Leaving Mixpanel?
Mixpanel is a great product-analytics tool, and a hosted one you never own. Pricing is by event volume, so the bill climbs steeply as you grow, and the generous startup year ends in a cliff. smolanalytics keeps the price flat, keeps your data exportable in one file, tells you what to fix, and lets your own AI answer questions for free.
the same week, counted both ways
These are our own numbers for this site, not a benchmark we designed to win. Over 7 days a JavaScript pixel — which is what Mixpanel uses — recorded 33 visitors. Reporting from the server over the same week recorded 940 fetches by 11 AI crawlers across 174 pages.
Those reads happen whether or not anyone clicks through. When an assistant answers in place there is no visit for Mixpanel to record, and nothing in its reports says so.
Not a knock on Mixpanel: no pixel can see this, because these crawlers execute no JavaScript. It is a different data source, and ours reports both halves on one log. Measured 2026-08-21 · recomputed hourly, never hand-typed.
is smolanalytics a good Mixpanel alternative?
Yes, if what pushed you off Mixpanel is the bill or not owning your data. Mixpanel is a hosted product-analytics tool: your events live on their servers, pricing is by event volume so the cost climbs steeply as you grow, and the generous startup year ends in a cliff where you either pay a large bill or downgrade. Add-ons like session replay and group analytics are priced separately. smolanalytics runs each project on its own isolated instance, your data exports in one file any time, and pricing is a 14-day trial at Pro limits with no card, then $19/month ($6 per million past it) and a dashboard that never locks. It still does funnels, retention, and paths, adds a daily verdict on what to fix, and lets your own Claude or Cursor answer questions over MCP on your own model, so there is no AI bill. Answers come from the same deterministic reports the dashboard renders. And if the product you measure is itself an AI agent, the same engine computes its observability from the same events (tool-call latency p50/p90/p99, error taxonomy, and conversation health like re-ask and resolution), which Mixpanel does not do. It now ships feature flags, A/B experiments, heatmaps, surveys, and an event-based session inspector; the one thing it does not do is pixel-perfect DOM session replay, so keep Mixpanel if you need that or its deep report builder.
why people leave Mixpanel
“We were DOWNGRADED from 20M events a month to 10K… I’ve been on the search for an alternative ever since.”
Hacker News
“At one point our mixpanel bill was more than our AWS one.”
Hacker News
“MixPanel is write-once, read-forever. aka if you misspell something or change definitions you end up in a bad place.”
Hacker News
Mixpanel vs smolanalytics
| Mixpanel | smolanalytics | |
|---|---|---|
| Own your data | hosted only, on their servers | an isolated instance per project, exports in one file |
| Cost as you grow | by event volume, climbs steeply | $6 per million overage, dashboard never locks |
| The free-tier cliff | startup year ends, big bill or downgrade | no cliff: flat $19/$49 plans, $6 per million after |
| Add-ons | replay, group analytics, flags priced separately | one price, no per-feature upsell |
| Tells you what to fix | dashboards you interrogate | a verdict, every morning |
| Ask in plain English | their own AI feature | your own AI over MCP, free, computed not guessed |
when to keep Mixpanel
- You need pixel-perfect DOM session replay, or Mixpanel's deep report builder and cohorts. smolanalytics now ships feature flags, A/B experiments, heatmaps, surveys, and an event-based session inspector, but not video-style DOM replay, and Mixpanel's report builder goes deeper.
- You are still inside the free tier or the startup year and not owning the data does not bother you. Mixpanel's free tier is genuinely generous, and if the bill never bites, there is no reason to move.
Switch in 30 seconds
# no sales call, no annual contract npx smolanalytics init # paste your project key, it wires the snippet + MCP
Or paste one line into Cursor / Claude Code and it installs itself, wires your real signup and checkout events and proves they fire, something no hosted tool can do. Then ask anything: no model to pay for, and no number it can make up.
questions
Is smolanalytics a good Mixpanel alternative?
Yes, if the bill or not owning your data is what pushed you off Mixpanel. Mixpanel is hosted and priced by event volume, so cost climbs steeply as you grow and the startup year ends in a cliff. smolanalytics runs each project on its own isolated instance with your data exportable in one file, free for 14 days on the full trial, then $19/month ($6 per million past it) and a dashboard that never locks. It does funnels, retention, and paths, leads with a verdict on what to fix, and your own Claude or Cursor answers questions over MCP for free. It now ships feature flags, A/B experiments, heatmaps, surveys, and an event-based session inspector too; the one thing it does not do is pixel-perfect DOM session replay.
Can I bring my Mixpanel data over?
Yes, and without an export file: your connected coding agent calls the migrate_from MCP tool with your Mixpanel API secret and a date range, and it pulls your history straight from Mixpanel's API into your instance — dry-run first, so you see the counts and sample events before anything is written, and $insert_id is preserved so re-running the same range never double-counts. Your history comes with you and your graphs don't start at zero.
How is the pricing different from Mixpanel?
It is flat and cheap, and it never meters your sites or your teammates. Overage is $6 per million (a fraction of what the big hosted tools charge per million), every charge gets an emailed receipt, and the dashboard never locks. There is no free tier; the 14-day trial at Pro limits is the free experience.
What does smolanalytics not do that Mixpanel does?
The one thing it does not do is pixel-perfect DOM session replay, so if you need video-style recording, keep Mixpanel for that. Everything else is now in the box: feature flags, A/B experiments, heatmaps, surveys, and an event-based session inspector, on top of funnels, retention, paths, and a straight answer on what to fix, that you own and can ask in plain English.
Get the verdict, not another dashboard.
You shipped all quarter; this tells you which of it did anything. It finds what changed, names who it hit, prices it when the metric carries revenue, and shows the receipt when it heals itself. Mark a finding acted and it verifies the fix when the metric recovers. One snippet, your data exports in one file. 14-day trial at Pro limits, no card.