Machine Learning · alternatives
Alternatives to MATLAB
22 machine learning tools sit alongside MATLAB in this directory. Below is what separates each from MATLAB on the figures we hold, price, model, tier count and rating, and a direct comparison for every one.
- Alternatives listed
- 22
- With a free tier
- 18
- Cheaper to start
- 16
- MATLAB starts at
- $940/year
Why people look past MATLAB
Only what the record supports. Each point below is a figure on the MATLAB entry measured against the tools listed beside it.
It costs more than the category median
MATLAB starts at $940/year. Across the 6 machine learning tools listed beside it that publish a price, the median entry point is $17/month.
There is no free tier
The record for MATLAB carries no free tier, so evaluating it means paying first. 18 of the 22 alternatives below can be used without paying.
Cost climbs steeply across the tiers
MATLAB publishes 5 tiers, from $940/year up to On request. Teams that outgrow the entry plan can find the next rung a large step, the MATLAB pricing page breaks each one down.
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.
Build, train, and deploy machine learning models at scale
- Can be used without paying; MATLAB cannot.
- Starts $939.96 a hour cheaper, at $0.04/hour.
Unified ML platform to build, deploy, and scale AI models
Priced and rated the same as MATLAB on the figures we hold. The difference, if there is one, is in the feature records.
Microsoft's managed platform for training, tracking and deploying models on Azure
- Can be used without paying; MATLAB cannot.
- Starts $940 a month cheaper, at Free.
- Sold on a usage-based model rather than subscription.
- 2 tiers to MATLAB's 5.
Enterprise AI platform for automated machine learning
- Starts $940 a month cheaper, at Free.
- 2 tiers to MATLAB's 5.
Open-source MLOps platform for experiment tracking and orchestration
- Can be used without paying; MATLAB cannot.
- Sold on a Open-source self-hosted, with paid hosted and enterprise tiers model rather than subscription.
- 1 tier to MATLAB's 5.
LLM engineering platform for testing and evaluating AI agents in production
- Can be used without paying; MATLAB cannot.
- Starts $911 a month cheaper, at €29/month.
- Sold on a Tiered subscription with usage-based overage charges model rather than subscription.
- 3 tiers to MATLAB's 5.
Every MATLAB 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 |
|---|---|---|---|---|
| MATLAB (this page) | $940/year | Subscription | 5 | |
| AWS SageMakerBuild, train, and deploy machine learning models at scale | Free, then $0.04/hour | - | - | vs MATLAB |
| Google Vertex AIUnified ML platform to build, deploy, and scale AI models | On request | - | - | vs MATLAB |
| Azure Machine LearningEnterprise-grade machine learning service | Free | Usage-based | 2 | vs MATLAB |
| DataRobotEnterprise AI platform for automated machine learning | Free | Subscription | 2 | vs MATLAB |
| ClearML | Free | Open-source self-hosted, with paid hosted and enterprise tiers | 1 | vs MATLAB |
| Langwatch | Free, then €29/month | Tiered subscription with usage-based overage charges | 3 | vs MATLAB |
| Haystack | Free | Open-source with optional paid enterprise support | 2 | vs MATLAB |
| Semantic Kernel | Free | Open source, no pricing | 1 | vs MATLAB |
| H2O.ai | Free | Freemium | 2 | vs MATLAB |
| Dask | Free | Open-source | 1 | vs MATLAB |
| IBM SPSS | Free, then $99/month | Subscription | 2 | vs MATLAB |
| JMP | Free | Subscription | 2 | vs MATLAB |
| Anaconda | Free, then $15/month | - | 3 | vs MATLAB |
| BentoML | Free | Freemium | 2 | vs MATLAB |
| Dataiku | Free | Freemium | 2 | vs MATLAB |
| Comet ML | Free, then $19/month | Freemium | 4 | vs MATLAB |
| Hugging Face | Free | - | - | vs MATLAB |
| BigQuery ML | Free | Usage-based | 2 | vs MATLAB |
| Domino Data Lab | Free | Subscription | 2 | vs MATLAB |
| DVC | Free | Open-source | 2 | vs MATLAB |
| Fal AI | $1.89/hour | Usage-based | 2 | vs MATLAB |
| Groq | On request | Quote | - | vs MATLAB |
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 MATLAB badges page.
Cheaper ways to solve the same problem
Free to start (18)
These publish a tier that costs nothing, so they can be evaluated before any money changes hands.
- AWS SageMaker , Free, then $0.04/hour
- Azure Machine Learning , Free
- ClearML , Free
- Langwatch , Free, then €29/month
- Haystack , Free
- Semantic Kernel , Free
- H2O.ai , Free
- Dask , Free
Cheaper than MATLAB (16)
Entry price under MATLAB's $940/year. The record does not say what unit that price is charged in, so confirm per-seat versus flat rate before comparing budgets.
- AWS SageMaker , Free, then $0.04/hour
- Azure Machine Learning , Free
- DataRobot , Free
- Langwatch , Free, then €29/month
- H2O.ai , Free
- Dask , Free
- IBM SPSS , Free, then $99/month
- JMP , Free
What you would be giving up
MATLAB is most often brought in for numerical computing and analysis, algorithm development, academic research and teaching. 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 MATLAB is broadly right and the question is cost, the MATLAB 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.
MATLAB runs on linux, mac, windows. 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 MATLAB alternatives
- What are the main alternatives to MATLAB?
- 22 other machine learning tools are listed in this directory, led by AWS SageMaker, Google Vertex AI, Azure Machine Learning, DataRobot. They are ordered by the aggregated rating on each catalogue entry, not by any Softwr ranking.
- What is the best free alternative to MATLAB?
- 18 of the alternatives listed here can be used without paying: AWS SageMaker, Azure Machine Learning, ClearML, Langwatch, Haystack.
- Is there a cheaper alternative to MATLAB?
- Yes. 16 of the alternatives below start under MATLAB's $940/year: AWS SageMaker at Free, then $0.04/hour, Azure Machine Learning at Free, DataRobot at Free, Langwatch at Free, then €29/month.
- Why do people look for an alternative to MATLAB?
- On the figures on record, 3 things stand out: it costs more than the category median; there is no free tier; cost climbs steeply across the tiers. Each is set out with the numbers behind it above.
- What would I give up by switching from MATLAB?
- MATLAB is most often brought in for numerical computing and analysis, algorithm development, academic research and teaching. 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 MATLAB?
- Dask, DVC are recorded with an open-source licence model.
- How were these MATLAB 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 MATLAB against one of these directly?
- Every alternative below has a side-by-side page against MATLAB 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, 22 tools beside MATLAB. The category page lists the rest of the catalogue as it grows.