Tools · Comparison

Akkio vs Cradle vs Hex

All three are data analysis tools. Here is what separates them.

	Akkio	Cradle	Hex
What it is	Predictive modelling for people who are not data scientists — upload a table, pick a column, get forecasts.	Protein engineering AI, built for scientists. Leverage AI to generate protein candidates and improve their properties. More breakthroughs in fewer experiments…	Collaborative data notebooks where SQL, Python and AI assistance sit in the same document.
Category	Data Analysis	Data Analysis	Data Analysis
Pricing	Paid · From $49/mo	Paid	Freemium · Free · from $36/user/mo
How it bills	Flat monthly	Not published	Per seat
Free tier	No	No	Yes
Rating	Not yet rated	Not yet rated	Not yet rated
Features	No-code model building Churn, forecasting and lead scoring CRM write-back Chat-based data exploration Model deployment	—	SQL and Python in one notebook Schema-aware query generation Publish notebooks as apps Reactive execution Warehouse connectors
What works	Predictive modelling without a specialist Fast from upload to usable model Integrates where the data lives	Sits in Data Analysis, one of the better-covered categories here — easy to compare	AI that knows your actual schema Analyst and stakeholder use one artefact Strong collaboration
What does not	Hides the assumptions it is making Not suitable for subtle problems Priced above casual use	No free tier — it has to be paid for before it can be tried Does not publish a price on its own site, so the cost is only clear after signing up 44 other tools in this catalogue claim to do the same job 14 tools in the same category have a free tier	Expensive per seat Requires a data warehouse Overkill for spreadsheet-scale work

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