Which platform your logs, metrics and traces all go to
Summary
As of Aug 18, 2026, the market’s strongest steer is Grafana — followed by New Relic and Dynatrace.
The engines name 13 of the 23 products measured here — the other 10 are never mentioned in an answer.
Grafana is also the most searched for by name on this board.
“AI for observability. Observability for AI. One platform for both.” — 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 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 demand26,600 searches a month by name
Why it ranks here →
- AI answersnamed by Claude, Google's AI Mode and Google's AI Overview
- Search resultsnot in the top results where buyers search
- Buyer demand2,400 searches a month by name
Why it ranks here →
- AI answersnamed by Claude
- Search resultsranks #10 where buyers search
- Buyer demand1,000 searches a month by name
Why it ranks here →
- AI answersnamed by Claude, 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, 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, Gemini, Google's AI Mode and Google's AI Overview
- Search resultsnot in the top results where buyers search
- Buyer demand2,770 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 demand4,400 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 demand1,600 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 demand0 searches a month by name
Why it ranks here →
- AI answersnamed by 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 answersnot named in AI answers
- Search resultsnot in the top results where buyers search
- Buyer demand17,320 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 answersnamed by Claude
- 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 demand720 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 demand320 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.
“Better Stack is the most cost-effective at scale.”
Claude on Better Stack · Aug 18, 2026
“Best Storage-Efficient / Log-Heavy Alternative: OpenObserve or Coralogix If log management is what is driving up your Datadog bill (due to separate ingestion and indexing fees), look at these storage-optimized alternatives: - OpenObserve: An open-source,…”
Google's AI Mode on Coralogix · Aug 18, 2026
“Other notable tools include Maxim AI (quality-focused) and Datadog (enterprise infrastructure).”
Claude on Datadog · Aug 20, 2026
“New Relic - A comprehensive Application Performance Monitoring (APM) solution that includes error tracking along with performance insights.”
Claude on New Relic · Aug 18, 2026
“For Infrastructure + LLM Monitoring: OpenObserve is the strongest LLM observability platform in 2026 for teams that don't want a second monitoring stack: native OpenTelemetry LLM tracing, per-model and per-session cost tracking, and results living in the same…”
Claude on Openobserve · Aug 20, 2026
“It works with multiple storage backends like Cassandra, Elasticsearch, OpenSearch, ClickHouse, and more with head-based and tail-based sampling. - Grafana Tempo: A solid open source option for trace-only backends. - SigNoz: A modern, open-source observability…”
Claude on SigNoz · 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 platform your logs, metrics and traces all go to." Lytms AI. Measured Aug 18, 2026. https://lytms.ai/best/observability
Prefer the numbers? Download the observability platforms 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 23 products also appear on that roster — Better Stack, Datadog and Dynatrace among them.
3 of these 23 products also appear on that roster — Datadog, Groundcover and Openobserve.