |
 Kumo AIKumo AI | 5.8 | Custom* | — | No | — | Review |
 Altair RapidMinerAltair RapidMiner | 5.8 | Custom* | — | No | — | ReviewAlternatives |
 WEKA Data PlatformWEKA Data Platform | 5.2 | Custom* | — | No | — | ReviewAlternatives |
 BytePlus ModelArkBytePlus ModelArk | 5.0 | $5/mo* | $50/mo | Yes | Yes | Review |
 Chooch AIChooch AI | 4.8 | Free* | — | Yes | — | Review |
 Wand AIWand AI | 4.8 | $24.17/mo* | $82.50/mo | Yes | — | ReviewAlternatives |
 IBM watsonx.aiIBM watsonx.ai | 3.5 | $1,110/mo* | $1,800/mo | Yes | Yes | ReviewPricing |
 NVIDIA DGX CloudNVIDIA DGX Cloud | 2.0 | $36,999/mo* | $36,999/mo | No | — | ReviewAlternatives |
* Lower confidence: the vendor's pricing page couldn't be read directly or didn't list every price, so the figure was compiled from other public sources and may be incomplete. Check the vendor's page before you buy.
Head-to-head
Highest scored
Weights & BiasesWeights & Biases
A capable ML lifecycle platform; budget for usage and review contract terms before sending production data.
Landing AI PlatformLanding AI Platform
A document extraction API with citations and confidence scores, priced by credits.
RoboflowRoboflow
A broad vision-AI platform with useful open-source tools and credit-based costs to track.
Machine learning platforms: quick answers
How much do machine learning platforms cost?
Paid plans for the 37 machine learning platforms we track start between $3.27 and $36,999 a month, and the typical entry plan is about $39 a month. 26 of them have a free plan. Vertex AI, Nebius AI Cloud, Anaconda Platform, Palantir AIP, C3 AI Platform, DataRobot AI Platform, Kumo AI, Altair RapidMiner and WEKA Data Platform don't publish a starting price. Prices are the vendors' own, checked Nov 10, 2026; most quote the per-month price when billed annually.
Which machine learning platform is the cheapest?
CoreWeave Cloud has the lowest paid entry plan at $3.27 a month, followed by BytePlus ModelArk at $5. If you can live with limits, Weights & Biases, Landing AI Platform, Roboflow and Comet have a free plan.
Which machine learning platforms have a free plan?
Weights & Biases, Landing AI Platform, Roboflow, Comet, Databricks, Shaped, Evidently AI, Hugging Face, Lightning AI, Modal, Dataiku, Arize AI, Clarifai, Edge Impulse, TrueFoundry, Fiddler AI, SAS Viya, Anyscale Platform, Mem0, Paperspace Gradient, H2O AI Cloud, Azure Machine Learning, BytePlus ModelArk, Chooch AI, Wand AI and IBM watsonx.ai have a free plan. Vertex AI and DataRobot AI Platform offer a free trial instead. Free plans are usually capped on usage, seats or features; each review lists the limits.
Which machine learning platform scores highest in our reviews?
Weights & Biases scores highest at 8.0/10. A capable ML lifecycle platform; budget for usage and review contract terms before sending production data. On value for money alone, Evidently AI rates best (9/10).