Softwr

Machine Learning & Data Science · head to head

Comet ML vs Miro Education

Comet ML logo

Comet ML

Machine Learning & Data Science

Platform for tracking, comparing, and optimizing ML experiments

From
Free
Rated
-
Miro Education logo

Miro Education

Education & E-Learning

Visual collaboration platform for interactive learning

From
Free
Rated
-

The short version

  • Each has a real cost: Comet ML the free cloud tier caps data at 25,000 spans a month with 60 day retention; Miro Education free Student plan is capped at 10 team members and expires after 2 years
  • They diverge on capability: Comet ML covers Experiment tracking, Miro Education covers Infinite canvas.

Where they differ

Only the attributes on which Comet ML and Miro Education actually diverge.

Attributes where Comet ML and Miro Education differ
AttributeComet MLMiro Education
PlatformsWeb, Linux, Mac, WindowsWeb, IOS, Android, Windows, MacOS
CategoryMachine Learning & Data ScienceEducation & E-Learning
Founded20172011

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 Comet ML

  • Experiment tracking
  • Code versioning
  • Model registry
  • Hyperparameter optimization
  • Production monitoring
  • PyTorch
  • TensorFlow
  • Keras

Only in Miro Education

  • Infinite canvas
  • Real-time collaboration
  • Templates
  • Video chat
  • Presentation mode
  • Timer
  • Voting
  • Sticky notes

Both cover

  • Web support
  • Windows support

What people use each for

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

Comet ML

  • Tracking machine learning experiments, metrics and model versionsnot Miro Education
  • Monitoring and evaluating LLM applications with tracingnot Miro Education

Miro Education

  • Classrooms and universities collaborating on visual boards and diagramsnot Comet ML

Where each one falls short

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

Comet ML

  • The free cloud tier caps data at 25,000 spans a month with 60 day retention
  • Retention stays at 60 days even on the paid Pro plan, and extending it is a $29 per 100k spans add on
  • Overage on Pro is $5 per additional 100,000 spans
  • The free MLOps tier is a single user with 100 GB of storage and training hours governed by a fair usage policy
  • Pro MLOps is $19 per user per month and caps the team at 10 users

Miro Education

  • Free Student plan is capped at 10 team members and expires after 2 years
  • Institution plan pricing is custom and quote only, described only as starting at 50% off the regular price

Pricing, plan by plan

Comet ML

Free
  • FreeFree
    • 100 experiments
    • Basic features
    • Community support
  • Team$179/month
    • Unlimited experiments
    • Team collaboration
    • Priority support

Miro Education

Free
  • Free for EducationFree
    • Unlimited boards
    • Basic templates
    • Collaboration
  • Education Plan$undefined/month
    • Admin controls
    • SSO
    • LMS integration

Which should you pick?

Choose Comet ML if

  • You need experiment tracking.
  • You want to start without paying.
  • You work on Web, Linux, Mac, Windows.
  • You also want code versioning.

Choose Miro Education if

  • You need infinite canvas.
  • You want to start without paying.
  • You work on Web, IOS, Android, Windows, MacOS.
  • You also want real-time collaboration.

Questions people ask

Is Comet ML or Miro Education better?
Neither clearly leads. Comet ML starts at Free and Miro Education at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Comet ML or Miro Education?
Comet ML starts at Free and Miro Education at Free.
Does Comet ML or Miro Education run on more platforms?
Comet ML runs on Web, Linux, Mac, Windows. Miro Education runs on Web, IOS, Android, Windows, MacOS.
Can I use Comet ML for free?
Both have a free tier, so you can try either at no cost before committing.
What is Comet ML best used for?
Comet ML is most often used for tracking machine learning experiments, metrics and model versions, monitoring and evaluating llm applications with tracing. Of those, tracking machine learning experiments, metrics and model versions and monitoring and evaluating llm applications with tracing are not what Miro Education is typically brought in for.
What can Comet ML do that Miro Education cannot?
Comet ML covers Experiment tracking, Code versioning, Model registry, Hyperparameter optimization. Miro Education covers Infinite canvas, Real-time collaboration, Templates, Video chat. Both handle Web support, Windows support.

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