Comet vs Domino Data Lab

Comet8.5Visit Domino Data Lab6.9Visit

Higher score Comet #2 in Experiment Tracking 8.5/10 Free plan · paid from $19/user/mo Free plan✓ 1 of 3 features Visit Comet

vs

Domino Data Lab #7 in Experiment Tracking 6.9/10 Pricing on request ✓ 3 of 3 features Try Domino Data Lab

• Comet fits best

  Teams comparing runs and managing experiment artifacts

• Domino Data Lab fits best

  Enterprise teams prioritizing reproducibility and governance

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Side by side

Feature	Comet 8.5/10 Visit ↗	Domino Data Lab 6.9/10 Visit ↗
At a glance
Editor score	8.5	6.9
Ranking	#2 in Experiment Tracking	#7 in Experiment Tracking
Best for	Teams comparing runs and managing experiment artifacts	Enterprise teams prioritizing reproducibility and governance
Pricing model	Free plan + paid	Paid
Starting price	$19/user/mo	Not published
Free plan	✓ (best)	—
Free trial	—	—
Deployment	Cloud, Self-hosted	Cloud, Self-hosted
Platforms	Web	Web
Support	Email, Community, Docs, Phone	Docs, Tickets · 24/7
Compliance	SOC 2, ISO 27001, GDPR, HIPAA, SSO/SAML	SOC 2, ISO 27001, GDPR, HIPAA
Integrations	12 integrations	7 integrations
Built for	Solo, Small business, Mid-market, Enterprise	Enterprise
Features Comet 1/3 · Domino Data Lab 3/3
Self-hosted option	Not published	✓ (best)
Artifact storage	Not published	✓ (best)
Run comparison	✓	✓
Specs
Free plan seats	Not published	Not published
Version control	Not published	Multiple
Deployment options	Not published	Both
Our review
Pros	Compares training runs and highlights experiment differences Tracks artifact lineage and supports dataset versioning Integrates with frameworks including PyTorch, TensorFlow, and MLflow	Automatically records code, packages, data, and project lineage Compares runs and lets teams search and inspect experiments Offers managed cloud and self-managed VPC or on-premises plans
Cons	Pro costs $19 per user per month Advanced collaboration and email support require Pro Enterprise pricing is custom	Quote-based pricing makes plan costs harder to compare No free plan is offered Its scope extends well beyond experiment tracking into model operations
Our verdict	Comet gives data science teams and individual practitioners a place to record and analyze machine learning experiments. It captures metrics, parameters, code, system information, visualizations, datasets, and other outputs, then connects… Read the review →	Domino Data Lab brings experiment tracking into an enterprise AI platform for teams developing and operating machine-learning and AI applications. It is suited to organizations that need reproducible work and governance alongside… Read the review →

Strengths and trade-offs

• Comet — where it wins

  • Compares training runs and highlights experiment differences
  • Tracks artifact lineage and supports dataset versioning
  • Integrates with frameworks including PyTorch, TensorFlow, and MLflow

  Where it doesn't

  • Pro costs $19 per user per month
  • Advanced collaboration and email support require Pro
  • Enterprise pricing is custom

• Domino Data Lab — where it wins

  • Automatically records code, packages, data, and project lineage
  • Compares runs and lets teams search and inspect experiments
  • Offers managed cloud and self-managed VPC or on-premises plans

  Where it doesn't

  • Quote-based pricing makes plan costs harder to compare
  • No free plan is offered
  • Its scope extends well beyond experiment tracking into model operations

• Comet8.5/10 · Free plan · paid from $19/user/mo

  A detailed experiment-tracking workspace with run comparisons, versioned artifacts, and a model registry.

  Visit CometFull verdict →
• Domino Data Lab6.9/10 · Pricing on request

  A governance-focused experiment platform with managed cloud and self-managed deployment options.

  Try Domino Data LabFull verdict →