Comparison
Syrin vs Datadog
Green dashboards. Wrong agent outputs. Datadog cannot see the gap.
SSyrin
Syrin is the runtime control layer for AI agents - mission control for production agent fleets. While Datadog monitors your infrastructure, Syrin controls your agents: catching behavioral drift, giving you decision-level traces, and letting you recover without redeploying.
DDatadog
Datadog is the industry-standard APM and infrastructure monitoring platform. It tracks metrics, logs, traces, and dashboards across your entire infrastructure. It is exceptional for traditional software observability and widely used in enterprise engineering teams.
Feature comparison
Syrin wins 6 of 9 categories. Datadog wins 3.
| Feature | Syrin | Datadog |
|---|---|---|
| Silent agent failure detection | Yes - detects semantic failures with no infrastructure signal | No - monitors infrastructure metrics, not agent reasoning quality |
| Infrastructure monitoring | Not in scope | Best-in-class: CPU, memory, network, databases, containers |
| Agent decision tracing | Full trace: LLM calls, tool use, memory, sub-agent handoffs | APM traces for requests - no semantic understanding of agent decisions |
| Behavioral drift detection | Automatic multi-dimensional drift detection | Anomaly detection on metrics - not applicable to agent reasoning |
| Production recovery | One-click agent recovery without redeploying | Not available |
| Live agent config changes | Agent Config: change model, prompts, flags live without deploy | Not available |
| Log management | Agent execution logs as part of traces | Enterprise-grade log management and search at scale |
| Dashboards and alerting | Agent-specific fleet health and drift dashboards | Industry-leading dashboards with 800+ integrations |
| Agent governance | Policy enforcement, approval workflows, audit trail for AI actions | Not available |
Choose Syrin when...
- Your agents fail without any infrastructure signal - HTTP 200, zero errors, wrong outputs
- You need runtime control over agent behavior, not just metrics about it
- You need drift detection that understands agent semantics, not just statistical anomalies
- You need to recover agents without a code deployment
- You need governance policies and audit trails for regulated AI use cases
Choose Datadog when...
- You need infrastructure and APM monitoring for your backend services
- You need enterprise log management at scale
- You need 800+ integrations with your existing stack
- You need SLO and incident management tooling
Frequently asked questions
Syrin vs Datadog
See Syrin for yourself
Free tier. 2-minute setup. Works with your existing agent code.