Head-to-head · Experiment Tracking
Domino Data Lab vs Determined
Domino Data Lab leads on 3 checks, Determined on 1, and 0 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scoreDomino Data Lab · 6.9/10
- Free planonly Determined
- Most featuresDomino Data Lab · 3 of 3
Domino Data Lab scores higher on our rubric for experiment tracking: 6.9 against 6.8 out of 10; our editors rank them #7 and #8.
Determined offers free plan; Domino Data Lab doesn't. Domino Data Lab offers self-hosted option; Determined doesn't publish it. Domino Data Lab offers artifact storage; Determined doesn't publish it. Domino Data Lab offers run comparison; Determined doesn't publish it.
Domino Data Lab is the better fit for enterprise teams prioritizing reproducibility and governance. Determined is the better fit for teams training distributed models on their own.
- Domino Data Lab fits best
Enterprise teams prioritizing reproducibility and governance
- Determined fits best
Teams training distributed models on their own
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Side by side
| Feature | Domino Data Lab 6.9/10 Visit ↗ | Determined 6.8/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 6.9 | 6.8 |
| Ranking | #7 in Experiment Tracking | #8 in Experiment Tracking |
| Best for | Enterprise teams prioritizing reproducibility and governance | Teams training distributed models on their own |
| Pricing model | Paid | Free |
| Starting price | Not published | Not published |
| Free plan | — | ✓ (best) |
| Free trial | — | — |
| Deployment | Cloud, Self-hosted | Cloud, Self-hosted |
| Platforms | Web | Web, Linux |
| Support | Docs, Tickets · 24/7 | Community |
| Integrations | 7 integrations | 6 integrations |
| Built for | Enterprise | Small business, Mid-market, Enterprise |
| Features Domino Data Lab 3/3 · Determined 0/3 | ||
| Self-hosted option | ✓ (best) | Not published |
| Artifact storage | ✓ (best) | Not published |
| Run comparison | ✓ (best) | Not published |
| Specs | ||
| Free plan seats | Not published | Not published |
| Version control | Multiple | Not published |
| Deployment options | Both | Not published |
| Our review | ||
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| Cons |
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| Our verdict | 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 → |
Determined brings distributed training, hyperparameter tuning, experiment tracking, and resource management into an open-source deep learning platform. It is aimed at researchers and machine learning teams that train models on their own… Read the review → |
Strengths and trade-offs
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
Determined — where it wins
- Tracks code versions, metrics, checkpoints, and hyperparameters
- Combines distributed training with GPU scheduling and resource management
- Supports deployments to AWS, GCP, Kubernetes, and Slurm/PBS
Where it doesn't
- Experiment tracking is narrower than leading suites
- Workflows are centered on Python
- Support is community-based
- 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 → - Determined6.8/10 · Free plan
A focused option for teams training distributed models on their own infrastructure.
Visit DeterminedFull verdict →
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All experiment tracking comparisons → · Full ranking →
Guides on experiment tracking
- 7 Best Tools for Machine Learning Experiment TrackingAug 2026
- MLflow Mastery: A Complete Guide to Experiment Tracking and Model ManagementAug 2026
Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026
Last updated · How we research and update



