Software · head to head
Asana vs Comet ML
Comet ML
Software
Platform for tracking, comparing, and optimizing ML experiments
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Asana the free Personal tier is capped at 2 users, so it does not cover a small team; Comet ML the free cloud tier caps data at 25,000 spans a month with 60 day retention
- They diverge on capability: Asana covers Multiple project views, Comet ML covers Experiment tracking.
Where they differ
Only the attributes on which Asana and Comet ML actually diverge.
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 Asana
- Multiple project views
- Task dependencies
- Milestones
- Portfolios
- Goals & OKRs
- Workflow automation
- Resource management
- Reporting dashboards
Only in Comet ML
- Experiment tracking
- Code versioning
- Model registry
- Hyperparameter optimization
- Production monitoring
- PyTorch
- TensorFlow
- Keras
What people use each for
The jobs each tool is most often brought in to do.
Asana
- Project planning & trackingnot Comet ML
- Campaign managementnot Comet ML
- Product launchesnot Comet ML
- Event planningnot Comet ML
- Agile & Scrum managementnot Comet ML
Comet ML
- Tracking machine learning experiments, metrics and model versionsnot Asana
- Monitoring and evaluating LLM applications with tracingnot Asana
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Asana
- The free Personal tier is capped at 2 users, so it does not cover a small team
- Timeline and Gantt views, reporting dashboards and time tracking all require Starter at $10.99 per user per month
- Portfolios, goals, workload management and approvals need Advanced at $24.99 per user per month
- Salesforce, Tableau and Power BI integrations are Advanced or above
- Monthly billing costs more, at $13.49 and $30.49 against the annual rates
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
Pricing, plan by plan
Asana
FreeNo published plan breakdown. See the Asana review.
Comet ML
Free- FreeFree
- 100 experiments
- Basic features
- Community support
- Team$179/month
- Unlimited experiments
- Team collaboration
- Priority support
Which should you pick?
Choose Asana if
- You need multiple project views.
- You want to start without paying.
- You work on Web, iOS, Android.
- You also want task dependencies.
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.
Questions people ask
- Is Asana or Comet ML better?
- Neither clearly leads. Asana starts at Free and Comet ML at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Asana or Comet ML?
- Asana starts at Free and Comet ML at Free.
- Does Asana or Comet ML run on more platforms?
- Asana runs on Web, iOS, Android. Comet ML runs on Web, Linux, Mac, Windows.
- Can I use Asana for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Asana best used for?
- Asana is most often used for project planning & tracking, campaign management, product launches, event planning. Of those, project planning & tracking and campaign management are not what Comet ML is typically brought in for.
- What can Asana do that Comet ML cannot?
- Asana covers Multiple project views, Task dependencies, Milestones, Portfolios. Comet ML covers Experiment tracking, Code versioning, Model registry, Hyperparameter optimization.
Answered from the vendors’ own pages
Asana: Does Asana have a free tier?
Yes. Asana offers a free Personal plan for up to 2 users, plus free trial access to paid plans.
SourceAsana: What is the starting price for Asana paid plans?
Asana Starter plan begins at $10.99 per user per month when billed annually, or $13.49 per user when billed monthly.
SourceAsana: Does Asana integrate with other work tools?
Yes. Asana offers 200+ integrations including Slack, Google Workspace, Microsoft Teams, Salesforce, Jira, and Zoom.
SourceRelated pages
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