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Datadog APM vs Azure Stream Analytics Comparison

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Datadog APM

4.1(142 reviews)

Starting at $31 /Host/Month

  • Free Trial
  • Freelancers / Consultants
  • Large Enterprises

Datadog APM provides team with visibility into the health and performance of applications across multiple clouds and on-premises environments. Datadog APM helps business get faster visibility into new application availab…

Azure Stream Analytics

3.6(26 reviews)

Starting at $0.11

  • Free Trial
  • Large Enterprises
  • Medium Business

Revolutionize the way you analyze data with Azure Stream Analytics. Our serverless real-time analytics solution offers the flexibility and scalability you need, from the cloud to the edge. This end-to-end pipeline is rea…

Datadog APM leads on user satisfaction with a 4.1-star rating across 142 reviews.

Datadog APM vs Azure Stream Analytics — at a glance

FeatureDatadog APMAzure Stream Analytics
Rating4.1 / 53.6 / 5
Reviews14226
Starting price$31 /Host/Month$0.11
Free trial Yes Yes
Free version No No
Best forFreelancers / Consultants, Large Enterprises, Medium BusinessLarge Enterprises, Medium Business, Small Business
CategoryApplication Performance Monitoring (APM) ToolsStream Analytics Software
PlatformsSaaS/Web/CloudSaaS/Web/Cloud
APIAvailable
Support modesBusiness Hours, OnlineBusiness Hours, Online
CertificationsSOC 2, HIPAA, GDPR, ISO 27001
Data residencyGlobal

Key differences between Datadog APM and Azure Stream Analytics

  • Pricing: Datadog APM starts at $31 /Host/Month, while Azure Stream Analytics starts at $0.11.
  • Target audience: Datadog APM is built for Freelancers / Consultants and Large Enterprises, while Azure Stream Analytics targets Large Enterprises and Medium Business.
  • User satisfaction: Datadog APM scores higher with a 4.1-star average.
  • Deployment: Datadog APM supports SaaS/Web/Cloud; Azure Stream Analytics supports SaaS/Web/Cloud.

Datadog APM vs Azure Stream Analytics — find the better fit before you commit.

01

Which tool fits your team best

02

Which is actually cheaper for your team size

03

Where each product wins, per real buyers

Most Application Performance Monitoring (APM) Tools tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.

Datadog APM - Application Performance Monitoring (APM) Tools
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Azure Stream Analytics - Stream Analytics Software
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Biggest differences

Start here before you go deeper into features.

Datadog APM

Best for deep, real-time monitoring of complex multi-cloud applications.

Choose if
  • You need powerful end-to-end tracing and root cause analysis dashboards.
  • Your team requires real-time alerts to respond immediately to issues.
  • You operate complex distributed systems across cloud and on-premises environments.
Consider alternatives if
  • You are a small business with limited budget due to high pricing.
  • Your team lacks capacity to manage complex configurations and data filtering.

Azure Stream Analytics

Best for

Large Enterprises, Medium Business, Small Business

Datadog APM typically suits Freelancers / Consultants and Large Enterprises. Azure Stream Analytics tends to fit Large Enterprises and Medium Business better. The right choice depends on your team size, workflow, and whether a free trial matters.

Description

Datadog APM provides team with visibility into the health and performance of applications across multiple clouds and on-premises environments. Datadog APM helps business get faster ... Read More about Datadog APM

Revolutionize the way you analyze data with Azure Stream Analytics. Our serverless real-time analytics solution offers the flexibility and scalability you need, from the cloud to the edge. ... Read More about Azure Stream Analytics

Entry Level Pricing

  • Starts from $31 , billed annually, with Infrastructure Monitoring attached ($36 on-demand standalone)
  • Starts from $0.11

Free Trial Availability

SpotScore

What's this? ↗

9.8/10

Not Available

User Ratings

Based on verified Spotsaas reviews

4.13

(142)

3.6

(26)

Best Company Size

200-5000 employeesLarge Enterprises
Get pricing help
Get pricing help

Where each option fits best

See where each product is strongest, which teams it fits, and what causes buyers to keep looking — before you commit.

Based on buyer reviews and verified product data collected by Spotsaas.

Strengths

Key strengths

Datadog APM

  • Datadog APM gives our team clear, actionable insights into application performance, helping us pinpoint bottlenecks and resolve issues faster—so we're always ahead of the curve.
  • With powerful end-to-end tracing and intuitive dashboards, Datadog simplifies complex performance data, letting administrators identify root causes of problems quickly and accurately.
  • As an analyst, I appreciate how smoothly Datadog integrates with our existing infrastructure. It reduces setup time significantly and lets us monitor everything from one centralized place.
Best fit

Best fit

Datadog APM

  • 200 - 5000 employees
  • SaaS, Fintech, Martech, Revtech, E-commerce, Gaming, Healthcare, Media and Entertainment, Consulting
  • DevOps Engineers, Application Developers, Software Engineers, IT Operations Managers, Site Reliability Engineers (SREs), Technical Leads, Application Performance Analysts
Watchouts

Reasons buyers look elsewhere

Datadog APM

  • Users may seek alternatives if Datadog APM's pricing becomes prohibitive, especially for smaller teams or startups needing cost-effective solutions with clearer pricing structures.
  • Organizations requiring deeper customization and flexibility in monitoring configurations might find Datadog APM restrictive and prefer more adaptable platforms.
  • Teams already invested in specific technology ecosystems (e.g., Microsoft Azure, AWS) may opt for native monitoring tools to ensure seamless integration and simplified management.

Software Demo

Demo

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Step 1 of 4

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How do Datadog APM and Azure Stream Analytics Compare on Features?

Total Features

9 Features

8 Features

Unique Features

No unique features

No unique features

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Get Quote

Compare Datadog APM and Azure Stream Analytics on pricing

Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.

Pricing Option

      Starting From

      • $31 , billed annually, with Infrastructure Monitoring attached ($36 on-demand standalone)
      • $0.11

      Pricing Plans

      • APM

        $31

        /Host/Month

        • Application performance monitoring

        • Distributed tracing

      • APM Pro

        $35

        /Host/Month

        • All APM features

        • Data Streams Monitoring

      • APM Enterprise

        $40

        /Host/Month

        • All APM Pro features

        • Continuous Profiler

      • Not Available

      Pricing Page

      Datadog APM pricing
      Azure Stream Analytics pricing

      Other Details

      Organization Types supported

          Platforms Supported

              Modes of support

              • 24/7 (Live rep)
              • Business Hours
              • Online
              • 24/7 (Live rep)
              • Business Hours
              • Online

              API Support

              • Available
              • Not Available
              Get help choosing
              Get help choosing

              Security & Compliance

              Certifications, data handling, and security controls for IT and compliance evaluators.

              SOC 2

              ✓ Yes

              HIPAA

              ✓ Yes

              GDPR

              ✓ Yes

              ISO 27001

              ✓ Yes

              Single Sign-On (SSO)

              ✓ Yes

              Multi-Factor Auth (MFA)

              ✓ Yes

              Data Encryption

              ✓ Yes

              Audit Logs

              ✓ Yes

              Data Residency

              🌐 Global

              Datadog APM User Reviews & Rating Comparison

              User Ratings

              3.6

              (based on 26 reviews)

              Rating Distribution

              77

              62

              5

              3

              6

              0

              0

              0

              0

              0

              Spotsaas Editor’s POV generated by AI

              Buyer sentiment

              Users appreciate Datadog APM's powerful monitoring and alerting capabilities but note challenges with pricing and complexity for smaller teams.

              What buyers like

              • Ease of troubleshooting
              • Real-time alerting
              • Integration with existing systems

              Common complaints

              • Complexity and learning curve
              • Pricing and cost scalability

              Buyer sentiment

              Buyer sentiment is mixed to positive across 26 reviews, with clear strengths and a few common watchouts.

              Pros and Cons

              • Powerful end-to-end tracing and intuitive dashboards for root cause analysis

              • Real-time alerts enabling immediate response to issues

              • Proactive monitoring of complex distributed systems to prevent downtime

              • High volume of data can overwhelm teams lacking proper filtering

              • Pricing can be expensive and scale quickly with usage

              No pros or cons available for this product

              Positive Reviews

              No reviews available for the product

              No reviews available for the product

              Negative Reviews

              No reviews available for the product

              No reviews available for the product

              Used Datadog APM or Azure Stream Analytics? Tell buyers what actually differs.

              List of Customers

              Customers

              Samsung

              Samsung

              Comcast

              Comcast

              nginx

              nginx

              ABInBev

              ABInBev

              Heathrow

              Heathrow

              Kohler

              Kohler

              Media and Screenshots

              Screenshots

              Datadog APM screenshot

              3 Screenshots

              Configure Stream Analytics Input

              4 Screenshots

              Videos

              video-0

              1 Videos

              video-0

              1 Videos

              Top Alternatives to Datadog APM and Azure Stream Analytics in 2026

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              Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].

              Frequently asked questions

              Which is better, Datadog APM or Azure Stream Analytics?
              Datadog APM edges out the other on user ratings (4.1 vs 3.6). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
              Do Datadog APM and Azure Stream Analytics offer a free trial?
              Yes, both Datadog APM and Azure Stream Analytics offer a free trial.
              What is the starting price of Datadog APM vs Azure Stream Analytics?
              Datadog APM starts at $31 /Host/Month. Azure Stream Analytics starts at $0.11.
              What are the top alternatives to Datadog APM?
              Top alternatives to Datadog APM include Retrace, Scout APM, New Relic APM, Nastel AutoPilot, AppDynamics.
              What are the top alternatives to Azure Stream Analytics?
              Top alternatives to Azure Stream Analytics include StreamAnalytix, Serverless360, InsightEdge, Streamhub, Confluent.