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Technology · head to head

Monday.com vs Neptune.ai

Monday.com logo

Monday.com

Technology

A platform built for a new way of working

From
Free
Rated
-
Full reviewWebsite
Neptune.ai logo

Neptune.ai

Machine Learning

Metadata store for MLOps

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Monday.com expensive at scale with 3-seat minimum and costs increasing quickly with team size; Neptune.ai free tier limited to 100 hours per month, exhausted quickly with serious ML work
  • They diverge on capability: Monday.com covers Customizable workflows, Neptune.ai covers Experiment tracking.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Monday.com and Neptune.ai actually diverge.

Attributes where Monday.com and Neptune.ai differ
AttributeMonday.comNeptune.ai
PlatformsWeb, iOS, AndroidWeb, Self-hosted
CategoryTechnologyMachine Learning
Founded20122017

Identical on both: starting price (Free), pricing model (Unknown), 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 Monday.com

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

Only in Neptune.ai

  • Experiment tracking
  • Model registry
  • Metadata logging
  • Comparison views
  • Custom dashboards
  • PyTorch
  • TensorFlow
  • Keras

What people use each for

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

Monday.com

  • Project managementnot Neptune.ai
  • Sales CRMnot Neptune.ai
  • Marketing campaignsnot Neptune.ai
  • HR processesnot Neptune.ai
  • IT ticketingnot Neptune.ai

Neptune.ai

  • Machine learningnot Monday.com
  • Data analysisnot Monday.com
  • Model trainingnot Monday.com
  • Predictive analyticsnot Monday.com

Where each one falls short

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

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

Neptune.ai

  • Free tier limited to 100 hours per month, exhausted quickly with serious ML work
  • Lacks hyperparameter sweeps compared to Weights and Biases
  • No pipeline orchestration or broader MLOps lifecycle management
  • Dashboard visualization limitations - automatic resizing affects visualization order and size
  • Cloud-based SaaS only (as of last available service) requires internet connectivity

Pricing, plan by plan

Monday.com

Free

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

Neptune.ai

Free

No published plan breakdown. See the Neptune.ai review.

Which should you pick?

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

Choose Neptune.ai if

  • You need experiment tracking.
  • You want to start without paying.
  • You work on Web, Self-hosted.
  • You also want model registry.
Neptune.ai review

Questions people ask

Is Monday.com or Neptune.ai better?
Neither clearly leads. Monday.com starts at Free and Neptune.ai at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Monday.com or Neptune.ai?
Monday.com starts at Free and Neptune.ai at Free.
Does Monday.com or Neptune.ai run on more platforms?
Monday.com runs on Web, iOS, Android. Neptune.ai runs on Web, Self-hosted.
Can I use Monday.com for free?
Both have a free tier, so you can try either at no cost before committing.
What is Monday.com best used for?
Monday.com is most often used for project management, sales crm, marketing campaigns, hr processes. Of those, project management and sales crm are not what Neptune.ai is typically brought in for.
What can Monday.com do that Neptune.ai cannot?
Monday.com covers Customizable workflows, Multiple views (Kanban, Gantt, Calendar), Automation engine, Real-time collaboration. Neptune.ai covers Experiment tracking, Model registry, Metadata logging, Comparison views.

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
Neptune.ai: Does Neptune.ai support self-hosting?

Yes. Neptune can be self-hosted on a Kubernetes cluster with ClickHouse, MySQL, and Redis dependencies, allowing organizations to maintain full data control.

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
Neptune.ai: What machine learning frameworks does Neptune integrate with?

Neptune integrates with PyTorch, TensorFlow, Keras, scikit-learn, XGBoost, LightGBM, Hugging Face Transformers, and Optuna for hyperparameter optimization.

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
Neptune.ai: What is the cost for a team of 10 data scientists?

Neptune's Team plan costs $49 per user per month, resulting in $490/month for 10 users, comparable to Weights and Biases at $50/user.

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
Neptune.ai: When is Neptune.ai shutting down?

Neptune.ai is shutting down its external SaaS service on March 5, 2026, following its acquisition by OpenAI in December 2025. Customers must export and migrate data before that date.

Source
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