Machine Learning · head to head
Alteryx vs Comet ML
Comet ML
Machine Learning
Platform for tracking, comparing, and optimizing ML experiments
- From
- Free
- Rated
- -
The short version
- Only Comet ML has a free tier, so it costs nothing to try first.
- Each has a real cost: Alteryx starter is $250 per user per month billed annually, and the Professional and Enterprise editions are quote-only; Comet ML the free cloud tier caps data at 25,000 spans a month with 60 day retention
- They diverge on capability: Alteryx covers Data preparation, Comet ML covers Experiment tracking.
- Prices and features above were last checked on 30 August 2026.
Where they differ
Only the attributes on which Alteryx and Comet ML actually diverge.
Identical on both: user rating (Not yet rated), category (Machine Learning).
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 Alteryx
- Data preparation
- Data blending
- Predictive analytics
- Spatial analytics
- Reporting
- Python
- R
- Snowflake
Only in Comet ML
- Experiment tracking
- Code versioning
- Model registry
- Hyperparameter optimization
- Production monitoring
- PyTorch
- TensorFlow
- Keras
Both cover
- Windows support
- Web support
What people use each for
The jobs each tool is most often brought in to do.
Alteryx
- Data preparation and building AI-ready datasetsnot Comet ML
- Predictive analytics without writing codenot Comet ML
- Automating and orchestrating repeatable analytics workflowsnot Comet ML
- Enterprise reporting with governed, reusable logicnot Comet ML
- Connecting to Snowflake, Databricks and cloud warehouses alongside on-premises systemsnot Comet ML
Comet ML
- LLM observability and monitoringnot Alteryx
- AI agent testing and debuggingnot Alteryx
- Experiment tracking for machine learningnot Alteryx
- Model registry and version managementnot Alteryx
- ML model training monitoringnot Alteryx
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Alteryx
- Starter is $250 per user per month billed annually, and the Professional and Enterprise editions are quote-only
- Automation runs are metered, with 50 included on Starter and 15,000 on Professional, and more must be bought
- Cost depends on three separate dimensions at once: edition, user role and automation capacity
- Advanced analytics, governance and orchestration are withheld from the entry edition
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
Alteryx
$250/month- Starter Edition$250/month
- 1-10 users
- 50 automation runs included
- Cloud only
- Professional Edition$null/month
- Basic and Full users
- 15,000 automation runs included
- Cloud and desktop deployment
- Enterprise Edition$null/month
- All user types
- 15,000 automation runs included
- All deployment options
Comet ML
Free- Free CloudFree
- Up to 10 team members
- 25,000 spans per month
- 60-day data retention
- Pro Cloud$19/month
- Up to 50 team members
- 100,000 spans per month
- 60-day data retention
- MLOps FreeFree
- 1 user with fair usage policy
- Experiment tracking
- Dataset management
- MLOps Pro$19/user/month
- Up to 10 users
- 1,500 training hours included
- 500GB storage included
Which should you pick?
Choose Alteryx if
- You need data preparation.
- You work on Windows, Web.
- You also want data blending.
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 Alteryx or Comet ML better?
- Neither clearly leads. Alteryx starts at $250/month and Comet ML at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Alteryx or Comet ML?
- Comet ML has a free tier; the other does not. Paid plans start at $250/month for Alteryx and Free for Comet ML.
- Does Alteryx or Comet ML run on more platforms?
- Alteryx runs on Windows, Web. Comet ML runs on Web, Linux, Mac, Windows.
- Can I use Comet ML for free?
- Yes. Comet ML has a free tier, so you can try it without paying. Alteryx starts at $250/month.
- What is Alteryx best used for?
- Alteryx is most often used for data preparation and building ai-ready datasets, predictive analytics without writing code, automating and orchestrating repeatable analytics workflows, enterprise reporting with governed, reusable logic. Of those, data preparation and building ai-ready datasets and predictive analytics without writing code are not what Comet ML is typically brought in for.
- What can Alteryx do that Comet ML cannot?
- Alteryx covers Data preparation, Data blending, Predictive analytics, Spatial analytics. Comet ML covers Experiment tracking, Code versioning, Model registry, Hyperparameter optimization. Both handle Windows support, Web support.
Answered from the vendors’ own pages
Alteryx: How much does Alteryx Starter cost?
Alteryx Starter Edition costs $250 USD per user per month when billed annually, for teams of 1-10 users.
SourceComet ML: Does Comet.ml offer a free plan?
Yes, Comet.ml offers free tiers for both Opik (cloud observability) and MLOps platforms. Free Cloud Opik includes up to 10 team members and 25,000 spans/month. Free MLOps tier is limited to 1 user.
SourceAlteryx: Is there a free trial for Alteryx?
Yes, Alteryx offers a 30-day free trial to evaluate the platform before committing to a paid plan.
SourceComet ML: How many team members can use the free Comet.ml tier?
Free Cloud supports up to 10 team members. The Pro Cloud plan supports up to 50 team members at $19/month.
SourceAlteryx: What differentiates Alteryx Professional from Starter?
Professional Edition supports both Basic and Full user roles, includes 15,000 automation runs, offers cloud and desktop deployment, connects to 100+ data sources, and enables advanced data preparation and macros. Professional and Enterprise editions require contacting sales for pricing.
SourceComet ML: What is a span in Comet.ml pricing?
A span represents a single tracked operation such as model requests or function calls. Free Cloud tier includes 25,000 spans per month.
SourceComet ML: Does Comet.ml offer academic pricing?
Yes, a free Pro plan is available for academic users; verification is required via signup.
SourceRelated pages
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