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Datadog is the market leader in cloud observability with 900+ integrations, 28,000+ customers, and one of the strongest brands in DevOps. We respect that. This page is an honest look at where IAPM takes a different approach, where Datadog excels, and how you can evaluate both with the same production data.
97% of teams suffer from monitoring tool sprawl
Source: CNCF/Mesoform
The Dashboard Multiplication Problem
More products. More dashboards. More context switching.
- 40+ products, each with its own dashboard, billing dimension, and learning curve.
- Context switching at 3am: alert, then infrastructure dashboard, then APM traces, then log explorer, then profiling. Each tab is lost time.
- 5 weeks per year lost to context switching between monitoring tools per engineer.
One spatial view. Full context. Faster resolution.
See Your System, Not Dashboards
Topology as your primary investigation surface.
- 3D spatial topology: Your services, their relationships, and their telemetry in a single environment.
- When something breaks, you see it in context: which service is affected, what it depends on, where the problem propagates.
- No tab switching. No mental model reconstruction. Your system, rendered spatially.
Zero proprietary agents. Full OTel ecosystem.
Architecture: How We Differ
OpenTelemetry exclusive vs proprietary agents.
IAPM is built exclusively on OpenTelemetry. No proprietary agents to install, license, or maintain. Your instrumentation works with any OTel-compatible backend, so you are never locked in.
Datadog has 900+ proprietary integrations that work with the Datadog Agent. IAPM leverages the entire OpenTelemetry ecosystem: a community of thousands of contributors building integrations that work with any compatible backend.
| Aspect | IAPM | Datadog |
|---|---|---|
| Instrumentation | Standard OTel SDKs only | dd-agent + dd-trace libraries |
| Data Ingestion | Direct OTLP (gRPC + HTTP) | OTLP via dd-agent |
| Visualization | 3D spatial topology + web | 2D dashboards, service maps |
| Vendor Lock-in | None. Change one URL to leave. | dd-trace, dd-agent, proprietary syntax |
| Integrations | OTel ecosystem (any backend) | 900+ proprietary |
Tessa fixes code. You review it. You own it.
| Capability | Tessa (IAPM) | Bits AI (Datadog) |
|---|---|---|
| Codebase Access | Full workspace: read, search, modify | No codebase access |
| Production Context | 3D topology + traces + metrics | Dashboard metrics + traces |
| Code Fixes | Fixes code. You review, you own it. | Explains, no code changes |
| Pricing | Included in every paid tier | $500/20 investigations (annual), $600 monthly (source) |
| Accountability | Human on the loop | Investigation reports |
AI: Tessa vs Bits AI
Human on the loop.
Tessa connects your production telemetry to your codebase. Add your repositories as workspaces, and Tessa traces a production issue from your 3D topology straight to the source file, then makes the fix.
Your code stays in your workspace. You review the changes. You commit when ready. Tessa does the work; you own the outcome.
Datadog's Bits AI provides investigation summaries and explains what happened. When the investigation is done, you still context-switch to your IDE to make the fix. Tessa closes that gap.
One price. APM, logs, and AI included.
Pricing: The Full Picture
Scenario: 40 nodes, 10 engineers.
Datadog prices each capability separately. APM, infrastructure, logs, and AI are all separate line items with separate billing models.
- No per-product stacking: IAPM includes APM, logs, and AI in one per-node price.
- No per-GB surprises: Your bill stays the same whether you ingest 100GB or 1TB.
- No AI investigation packs: Tessa is included. No $600 bundles to budget for.
- Predictable math: Nodes x tier price = monthly cost.
| Line Item | IAPM | Datadog |
|---|---|---|
| Infrastructure Monitoring | N/A | $23/host/mo x 40 = $920 |
| APM | Included | $31/host/mo x 40 = $1,240 |
| Log Management | Included | $0.10/GB (volume varies) |
| AI Assistant | Included (Tessa) | $600/20 investigations |
| Estimated Monthly Total | $1,575 (Analyze) | $2,160+ before logs/AI |
Datadog pricing from datadoghq.com/pricing, verified March 2026. IAPM pricing from immersivefusion.com/pricing. All prices USD.
You don't have to rip and replace
Run Both. Migrate Gradually.
Same telemetry, two destinations, zero re-instrumentation.
- Dual-destination: Your OTel Collector fans out telemetry to both IAPM and Datadog simultaneously.
- No code changes: If you already use OTel SDKs, your instrumentation does not change.
- If you use dd-trace: Keep dd-agent for legacy services. New services start with OTel + IAPM. Migrate at your own pace.
- Exit guarantee: If IAPM is not right for you, change one endpoint URL. Your instrumentation stays exactly the same.
Dual-Destination Collector Config
exporters:
otlp/iapm:
endpoint: "https://otlp.iapm.app"
headers:
API-Key: "YOUR-API-KEY"
otlp/datadog:
endpoint: "your-dd-agent:4317"
service:
pipelines:
traces:
exporters: [otlp/iapm, otlp/datadog]
metrics:
exporters: [otlp/iapm, otlp/datadog]Standard OTel Collector config. Same telemetry, two destinations.
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