Measure.events vs PostHog: Which Analytics Tool Is Right for Your SaaS?
PostHog is the darling of the Hacker News crowd. Open source, self-hostable, crammed with features — product analytics, session recordings, feature flags, A/B testing, funnels, heatmaps. It’s a product analytics platform.
Measure.events is none of that. It’s analytics done specifically right — privacy-first, cookieless, lightweight, and built for a world where your AI agents need to read your data as easily as you do.
The question isn’t which is “better.” It’s which one fits where you are right now.
What PostHog Does
PostHog is a full product analytics suite. A non-exhaustive list of what you get:
- Session recordings — watch users interact with your app
- Feature flags — ship to 10% of users, roll back instantly
- A/B testing — experiment on UI changes, pricing, copy
- Funnels — see where users drop off in onboarding
- Cohort analysis — track how user groups behave over time
- Heatmaps — where users click, scroll, and ignore
- Event autocapture — track everything, retroactively query it
PostHog has raised over $165M. Their platform is genuinely impressive. If you need all of this, PostHog is the right call.
The question is: do you?
What Measure.events Does
Measure.events answers: how many people are visiting, where are they coming from, and what are they reading?
That’s it. Traffic, referrers, top pages, trends. No session recordings. No feature flags. No A/B testing.
What Measure adds that PostHog doesn’t:
Cookieless by default. No consent banner required. No GDPR headaches. No 35–60% consent decline rates gutting your data. You see 100% of your traffic, always.
Agent-native access. Your AI agents — Claude, GPT-4, Cursor, custom MCP servers — can query your analytics directly. Ask: “What’s my top referrer this week?” and get an answer. PostHog doesn’t have an MCP server. Measure does.
Flat pricing. $29/month. No event tiers. No “you’ve exceeded your monthly limit.” No surprise bills when a post goes viral.
PostHog Pricing: The Hidden Escalation
PostHog’s free tier is generous: 1 million events/month free. But the math gets ugly fast for growing products.
| Monthly Events | PostHog Cost |
|---|---|
| 1M | $0 |
| 2M | ~$188 |
| 5M | ~$370 |
| 10M | ~$680 |
Add session recordings: $0.005/recording. 5,000 recordings/month = $25 extra. Feature flags: separate pricing tier.
If you’re tracking a SaaS with real engagement — users logging in, taking actions, returning — you’re looking at $200-500/month easily. That’s before you need the advanced features that justify the complexity.
Measure.events: $29/month. Period.
Self-Hosting PostHog: The Real Cost
PostHog is self-hostable (Kubernetes, Postgres, Kafka, ClickHouse, Redis). The infrastructure cost for a production deployment:
- Minimum viable: $80-150/month on AWS/GCP
- Production with some scale: $300-500/month
- Engineering time: 2-4 hours initial setup, ongoing maintenance
PostHog’s own documentation recommends at least 4GB RAM for a basic deployment. Their hobby tier (DigitalOcean, 4GB) is $28/month just for the droplet — and that’s before storage, backups, or any traffic.
The “free open source” option ends up costing $96-187/month in real infrastructure, plus your time.
Measure.events is managed SaaS. $29/month. No Kubernetes. No maintenance.
The Agent-Native Gap
This one’s forward-looking but increasingly relevant.
PostHog has APIs. They’re comprehensive and well-documented. But they’re built for developers writing code — not AI agents asking questions.
Measure.events ships an MCP server that plugs directly into Claude Desktop, Cursor, and any MCP-compatible AI client. Your agents can:
- Ask about traffic trends in plain English
- Monitor for traffic spikes autonomously
- Generate weekly reports without you lifting a finger
- Debug marketing campaigns by querying referrer data in real-time
This isn’t theoretical. If you’re building AI-native products or using AI agents in your workflow, analytics your agents can read is table stakes — and Measure is the only tool that treats this as a first-class feature.
Who Should Use PostHog
- Product teams with 5+ engineers who need session recordings, feature flags, and A/B testing
- B2B SaaS products where user behavior in-app is the core metric (time in feature, conversion rates)
- Companies ready to spend $200-500/month on product analytics infrastructure
- Teams with engineering bandwidth to maintain a PostHog deployment or manage the cloud billing
PostHog earns its complexity at this scale. It’s genuinely the best full-stack product analytics platform for teams that need it.
Who Should Use Measure.events
- Indie hackers and solo founders who want traffic data without DevOps overhead
- Early-stage SaaS products (pre-Series A) where traffic and signups are the primary KPIs
- Privacy-first products that want to drop the cookie consent banner entirely
- AI-native builders who want their agents to query analytics without writing API wrappers
- Marketing-led growth products where referrer tracking and content performance matter most
- Teams that are tired of their analytics bill — $29/month flat is predictable budgeting
If you’re asking “where is my traffic coming from and is it growing?” — Measure.events answers that in 30 seconds of setup. No Kafka, no ClickHouse, no feature flag configuration.
Head-to-Head
| Feature | Measure.events | PostHog |
|---|---|---|
| Privacy-first / cookieless | ✅ | ❌ (uses cookies by default) |
| No consent banner | ✅ | ❌ |
| Agent/MCP access | ✅ | ❌ |
| Traffic & referrers | ✅ | ✅ |
| Session recordings | ❌ | ✅ |
| Feature flags | ❌ | ✅ |
| A/B testing | ❌ | ✅ |
| Funnel analysis | ❌ | ✅ |
| Pricing | $29/mo flat | $0–$500+/mo |
| Self-hostable | ❌ | ✅ |
| Setup time | 2 minutes | 2–4 hours |
The Verdict
PostHog is the right tool when you need a full product analytics suite and have the team to use it. It’s one of the best open-source software products ever built.
Measure.events is the right tool when you want to know what’s working in your marketing and content, you care about user privacy, you want AI agents to have access to your data, and you’d rather spend $29/month than $400.
Most early-stage products don’t need PostHog’s feature set yet. Most teams that reach PostHog-scale already have analytics engineers who can manage it. The gap — early-growth SaaS with real privacy concerns and an AI-augmented workflow — is exactly where Measure.events lives.
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