H2O Driverless AI vs Huawei ModelArts

H2O Driverless AI6.9Visit HMHuawei ModelArts6.2Visit

Higher score H2O Driverless AI #6 in Low-Code Machine Learning Platforms Software 6.9/10 Pricing on request · 21-day trial ✓ 0 of 2 features Visit H2O.ai

vs

HM Huawei ModelArts #9 in Low-Code Machine Learning Platforms Software 6.2/10 Paid ✓ 0 of 2 features Visit ModelArts

• H2O Driverless AI fits best

  Mid-sized and large teams prioritizing AutoML

• Huawei ModelArts fits best

  Huawei Cloud users seeking visual ML lifecycle tools

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Side by side

Feature	H2O Driverless AI 6.9/10 Visit ↗	HMHuawei ModelArts 6.2/10 Visit ↗
At a glance
Editor score	6.9	6.2
Ranking	#6 in Low-Code Machine Learning Platforms Software	#9 in Low-Code Machine Learning Platforms Software
Best for	Mid-sized and large teams prioritizing AutoML	Huawei Cloud users seeking visual ML lifecycle tools
Pricing model	Paid	Paid
Starting price	Not published	Not published
Free plan	—	Not published
Free trial	—	—
Deployment	Cloud, Self-hosted	Cloud
Platforms	Web, Windows, macOS, Linux	Web
Support	Community, Docs	Tickets, Docs
Built for	Mid-market, Enterprise	Small business, Mid-market, Enterprise
Features H2O Driverless AI 0/2 · Huawei ModelArts 0/2
Automated ML	Not published	Not published
Visual workflows	Not published	Not published
Specs
Deployment targets	Not published	Not published
Supported model types	Not published	Not published
Data source connectors	Not published	Not published
Access platforms	Not published	Not published
Our review
Pros	Automates feature engineering, validation, tuning, and model selection Supports time-series forecasting and prediction explanations Offers cloud or self-hosted deployment with REST endpoints and scoring artifacts	Low-code workflows span data, training, evaluation, and deployment Tracks experiments, model versions, datasets, and training results Supports real-time, batch, and edge inference deployment
Cons	Subscription pricing requires contacting sales No free plan; access is through a 21-day trial Commercial licensing and support status merit review before purchase	Deployment is cloud-only Compute costs vary by specification, node count, duration, and region Resource planning is required for dedicated pools, Lite Clusters, or Lite Servers
Our verdict	H2O Driverless AI is an enterprise automated machine-learning platform for data scientists, analysts, and IT teams. Its central appeal is automating stages of predictive modeling, from feature engineering through validation, tuning, and… Read the review →	Huawei ModelArts is Huawei Cloud’s cloud-based AI development platform for AI developers, data scientists, and organizations building or operating machine-learning or foundation-model applications. It covers data preparation, notebook… Read the review →

Strengths and trade-offs

• H2O Driverless AI — where it wins

  • Automates feature engineering, validation, tuning, and model selection
  • Supports time-series forecasting and prediction explanations
  • Offers cloud or self-hosted deployment with REST endpoints and scoring artifacts

  Where it doesn't

  • Subscription pricing requires contacting sales
  • No free plan; access is through a 21-day trial
  • Commercial licensing and support status merit review before purchase

• Huawei ModelArts — where it wins

  • Low-code workflows span data, training, evaluation, and deployment
  • Tracks experiments, model versions, datasets, and training results
  • Supports real-time, batch, and edge inference deployment

  Where it doesn't

  • Deployment is cloud-only
  • Compute costs vary by specification, node count, duration, and region
  • Resource planning is required for dedicated pools, Lite Clusters, or Lite Servers

• H2O Driverless AI6.9/10 · Pricing on request · 21-day trial

  Automates model development and deployment for teams that need configurable AutoML.

  Visit H2O.aiFull verdict →
• HMHuawei ModelArts6.2/10 · Paid

  A visual, cloud-based ML lifecycle platform for Huawei Cloud teams.

  Visit ModelArtsFull verdict →