What counts as a 'data and analytics' ChatGPT app on this list?

Any ChatGPT app that lets you query, model, or compute against a real data source from chat — structured stores, spreadsheets, math engines, code repos, payments data. The model alone is not enough for analytical work; the connection to a real source is what separates the apps that move scores from the ones that just chat.

How is this different from the Research category?

Research apps surface source documents and ground qualitative reasoning. Data and analytics apps query structured data, compute, and return numbers you can trust. The overlap is real (Wolfram appears on both) but the use cases differ — Research answers 'where is this from?', Data answers 'what does it equal?'.

Can ChatGPT replace a BI tool?

No, and the apps on this list don't try to. They cover the conversational layer on top of a real source — fast questions you'd otherwise SQL or open a dashboard for. Heavy dashboarding, scheduled reports, and warehouse-scale queries still belong in a BI tool.

Why is Wolfram listed here when it appears on the Research and Students pages?

Wolfram is the strongest computational engine in the directory — anywhere the answer is quantitative and needs to be right (research, students, data analytics), it earns a spot. Each category framing emphasizes the use case relevant to that audience, but the underlying app is the same.

Best ChatGPT Apps for Data and Analytics (2026)

Data and analytics inside ChatGPT cover three jobs — querying a structured store, modeling and computing in a spreadsheet or math engine, and reasoning over data-shaped code. The apps below rank for each, in order of editorial score. We weight reliability heavily here because confidently wrong numbers are worse than no number, and analytical use cases are where hallucinations cost the most.

Updated Jun 10, 20265 appsEditorial only — no user ratings

What this list covers

This page filters our full rankings to apps that contribute to a data or analytics workflow: structured-base queries against a real schema, spreadsheet modeling and formula generation, symbolic and quantitative computation, and code-grounded analytical reasoning over a repo. Apps must be editorially scored using our standard seven-criteria methodology.

Decision rules

How to pick

Match your situation on the left to the app on the right.

If you query a structured base with rows and views: then; Airtable
If you build models in a spreadsheet: then; Microsoft Excel
If you need exact symbolic, unit, or quantitative computation: then; Wolfram
If your analytical data lives in a codebase or notebook: then; GitHub
If your analytics are payments and revenue data: then; Stripe

#	App	Best For	Category	Editorial Score	Pricing	Login	Status	Last Tested
1	Airtable Query bases, summarize records, and push updates into Airtable from ChatGPT.	Teams who already run on Airtable	Productivity	80	Freemium	Required	Needs verification	Jun 10, 2026	Review
2	Microsoft Excel Query Excel workbooks from ChatGPT — formulas, summaries, and chart suggestions over your real data.	Anyone who lives in Excel and wants natural-language analysis	Productivity	72	Paid	Required	Needs verification	May 27, 2026	Review
3	Wolfram Run computations, equations, and structured queries from a ChatGPT conversation.	Students, scientists, engineers	Research	87	Freemium	Not required	Verified	Jun 10, 2026	Review
4	GitHub Browse repos, summarize PRs, and reason over code from inside ChatGPT.	Engineers and technical reviewers	Productivity	86	Freemium	Required	Verified	Jun 10, 2026	Review
5	Stripe Query payments, MRR, customer data, and run safe Stripe operations from ChatGPT.	Founders and operators who want chat-first access to Stripe data	Business	79	Free	Required	Needs verification	Jun 10, 2026	Review

Airtable

Teams who already run on Airtable

Query bases, summarize records, and push updates into Airtable from ChatGPT.

ProductivityNeeds verification

Pricing: Freemium
Login: Required
Free plan: Yes
Tested: Jun 10, 2026

Microsoft Excel

Anyone who lives in Excel and wants natural-language analysis

Query Excel workbooks from ChatGPT — formulas, summaries, and chart suggestions over your real data.

ProductivityNeeds verification

Pricing: Paid
Login: Required
Free plan: No
Tested: May 27, 2026

Wolfram

Students, scientists, engineers

Run computations, equations, and structured queries from a ChatGPT conversation.

ResearchVerified Tutorial

Pricing: Freemium
Login: Not required
Free plan: Yes
Tested: Jun 10, 2026

GitHub

Engineers and technical reviewers

Browse repos, summarize PRs, and reason over code from inside ChatGPT.

ProductivityVerified Tutorial

Pricing: Freemium
Login: Required
Free plan: Yes
Tested: Jun 10, 2026

Stripe

Founders and operators who want chat-first access to Stripe data

Query payments, MRR, customer data, and run safe Stripe operations from ChatGPT.

BusinessNeeds verification Tutorial

Pricing: Free
Login: Required
Free plan: Yes
Tested: Jun 10, 2026

See all ChatGPT apps ranked →Best for business →Best for research →

Frequently asked questions

What counts as a 'data and analytics' ChatGPT app on this list?: Any ChatGPT app that lets you query, model, or compute against a real data source from chat — structured stores, spreadsheets, math engines, code repos, payments data. The model alone is not enough for analytical work; the connection to a real source is what separates the apps that move scores from the ones that just chat.
How is this different from the Research category?: Research apps surface source documents and ground qualitative reasoning. Data and analytics apps query structured data, compute, and return numbers you can trust. The overlap is real (Wolfram appears on both) but the use cases differ — Research answers 'where is this from?', Data answers 'what does it equal?'.
Can ChatGPT replace a BI tool?: No, and the apps on this list don't try to. They cover the conversational layer on top of a real source — fast questions you'd otherwise SQL or open a dashboard for. Heavy dashboarding, scheduled reports, and warehouse-scale queries still belong in a BI tool.
Why is Wolfram listed here when it appears on the Research and Students pages?: Wolfram is the strongest computational engine in the directory — anywhere the answer is quantitative and needs to be right (research, students, data analytics), it earns a spot. Each category framing emphasizes the use case relevant to that audience, but the underlying app is the same.