Grafana vs Lightstep: Observability & APM Comparison (2026)

Grafana offers a free tier and public pricing. Lightstep does not offer a free tier and requires contacting sales for pricing information.

AI Citation Scorecard

How often each is cited by major AI engines when buyers ask observability & apm questions. Last 90 days across ChatGPT, Perplexity, Gemini, Claude, and Copilot.

Grafana leads overall — 100% cited vs Lightstep 0% across 12 probes.
ChatGPT
GrafanaLeads
1 / 1 probes
100%
Excellent
Lightstep
0 / 1 probes
0%
Invisible
Perplexity
GrafanaLeads
2 / 2 probes
100%
Excellent
Lightstep
0 / 2 probes
0%
Invisible
Gemini
GrafanaLeads
1 / 1 probes
100%
Excellent
Lightstep
0 / 1 probes
0%
Invisible
Claude
GrafanaLeads
1 / 1 probes
100%
Excellent
Lightstep
0 / 1 probes
0%
Invisible
Copilot
GrafanaLeads
1 / 1 probes
100%
Excellent
Lightstep
0 / 1 probes
0%
Invisible
Scale:NoneLowFairStrongExcellent

Probes run hourly; each (engine × query) combo retests every ~3 days.

Pricing

Grafana
Starting price
$19/month + usage
Free tier
Yes
grafana.com ↗
Lightstep
Starting price
—
Free tier
—
lightstep.com ↗

Key Features

Grafana
  • ✓All Grafana Cloud services
  • ✓Community support
  • ✓14 days metrics retention
  • ✓8X5 email support
  • ✓Pay as you go above Free tier
  • ✓Premium support
  • ✓Custom retention
  • ✓Deployment flexibility
Lightstep
  • ✓Custom quotes available
  • ✓Predictable pricing based on units
  • ✓Scalability for growth
  • ✓Evaluation of needs included

When to choose Grafana

Grafana is suitable for users who need a free tier for observability tools, with options for escalating support and feature sets based on pricing plans, and a demand for a broad range of integrations including Slack, Salesforce, AWS, Google Cloud, Elastic, Jira, Microsoft SQL Server, and Databricks. It is also suitable for users who require 14 days of metrics retention at the free tier.

When to choose Lightstep

Lightstep is suitable for users who require custom quotes and predictable pricing based on units, with scalability for growth. It is also suitable for users who need an evaluation of their needs included in the service. It is suited for users who don

Frequently Asked Questions

What is the starting price for Grafana?
Grafana starts at $19/month + usage.
Does Lightstep offer a free tier?
Lightstep does not publicly list a free tier.
What integrations does Grafana offer?
Grafana integrates with Slack, Salesforce, AWS, Google Cloud, Elastic, Jira, Microsoft SQL Server, and Databricks.
What integrations does Lightstep offer?
Lightstep does not publicly list its integrations.
What are the key features of Grafana?
Grafana's key features include all Grafana Cloud services, community support, 14 days metrics retention, 8X5 email support, pay as you go above the Free tier, premium support, custom retention, and deployment flexibility.

AI visibility profiles

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Grafana

grafana.com

Lightstep

lightstep.com

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