GrafanavsPagerDuty
How 10 AI models weigh Grafana against PagerDuty on the 1 buying question where both came up.
- Grafana
- 100%of answers named it
- PagerDuty
- 40%of answers named it
- Placed higher
- 39–1times Grafana vs PagerDuty, over 40 model rankings that listed either
- Models leaning
- 10–0toward Grafana vs PagerDuty
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | Grafana | PagerDuty | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 50% | 4–0 | Grafana |
| GPT-6 Luna | 100% | 8% | 4–0 | Grafana |
| Gemini 4 Argon | 100% | 25% | 4–0 | Grafana |
| Qwen 3.8 Flash | 100% | 42% | 4–0 | Grafana |
| DeepSeek V4 Pro | 100% | 50% | 3–1 | Grafana |
| GLM-5.3 | 100% | 42% | 4–0 | Grafana |
| Kimi K3 | 100% | 50% | 4–0 | Grafana |
| MiniMax M3 | 100% | 42% | 4–0 | Grafana |
| Mistral Large 4 | 100% | 50% | 4–0 | Grafana |
| Nemotron 3 Ultra | 100% | 42% | 4–0 | Grafana |
What the models say about Grafana
One reason per model, from the shared questions
- Claude Haiku 5.5
Flexible open-source dashboards and alerting with a large plugin ecosystem.
- GPT-6 Luna
Flexible open-source-based stack with strong dashboards, metrics, logs, and traces.
- Gemini 4 Argon
The gold standard for customizable open-source visualization and unified data dashboarding.
- Qwen 3.8 Flash
Open-source standard, flexible LGTM stack
- DeepSeek V4 Pro
Exceptional open-source visualization platform, highly extensible with Loki, Mimir, and Tempo.
- GLM-5.3
Open-source visualization standard, flexible dashboards for any data source.
- Kimi K3
Open-source visualization standard with flexible data source ecosystem.
- MiniMax M3
Top open-source dashboards for metrics, logs, and traces.
- Mistral Large 4
Open-source flexibility with powerful visualization and growing observability stack.
- Nemotron 3 Ultra
Open-source roots, powerful visualization, Loki/Tempo/Pyroscope
What the models say about PagerDuty
One reason per model, from the shared questions
- Claude Haiku 5.5
Reliable incident alerting and on-call routing so the right engineer is paged immediately.
- Gemini 4 Argon
Ensures alerts actually wake up the right engineer immediately via robust on-call routing.
- Qwen 3.8 Flash
On-call routing and escalation ensures alerts reach humans.
- DeepSeek V4 Pro
Industry-standard incident alerting and on-call management so you hear first, not customers.
- GLM-5.3
Reliable on-call alerting and incident response routing.
- Kimi K3
Ensures alerts actually wake the right person so incidents never go unnoticed.
- MiniMax M3
Industry-leading incident response platform ensuring alerts reach the right people.
- Mistral Large 4
Best-in-class incident response and on-call management to accelerate resolution.
- Nemotron 3 Ultra
Incident response platform with on-call management, escalation policies, and integrations.
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | Grafana | PagerDuty |
|---|---|---|
| Best observability tools | 100% #1 | 40% #10 |
| Best business intelligence tools | 14% #15 | · |