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Machine Learning · head to head

RapidMiner vs Recorded Future

RapidMiner logo

RapidMiner

Machine Learning

Visual workflow data science platform, now sold by Altair as AI Studio

From
Free
Rated
-
Full reviewWebsite
Recorded Future logo

Recorded Future

Cybersecurity

Intelligence-driven cybersecurity

From
$25000/year
Rated
-
Full reviewWebsite

The short version

  • Only RapidMiner has a free tier, so it costs nothing to try first.
  • Each has a real cost: RapidMiner processes are stored as the product's own XML, so they cannot be meaningfully diffed, reviewed in a pull request or executed anywhere else, and a team's accumulated work is not portable in any practical sense.; Recorded Future no pricing published; all three tiers (Core, Professional, Elite) require sales contact for quotes
  • They diverge on capability: RapidMiner covers Visual process canvas, 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 RapidMiner and Recorded Future actually diverge.

Attributes where RapidMiner and Recorded Future differ
AttributeRapidMinerRecorded Future
Starting priceFree$25000/year
Pricing modelfreemiumsubscription
Free tierYesNo
PlatformsLinux, Mac, Windows, WebWeb, Api, Cloud
CategoryMachine LearningCybersecurity
Founded20072009

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 RapidMiner

  • Visual process canvas
  • Operator library
  • Automatic modelling
  • Python and R operators
  • Validation operators
  • Text and time series extensions
  • AI Hub server
  • Altair portfolio integration

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.

RapidMiner

  • Modelling work in an engineering organisation where the analysis must be reviewable by people who do not codenot Recorded Future
  • Teaching data science concepts, where seeing the validation split as a visible connection is more instructive than reading a function callnot Recorded Future
  • Companies already holding Altair licences, where adding this draws on units already purchased rather than a new procurementnot Recorded Future
  • Business analysts building predictive workflows without a data science team to hand the problem tonot Recorded Future

Recorded Future

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

Where each one falls short

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

RapidMiner

  • Processes are stored as the product's own XML, so they cannot be meaningfully diffed, reviewed in a pull request or executed anywhere else, and a team's accumulated work is not portable in any practical sense.
  • The operator library is the ceiling, and anything beyond it means dropping into an embedded Python or R operator, at which point the code sits inside a visual container that provides none of the version control, testing or debugging a normal repository would.
  • Two changes of ownership in three years, Altair in 2022 and Siemens thereafter, have already moved the product's name, packaging and licensing, so a buyer is committing to a roadmap decided inside a much larger engineering software business.
  • Licensing draws on Altair's shared units pool, so running heavy modelling work consumes capacity that other teams in the organisation were relying on for different products, which makes cost attribution and capacity planning awkward.
  • Scheduling and deployment require AI Hub as a separate server product to install, license and operate, so a model built on the desktop is not in production until another purchase and another installation have been completed.

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

RapidMiner

Free
  • FreeFree
    • 10,000 data rows
    • 1 logical processor
  • ProfessionalFree
    • Unlimited data
    • Full features
    • 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 RapidMiner if

  • You need visual process canvas.
  • You want to start without paying.
  • You work on Linux, Mac, Windows, Web.
  • You also want operator library.
RapidMiner 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 RapidMiner or Recorded Future better?
Neither clearly leads. RapidMiner 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, RapidMiner or Recorded Future?
RapidMiner has a free tier; the other does not. Paid plans start at Free for RapidMiner and $25000/year for Recorded Future.
Does RapidMiner or Recorded Future run on more platforms?
RapidMiner runs on Linux, Mac, Windows, Web. Recorded Future runs on Web, Api, Cloud.
Can I use RapidMiner for free?
Yes. RapidMiner has a free tier, so you can try it without paying. Recorded Future starts at $25000/year.
What is RapidMiner best used for?
RapidMiner is most often used for modelling work in an engineering organisation where the analysis must be reviewable by people who do not code, teaching data science concepts, where seeing the validation split as a visible connection is more instructive than reading a function call, companies already holding altair licences, where adding this draws on units already purchased rather than a new procurement, business analysts building predictive workflows without a data science team to hand the problem to. Of those, modelling work in an engineering organisation where the analysis must be reviewable by people who do not code and teaching data science concepts, where seeing the validation split as a visible connection is more instructive than reading a function call are not what Recorded Future is typically brought in for.
What can RapidMiner do that Recorded Future cannot?
RapidMiner covers Visual process canvas, Operator library, Automatic modelling, Python and R operators. Recorded Future covers Real-time threat intelligence, Vulnerability intelligence, Internet-wide data analysis, Insikt group intelligence.

Answered from the vendors’ own pages

RapidMiner: Is it still called RapidMiner?

The desktop product is now Altair AI Studio and the server is Altair AI Hub. The RapidMiner name persists in documentation, community material and most search results, which makes finding current information harder than it should be.

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
RapidMiner: Is there a free version?

Altair has offered free and academic editions with usage limits, but the terms have moved with each ownership change, so check what is currently on offer rather than relying on what the free tier allowed a few years ago.

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
RapidMiner: Do I need to write code?

No, which is the point of it. You will write some once you hit the edge of the operator library, and at that stage the tool works against you rather than for you.

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
RapidMiner: Can I put a model into production?

Through AI Hub, which is a separate licensed server. The desktop tool builds and validates; it does not schedule or serve.

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
RapidMiner: How does licensing work?

Through Altair's units model, where a pool of purchased units is drawn on by whichever Altair products your organisation runs, rather than a per-seat licence specific to this product.

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