
Track, evaluate, and ship AI models and agents in one connected environment.
Track, evaluate, and ship AI models and agents in one connected environment.
Cencurity records 0 monthly visits with 0% month-over-month growth and Free pricing. Datadog records 5,175,760 monthly visits with -4.8% growth and Freemium, Free Trial, Paid, Contact for Pricing, Free pricing.

Security gateway for LLM agents: block leaks, redact secrets, log every call
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | cencurity.com | datadoghq.com |
| Pricing Model | Free | Freemium, Free Trial, Paid, Contact for Pricing, Free |
| Monthly Visits | 0 (0) | 5.18M (5,175,760) |
| MoM Traffic Delta | 0 (0%) | -263.56K (-4.8%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (41.4%) |
| Direct Visits / mo | 0 | 2.75M |
| User Rating | 4.2 | 4.7 |
| Supported Platforms | Website | Website |

Security gateway for LLM agents: block leaks, redact secrets, log every call
Automatically detects and blocks secrets, PII and risky model output before it reaches users or upstream providers.
Routes LLM traffic through the gateway and redacts sensitive data inline, so agents keep working while secrets stay out of prompts.
One pane of glass for requests, responses, latency, policy hits, redactions and blocks across every agent call.
Search, filter and correlate requests, responses and policy decisions to pinpoint risk in seconds.
Unified observability, security and incident response for cloud-scale engineering teams
Agents, cloud integrations and OpenTelemetry collectors feed one platform where metrics, distributed traces, profiles and logs can be pivoted between without context switching.
Bits AI, an agent builder and LLM/AI-agent observability help teams triage alerts, explain anomalies and monitor model latency, token spend and agent traces.
Cloud SIEM, cloud security posture management, vulnerability management, workload protection and code scanning correlate threat signals with the telemetry you already collect.
Real user monitoring, session replay, product analytics, synthetic and mobile testing sit alongside CI visibility, test optimization, feature flags and DORA metrics.

Track, evaluate, and ship AI models and agents in one connected environment.
Track, evaluate, and ship AI models and agents in one connected environment.

SpecialistSpecializes in tracing and debugging production LLM applications, but does not provide general cloud infrastructure metrics or log management.
SpecialistSpecializes in tracing and debugging production LLM applications, but does not provide general cloud infrastructure metrics or log management.

Attack-led AI security testing and red teaming
Attack-led AI security testing and red teaming

SpecialistProvides advanced AI-driven threat detection for cloud networks, but focuses purely on security rather than general application performance monitoring.
SpecialistProvides advanced AI-driven threat detection for cloud networks, but focuses purely on security rather than general application performance monitoring.

Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents
Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents

SpecialistEvaluate, monitor, and govern your AI applications in production
SpecialistEvaluate, monitor, and govern your AI applications in production

Runtime security that stops prompt injection and data leaks in LLM apps

SpecialistThe collaboration layer for AI engineering teams
SpecialistThe collaboration layer for AI engineering teams

SpecialistStandardize LLM evaluation, observability, and red teaming across your whole org
SpecialistStandardize LLM evaluation, observability, and red teaming across your whole org
SpecialistAI governance, testing, and observability for regulated enterprises
SpecialistAI governance, testing, and observability for regulated enterprises

SpecialistFocuses on machine learning and LLM model observability, whereas Datadog primarily targets traditional infrastructure and application performance monitoring.
SpecialistFocuses on machine learning and LLM model observability, whereas Datadog primarily targets traditional infrastructure and application performance monitoring.

Free / Open-sourceSpecializes in multi-cloud security posture management and compliance, but lacks full-stack APM and infrastructure metrics monitoring.
Free / Open-sourceSpecializes in multi-cloud security posture management and compliance, but lacks full-stack APM and infrastructure metrics monitoring.