Float vs Grafana Labs

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

Grafana Labs leads in AI visibility (45 vs 25)
Float logo

Float

EmergingProfessional Services

Resource Scheduling

Sydney resource management platform for creative agencies with visual drag-and-drop team scheduling and capacity forecasting; competing with Harvest and Runn for professional services workload management.

AI VisibilityBeta
Overall Score
D25
Category Rank
#1 of 1
AI Consensus
76%
Trend
up
Per Platform
ChatGPT
32
Perplexity
35
Gemini
32

About

Float is a Sydney-based resource management and capacity planning platform for creative and professional services teams — providing project managers, resource managers, and studio operators with visual drag-and-drop scheduling tools, workload visibility, capacity forecasting, and budget tracking that replace the spreadsheets most agencies use to manage their team allocation. Backed by significant investment including a 2022 round, Float serves thousands of creative agencies, architecture firms, consulting practices, and digital product studios globally.

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

25
Overall Score
45
#1
Category Rank
#1
76
AI Consensus
62
up
Trend
down
32
ChatGPT
46
35
Perplexity
41
32
Gemini
36
25
Claude
53
28
Grok
46

Capabilities & Ecosystem

Capabilities

Only Float
Resource Scheduling
Only Grafana Labs
Metrics Visualization
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.