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Machine Learning · head to head

KNIME vs Resemble AI

KNIME logo

KNIME

Machine Learning

Open source data analytics and integration platform

From
Free
Free plan
Yes
Full reviewWebsite
Resemble AI logo

Resemble AI

AI

Voice cloning, text-to-speech, and AI-generated media detection platform

From
Free
Free plan
Yes
Full reviewWebsite

The short version

  • Each has a real cost: KNIME the free Analytics Platform runs locally only, so anything shared or scheduled requires a paid Hub; Resemble AI the Team plan jumps to $350/month for just 5 seats, a steep increase from the free Flex tier.
  • They diverge on capability: KNIME covers Visual workflows, Resemble AI covers Instant and professional voice cloning.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which KNIME and Resemble AI actually diverge.

Attributes where KNIME and Resemble AI differ
AttributeKNIMEResemble AI
PlatformsLinux, Mac, Windowsweb, api
CategoryMachine LearningAI
Founded2004Unknown

Identical on both: starting price (Free), pricing model (freemium), free tier (Yes), 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 KNIME

  • Visual workflows
  • Data preprocessing
  • Machine learning
  • Visualization
  • Reporting
  • Python
  • R
  • Spark

Only in Resemble AI

  • Instant and professional voice cloning
  • Text-to-speech
  • Speech-to-speech conversion
  • Deepfake detection
  • PerTh watermarking
  • Microsoft Teams integration

What people use each for

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

KNIME

  • Data science and machine learning workflowsnot Resemble AI
  • ETL and data pipeline automationnot Resemble AI
  • Predictive analytics and modelingnot Resemble AI

Resemble AI

  • Cloning voices for branded synthetic voice contentnot KNIME
  • Generating multilingual text-to-speech audionot KNIME
  • Detecting deepfake audio, video, or images in meetings and medianot KNIME
  • Watermarking AI-generated content for regulatory compliancenot KNIME

Where each one falls short

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

KNIME

  • The free Analytics Platform runs locally only, so anything shared or scheduled requires a paid Hub
  • The free AI assistant is limited to 20 interactions a month
  • Paid workflow runtime is metered in credits, with 120 included on Pro and overage at $0.025 per vCore minute
  • The Team plan at $99 a month includes 3 members, with additional seats at $49 a month each
  • Business Hub pricing is on request, and its tiers are capped at 4, 8 and 16 vCores with 5, 5 and 20 users

Resemble AI

  • The Team plan jumps to $350/month for just 5 seats, a steep increase from the free Flex tier.
  • Detection accuracy rates (99.5% audio, 98% video, 96% image) mean some deepfakes can still go undetected.
  • SSO and org-wide security features are only available starting on the $1,000/month Business plan.
  • Voice cloning of another person's voice requires explicit consent verification, adding friction to some workflows.

Pricing, plan by plan

KNIME

Free
  • Analytics PlatformFree
    • 300+ data sources
    • Unlimited local processing
    • K-AI assistant (20 interactions/month)
  • Pro$19/month
    • 120 workflow runtime credits
    • Data app deployment
    • K-AI (500 interactions/month)
  • Team$99/month
    • All Pro features
    • Collaboration spaces for up to 3 team members
    • Additional members: $49/month each
  • Business Hub$null/month
    • Enterprise automation and governance
    • LDAP/OAuth authentication
    • Staged deployment

Resemble AI

Free
  • FlexFree
    • 1 team seat
    • No credit card required
    • Pay-as-you-go usage
  • Team$350/month
    • 5 team seats
    • Lower usage rates on select services
    • $280/month with annual billing
  • Business$1000/month
    • 20 team seats
    • SSO
    • Org-wide calendar integration
  • Enterprise$undefined/mo
    • Volume discounts
    • Custom SLAs
    • Dedicated support

Which should you pick?

Choose KNIME if

  • You need visual workflows.
  • You want to start without paying.
  • You work on Linux, Mac, Windows.
  • You also want data preprocessing.
KNIME review

Choose Resemble AI if

  • You need instant and professional voice cloning.
  • You want to start without paying.
  • You work on web, api.
  • You also want text-to-speech.
Resemble AI review

Questions people ask

Is KNIME or Resemble AI better?
Neither clearly leads. KNIME starts at Free and Resemble AI at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, KNIME or Resemble AI?
KNIME starts at Free and Resemble AI at Free.
Does KNIME or Resemble AI run on more platforms?
KNIME runs on Linux, Mac, Windows. Resemble AI runs on web, api.
Can I use KNIME for free?
Both have a free tier, so you can try either at no cost before committing.
What is KNIME best used for?
KNIME is most often used for data science and machine learning workflows, etl and data pipeline automation, predictive analytics and modeling. Of those, data science and machine learning workflows and etl and data pipeline automation are not what Resemble AI is typically brought in for.
What can KNIME do that Resemble AI cannot?
KNIME covers Visual workflows, Data preprocessing, Machine learning, Visualization. Resemble AI covers Instant and professional voice cloning, Text-to-speech, Speech-to-speech conversion, Deepfake detection.

Answered from the vendors’ own pages

KNIME: Is KNIME free?

Yes, KNIME Analytics Platform is free with 300+ data sources, unlimited local processing, and 20 K-AI assistant interactions per month.

Source
Resemble AI: What does Resemble AI cost?

Resemble AI offers a free Flex pay-as-you-go plan, a Team plan at $350/month, a Business plan at $1,000/month, and custom Enterprise pricing, with lower monthly rates available on annual billing.

Source
KNIME: What do KNIME paid plans cost?

Pro plan starts at $19/month with 120 runtime credits. Team plan starts at $99/month for up to 3 members, with additional members at $49/month each.

Source
Resemble AI: Is there a free plan, and what are its limits?

The Flex plan is free with 1 team seat, no credit card required, and pay-as-you-go usage where purchased credits never expire.

Source
KNIME: What is KNIME's runtime credit system?

Pro and Team plans include runtime credits for workflow execution. Additional runtime beyond included credits costs $0.025 per vCore minute.

Source
Resemble AI: How is usage metered?

Usage is billed per second or per image processed for detection (e.g. $0.035/sec for audio detection on Flex, dropping to $0.015/sec on Team and Business), with separate rates for video and intelligence analysis.

Source
KNIME: Does KNIME offer enterprise pricing?

Yes, Business Hub is available for enterprises needing automation, governance, LDAP/OAuth auth, and dedicated resources. Pricing available on request.

Source
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