1.Zest AI
Fairer, explainable AI credit underwriting.
AI Finance
Screen investments, underwrite, and forecast with models built for money — turning market signals into decisions you can defend.
6 tools on this shortlist, 2 of them free to start. Pricing is what each tool's own site lists, so check before you buy.
Ranked by our editors. Open a tool for features, pricing and alternatives.
Fairer, explainable AI credit underwriting.
Crowdsourced hedge fund run on data scientists' models.
Equity research copilot over SEC filings.
Conversational investing assistant for individuals.
Market intelligence search across filings, calls and research.
A chatty AI money assistant for everyday budgeting.
Pricing, who each tool suits and whether you can start for free.
| Tool | Pricing | Best for | Free to start |
|---|---|---|---|
| Zest AI | PaidEnterprise pricing on request | Banks and credit unions modernising underwriting. | No |
| Numerai | Free + PaidFree to compete · staking optional | Data scientists who want to test models against markets. | Yes |
| Fintool | PaidEnterprise pricing on request | Equity analysts and institutional investors. | No |
| Magnifi | PaidFrom $11/mo | Individual investors who want plain-English guidance. | No |
| AlphaSense | Free trialFree trial · Enterprise pricing on request | Investment, strategy and corporate research teams. | No |
| Cleo | Free + PaidFree plan · Paid plans available | Young adults who want budgeting to feel less like a chore. | Yes |
2 of 6 tools here can be started without paying (Numerai and Cleo). Test your real work on a free plan before upgrading.
Zest AI is best for banks and credit unions modernising underwriting; Numerai is best for data scientists who want to test models against markets; Fintool is best for equity analysts and institutional investors.
Zest AI, Fintool and Magnifi need a paid plan or trial. Prices change often, so check the official site before you buy.
Zest AI tops our shortlist: Fairer, explainable AI credit underwriting. Numerai and Fintool are close behind. The right pick depends on your budget and workflow.
Numerai is the top pick you can start on without paying (Free to compete · staking optional). Cleo can also be started for free. Free limits change often, so check each tool's site.
Start with Numerai: you can try it for free, and it is best for data scientists who want to test models against markets.
2 of the 6 tools here can be started for free; Zest AI, Fintool and Magnifi need a paid plan or trial. Magnifi: From $11/mo. Prices change often, so check the official site before you buy.
Our editors shortlist tools that do this job well, are actively maintained and are clear about pricing. No listing is paid for, and the order is editorial, not sponsored.
No listing on this page is paid for. Prices and free plans change often; each tool page links to the official site. Browse all AI bundles