Iterative.ai
MLOps company behind open-source DVC, CML and Studio; now focused on multimodal AI data tooling for video, audio, PDFs and large datasets.
Our Verdict
Great open-source roots; commercial offering still finding its footing in the MLOps market.
Pros
- Open-source DVC and CML widely adopted
- Git-native workflows familiar to engineers
- New multimodal tooling fills real gap
Cons
- Studio commercial product less mature than rivals
- Git-centric UX confuses non-engineer data folks
- Strategy shifts have created product drift
When to Use Iterative.ai
Good fit if you need
- Versioning ML datasets and pipelines with DVC and Git
- Running ML experiments with CML in CI/CD pipelines
- Managing model registry and artifacts with DVC Studio
- Building reproducible ML workflows across distributed teams
Pricing
Price wrong?Iterative.ai Pricing
- Pricing Model
- freemium
- Free Tier
- Yes
- Entry Price
- —
- Enterprise Available
- No
- Transparency Score
- —
Beta — estimates may differ from actual pricing
Estimated Monthly Cost
$25
Estimated Annual Cost
$300
Estimates are approximate and may not reflect current pricing. Always check the official pricing page.
Project Health
Health Score
10
today
25d
168
N/A
Apache-2.0
Last checked: 2026-04-21
Lock-in Assessment
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