Lattice vs Grafana Labs

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

Lattice leads in AI visibility (64 vs 45)
Lattice logo

Lattice

ChallengerHR Tech

Performance Management

People management platform with $3B valuation serving 4,500+ companies; performance reviews, OKR tracking, engagement surveys, and HRIS expansion competing with Culture Amp and BambooHR.

AI VisibilityBeta
Overall Score
B64
Category Rank
#1 of 2
AI Consensus
81%
Trend
stable
Per Platform
ChatGPT
70
Perplexity
62
Gemini
63

About

Lattice is a people management platform combining performance management, employee engagement surveys, goals (OKRs), and HR analytics in a unified system designed to help companies build high-performing cultures. Founded in 2015 in San Francisco by Jack Altman and Eric Koslow and having raised over $328 million in funding at a $3 billion valuation, Lattice serves over 4,500 companies — from high-growth startups to public enterprises — with performance review automation, continuous feedback tools, and manager effectiveness tracking.

Full profile
Grafana Labs logo

Grafana Labs

ChallengerIT Operations & Observability

Metrics Visualization

Open-source observability leader with $6B valuation; Grafana dashboards plus Loki/Tempo/Mimir stack serving millions of installations as Datadog alternative with community-driven adoption.

AI VisibilityBeta
Overall Score
C45
Category Rank
#1 of 1
AI Consensus
62%
Trend
down
Per Platform
ChatGPT
46
Perplexity
41
Gemini
36

About

Grafana Labs is the company behind Grafana — the world's most widely used open-source observability and data visualization platform — providing the Grafana Cloud managed service, Grafana Enterprise, and a suite of open-source tools including Loki (log aggregation), Tempo (distributed tracing), and Mimir (long-term Prometheus metrics storage). Founded in 2019 by Raj Dutt, Torkel Ödegaard, and Tom Wilkie (the creators of the original Grafana open-source project) in New York, Grafana Labs has raised over $600 million at a $6 billion valuation.\n\nGrafana's open-source project — downloadable and self-hostable for free — has driven extraordinary community adoption: millions of Grafana installations globally power engineering, IoT, and business dashboards at organizations from startups to large enterprises. Grafana's plugin ecosystem connects to 200+ data sources (Prometheus, InfluxDB, Elasticsearch, AWS CloudWatch, databases), making it the universal observability visualization layer. Grafana Cloud packages the open-source tools into a fully managed SaaS offering with unlimited metrics, logs, traces, and dashboards.\n\nIn 2025, Grafana Labs competes in the observability platform market against Datadog, New Relic, Dynatrace, and the ELK/OpenSearch stack for enterprise monitoring and observability. Grafana's open-source-first model creates a moat through developer community and ecosystem — engineers who build personal dashboards on Grafana become advocates for Grafana Cloud at their employers. The company's OpenTelemetry alignment and multi-source data philosophy ("query any data, anywhere") differentiates it from Datadog's monolithic agent model. The 2025 strategy focuses on growing Grafana Cloud enterprise adoption, advancing AI-powered Sift (automatic anomaly investigation), and expanding the Grafana IRM (incident response management) product.

Full profile

AI Visibility Head-to-Head

64
Overall Score
45
#1
Category Rank
#1
81
AI Consensus
62
stable
Trend
down
70
ChatGPT
46
62
Perplexity
41
63
Gemini
36
65
Claude
53
64
Grok
46

Capabilities & Ecosystem

Capabilities

Only Lattice
Performance Management
Only Grafana Labs
Metrics Visualization

Integrations

Only Lattice
Grafana Labs is classified as company.

Track AI Visibility in Real Time

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