Which system your production errors and stack traces land in
Summary
As of Aug 18, 2026, the market’s strongest steer is Sentry — followed by Raygun and Rollbar.
The engines name 16 of the 36 products measured here — the other 20 are never mentioned in an answer.
Sentry is also the most searched for by name on this board.
“Code breaks, fix it faster” — their words · Aug 14, 2026
The rest of the board, ranked by what the market says — every score’s receipts one click away.
Why it ranks here →
- AI answersnamed by Claude, Gemini, Google's AI Mode and Google's AI Overview
- Search resultsranks #5 where buyers search
- Buyer demand49,500 searches a month by name
Why it ranks here →
- AI answersnamed by Claude, Gemini, Google's AI Mode and Google's AI Overview
- Search resultsnot in the top results where buyers search
- Buyer demand5,400 searches a month by name
Why it ranks here →
- AI answersnamed by Claude, Gemini and Google's AI Mode
- Search resultsranks #4 where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnamed by Claude, Gemini, Google's AI Mode and Google's AI Overview
- Search resultsnot in the top results where buyers search
- Buyer demand1,600 searches a month by name
Why it ranks here →
- AI answersnamed by Claude
- Search resultsnot in the top results where buyers search
- Buyer demand31,500 searches a month by name
Why it ranks here →
- AI answersnamed by Claude, Gemini and Google's AI Mode
- Search resultsnot in the top results where buyers search
- Buyer demand480 searches a month by name
Why it ranks here →
- AI answersnamed by Claude, Gemini, Google's AI Mode and Google's AI Overview
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnamed by Claude
- Search resultsnot in the top results where buyers search
- Buyer demand2,770 searches a month by name
Why it ranks here →
- AI answersnamed by Gemini
- Search resultsnot in the top results where buyers search
- Buyer demand880 searches a month by name
Why it ranks here →
- AI answersnamed by Claude, Gemini, Google's AI Mode and Google's AI Overview
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnamed by Google's AI Mode
- Search resultsnot in the top results where buyers search
- Buyer demand140 searches a month by name
Why it ranks here →
- AI answersnamed by Claude and Gemini
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnamed by Claude
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnamed by Google's AI Mode
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnamed by Google's AI Overview
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand123,680 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand53,700 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand26,600 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand5,400 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand5,400 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand1,900 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand880 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand590 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand590 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
Why it ranks here →
- AI answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand0 searches a month by name
What the engines say
Verbatim, from the answers themselves. We quote what an engine said and when it said it — never a paraphrase, and never our summary of it.
“Other Budget Options Airbrake is a good choice for smaller teams or shops using Django or JavaScript frameworks that want a simple, reliable solution, and GlitchTip's simplicity is its strength, making it a credible solution for smaller engineering teams or…”
Claude on Airbrake · Aug 18, 2026
“Better Stack is the most cost-effective at scale.”
Claude on Better Stack · Aug 18, 2026
“Bugsnag - User-friendly error monitoring with good release tracking and stability insights.”
Claude on Bugsnag · Aug 18, 2026
“Other notable tools include Maxim AI (quality-focused) and Datadog (enterprise infrastructure).”
Claude on Datadog · Aug 20, 2026
“Other Budget Options Airbrake is a good choice for smaller teams or shops using Django or JavaScript frameworks that want a simple, reliable solution, and GlitchTip's simplicity is its strength, making it a credible solution for smaller engineering teams or…”
Claude on GlitchTip · Aug 18, 2026
“LogRocket - Particularly strong for frontend/web application monitoring with session replay capabilities, helping you see what users experienced when errors occurred.”
Claude on LogRocket · Aug 18, 2026
Engines asked for this category: Claude, Gemini, Google's AI Mode and Google's AI Overview.
Check it yourself
Ask ChatGPT about this market →
You will not get our answer back, and you should not expect to. A single reply varies by the day, the account and the wording; the board is what several engines named across a fixed set of buying questions, recorded over time. What you can check is the part that matters — whether the products we say the engines name are the ones you are shown.
What decides a position
Four signals, chosen because a vendor cannot buy any of them directly. Each is a measurement of what the market does, not of what a company says.
What AI engines answer when buyers ask what to use for a job.
Where the product stands in the search results buyers actually see for the category’s buying queries — including who owns the answer box.
How many buyers search for the product by name.
Whether the product is gaining or losing ground against the others in its market, measured between dated captures rather than claimed.
A product is scored on the signals we could actually measure for it, and a signal we could not measure is left out rather than counted as zero. This is not a quality rating and not a recommendation. It measures how present and how well-regarded a product is across public surfaces — a different question from whether it is right for you.
Cite this
Free to quote, with attribution. Add your own accessed date if your style needs one — the date below is when we measured, which is the one that decides whether a number is still current.
The Lytms Index. "Which system your production errors and stack traces land in." Lytms AI. Measured Aug 18, 2026. https://lytms.ai/best/error-monitoring
Prefer the numbers? Download the error monitoring board as CSV — every row and every evidence line exactly as shown above, nothing extra.
Markets next to this one
Related because the rosters overlap, which is a fact about the products we track rather than a judgment about the markets. Each row says how much.
7 of these 36 products also appear on that roster — Better Stack, Datadog and Dynatrace among them.
4 of these 36 products also appear on that roster — Better Stack, Confluence and Ilert among them.
2 of these 36 products also appear on that roster — Fullstory and LogRocket.
In collection — it publishes when the signals behind it are sufficient.