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
- $0.00–$36,999/mo
- Typical entry plan
- $30/mo
- Free plan
- 26 of 37
- Cheapest paid
- Fiddler AI, $0.00/mo
- Best value score
- Comet, 7.5/10
Every tool we cover
Price tracker →| Tool | Score | From | Top listed plan | Free plan | Trial | Pages |
|---|---|---|---|---|---|---|
 Hugging FaceHugging Face | 7.5 | $9/mo* | $50/mo | Yes | — | ReviewPricingAlternatives |
 Nebius AI CloudNebius AI Cloud | 7.5 | Custom | — | No | — | ReviewAlternatives |
 CometComet | 7.4 | $19/mo | $19/mo | Yes | — | ReviewPricingAlternatives |
 Weights & BiasesWeights & Biases | 7.4 | $60/mo | $60/mo | Yes | 30 days | ReviewPricing |
 Fiddler AIFiddler AI | 7.4 | $0.00/mo | — | Yes | — | ReviewAlternatives |
 ModalModal | 7.2 | $250/mo | $250/mo | Yes | — | ReviewPricingAlternatives |
 Evidently AIEvidently AI | 7.2 | $80/mo* | $80/mo | Yes | — | Review |
 Anyscale PlatformAnyscale Platform | 7.2 | Free | — | Yes | — | ReviewPricingAlternatives |
 Edge ImpulseEdge Impulse | 7.1 | Free | — | Yes | — | Review |
 RoboflowRoboflow | 7.0 | $39/mo | $39/mo | Yes | — | ReviewPricingAlternatives |
 Lightning AILightning AI | 7.0 | $20/mo | $119/mo | Yes | — | ReviewPricing |
 Arize AIArize AI | 7.0 | $50/mo | $50/mo | Yes | — | ReviewPricing |
 Mem0Mem0 | 6.8 | Free* | — | Yes | — | ReviewPricingAlternatives |
 Paperspace GradientPaperspace Gradient | 6.8 | $8/mo* | $39/mo | Yes | — | ReviewPricingAlternatives |
 TrueFoundryTrueFoundry | 6.8 | $25/mo | $25/mo | Yes | — | Review |
 ShapedShaped | 6.5 | $500/mo* | $500/mo | Yes | 14 days | Review |
 CoreWeave CloudCoreWeave Cloud | 6.5 | $3.27/mo | — | No | — | ReviewPricingAlternatives |
 SAS ViyaSAS Viya | 6.5 | $500/mo* | $500/mo | Yes | 14 days | ReviewPricing |
 H2O AI CloudH2O AI Cloud | 6.5 | Free* | — | Yes | 90 days | ReviewPricingAlternatives |
 ClarifaiClarifai | 6.5 | $30/mo* | $300/mo | Yes | — | ReviewAlternatives |
 DataikuDataiku | 6.4 | Free* | — | Yes | 14 days | ReviewPricingAlternatives |
 Landing AI PlatformLanding AI Platform | 6.4 | $250/mo | $250/mo | Yes | — | Review |
 Altair RapidMinerAltair RapidMiner | 6.3 | Custom* | — | No | — | ReviewAlternatives |
 Vertex AIVertex AI | 6.2 | Custom* | — | No | 90 days | ReviewPricingAlternatives |
 Anaconda PlatformAnaconda Platform | 6.0 | Custom* | — | No | — | ReviewAlternatives |
 DatabricksDatabricks | 6.0 | Free* | — | Yes | 14 days | ReviewPricingAlternatives |
 Palantir AIPPalantir AIP | 6.0 | Custom* | — | No | — | ReviewAlternatives |
 C3 AI PlatformC3 AI Platform | 6.0 | Custom* | — | No | — | ReviewAlternatives |
 Chooch AIChooch AI | 6.0 | Free* | — | Yes | — | Review |
 Wand AIWand AI | 6.0 | $24.17/mo* | $82.50/mo | Yes | — | ReviewAlternatives |
 Kumo AIKumo AI | 6.0 | Custom* | — | No | — | Review |
 Azure Machine LearningAzure Machine Learning | 5.8 | Free* | — | Yes | 30 days | ReviewPricing |
 DataRobot AI PlatformDataRobot AI Platform | 5.6 | Custom* | — | No | 30 days | ReviewAlternatives |
 BytePlus ModelArkBytePlus ModelArk | 5.5 | $5/mo* | $50/mo | Yes | Yes | Review |
 WEKA Data PlatformWEKA Data Platform | 5.3 | Custom* | — | No | — | ReviewAlternatives |
 IBM watsonx.aiIBM watsonx.ai | 4.0 | $1,110/mo* | $1,800/mo | Yes | Yes | ReviewPricing |
 NVIDIA DGX CloudNVIDIA DGX Cloud | 1.5 | $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
Hugging FaceHugging Face
A strong home for ML discovery and collaboration; budget separately for compute and storage.
Nebius AI CloudNebius AI Cloud
Strong GPU and MLOps coverage; compare usage rates and storage costs before switching.
CometComet
A strong LLM observability feature set; check usage caps and add-on pricing before committing.
Machine learning platforms: quick answers
How much do machine learning platforms cost?
Paid plans for the 37 machine learning platforms we track start between $0.00 and $36,999 a month, and the typical entry plan is about $30 a month. 26 of them have a free plan. Nebius AI Cloud, Altair RapidMiner, Vertex AI, Anaconda Platform, Palantir AIP, C3 AI Platform, Kumo AI, DataRobot AI Platform and WEKA Data Platform don't publish a starting price. Prices are the vendors' own, checked Nov 7, 2026; most quote the per-month price when billed annually.
Which machine learning platform is the cheapest?
Fiddler AI has the lowest paid entry plan at $0.00 a month, followed by CoreWeave Cloud at $3.27. If you can live with limits, Hugging Face, Comet, Weights & Biases and Fiddler AI have a free plan.
Which machine learning platforms have a free plan?
Hugging Face, Comet, Weights & Biases, Fiddler AI, Modal, Evidently AI, Anyscale Platform, Edge Impulse, Roboflow, Lightning AI, Arize AI, Mem0, Paperspace Gradient, TrueFoundry, Shaped, SAS Viya, H2O AI Cloud, Clarifai, Dataiku, Landing AI Platform, Databricks, Chooch AI, Wand AI, Azure Machine Learning, BytePlus ModelArk 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?
Hugging Face scores highest at 7.5/10. A strong home for ML discovery and collaboration; budget separately for compute and storage. On value for money alone, Comet rates best (7.5/10).