Hosted Graphite vs Prometheus

Hosted Graphite — Hosted Graphite is a cloud-based monitoring tool for analyzing time-series metrics and data. It offers real-time graphing, dashboarding, alerts, and anomaly detection for observability of applications

Prometheus — Prometheus is an open-source systems monitoring and alerting toolkit. It collects metrics from configured targets at given intervals, evaluates rule expressions, displays the results, and can trigger

Hosted Graphite offers Real-time graphing and dashboarding, Alerting and anomaly detection, Metrics storage and retention policies, REST API for automation and integration, Role-based access control and permissions, while Prometheus provides Multi-dimensional data model with time series data identified by metric name and key/value pairs, PromQL, a flexible query language to leverage this dimensionality, No reliance on distributed storage; single server nodes are autonomous, Time series collection happens via a pull model over HTTP, Pushing time series is supported via an intermediary gateway.

Hosted Graphite stands out for Easy to set up and use, Scalable and reliable data collection, Pre-built integrations and plugins; Prometheus is known for Highly dimensional model allows flexible and efficient queries, PromQL supports aggregation and recording rules for pre-calculation, Built-in alerting and notification routing.

Feature	Hosted Graphite	Prometheus
Overall Score	N/A	30
Primary Category	Online Services	Ai Tools & Services
Pricing	Open Source	Open Source

Product Overview

Hosted Graphite

Description: Hosted Graphite is a cloud-based monitoring tool for analyzing time-series metrics and data. It offers real-time graphing, dashboarding, alerts, and anomaly detection for observability of applications and infrastructure.

Prometheus

Description: Prometheus is an open-source systems monitoring and alerting toolkit. It collects metrics from configured targets at given intervals, evaluates rule expressions, displays the results, and can trigger alerts if certain conditions are met.

Key Features Comparison

Hosted Graphite Features

• Real-time graphing and dashboarding
• Alerting and anomaly detection
• Metrics storage and retention policies
• REST API for automation and integration
• Role-based access control and permissions
• White-labeling and branding options

Prometheus Features

• Multi-dimensional data model with time series data identified by metric name and key/value pairs
• PromQL, a flexible query language to leverage this dimensionality
• No reliance on distributed storage; single server nodes are autonomous
• Time series collection happens via a pull model over HTTP
• Pushing time series is supported via an intermediary gateway
• Targets are discovered via service discovery or static configuration
• Multiple modes of graphing and dashboarding support

Pros & Cons Analysis

Hosted Graphite

Pros

• Easy to set up and use
• Scalable and reliable data collection
• Pre-built integrations and plugins
• Customizable dashboards and graphs
• Available as SaaS or self-hosted

Cons

• Can get expensive at higher tiers
• Limited customization compared to open source
• Third-party dependency for critical monitoring
• Requires some expertise to get most value

Prometheus

Pros

• Highly dimensional model allows flexible and efficient queries
• PromQL supports aggregation and recording rules for pre-calculation
• Built-in alerting and notification routing
• Highly available with simple operational model
• Native support for Kubernetes
• Strong ecosystem integration

Cons

• Pull-based model can miss short-lived spikes between scrapes
• No automatic removal of stale metrics (extra storage usage)
• Limited tooling for stats analysis, forecasting, anomaly detection
• No built-in federation for massive scale
• Steep learning curve for PromQL and architecture

Pricing Comparison

Hosted Graphite

• Open Source

Prometheus

• Open Source

User Ratings

Hosted Graphite

No reviews yet

Prometheus

3.7/5

10 reviews