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Machine Learning · head to head

H2O.ai vs Recorded Future

H2O.ai logo

H2O.ai

Machine Learning

AI Cloud for building and deploying AI applications

From
Free
Rated
-
Full reviewWebsite
Recorded Future logo

Recorded Future

Cybersecurity

Intelligence-driven cybersecurity

From
$25000/year
Rated
-
Full reviewWebsite

The short version

  • Only H2O.ai has a free tier, so it costs nothing to try first.
  • Each has a real cost: H2O.ai java is always required to run H2O-3 even when working from R or Python, and only a 64-bit JRE or JDK is supported; Recorded Future no pricing published; all three tiers (Core, Professional, Elite) require sales contact for quotes
  • They diverge on capability: H2O.ai covers AutoML, Recorded Future covers Real-time threat intelligence.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which H2O.ai and Recorded Future actually diverge.

Attributes where H2O.ai and Recorded Future differ
AttributeH2O.aiRecorded Future
Starting priceFree$25000/year
Pricing modelfreemiumsubscription
Free tierYesNo
PlatformsWeb, CloudWeb, Api, Cloud
CategoryMachine LearningCybersecurity
Founded20112009

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in H2O.ai

  • AutoML
  • Distributed computing
  • Feature engineering
  • Model explainability
  • Time series forecasting
  • Spark
  • Hadoop
  • Python

Only in Recorded Future

  • Real-time threat intelligence
  • Vulnerability intelligence
  • Internet-wide data analysis
  • Insikt group intelligence
  • Brand intelligence
  • API-first platform
  • Alert and notification system
  • Custom reporting

What people use each for

The jobs each tool is most often brought in to do.

H2O.ai

  • Distributed in-memory machine learning over large datasetsnot Recorded Future
  • Training and productionising models from R or Python against a shared H2O clusternot Recorded Future

Recorded Future

  • Threat intelligence and monitoringnot H2O.ai
  • Dark web monitoring and brand protectionnot H2O.ai
  • Third-party risk managementnot H2O.ai
  • Security operations and incident responsenot H2O.ai

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

H2O.ai

  • Java is always required to run H2O-3 even when working from R or Python, and only a 64-bit JRE or JDK is supported
  • Supported Java versions stop at Java SE 17; newer versions only run by forcing an unsupported version flag and are guaranteed for experiments rather than production
  • H2O-3 only supports numpy below version 2, so a numpy 2 environment must be downgraded
  • Supported Python versions are limited to 3.7 through 3.11
  • The Flow web UI requires an internet browser and is the only graphical interface

Recorded Future

  • No pricing published; all three tiers (Core, Professional, Elite) require sales contact for quotes
  • Pricing depends on organization size, usage levels, and services in addition to tier selection
  • API usage limits vary by package but limits not specified on pricing page

Pricing, plan by plan

H2O.ai

Free
  • H2O-3 Open SourceFree
    • Core algorithms
    • AutoML
    • Community support
  • Driverless AIFree
    • Automatic feature engineering
    • Model explainability
    • Enterprise support

Recorded Future

$25000/year
  • Threat Intelligence$25000/year
    • Threat feeds
    • IP reputation
    • Domain analysis
  • Vulnerability Intelligence$35000/year
    • CVE monitoring
    • Patch intelligence
    • Vulnerability trending
  • Complete Intelligence$50000/year
    • All features
    • Analyst access
    • Dedicated feed

Which should you pick?

Choose H2O.ai if

  • You need automl.
  • You want to start without paying.
  • You work on Web, Cloud.
  • You also want distributed computing.
H2O.ai review

Choose Recorded Future if

  • You need real-time threat intelligence.
  • You work on Web, Api, Cloud.
  • You also want vulnerability intelligence.
Recorded Future review

Questions people ask

Is H2O.ai or Recorded Future better?
Neither clearly leads. H2O.ai starts at Free and Recorded Future at $25000/year, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, H2O.ai or Recorded Future?
H2O.ai has a free tier; the other does not. Paid plans start at Free for H2O.ai and $25000/year for Recorded Future.
Does H2O.ai or Recorded Future run on more platforms?
H2O.ai runs on Web, Cloud. Recorded Future runs on Web, Api, Cloud.
Can I use H2O.ai for free?
Yes. H2O.ai has a free tier, so you can try it without paying. Recorded Future starts at $25000/year.
What is H2O.ai best used for?
H2O.ai is most often used for distributed in-memory machine learning over large datasets, training and productionising models from r or python against a shared h2o cluster. Of those, distributed in-memory machine learning over large datasets and training and productionising models from r or python against a shared h2o cluster are not what Recorded Future is typically brought in for.
What can H2O.ai do that Recorded Future cannot?
H2O.ai covers AutoML, Distributed computing, Feature engineering, Model explainability. Recorded Future covers Real-time threat intelligence, Vulnerability intelligence, Internet-wide data analysis, Insikt group intelligence.

Answered from the vendors’ own pages

H2O.ai: Is H2O open source and free?

Yes. H2O-3 OSS is free and Apache-licensed, designed for self-managed and experimental workflows. H2O.ai also offers enterprise cloud solutions with additional features.

Source
Recorded Future: What are the main pricing tiers offered by Recorded Future?

Recorded Future offers three tiers: Core (foundational intelligence), Professional (marked most-popular with automation and autonomous threat hunts), and Elite (comprehensive coverage including third-party risk assessment). Specific pricing requires contacting sales.

Source
H2O.ai: How many companies use H2O's open source platform?

Over 18,000 companies across Finance, Insurance, Healthcare, Retail, Telco, Sales, and Marketing use H2O's open-source machine learning platform.

Source
Recorded Future: What is included in Recorded Future's Core pricing tier?

Core tier includes cyber operations monitoring with threat and malware insights, digital risk protection covering dark web monitoring and credential detection, and the new digital risk hub. Exact cost depends on organization size and usage.

Source
Recorded Future: What features does Recorded Future Professional tier add?

Professional tier adds autonomous threat hunts, continuous threat monitoring, automated threat preventions, external intelligence ingestion, and external asset discovery. Pricing is custom-quoted based on organization size and services.

Source
Recorded Future: How does Recorded Future handle user limits and API access?

Recorded Future does not limit the number of platform users or integrations across any tier. API usage limits vary by package tier but exact limits are not specified on the public pricing page.

Source
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