What belongs in Analytics & Data?

Anything built to collect, process, analyse or report on information. That covers tracking how people use a product, dashboards for business reporting, tools that move data between systems, and survey or research products. Pure storage or hosting tools may fit better elsewhere.

How do I choose between the subcategories?

Pick the one that matches the main job your product does. If it watches behaviour inside an app, choose product analytics. If it reports across business data, choose business intelligence. Moving data is pipelines, and asking people questions is surveys and research.

Can my product appear in more than one category?

Every listing has one main category, chosen when you submit and included free. If your tool spans jobs, such as reporting and pipelines, a paid upgrade adds up to 3 more categories for $5.

How are products ordered on this page?

Newest first by default, so recent launches sit at the top. Visitors can switch to sorting by community votes instead. Votes can never be bought, so that order reflects what people genuinely rate rather than what anyone paid for.

What should I compare when choosing an analytics tool?

Check what data it needs from you, how quickly you get a usable answer, and whether you can export your data later. Look at how it handles your own users' privacy, and test whether a non-technical teammate can read the results without help.

Lane · 11 launches

Analytics & Data

Tools that turn raw numbers into decisions: track product use, build dashboards, move data between systems and ask your users directly.

Newest first

Position 1: dbt Labs

The open standard for modern, AI-ready data transformation

Analytics & DataUnited States

DR 82 no change since last check 0 votes. Log in to vote for dbt Labs
Position 2: Cube

The agentic analytics platform built on a semantic layer

Analytics & DataUnited States

DR 75 no change since last check 0 votes. Log in to vote for Cube
Position 3: Airbyte

Data Movement for Analytics and AI Agents

Analytics & Data

DR 78 no change since last check 0 votes. Log in to vote for Airbyte
Position 4: Redash

Connect and query your data sources, build dashboards to visualize data and share them with your company

Analytics & Data

DR 75 no change since last check 0 votes. Log in to vote for Redash
Position 5: Preset

AI-Native BI Built on Apache Superset™

Analytics & DataUnited States

DR 66 no change since last check 0 votes. Log in to vote for Preset
Position 6: Metabase

Open source AI analytics you can verify

Analytics & Data

DR 79 no change since last check 0 votes. Log in to vote for Metabase
Position 7: Evidence

Business intelligence for teams and agents

Analytics & Data

DR 66 no change since last check 0 votes. Log in to vote for Evidence
Position 8: Lightdash

AI-first, open-source BI platform for modern data teams

Analytics & Data

DR 58 no change since last check 0 votes. Log in to vote for Lightdash
Position 9: Deepnote

Collaborative analytics & data science notebook

Analytics & Data

DR 72 no change since last check 0 votes. Log in to vote for Deepnote
Position 10: Hex

Make everyone a data person

Analytics & Data

DR 76 no change since last check 0 votes. Log in to vote for Hex
Position 11: Mode

The intelligence layer for your modern data stack

Analytics & DataUnited States

DR 75 no change since last check 0 votes. Log in to vote for Mode

Newest first; choose Most votes for the community ranking; votes are never sold. DR is Domain Rating by Ahrefs.

About Analytics & Data

Analytics & Data is where the measuring tools live. Products and businesses here help you see what people actually do, report on it, move it from one system to another, or collect it by asking. If a tool exists to count, chart, clean or gather information, it belongs on this page.

Speed matters in this field too. The quicker you have a clear read on your first users, the quicker you fix what is broken and double down on what works. Browse the four subcategories below, use the filters to narrow by what you need, and sort by community votes when you want to see what other people rate. Listings appear newest first by default, so fresh launches get seen straight away.

Browse Analytics & Data by type

Analytics & Data: questions answered

What belongs in Analytics & Data?: Anything built to collect, process, analyse or report on information. That covers tracking how people use a product, dashboards for business reporting, tools that move data between systems, and survey or research products. Pure storage or hosting tools may fit better elsewhere.
How do I choose between the subcategories?: Pick the one that matches the main job your product does. If it watches behaviour inside an app, choose product analytics. If it reports across business data, choose business intelligence. Moving data is pipelines, and asking people questions is surveys and research.
Can my product appear in more than one category?: Every listing has one main category, chosen when you submit and included free. If your tool spans jobs, such as reporting and pipelines, a paid upgrade adds up to 3 more categories for $5.
How are products ordered on this page?: Newest first by default, so recent launches sit at the top. Visitors can switch to sorting by community votes instead. Votes can never be bought, so that order reflects what people genuinely rate rather than what anyone paid for.
What should I compare when choosing an analytics tool?: Check what data it needs from you, how quickly you get a usable answer, and whether you can export your data later. Look at how it handles your own users' privacy, and test whether a non-technical teammate can read the results without help.

Related categories

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