Machine Learning · alternatives
Alternatives to Keras
23 machine learning tools sit alongside Keras in this directory. Below is what separates each from Keras on the figures we hold, price, model, tier count and rating, and a direct comparison for every one.
- Alternatives listed
- 23
- With a free tier
- 20
- Cheaper to start
- 0
- Keras starts at
- Free
Why people look past Keras
Only what the record supports. Each point below is a figure on the Keras entry measured against the tools listed beside it.
There is only one tier
Keras 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.
Deep learning framework with dynamic computation graphs
Priced and rated the same as Keras on the figures we hold. The difference, if there is one, is in the feature records.
Open-source machine learning framework by Google
Priced and rated the same as Keras on the figures we hold. The difference, if there is one, is in the feature records.
Machine learning in Python
Priced and rated the same as Keras on the figures we hold. The difference, if there is one, is in the feature records.
Open-source MLOps platform for experiment tracking and orchestration
- Sold on a Open-source self-hosted, with paid hosted and enterprise tiers model rather than open-source.
LLM engineering platform for testing and evaluating AI agents in production
- Starts $29 a month dearer, at €29/month.
- Sold on a Tiered subscription with usage-based overage charges model rather than open-source.
- 3 tiers to Keras'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.
- 2 tiers to Keras's 1.
Every Keras 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 |
|---|---|---|---|---|
| Keras (this page) | Free | Open-source | 1 | |
| PyTorchDeep learning framework with dynamic computational graphs and superior debugging capabilities, popular for research and rapid iteration. | Free | - | - | vs Keras |
| TensorFlowTensorFlow provides lower-level APIs for greater customization and production deployment, with Keras as its high-level API. | Free | - | - | vs Keras |
| scikit-learnMachine learning library optimized for classical ML tasks like classification, regression, and clustering with smaller datasets. | Free | - | - | vs Keras |
| ClearML | Free | Open-source self-hosted, with paid hosted and enterprise tiers | 1 | vs Keras |
| Langwatch | Free, then €29/month | Tiered subscription with usage-based overage charges | 3 | vs Keras |
| Haystack | Free | Open-source with optional paid enterprise support | 2 | vs Keras |
| Semantic Kernel | Free | Open source, no pricing | 1 | vs Keras |
| H2O.ai | Free | Freemium | 2 | vs Keras |
| Dask | Free | Open-source | 1 | vs Keras |
| IBM SPSS | Free, then $99/month | Subscription | 2 | vs Keras |
| JMP | Free | Subscription | 2 | vs Keras |
| Anaconda | Free, then $15/month | - | 3 | vs Keras |
| BentoML | Free | Freemium | 2 | vs Keras |
| Dataiku | Free | Freemium | 2 | vs Keras |
| Comet ML | Free, then $19/month | Freemium | 4 | vs Keras |
| Hugging Face | Free | - | - | vs Keras |
| Azure Machine Learning | Free | Usage-based | 2 | vs Keras |
| BigQuery ML | Free | Usage-based | 2 | vs Keras |
| Domino Data Lab | Free | Subscription | 2 | vs Keras |
| DVC | Free | Open-source | 2 | vs Keras |
| Fal AI | $1.89/hour | Usage-based | 2 | vs Keras |
| Groq | On request | Quote | - | vs Keras |
| DataRobot | Free | Subscription | 2 | vs Keras |
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 Keras badges page.
Cheaper ways to solve the same problem
Free to start (20)
These publish a tier that costs nothing, so they can be evaluated before any money changes hands.
- PyTorch , Free
- TensorFlow , Free
- scikit-learn , Free
- ClearML , Free
- Langwatch , Free, then €29/month
- Haystack , Free
- Semantic Kernel , Free
- H2O.ai , Free
What you would be giving up
Keras is most often brought in for machine learning, data analysis, model training, predictive analytics. 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 Keras is broadly right and the question is cost, the Keras 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.
Keras runs on python, google colab, jupyter. 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 Keras alternatives
- What are the main alternatives to Keras?
- 23 other machine learning tools are listed in this directory, led by PyTorch, TensorFlow, scikit-learn, ClearML. They are ordered by the aggregated rating on each catalogue entry, not by any Softwr ranking.
- What is the best free alternative to Keras?
- 20 of the alternatives listed here can be used without paying: PyTorch, TensorFlow, scikit-learn, ClearML, Langwatch.
- Why do people look for an alternative to Keras?
- 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 Keras?
- Keras is most often brought in for machine learning, data analysis, model training, predictive analytics. 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 Keras?
- Dask, DVC are recorded with an open-source licence model.
- How were these Keras 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 Keras against one of these directly?
- Every alternative below has a side-by-side page against Keras 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, 23 tools beside Keras. The category page lists the rest of the catalogue as it grows.