Automatic insight, open instrumentation
Dynatrace's Davis AI and OneAgent automate a lot, inside Dynatrace's own format and an annual commitment. KloudMate keeps the automation open: OpenTelemetry in, AI-assisted RCA on top, usage-based pricing.
Open instrumentation
KloudMate is OpenTelemetry-native. There's no OneAgent to standardize on, and no re-instrumentation if you change tools later.
Usage-based, no commitment
Dynatrace's DPS model meters memory-GiB-hours, host-hours, and sessions against an annual commitment. KloudMate is pay-as-you-go from $0.
AI-assisted RCA, built in
KloudMate Assistant and Auto-RCA point you at a likely cause and the evidence behind it.
No OneAgent to standardize on
Dynatrace’s automatic discovery is powered by OneAgent, a proprietary component you deploy everywhere. KloudMate takes OpenTelemetry directly, so you instrument with an open standard and stay portable. The data is yours, in a format any tool can read.
A bill without memory rounding
DPS meters consumption by memory-GiB-hour, host-hour, and pod-hour, with a 4 GiB host minimum and time rounded up to the nearest 15 minutes, drawing down an annual commitment. KloudMate prices the telemetry you send, with no host minimum and nothing to burn down.
- No 4 GiB host minimum
- No 15-minute rounding
- No annual draw-down
RCA you can interrogate
Davis AI is strong at causation. KloudMate’s approach is an assistant you can ask: it summarizes what’s breaking, names a likely cause, and links the traces and logs behind it, so an engineer can confirm the reasoning rather than trust a verdict.
Where KloudMate and Dynatrace differ
Shared capabilities are left out. This is where the two platforms diverge.
| Capability | KloudMate | Dynatrace |
|---|---|---|
| Pricing & cost model | ||
| Pricing model | Usage-based only | Consumption (DPS) |
| No per-host or per-agent fees 4 GiB min · 15-min rounding | Host-hour units | |
| Logs & traces pricing | $0.40 / GB ingested | Per GiB (DPS) |
| Metrics pricing | $0.30 / million samples | Per metric (DPS) |
| No annual commitment required Annual DPS commitment | – | |
| Setup & instrumentation | ||
| OpenTelemetry-native Ingests OTel; OneAgent proprietary | – | |
| No proprietary agent required OneAgent | – | |
| Portable instrumentation (no lock-in) OneAgent-centric | – | |
| Telemetry & signals | ||
| Synthetic monitoring | 10 free · unlimited paid | |
| Data retention | 7d free / 14d Pro / custom | DPS-based |
| Alerting, on-call & incidents | ||
| On-call & escalation | Built in | Via integrations |
| Incident management | Built in | Via integrations |
| Status pages | Built in | – |
| Notification channels | Slack, Email, Teams, Webhook, SNS, Jira | Broad |
| Reliability & SLOs | ||
| SLOs & error budgets | Built in | |
| AI & RCA | ||
| AI investigation copilot | KloudMate Assistant | Davis CoPilot |
| Auto-RCA on alerts | Davis AI (causation) | |
| Bring-your-own AI key | Enterprise | – |
| Platform, security & deployment | ||
| SSO / SAML | Paid plans | Yes |
| On-prem / in-your-cloud deployment Self-operated | KloudMate Infinity | Dynatrace Managed |
| Data residency without self-hosting Residency via self-operated Managed | – | |
| Support | ||
| Support | Community → Email/chat → Dedicated | Enterprise support |
Where Dynatrace is strong
Dynatrace's automatic discovery and dependency mapping are genuinely deep, Davis AI's causation engine is mature, and the enterprise and automation story is strong, including no per-seat fees. For large enterprises that want maximum automation out of the box and are comfortable standardizing on OneAgent and an annual commitment, Dynatrace is a capable platform. KloudMate's difference is openness: OpenTelemetry instead of a proprietary agent, usage-based pricing instead of committed consumption, and an AI copilot you can question.
- Deep automatic discovery (Smartscape)
- Mature Davis causation engine
- No per-seat fees
Common questions
Does KloudMate need an agent like OneAgent?
No proprietary agent is required. KloudMate is OpenTelemetry-native, and also supports eBPF-based collection and AWS integrations. Your instrumentation stays portable.
How does pricing compare to Dynatrace DPS?
Dynatrace meters consumption by memory-GiB-hours, host-hours, pod-hours, and sessions against an annual commitment, with a host minimum and time rounding. KloudMate is usage-based on telemetry volume, starting free, with no commitment.
Does KloudMate do automatic root-cause analysis?
KloudMate Assistant investigates issues and Auto-RCA attaches a likely cause to alerts, with links to the supporting traces and logs. We frame it as a likely cause to confirm, not a guaranteed verdict.
Can I run KloudMate in my own environment?
Yes. KloudMate Infinity deploys and operates the full platform inside your own cloud or on-prem environment, so telemetry stays in your network, managed by us, rather than self-operated like Dynatrace Managed.
See it on your own telemetry
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