AI ranking change · 2026-07-14
Honeycomb overtakes Datadog as Gemini's #1 pick
for apm for microservices
Datadog→Honeycomb
On 2026-07-14, Gemini changed its #1 recommendation for best apm for microservices — dropping Datadog from the top spot in favor of Honeycomb. The previous #1 had held since 2026-07-09.
“Unmatched for high-cardinality debugging in microservices, enabling developers to query arbitrary dimensions (e.g., tenant ID, container ID, code version) instantly with its proprietary columnar datastore and BubbleUp feature. This makes it the most effective tool for resolving "needle in a haystack" issues in complex, distributed systems.”— Gemini
Is your product in this race?
APM for microservices rankings re-poll every week. Check where the AI models place your product — and get an email the moment it moves.
Get your AI Visibility Grade →Source: modelsagree.com · CC BY 4.0 · Every poll is public and re-checked continuously.