Last9 vs GitLab

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

GitLab leads in AI visibility (99 vs 23)
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.

Full profile
GitLab logo

GitLab

LeaderDevOps

CI/CD & DevOps Platform

NASDAQ-listed (GTLB) DevOps platform with source code, CI/CD, security, and project management in one application; competing with GitHub (Microsoft) for 40M+ registered users at $750M+ revenue with self-hosted deployment option.

AI VisibilityBeta
Overall Score
A99
Category Rank
#1 of 1
AI Consensus
92%
Trend
up
Per Platform
ChatGPT
97
Perplexity
97
Gemini
99

About

GitLab is a San Francisco-based DevOps platform providing source code management, CI/CD pipelines, security scanning, container registry, and project management in a single application for software development organizations globally. Listed on NASDAQ (NASDAQ: GTLB), GitLab was founded in 2011 by Dmitriy Zaporozhets and Sid Sijbrandij and generated $750+ million in revenue in fiscal year 2025, serving 40+ million registered users and enterprise customers including Goldman Sachs, T-Mobile, and Airbus. The all-in-one DevOps approach consolidates what typically requires separate tools — GitHub (repos), CircleCI (CI), Snyk (security), Jira (project management) — into one integrated platform.

Full profile

AI Visibility Head-to-Head

23
Overall Score
99
#1
Category Rank
#1
51
AI Consensus
92
up
Trend
up
16
ChatGPT
97
14
Perplexity
97
19
Gemini
99
34
Claude
99
16
Grok
96

Key Details

Category
Observability Platform
CI/CD & DevOps Platform
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Last9
Observability Platform
Only GitLab
CI/CD & DevOps Platform

Integrations

Only GitLab
GitLab is classified as company.

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.