Machine Learning · alternatives
Alternatives to ClearML
20 machine learning tools sit alongside ClearML in this directory. Below is what separates each from ClearML on the figures we hold, price, model, tier count and rating, and a direct comparison for every one.
- Alternatives listed
- 20
- With a free tier
- 17
- Cheaper to start
- -
- ClearML starts at
- Free
Why people look past ClearML
Only what the record supports. Each point below is a figure on the ClearML entry measured against the tools listed beside it.
There is only one tier
ClearML publishes a single plan, Open source at Free. There is no smaller tier to drop to if the fit is wrong or the budget moves.
What each alternative does differently
Ordered by the aggregated rating on each catalogue entry. Differences are drawn from price, pricing model, tier count and rating, the fields the category listing carries. For a feature-level difference, follow the head-to-head link on each card: those pages read both full records.
Open source platform for managing the ML lifecycle
- Publishes an entry price of Free, where ClearML does not.
- Sold on a open-source model rather than Open-source self-hosted, with paid hosted and enterprise tiers.
LLM engineering platform for testing and evaluating AI agents in production
- Publishes an entry price of €29/month, where ClearML does not.
- Sold on a Tiered subscription with usage-based overage charges model rather than Open-source self-hosted, with paid hosted and enterprise tiers.
- 3 tiers to ClearML's 1.
Open-source AI orchestration framework for LLM applications
- Sold on a Open-source with optional paid enterprise support model rather than Open-source self-hosted, with paid hosted and enterprise tiers.
- 2 tiers to ClearML's 1.
Model-agnostic SDK for AI orchestration
- Sold on a Open source, no pricing model rather than Open-source self-hosted, with paid hosted and enterprise tiers.
AI Cloud for building and deploying AI applications
- Publishes an entry price of Free, where ClearML does not.
- Sold on a freemium model rather than Open-source self-hosted, with paid hosted and enterprise tiers.
- 2 tiers to ClearML's 1.
Scalable analytics in Python
- Publishes an entry price of Free, where ClearML does not.
- Sold on a open-source model rather than Open-source self-hosted, with paid hosted and enterprise tiers.
Every ClearML alternative at a glance
A dash means the catalogue entry carries no figure, not that the answer is nothing.
| Tool | Entry price | Model | Tiers | Head to head |
|---|---|---|---|---|
| ClearML (this page) | Free | Open-source self-hosted, with paid hosted and enterprise tiers | 1 | |
| MLflowThe most widely used open-source experiment tracker, narrower in scope and simpler to run | Free | Open-source | 1 | vs ClearML |
| Langwatch | Free, then €29/month | Tiered subscription with usage-based overage charges | 3 | vs ClearML |
| Haystack | Free | Open-source with optional paid enterprise support | 2 | vs ClearML |
| Semantic Kernel | Free | Open source, no pricing | 1 | vs ClearML |
| H2O.ai | Free | Freemium | 2 | vs ClearML |
| Dask | Free | Open-source | 1 | vs ClearML |
| IBM SPSS | Free, then $99/month | Subscription | 2 | vs ClearML |
| JMP | Free | Subscription | 2 | vs ClearML |
| Anaconda | Free, then $15/month | - | 3 | vs ClearML |
| BentoML | Free | Freemium | 2 | vs ClearML |
| Dataiku | Free | Freemium | 2 | vs ClearML |
| Comet ML | Free, then $19/month | Freemium | 4 | vs ClearML |
| Hugging Face | Free | - | - | vs ClearML |
| Azure Machine Learning | Free | Usage-based | 2 | vs ClearML |
| BigQuery ML | Free | Usage-based | 2 | vs ClearML |
| Domino Data Lab | Free | Subscription | 2 | vs ClearML |
| DVC | Free | Open-source | 2 | vs ClearML |
| Fal AI | $1.89/hour | Usage-based | 2 | vs ClearML |
| Groq | On request | Quote | - | vs ClearML |
| DataRobot | Free | Subscription | 2 | vs ClearML |
Ratings are aggregated from third-party sources and imported with each catalogue entry; Softwr hosts no reviews of these products. How each figure is used is set out on the ClearML badges page.
Cheaper ways to solve the same problem
What you would be giving up
ClearML is most often brought in for tracking experiments across a team so results are reproducible, moving training from laptops to shared gpu hardware without repackaging, versioning datasets alongside the experiments that consumed them. Anything replacing it has to cover the ones you actually depend on, and a cheaper tool that misses one of them is not cheaper.
Two things this page cannot settle. It compares on price, model, tier count and rating, because those are the fields the category listing carries, feature-level differences need both full records, which is what the head-to-head pages load. And the ratings are third-party aggregates imported with each entry rather than reviews written here, so a 0.2 difference between two tools is noise rather than a finding.
If ClearML is broadly right and the question is cost, the ClearML pricing breakdown covers every tier and what each one adds. If you want the whole field rather than a shortlist, the Machine Learning category lists everything the directory holds, and best machine learning tools ranks them.
ClearML runs on linux, macos, windows, docker, kubernetes. Platform coverage is not carried on the category listing for the alternatives, so it is one more thing to check on each head-to-head page rather than here.
Questions about ClearML alternatives
- What are the main alternatives to ClearML?
- 20 other machine learning tools are listed in this directory, led by MLflow, Langwatch, Haystack, Semantic Kernel. They are ordered by the aggregated rating on each catalogue entry, not by any Softwr ranking.
- What is the best free alternative to ClearML?
- 17 of the alternatives listed here can be used without paying: MLflow, Langwatch, Haystack, Semantic Kernel, H2O.ai.
- Why do people look for an alternative to ClearML?
- On the figures on record, one thing stands out: there is only one tier. Each is set out with the numbers behind it above.
- What would I give up by switching from ClearML?
- ClearML is most often brought in for tracking experiments across a team so results are reproducible, moving training from laptops to shared gpu hardware without repackaging, versioning datasets alongside the experiments that consumed them. Anything you replace it with has to cover the ones you actually rely on, the side-by-side comparisons linked from each alternative below put the two feature records against each other.
- Is there an open-source alternative to ClearML?
- MLflow, Dask, DVC are recorded with an open-source licence model.
- How were these ClearML alternatives chosen?
- They are the tools filed in the same category, Machine Learning, ordered by the aggregated rating on each entry. There is no editorial shortlist, and nothing on this page is paid: no sponsored placement runs on alternatives pages and the order cannot be bought. Softwr has not used these products.
- Where can I compare ClearML against one of these directly?
- Every alternative below has a side-by-side page against ClearML covering price, platforms, features and what each one is used for. Those pages read the full record for both products rather than the summary shown here.
- Does this list cover every machine learning tool?
- No. It covers what this directory holds in the Machine Learning category, 20 tools beside ClearML. The category page lists the rest of the catalogue as it grows.