Littledata vs Snowplow (2026): which should you pick?

Pick Littledata if

• Fits if your ad platforms report fewer orders than your Shopify store records
• Works for a Shopify brand that wants tracking set up without hiring a developer

Look elsewhere if

• Skip it if your store isn't on Shopify, as it only runs there
• Tight if you're staying free: there's no free plan, only a 30-day trial
• Pricey if you grow, since Scale goes from $159 a month at 1,500 orders to $219 at 2,000
• Watch out: support SLAs and managed onboarding are only on Plus, from $792 a month

Pick Snowplow if

• 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

Look elsewhere if

• 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

Littledata

• Runs only on Shopify, and is billed through Shopify Billing on a 30-day cycle.
• Flex has no monthly minimum and charges from $0.35 per order; the 30-day trial for Flex is capped at 500 orders.
• Scale and Plus prices rise with order volume: the plans page's calculator shows $219 a month at 2,000 orders on Scale.
• Support SLAs and managed onboarding are only on Plus; invoice payment is for annual plans.

Snowplow

• 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.

Littledata

One data layer for every channel

Captures browser and server events once and delivers the same events and revenue to each destination, replacing a separate pixel per platform.

Server-side conversion tracking

Maintains server-side connections from Shopify to Google, Meta, Klaviyo and other tools without Google Tag Manager.

Persistent ID

Recognizes returning shoppers for up to a year, so each order can be tied to the campaign that brought the visitor.

Event Editor (beta)

Customizes the server-side events sent to Meta, Google Ads, GA4 and Klaviyo using data from Shopify apps and metafields, with no code.

Bot protection

Filters bot traffic out of the events sent to analytics and ad platforms.

Shopify Markets and headless support

Tracks across Shopify Markets countries and supports headless and Hydrogen storefronts, listed on every plan.

Snowplow

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.

Littledata

• Scale$159

  per month for up to 1,500 orders, billed monthly

  Includes 1,500 orders a month, then from $0.15 per order. Real-time chat and email support. Annual billing is listed as 20% cheaper.

• Plus$792

  per month for up to 10,000 orders, billed monthly

  Includes 10,000 orders a month, then from $0.03 per order. Adds managed onboarding, support SLAs and multi-store billing. Annual billing is 20% cheaper.

Snowplow

Pricing could not be confirmed. See snowplow.io.

Littledata

• Annual discount

  Save 20% with annual billing

  The plans page offers a Pay annually option labeled as a 20% saving over paying monthly.

Snowplow

No public discounts listed.