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Software · head to head

Comet ML vs Monday.com

Comet ML logo

Comet ML

Software

Platform for tracking, comparing, and optimizing ML experiments

From
Free
Rated
-
Full reviewWebsite
Monday.com logo

Monday.com

Software

A platform built for a new way of working

From
Free
Rated
-
Full reviewWebsite

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; Monday.com expensive at scale with 3-seat minimum and costs increasing quickly with team size
  • They diverge on capability: Comet ML covers Experiment tracking, Monday.com covers Customizable workflows.

Where they differ

Only the attributes on which Comet ML and Monday.com actually diverge.

Attributes where Comet ML and Monday.com differ
AttributeComet MLMonday.com
Pricing modelfreemiumUnknown
PlatformsWeb, Linux, Mac, WindowsWeb, iOS, Android
Founded20172012

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Unknown).

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 Monday.com

  • Customizable workflows
  • Multiple views (Kanban, Gantt, Calendar)
  • Automation engine
  • Real-time collaboration
  • Mobile apps
  • Forms
  • Dashboards
  • Workload management

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 Monday.com
  • Monitoring and evaluating LLM applications with tracingnot Monday.com

Monday.com

  • Project managementnot Comet ML
  • Sales CRMnot Comet ML
  • Marketing campaignsnot Comet ML
  • HR processesnot Comet ML
  • IT ticketingnot 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

Monday.com

  • Expensive at scale with 3-seat minimum and costs increasing quickly with team size
  • Limited free plan with only 2 users and 3 boards
  • Mobile app provides reduced functionality compared to web version
  • Email CC/BCC limitations for looping in stakeholders without full board access
  • WorkForms can only create new items, not update existing ones

Pricing, plan by plan

Comet ML

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

Monday.com

Free

No published plan breakdown. See the Monday.com review.

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.
Comet ML review

Choose Monday.com if

  • You need customizable workflows.
  • You want to start without paying.
  • You work on Web, iOS, Android.
  • You also want multiple views (kanban, gantt, calendar).
Monday.com review

Questions people ask

Is Comet ML or Monday.com better?
Neither clearly leads. Comet ML starts at Free and Monday.com at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Comet ML or Monday.com?
Comet ML starts at Free and Monday.com at Free.
Does Comet ML or Monday.com run on more platforms?
Comet ML runs on Web, Linux, Mac, Windows. Monday.com runs on Web, iOS, Android.
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 Monday.com is typically brought in for.
What can Comet ML do that Monday.com cannot?
Comet ML covers Experiment tracking, Code versioning, Model registry, Hyperparameter optimization. Monday.com covers Customizable workflows, Multiple views (Kanban, Gantt, Calendar), Automation engine, Real-time collaboration.

Answered from the vendors’ own pages

Monday.com: Does Monday.com have a free plan?

Yes, Monday.com offers a free plan limited to 2 users and 3 boards. Paid plans start at around $9 per seat per month and require a minimum of 3 seats.

Source
Monday.com: Can I use Monday.com on mobile?

Monday.com is available on iOS and Android, but the mobile app lacks the full depth of the desktop version, making complex board management more difficult on the go.

Source
Monday.com: Does Monday.com support offline work?

Monday.com is primarily a cloud-based platform and does not have robust offline capabilities. You need an internet connection to access and edit boards.

Source
Monday.com: What is Monday.com's pricing based on?

Pricing is based on the number of seats and which product module you choose (Work Management, Sales CRM, Dev, or Service). Each module has different features and pricing.

Source
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Related pages

More on Comet ML

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