Last9 vs OpsLevel

Side-by-side comparison of AI visibility scores, market position, and capabilities

AI visibility is closely matched (23 vs 24)
Last9 logo

Last9

EmergingDeveloper Tools

Observability Platform

Last9 is a high-cardinality observability platform with a storage engine built for modern microservices, letting SRE teams retain full-dimensional metrics without cost explosions.

AI VisibilityBeta
Overall Score
D23
Category Rank
#1 of 1
AI Consensus
51%
Trend
up
Per Platform
ChatGPT
16
Perplexity
14
Gemini
19

About

Last9 is an observability platform engineered for high-cardinality metrics at the scale that modern microservices architectures generate. Most time-series databases degrade in query performance and cost efficiency as cardinality increases — a fundamental limitation that forces teams to drop dimensions, aggregate prematurely, or pay disproportionate infrastructure costs as their systems grow. Last9 addresses this with a storage engine built from the ground up for high-cardinality workloads, allowing SRE and platform teams to retain full-dimensional metrics without the cardinality-driven cost explosions that occur with Prometheus-based solutions or legacy commercial monitoring platforms.

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OpsLevel logo

OpsLevel

EmergingDeveloper Tools

Developer Portal

OpsLevel is a developer portal and service catalog for tracking service ownership, maturity scorecards, and production readiness across microservices.

AI VisibilityBeta
Overall Score
D24
Category Rank
#1 of 1
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
22
Perplexity
18
Gemini
26

About

OpsLevel is a developer portal platform that gives engineering organizations visibility into the services they operate, who owns them, and how mature they are relative to internal engineering standards. At its core, OpsLevel maintains a service catalog that maps every microservice, repository, and infrastructure component to a team owner, populating metadata automatically from integrations with GitHub, GitLab, PagerDuty, Datadog, and cloud providers. This catalog becomes the authoritative source of truth for answering questions like who to contact about a service, what tier of reliability it requires, and what dependencies it has — questions that are often unanswerable at engineering organizations that have grown past the point where everyone knows everything.

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AI Visibility Head-to-Head

23
Overall Score
24
#1
Category Rank
#1
51
AI Consensus
67
up
Trend
up
16
ChatGPT
22
14
Perplexity
18
19
Gemini
26
34
Claude
32
16
Grok
28

Capabilities & Ecosystem

Capabilities

Only Last9
Observability Platform
Only OpsLevel
Developer Portal

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