# AIOps Tools for Modern Ops Teams
AIOps Tools for Modern Ops Teams
AIOps platforms that cut alert noise and correlate signals across logs, metrics, and traces.
Quick Picks
- Datadog AIOps: Best all-in-one observability + AIOps
- New Relic: Best for teams already on New Relic
- BigPanda: Best event correlation at scale
Pricing Snapshot
| Tool | Entry | Mid | Notes |
|---|---|---|---|
| Datadog | Usage-based | Logs/metrics/traces + AIOps | |
| New Relic | $49+/user/mo + usage | Full-stack with AIOps | |
| BigPanda | Custom | Event correlation and noise reduction |
What to Look For
- Event correlation and noise reduction
- Root cause hints and runbooks
- Integrations with ITSM/on-call
- Cost controls for high-volume telemetry
Tool Notes
Datadog AIOps
- Unified observability signals
- Watchdog for anomalies
- Great if you centralize on Datadog
New Relic
- AIOps on top of full-stack data
- Good entity mapping and anomalies
- Fits existing New Relic users
BigPanda
- Strong correlation engine
- Great for large enterprises
- Tool-agnostic with ITSM hooks
Final Recommendation
Pick the option that fits your stack, compliance needs, and budget. Start lean, measure, and scale when you see ROI.
Try the leaders: Datadog AIOps | New Relic | BigPanda
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