Grafana Loki vs Sematext: Error Tracking Comparison (2026)

An independent side-by-side comparison of Grafana Loki and Sematext for error tracking buyers — pricing, features, integrations, and how often each is cited by major AI engines.

AI Citation Scorecard

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

Too early to call — probes still building data.
ChatGPT
Grafana Loki
Tracking…
No data yet
Sematext
Tracking…
No data yet
Perplexity
Grafana Loki
Tracking…
No data yet
Sematext
Tracking…
No data yet
Gemini
Grafana Loki
Tracking…
No data yet
Sematext
Tracking…
No data yet
Claude
Grafana Loki
Tracking…
No data yet
Sematext
Tracking…
No data yet
Copilot
Grafana Loki
Tracking…
No data yet
Sematext
Tracking…
No data yet
Scale:NoneLowFairStrongExcellent

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

Pricing

Grafana Loki
Starting price
—
Free tier
—
grafana.com ↗
Sematext
Starting price
—
Free tier
—
sematext.com ↗

Key Features

Grafana Loki

Feature data is being indexed.

Sematext

Feature data is being indexed.

When to choose Grafana Loki

Choose Grafana Loki if your team prioritizes its strengths over Sematext's. Full guidance populates as Grafana Loki's feature data is indexed.

When to choose Sematext

Choose Sematext if your team prioritizes its strengths over Grafana Loki's. Full guidance populates as Sematext's feature data is indexed.

AI visibility profiles

Is one of these your brand?

Get the full report by email: every error tracking buyer question we ask, which engines name you, and who gets named instead.

Grafana Loki

grafana.com

Sematext

sematext.com

Free check

Check any brand's AI visibility — free

We ask the buyer questions in this market across ChatGPT, Claude, Gemini, Perplexity and Copilot, and show you who gets named.

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