LokiObservability
vs
TempoOpen-source, high-scale distributed tracing backend
Comparison · Observability · weekly run Nov 3
Loki vs Tempo
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Loki is the stronger AI pick in Observability: it has a visibility score of 12 versus 7.1 for Tempo, and ranks ahead in 94% of the answers that name both.
Choose Loki if…
- You want the brand AI engines rank higher (12 vs 7.1)
- AI answers describe it more positively (7% vs 6% positive)
- Open-source, standards-driven telemetry stack
- Composable dashboards and data visualization
Choose Tempo if…
- You need a self-hosted or on-premises option
- Open-source and cost-effective
- Mature Prometheus, Loki and Grafana ecosystem
- Distributed tracing for traces
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Loki | Tempo |
|---|---|---|
| Visibility score | 12% | 7.1% |
| Change vs last week | New | New |
| Rank in Observability | #11 | #12 |
| Share of voice | 4.7% | 3.1% |
| Mentions this run | 27 | 18 |
| Positive in AI answers | 7% | 6% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Loki 0pp · Tempo 0pp over 0 weekly runs.
Engine by engine
Loki leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
LokiTempo
Head to head in AI answers
18 engine answers name both brands
17Loki ranked higher
1Tempo ranked higher
| Prompt | Engine | Loki | Tempo |
|---|---|---|---|
| How do I choose an observability platform for a mid-market team? | AI Mode | #9 | #7 |
| What are the best observability tools in 2026? | ChatGPT | #5 | #6 |
| What are the best observability tools in 2026? | AI Mode | #7 | #9 |
| Top observability platform options for B2B SaaS companies | ChatGPT | #8 | #9 |
| Best observability platform for startups | ChatGPT | #6 | #7 |
| Best observability platform for startups | AI Mode | #7 | #8 |
| Best observability platform for enterprise | ChatGPT | #5 | #6 |
| Which observability platform has the best reviews? | AI Mode | #4 | #5 |
| Compare the leading observability platforms | ChatGPT | #9 | #10 |
| Compare the leading observability platforms | AI Mode | #5 | #6 |
| Compare the leading observability platforms | Perplexity | #8 | #9 |
| Alternatives to the most popular observability platform | ChatGPT | #5 | #6 |
Features, pricing & fit
| Dimension | Loki | Tempo |
|---|---|---|
| Deployment | Self-hosted or through Grafana Cloud | Managed as Grafana Cloud or self-hosted on Kubernetes via Helm |
| Compliance | SOC 2, ISO/IEC 27001, ISO 22301, PCI DSS v4.0.1, GDPR, TISAX, CSA STAR, FedRAMP High, TX-RAMP Level 2 | SOC 2, ISO/IEC 27001, ISO 22301, PCI DSS v4.0.1, GDPR, FedRAMP High, TISAX, CSA STAR, TX-RAMP Level 2 |
| Founded | 2018 | — |
| Headquarters | New York, NY | New York, NY |
| Employees | 1,001–5,000 | 1,001–5,000 |
| Funding | Series E · $660M raised | Series E · $1100M raised |
Pros and cons
Themes from the AI answers that mention each brand
Loki
- Open-source, standards-driven telemetry stack
- Composable dashboards and data visualization
- Built natively around OpenTelemetry
- Managed cloud offering with a permanent free tier
- Cost-effective compared with licensed platforms
- Requires internal engineering time to maintain, configure, and scale
- Ongoing infrastructure, storage, and maintenance costs
Tempo
- Open-source and cost-effective
- Mature Prometheus, Loki and Grafana ecosystem
- Distributed tracing for traces
- Integrates smoothly with OpenTelemetry
- Managed option with a permanent free tier
- Demands significant internal engineering time to maintain and scale
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Loki vs Tempo”, https://slateindex.ai/compare/loki-vs-tempo, data of Nov 3, 2026. Licence: CC BY 4.0.