Rubrik vs Grafana Labs

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

Rubrik leads in AI visibility (77 vs 45)
Rubrik logo

Rubrik

LeaderBackup + Disaster Recovery

Cloud Data Management and Cyber Resilience

Publicly traded cloud data management and cyber resilience platform (RBRK) for enterprise backup, recovery, and ransomware protection; converged scale-out infrastructure replaces traditional backup software and media server architectures.

AI VisibilityBeta
Overall Score
B77
Category Rank
#1 of 1
AI Consensus
76%
Trend
up
Per Platform
ChatGPT
74
Perplexity
78
Gemini
84

About

Rubrik is a cloud data management and cyber resilience platform that provides enterprise backup, disaster recovery, ransomware protection, and data governance from a converged scale-out infrastructure that replaces traditional backup software and media server architectures with a software-defined approach running on commodity hardware or cloud. The platform's policy-driven data management engine allows administrators to define service level objectives — backup frequency, retention periods, recovery point objectives, and replication targets — at the virtual machine, application, or workload level, and the Rubrik cluster automatically manages all backup operations, deduplication, encryption, and tiering to object storage or cloud according to those policies without manual job scheduling. This policy-first model eliminates the operational complexity of managing thousands of individual backup jobs and schedules that makes traditional backup administration a full-time function at large enterprises.

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

77
Overall Score
45
#1
Category Rank
#1
76
AI Consensus
62
up
Trend
down
74
ChatGPT
46
78
Perplexity
41
84
Gemini
36
81
Claude
53
76
Grok
46

Key Details

Category
Cloud Data Management and Cyber Resilience
Metrics Visualization
Tier
Leader
Challenger
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Rubrik
Cloud Data Management and Cyber Resilience
Only Grafana Labs
Metrics Visualization

Integrations

Both integrate with
Only Rubrik
Grafana Labs is classified as company.

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