The Snowplow Insider’s Guide
Everything we know about Snowplow in one document: what it costs, its grades, getting a refund, getting help and what else to look at. Read it here, or keep a copy.
Snowplow
The Insider’s Guide
Event data collection pipeline for your warehouse and AI agents
Every plan, grade, refund rule and rival among website and product analytics tools, read from Snowplow’s own pages.
Made by Snowplow Analytics Ltd · checked Nov 12, 2026 · toolgpa.com
Contents
- 01WelcomeWhat it is, who it suits, its grades and the ten things to know first
- 02What it costsEvery plan, the free plan, ways to pay less and how prices have moved
- 03What it doesIts main features, where it runs, what it works with and who makes it
- 04Where it standsIts grades against its category, and whether to keep it or make your own
- 05The alternativesThe tools it is most often weighed against, side by side
- 06Quick answersThe questions people ask about it, each answered in a line or two
- 07About ToolGPAWho made this guide, what else is on the site, and how to cite it
ToolGPA put this guide together from Snowplow’s own pages, its app-store listings and our grades. Every fact in it is on Snowplow’s page too, where it is kept up to date. Checked Nov 12, 2026.
Part 01 · Overview
Welcome
What it is, who it suits, its grades and the ten things to know first
2.2
GPA, above 18 of the 58 other website and product analytics tools we grade
Snowplow is a customer data infrastructure platform that collects event-level behavioral data through trackers for web, apps and servers, validates and enriches it, and delivers it to a warehouse, lake or stream. It also offers digital and ecommerce analytics models and a self-hosted pipeline option.
To get you started, here are 8 things to know about Snowplow, taken from its own pages and our grades.
It's infrastructure for people with data engineering skills, not a ready dashboard, and it shows no prices.
- 1
Best for event data infrastructure for data teams
Snowplow collects event data and sends it to your warehouse, with validation and modelling built in.
- 2
You can try it first
14-day free trial with full product, no credit card required
- 3
It runs on Web
Web.
- 4
Event tracking
More than 20 first-party trackers and webhooks collect events from web, mobile and server sources.
- 5
Validation and enrichment
Events are validated and enriched in stream as they arrive, with data quality monitoring.
- 6
Warehouse and stream delivery
Data goes to destinations such as Snowflake, Databricks, Google BigQuery, Amazon S3 and Kafka.
- 7
A 2.2 GPA, above 18 of 58
That is against the other website and product analytics tools we grade, on value, the free plan, features, ease of use and platforms.
- 8
Keep it
Nothing Snowplow does is plain enough to make in a weekend. The 4 things listed below take a company.
Snowplow at a glance
- Pricing
- Free trial
- Free plan
- No
- Free trial
- 14-day free trial with full product, no credit card required
- Runs on
- Web
- Made by
- Snowplow Analytics Ltd
- Category
- Website & Product Analytics
- Our grade
- 2.2 GPA, fair
The report card
Best for event data infrastructure for data teams
Snowplow collects event data and sends it to your warehouse, with validation and modelling built in. It's infrastructure for people with data engineering skills, not a ready dashboard, and it shows no prices.
| Subject | Grade | Comment |
|---|---|---|
| Value for money | C | No prices are published; rates depend on event volume, hosting or consumption, and you request a quote. |
| Free plan and trial | C | 14-day trial of the full product with no card. No free plan. |
| Features | B | Event tracking, validation, enrichment, delivery to warehouses and streams, modelling and event forwarding. It covers the pipeline but gives you no ready dashboard. |
| Ease of use | D | No store rating on record, and the listing says it suits teams with data engineering skills. |
| Platforms and integrations | B | Web only, but it delivers to Snowflake, Databricks, BigQuery, S3 and Kafka, and links to AI tools such as AWS Bedrock. |
An A is worth 4 points, a B 3, a C 2, a D 1 and an F nothing. The GPA is the average of the five.
Who Snowplow is for
- Fits if you have data engineers and want to own your event data in your own warehouse
- Works for a company that needs a tracking plan with validation
Who it is not for
- Skip it if you want a dashboard to open and read, as it's infrastructure
- Not for you if no one on your team writes data code
- Skip it if you want a price on the page, as none is published
- Watch out: the self-hosted pipeline is for former open-source users and drops the non-commercial limit in the SLULA 1.1 license
Good to know
Good for
- Data engineering teams that want to own raw event data
- Companies sending behavioral data to a warehouse or AI agents
Worth knowing
- No prices are published; the page says rates depend on event volume, hosting, consumption or destinations, and asks you to request a quote.
- The self-hosted pipeline is aimed at previous open-source users and removes the non-commercial restriction in the SLULA 1.1 license.
- It is data infrastructure rather than a ready-made dashboard tool, so it suits teams with data engineering skills.
Part 02 · Pricing
What it costs
Every plan, the free plan, ways to pay less and how prices have moved
Snowplow's current pricing could not be confirmed from its own site.
No prices are published; rates depend on event volume, hosting or consumption, and you request a quote.
We could not confirm Snowplow’s current prices from its own site, so this guide lists no plans. snowplow.io has them.
Part 03 · Features
What it does
Its main features, where it runs, what it works with and who makes it
1
Place it runs: Web
Event data collection pipeline for your warehouse and AI agents. Here is what it does, as its own site describes it, and what it covers: self-hostable, dashboards, web analytics.
Event tracking, validation, enrichment, delivery to warehouses and streams, modelling and event forwarding.
- Event tracking
- More than 20 first-party trackers and webhooks collect events from web, mobile and server sources.
- Validation and enrichment
- Events are validated and enriched in stream as they arrive, with data quality monitoring.
- Warehouse and stream delivery
- Data goes to destinations such as Snowflake, Databricks, Google BigQuery, Amazon S3 and Kafka.
- Modeling and analytics
- Digital analytics and ecommerce analytics models run on data in your warehouse.
- Signals and event forwarding
- Signals serves live customer context to apps and agents; event forwarding sends events to other tools.
Where it runs
- Web
What it works with
- Snowflake
- Databricks
- Google BigQuery
- Amazon S3
- Kafka
- AWS Bedrock
- LangChain
- Vercel AI SDK
Snowplow is made by Snowplow Analytics Ltd.
Part 04 · Standing
Where it stands
Its grades against its category, and whether to keep it or make your own
18/58
Other website and product analytics tools it is graded above
Snowplow's GPA of 2.2 is higher than 18 of the 58 other website and product analytics tools we grade, and level with 13.
It stands best on features (B, above 33 of 58) and worst on ease of use (D, above 0).
Each grade against the category
Every bar is all 59 website and product analytics tools we grade, cut by the letter each got. Snowplow’s own letter is outlined.
- CValue for moneyAbove 5 of 58
- CFree plan and trialAbove 17 of 58
- BFeaturesAbove 33 of 58
- DEase of useAbove 0 of 58
- BPlatforms and integrationsAbove 20 of 58
Keep it, or make your own?
Whether this is something you could build for yourself with an AI app builder, and what you would give up.
Keep it
Nothing Snowplow does is plain enough to make in a weekend. The 4 things listed below take a company.
That makes this kind of software worth paying for, not this one in particular: 27 of the 58 other website and product analytics tools grade higher.
What you could not
- A tracking script and a database that counts every visit.
- Connections that pull numbers from dozens of other services.
- It plugs into other products, Snowflake, Databricks and Google BigQuery among them.
- The depth: we grade its features B, which means it covers the whole job.
What this rests on. Snowplow’s listing: what it does, where it runs, what it plugs into and what it costs. It is a judgement about the kind of software this is. We have not built a replacement for it, and making your own means looking after it too. How we decide, and every tool’s verdict.
Part 05 · Alternatives
The alternatives
The tools it is most often weighed against, side by side
Segment, PostHog, Mixpanel, Amplitude and Countly
The 5 tools Snowplow is most often weighed against, with where each one differs from it.
- 2.4GPA
Segment
Free trial
Customer data platform from Twilio that collects and routes events.
- Snowplow is self-hostable, according to its own site.
- Snowplow also covers dashboards and web analytics.
- Segment also covers workflow automation.
- 3.2GPA
PostHog
Free plan · from $0.00005
Open-source product analytics with replays, flags and surveys.
- PostHog has a free plan. Snowplow does not, though it has a free trial.
- PostHog is open source, according to its own site.
- Snowplow also covers dashboards.
- 3.0GPA
Mixpanel
Free plan · from $100/mo
Event-based product analytics with replays, flags and experiments.
- Mixpanel has a free plan. Snowplow does not, though it has a free trial.
- Snowplow is self-hostable, according to its own site.
- Snowplow also covers dashboards.
- 3.0GPA
Amplitude
Free plan · from $900/yr
Product analytics with session replay, experiments and in-app guides.
- Amplitude has a free plan. Snowplow does not, though it has a free trial.
- Snowplow is self-hostable, according to its own site.
- Snowplow also covers dashboards.
- 2.2GPA
Countly
Free plan · from $175/mo
Self-hosted product analytics for web, mobile and desktop apps.
- Countly has a free plan. Snowplow does not, though it has a free trial.
- Countly is open source, according to its own site.
- Snowplow also covers dashboards.
Part 06 · Questions
Quick answers
The questions people ask about it, each answered in a line or two
11
Questions, each answered in a line or two
The short version of everything above, for when you only need the answer. Each one is told in full in its part of the guide.
Is Snowplow free?
No, Snowplow is a paid product, but you can try it first. 14-day free trial with full product, no credit card required.
What platforms does Snowplow work on?
Snowplow is available on Web.
Does Snowplow have an Android app?
No Android app was listed when its pages were read on Nov 12, 2026. Snowplow is listed for Web.
Does Snowplow have an iPhone app?
No iPhone app was listed when its pages were read on Nov 12, 2026. Snowplow is listed for Web.
Is Snowplow open source?
Snowplow is not described as open source on its own site, as read on Nov 12, 2026.
Can Snowplow be self-hosted?
Yes. Snowplow's own site says it can be run on a server of your own.
What does Snowplow integrate with?
Snowplow's listing names Snowflake, Databricks, Google BigQuery, Amazon S3, Kafka, AWS Bedrock, LangChain and Vercel AI SDK.
Who makes Snowplow?
Snowplow is made by Snowplow Analytics Ltd.
What are the alternatives to Snowplow?
The closest alternatives to Snowplow in our directory are Segment, PostHog, Mixpanel, Amplitude and Countly.
How does Snowplow compare with other website and product analytics tools?
Snowplow's GPA of 2.2 is higher than 18 of the 58 other website and product analytics tools we grade, and level with 13.
Could I make my own version of Snowplow?
Nothing Snowplow does is plain enough to make in a weekend. The 4 things listed below take a company.
Where this guide comes from
The prices, plans, platforms and features were read from Snowplow’s own pages on Nov 12, 2026, and the grades were given on Nov 12, 2026. Graded from this listing, whose facts were read from Snowplow Analytics Ltd's own pages on 12 November 2026. Not based on using the product, and shorter than our full reviews.
Every tool we list gets five grades, A to F, each with its reason, and a GPA that averages them. How each is decided is at toolgpa.com/grades. This guide is ToolGPA’s own work; it is not made, paid for or approved by Snowplow Analytics Ltd. Prices change, so check snowplow.io before you buy.
Part 07 · About
About ToolGPA
Who made this guide, what else is on the site, and how to cite it
5,038
Tools graded, in 95 categories
ToolGPA grades software the way a school report grades a pupil: five subjects, a letter for each with the reason written beside it, and a GPA that averages them. Prices, plans and platforms are read from each maker’s own pages and dated, so you always know how fresh a figure is.
Every grade, review and ranking on ToolGPA is our own judgement. No company can pay for a grade or change one. Every tool on the site has a guide like this one, free to download and pass on. It all lives at toolgpa.com.
5,038
tools graded
95
categories
739
price changes on record
579
apps priced in 12 countries
What else is on toolgpa.com
- Snowplow, kept up to dateEverything in this guide, with prices and grades as they are todaytoolgpa.com/tools/snowplow
- How grades are givenThe rules behind every letter and every GPAtoolgpa.com/grades
- Value chartsWhat each tool costs against what it scores, for every categorytoolgpa.com/charts
- CompareAny two tools side by side, plan by plantoolgpa.com/compare
- Price changesEvery price rise and cut on record, each with its sourcetoolgpa.com/price-changes
- Prices by countryWhat apps cost on the App Store in 12 countriestoolgpa.com/prices-by-country
- Pay lessEvery public discount: yearly billing, students, nonprofitstoolgpa.com/save
- Keep or makeWhich tools are worth paying for, and which you could build yourselftoolgpa.com/keep-or-make
Scan for the live page
Prices and grades as they are today
Quoting this guide?
Please name ToolGPA and link to the live page, so readers can check the figures for themselves:
ToolGPA, "Snowplow: The Insider's Guide", checked Nov 12, 2026. https://toolgpa.com/tools/snowplow
Know someone choosing between website and product analytics tools?
Send them this guide: toolgpa.com/tools/snowplow/guide
ToolGPA elsewhere: youtube.com/@toolgpa
See our other guides
The best-graded website and product analytics tools after Snowplow, each with an Insider's Guide of its own.
- Website & Product Analytics Insider's GuideEvery one of the 59 website and product analytics tools we grade, compared
- Google Analytics Insider's GuideGoogle's free website and app analytics, with a paid 360 tier3.4 GPA
- Microsoft Clarity Insider's GuideFree session recordings and heatmaps from Microsoft, no traffic cap3.2 GPA
- PostHog Insider's GuideOpen-source product analytics with replays, flags and surveys3.2 GPA
Choosing software? Every tool graded, every price dated.
Compare tools at toolgpa.com ›Everything in this guide is ToolGPA’s own summary of what Snowplow’s pages, its app-store listings and public reviews said on the dates shown. Grades are our judgement under the rules at toolgpa.com/grades. Every grade, review and ranking on ToolGPA is our own judgement. No company can pay for a grade or change one. Snowplow is a trademark of its owner, and this guide is not made, paid for or approved by Snowplow Analytics Ltd. Prices and plans change: check snowplow.io before you buy.