6,895 tools, each one opened, scored and signed by a Toolio reviewer

Browse by the job,
not the category

Most people arrive knowing what they need done, not which category it lives in. 65 jobs grouped into 12 kinds of work. Pick the kind on the left, or search.

Sort Shortlist Newest A to Z Filter Free tier Under $20 51 of 119

Tick Compare on any two to four cards to put them side by side.

Visage Technologies

Network Security
Free
3.9 /5 Toolio reviewer

Expert in AI/ML solutions, Visage Technologies delivers efficient and compliant products with custom edge AI development.

not yet checked

Postgres

AI Developer Tools
Free
3.9 /5 Toolio reviewer

Create PostgreSQL databases instantly.

not yet checked

LAION

AI Developer Tools
Free
3.9 /5 Toolio reviewer

LAION provides open datasets and models for machine learning research.

not yet checked

Data scientist and ML engineer

Models, training data and machine learning.

Not yet tested as a set

Data scientists and ML engineers prepare data, train and evaluate models, run experiments and move working models into production. The tools here cover that pipeline: model hubs and libraries (HuggingFace), no-code and AutoML platforms (BigML, Lobe, Abacus.AI), GPU compute (Vast.ai, Lightning AI, Modal) and local LLM runners like LM Studio. Compare reproducibility and how easily you can export a trained model.

Questions people ask

What is the difference between AutoML and writing models myself?

AutoML platforms such as BigML and Abacus.AI choose algorithms and tune settings for you, which is fast for standard tabular problems. Writing models yourself gives more control over features, architecture and evaluation. Many teams use AutoML for a baseline, then build custom models when it falls short.

How do I run an LLM locally?

Apps such as LM Studio download open models and run them on your own machine, so data stays local. You need enough memory for the model size you choose, and smaller quantised models trade some quality for speed. This suits private data and offline experiments.

Where can I rent GPUs for training?

Marketplaces and platforms such as Vast.ai, Lightning AI and Modal rent GPU time by usage instead of hardware ownership. Compare availability, startup time, storage and how they handle interrupted jobs. Keep checkpoints saved, since cheaper capacity can be taken away mid-run.