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Dynatrace is the enterprise leader in AI-powered observability, founded in 2005, with Davis AI's deterministic causal analysis, and approximately $1.9B in ARR (Q2 FY2026) (source: Dynatrace investor relations, verified 2026-06-01). We respect that. This page is an honest look at where IAPM takes a different approach, where Dynatrace excels, and how you can evaluate both with the same production data.
IAPM is the product; spatial observability is the category. We are not an APM company, we are a spatial observability company.
17 priced line items across 7 categories. Proprietary agents. A query language to learn.
Source: dynatrace.com/pricing, verified 2026-06-01
The Complexity Tax
17 priced line items across 7 categories. Proprietary agents. A query language to learn.
- 17 priced line items across 7 categories, each with its own billing dimension and learning curve.
- Proprietary OneAgent: powerful auto-instrumentation with an OTLP receiver and a Dynatrace-maintained OTel Collector, but full Davis and Smartscape enrichment still depends on OneAgent-derived signals.
- DQL: a query language your team has to learn on top of everything else, adding cognitive overhead to every investigation.
Enterprise intelligence. One simple price.
What If You Got the Intelligence Without the Overhead?
One price. One agent standard. One spatial environment.
- Standard OpenTelemetry instrumentation, no proprietary agents to manage across your fleet.
- Single per-node price: no multi-dimensional billing to estimate. Nodes x tier price = monthly cost.
- AI assistant that speaks plain language: no query language to learn, no DQL syntax to memorize.
Zero proprietary agents. Zero lock-in.
Architecture: How We Differ
OpenTelemetry exclusive vs proprietary OneAgent.
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.
Smartscape pioneered automatic topology mapping in observability. We respect that lineage. IAPM builds on the same insight, that topology matters, and takes it into three dimensions. Smartscape is a 2D dependency graph viewed in a browser. IAPM's DeepCube is a 3D spatial environment you navigate, with desktop and VR experiences.
| Aspect | IAPM | Dynatrace |
|---|---|---|
| Instrumentation | Standard OpenTelemetry SDKs only | Proprietary OneAgent (auto-instrumentation) |
| Data Ingestion | Full OTLP (gRPC + HTTP) | OneAgent proprietary protocol; native OTLP endpoint is HTTP/protobuf only (no gRPC at native endpoint; a Collector is required to convert) (source: docs.dynatrace.com OTLP API, verified 2026-06-01) |
| Topology Visualization | 3D spatial topology (DeepCube) | 2D dependency graph (Smartscape) |
| Vendor Lock-in | None. Change one endpoint URL to leave. | OneAgent proprietary, DQL query language, Grail data store |
| Query Language | Natural language via Tessa (no proprietary syntax) | DQL (Dynatrace Query Language) |
| Technology Coverage | OTel ecosystem (community-driven, any backend) | Broad technology support (no public count) |
From diagnosis to code fix. One conversation.
| Capability | Tessa (IAPM) | Davis AI (Dynatrace) |
|---|---|---|
| AI Approach | Conversational LLM with workspace access | Deterministic causal AI + predictive + generative layers |
| Root Cause Analysis | LLM reasoning over topology, traces, metrics | Deterministic graph algorithms (zero hallucination) |
| Codebase Access | Full workspace: read, search, rename, modify | Copilot via MCP can access code context (Davis CoPilot is GA across SaaS regardless of tier; queries consume existing licensing) |
| Code Fixes | Fixes code. You review, you own it. | Davis pipes to Copilot for code remediation suggestions (Davis CoPilot is GA across SaaS regardless of tier) |
| Spatial Context | 3D topology navigation | 2D Smartscape topology |
| Pricing | Included in every tier, including the free Start tier ($20+/node) | Included in Full-Stack ($58/mo per 8 GiB host, $0.01/GiB-hr). Dynatrace's entry tier is Foundation & Discovery at $7/host/mo; Full-Stack (with Davis AI) is $58/host. (verified 2026-06-01, source) |
AI: Tessa vs Davis AI
Different philosophies, not better or worse.
Davis AI uses purpose-built graph algorithms for root cause analysis: deterministic, zero hallucination, and fast. It is the most sophisticated causal AI in observability and we say that honestly.
Tessa is a conversational LLM with direct workspace access. She reasons over the same topology data, explains root causes in plain language, and goes further: she accesses your codebase workspace, diagnoses from 3D topology, and makes the fix. You review, you own it. Human on the loop.
Davis pipes insights to Davis CoPilot, which can generate code remediation suggestions via MCP integration. Tessa works directly: one AI, one conversation, from diagnosis to fix.
One price. Everything included.
Pricing: The Full Picture
Scenario: 40 nodes, 10 engineers.
Dynatrace prices each capability separately across 17 priced line items. Here is what a realistic production deployment looks like when you combine the products most teams need.
- One price, not 17 line items: IAPM includes APM, logs, and AI in one per-node price. Dynatrace bills hosts, pods, containers, GiB, sessions, and queries separately across 7 categories.
- No proprietary agent licensing: IAPM uses standard OpenTelemetry. No OneAgent to deploy, license, or manage across your fleet.
- AI at every tier: Tessa starts at $20/node and writes workspace-aware code fixes with your approval. Dynatrace Davis AI + Intelligence requires Full-Stack at $58/host (Dynatrace's entry tier is Foundation & Discovery at $7/host/mo; Full-Stack with Davis AI is $58/host), plus a separate GitHub Copilot, Kiro, or Rovo subscription for the code-remediation path.
- Predictable math: Nodes x tier price = monthly cost. No multi-dimensional billing to estimate.
| Line Item | IAPM | Dynatrace |
|---|---|---|
| Full-Stack Monitoring | Application monitoring (APM) included; infrastructure monitoring not tested | $58/host/mo x 40 = $2,320 (entry tier is Foundation & Discovery at $7/host/mo; Full-Stack with Davis AI is $58/host) |
| Log Analytics (500 GB/mo) | Included | $0.20/GiB ingest + retain costs (variable) |
| Kubernetes (40 pods) | Included | $1.40/pod/mo x 40 = $56 |
| AI (Davis AI) | Included (Tessa) | Included in Full-Stack tier |
| Estimated Monthly Total | $1,575 (Analyze) | $2,376+ before logs and RUM |
Dynatrace pricing based on published rates from dynatrace.com/pricing, verified 2026-06-01. Actual costs vary by usage, host size, and contract terms. 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 Dynatrace simultaneously.
- No code changes: If you already use OTel SDKs, your instrumentation does not change.
- If you use OneAgent: Keep it for existing 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/dynatrace:
endpoint: "your-environment.live.dynatrace.com:4317"
headers:
Authorization: "Api-Token ${DT_API_TOKEN}"
service:
pipelines:
traces:
exporters: [otlp/iapm, otlp/dynatrace]
metrics:
exporters: [otlp/iapm, otlp/dynatrace]Standard OTel Collector config. Same telemetry, two destinations.
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