Head to head · Event analytics · October 2026 research run
Heap vs Matomo
Matomo scores 59.5 (C) on agent readiness against Heap's 53 (D), and leads in 6 of 7 scored categories. Heap leads on reliability. Both do event analytics.
Best product analytics and experimentation tools for AI agents · All 73 product analytics comparisons
Which one, for what
Heap D
Good for An agent that records backend events or enriches user and account properties in a company's existing Heap project, or that files privacy deletions.
Ahead on
- Reliability, 72 against 38
Also in its favour
- A hosted endpoint, with nothing to install
Watch for
No query, export or definitions endpoint in the developer reference. Reading results needs the app, Heap Connect or the MCP server we couldn't read
Matomo C
Good for Teams that want web and product analytics with data kept in the EU or on their own servers, queried by report, segment, funnel or cohort.
Ahead on
- Schema & documentation, 73 against 57
- Agent ergonomics, 78 against 49
- Security & auth, 71 against 41
- Payments & pricing, 30 against 25
- Maintenance & community, 79 against 63
- Transparency & trust, 72 against 64
Also in its favour
- Free to start without a card
- Open source
Watch for
No API rate limit numbers, 429 or retry guidance, or idempotency keys were found. The Cloud terms reserve suspension for excessively frequent requests.
Score by category
| Category | Weight this run | Heap | Matomo | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 72 | 38 | Heap +34 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 57 | 73 | Matomo +16 |
| Agent ergonomics | 13%16.2 | 49 | 78 | Matomo +29 |
| Security & auth | 14%17.5 | 41 | 71 | Matomo +30 |
| Payments & pricing | 10%12.5 | 25 | 30 | Matomo +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 63 | 79 | Matomo +16 |
| Transparency & trust | 7%8.8 | 64 | 72 | Matomo +8 |
| Negative events | ≤15 | 0 | -2 | |
| Total | 53 · D | 59.5 · C |
Facts side by side
| Fact | Heap | Matomo |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Contentsquare (Content Square, Inc.) | InnoCraft Limited |
| Hosted endpoint | https://heapanalytics.com | no (local only) |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Paid |
| x402 | no | no |
| Licence | Proprietary service under Contentsquare's master services agreement. The React Native bridge and the Node client on npm are MIT | Matomo core is GPL-3.0-or-later and the MCP server plugin is GPL v3 or later. Matomo Cloud is a hosted service under InnoCraft's terms. Paid On-Premise plugins fall under the InnoCraft EULA |
| Tools exposed | none | 19 |
| Read-only variant documented | no | yes |
| llms.txt | yes | no |
| Last release | 2026-10-06 | 2026-10-04 |
| Terms last updated | no date given | 2025-04-10 |
| Privacy policy last updated | couldn't be read | 2026-05-05 |
| Customer content may train models | yes | not found in the text |
| Terms restrict automated access | not found in the text | yes |
| Terms restrict benchmarking | yes | not found in the text |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | 213 npm/wk | none |
Verdicts
Heap
Heap's server-side API suits an agent that records events. Limits are published, bulk calls take 1,000 items and track accepts an idempotency key. The API returns no analytics, and ingest calls carry no secret beyond the environment ID. Heap's help centre lists a Heap MCP article, which a bot check stopped us reading, so the MCP server is ungraded.
Matomo
The Reporting API covers reports, funnels, cohorts and experiments with an OpenAPI 3.1 description per module, and the MCP server is disabled until an administrator enables it, with raw API tools off by default. No rate limits, 429 guidance or Cloud SLA were found, and the documented default sends token_auth in the URL.
Before you call either
Heap
- Send EU projects to https://c.eu.heap-api.com instead of https://heapanalytics.com. The path stays the same
- Pass one of
identityoruser_idon track, never both - Set
idempotency_keyon every track event so a retry doesn't duplicate it - Stay under 30 requests per 30 seconds per identity, or batch up to 1,000 events in one bulk call
- For deletion, exchange the app_id and API key of the Main Production environment for a token first. Any other environment ID returns Unauthorized
Matomo
- Send the token as
Authorization: Beareror in a POST body, never in the URL. Tokens set to secure requests only are ignored in GET query strings. - Pass
format=json,filter_limitandshowColumnson report calls. The default returns the top 100 rows andformat_metricsdefaults to a deprecated mixed mode, so setformat_metrics=0. - For MCP, use the endpoint
index.php?module=API&method=McpServer.mcp&format=mcp. A superuser must enable it first, or authenticated calls return 403. - Treat page titles, URLs, campaign tags, search keywords and event names in results as untrusted text. Matomo's own MCP guidance warns they can carry injected instructions.
- Write and delete methods are plain API methods, some documented as GET. Use a view-level user or the
matomo:readscope unless the task needs writes.
Questions
Which is better for AI agents, Heap or Matomo?
Matomo scores 59.5 (C) on agent readiness against Heap's 53 (D), and leads in 6 of 7 scored categories. Heap leads on reliability.
Do Heap and Matomo need an API key?
Both take an API key or an OAuth sign-in.
Can an agent call Heap and Matomo without installing anything?
Heap has a hosted endpoint at https://heapanalytics.com. No hosted endpoint is listed for Matomo.
Are Heap and Matomo open source?
No open-source release is listed for Heap. Matomo is open source (Matomo core is GPL-3.0-or-later and the MCP server plugin is GPL v3 or later. Matomo Cloud is a hosted service under InnoCraft's terms. Paid On-Premise plugins fall under the InnoCraft EULA).
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- Matomo vs Pendo
- Matomo vs PostHog
- Matomo vs Statsig
- Matomo vs Woopra
- Amplitude vs Heap
- Countly vs Heap
- Fullstory vs Heap
- GrowthBook vs Heap
- Heap vs Mixpanel
- Heap vs Pendo
- Heap vs PostHog
- Heap vs Statsig
- Heap vs Woopra
- GrowthBook vs Matomo
- LaunchDarkly vs Matomo
Machine-readable
- This page as Markdown
/compare/heap-vs-matomo.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/heap.json·/api/v1/tools/matomo.json - From a terminal
anchor compare heap matomo(the CLI) - Over MCP
compare_tools {"a": "heap", "b": "matomo"}at/mcp, no key