One AI platform vs alert correlation bolted on top. Nova replaces BigPanda plus 12 more tools with a single AI-native reliability platform.
BigPanda is an AIOps platform that correlates alerts from your existing monitoring tools into grouped incidents. Nova AI Ops replaces BigPanda and 12 more tools with a single AI-native platform that monitors, detects, and resolves incidents autonomously.
| Capability | Nova AI Ops | BigPanda |
|---|---|---|
| Infrastructure Monitoring | ✓ Full-stack monitoring with AI anomaly detection | ✗ Ingests from other tools |
| Log Management | ✓ 100M+ events with AI anomaly detection | ✗ No log management |
| Incident Management | ✓ Built-in incident lifecycle, war rooms, post-mortems | ✓ Alert correlation and grouping |
| AI Agents | ✓ 100 agents across 12 specialized teams | ~ Correlation ML only |
| Auto-Remediation | ✓ 78% incidents auto-resolved in <90s | ~ Via third-party automation |
| AI Runbooks | ✓ AI-generated runbooks with what-if simulation | ~ Basic runbooks |
| Distributed Tracing | ✓ Flame graphs, service maps, SLA alerts | ✗ No tracing |
| On-Call Scheduling | ✓ Follow-the-sun, zero-gap scheduling | ~ Integrations only |
| Alert Correlation | ✓ 94% noise reduction | ✓ Industry-leading correlation |
| Integrations | ✓ 500+ integrations | ✓ 100+ monitoring tools |
| Pricing | ✓ $29/user/mo for everything | ✗ Quote-based, typically $50k+/yr |
| Setup Time | ✓ Under 3 minutes, one-command install | ✗ Weeks to tune correlation models |
BigPanda is quote-based enterprise AIOps that layers on top of your existing monitoring stack. It doesn't replace anything — it only correlates alerts. Nova replaces both BigPanda and the underlying stack with one platform.
Full platform: monitoring, incidents, AI agents, runbooks, on-call, logs, tracing, auto-remediation. Free tier available.
Enterprise, quote-based AIOps layer. Requires all your existing monitoring tools underneath. Stack cost: $10,000+/mo.
BigPanda™ doesn't monitor anything — it correlates alerts from your existing tools. That means you pay for BigPanda on top of everything Nova already replaces.
Scenario assumes 20 engineers, 50 hosts, BigPanda layered on top of a typical SRE stack. Unit prices sourced from analyst estimates + Datadog, PagerDuty, Grafana, Sentry public pricing as of April 2026. Your actual cost will vary with usage, retention, and negotiated discounts. BigPanda, Datadog, PagerDuty, Grafana, and Sentry are trademarks of their respective owners. Nova AI Ops is not affiliated with or endorsed by any of them.
BigPanda built one of the first serious AIOps products and has earned enterprise customers. Here is where it genuinely shines:
Nova was built for the AI era. Instead of layering correlation on top of a sprawling stack, Nova replaces the whole stack with one AI-native platform:
Start free, migrate in minutes. Keep your existing integrations. See results on day one.