Cerebras Systems vs Grafana Labs

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

Cerebras Systems leads in AI visibility (60 vs 45)
Cerebras Systems logo

Cerebras Systems

ChallengerAI Infrastructure

AI Chips & Hardware

Wafer-scale AI chip maker with WSE-3 (4T transistors). Founded 2015, $23B valuation, ~$2.9B total funding. $10B+ deal with OpenAI. IPO expected Q2 2026 (CBRS).

AI VisibilityBeta
Overall Score
B60
Category Rank
#1 of 3
AI Consensus
49%
Trend
up
Per Platform
ChatGPT
61
Perplexity
71
Gemini
53

About

Cerebras Systems is an AI hardware company founded in 2015 by Andrew Feldman, Gary Lauterbach, Michael James, Sean Lie, and Jean-Philippe Fricker, headquartered in Los Altos, California. The company designs the world's largest AI processor, the Wafer-Scale Engine (WSE-3), containing 4 trillion transistors and 900,000 AI-optimized cores on a single wafer-sized chip with 44GB on-chip SRAM.

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

60
Overall Score
45
#1
Category Rank
#1
49
AI Consensus
62
up
Trend
down
61
ChatGPT
46
71
Perplexity
41
53
Gemini
36
53
Claude
53
69
Grok
46

Key Details

Category
AI Chips & Hardware
Metrics Visualization
Tier
Challenger
Challenger
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Cerebras Systems
AI Chips & Hardware
Only Grafana Labs
Metrics Visualization

Integrations

Only Grafana Labs
Grafana Labs is classified as company.

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