Azure Stream Analytics vs Apache Pinot

Azure Stream Analytics8.6Visit Apache Pinot8.3Visit

Higher score Azure Stream Analytics #5 in Stream Analytics Software 8.6/10 Paid ✓ 0 of 2 features Visit Microsoft

vs

Apache Pinot #8 in Stream Analytics Software 8.3/10 Open source ✓ 0 of 2 features Visit Apache Pinot

• Azure Stream Analytics fits best

  Azure-centric teams using SQL stream processing

• Apache Pinot fits best

  Teams serving real-time analytics from streaming data

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature	Azure Stream Analytics 8.6/10 Visit ↗	Apache Pinot 8.3/10 Visit ↗
At a glance
Editor score	8.6	8.3
Ranking	#5 in Stream Analytics Software	#8 in Stream Analytics Software
Best for	Azure-centric teams using SQL stream processing	Teams serving real-time analytics from streaming data
Pricing model	Paid	Free
Starting price	—	Open source
Free plan	—	Not checked yet
Free trial	—	—
Deployment	Cloud, Self-hosted	Self-hosted
Support	Docs	Community, Docs
Integrations	6 integrations	13 integrations
Built for	Small business, Mid-market, Enterprise	Mid-market, Enterprise
Features Azure Stream Analytics 0/2 · Apache Pinot 0/2
Exactly-once processing	Not checked yet	Not checked yet
Autoscaling	Not checked yet	Not checked yet
Specs
Processing model	Not checked yet	Not checked yet
Deployment	Not checked yet	Self_hosted
Source connectors	Not checked yet	Not checked yet
Supported languages	SQL, JavaScript, C#	Not checked yet
Our review
Pros	SQL transformations with temporal windows and event-time watermarks Stateful aggregates, temporal joins, and reference-data lookups Azure IoT Edge deployment with native Azure service adapters	Ingests streaming and batch data into the same table Offers SQL, REST access, joins, and upserts for analytics queries Includes pluggable indexes and row-level security
Cons	Native integrations center on the Azure ecosystem Streaming-unit minimums vary substantially by plan Support is provided through documentation channels	Requires self-hosted deployment rather than a hosted service Focused on analytics serving rather than general stream processing Operations and support depend on self-hosting, documentation, and community
Our verdict	Azure Stream Analytics is a managed service for processing event streams in real time. It targets teams that need SQL-based transformations, aggregations, joins, and event analysis across Azure data sources. Jobs can run in Azure or on… Read the review →	Apache Pinot is an open-source, distributed OLAP database for serving real-time analytics in applications. It is aimed at teams building customer dashboards, metrics APIs, and other user-facing or agent-facing analytics, especially in… Read the review →

Strengths and trade-offs

• Azure Stream Analytics — where it wins

  • SQL transformations with temporal windows and event-time watermarks
  • Stateful aggregates, temporal joins, and reference-data lookups
  • Azure IoT Edge deployment with native Azure service adapters

  Where it doesn't

  • Native integrations center on the Azure ecosystem
  • Streaming-unit minimums vary substantially by plan
  • Support is provided through documentation channels

• Apache Pinot — where it wins

  • Ingests streaming and batch data into the same table
  • Offers SQL, REST access, joins, and upserts for analytics queries
  • Includes pluggable indexes and row-level security

  Where it doesn't

  • Requires self-hosted deployment rather than a hosted service
  • Focused on analytics serving rather than general stream processing
  • Operations and support depend on self-hosting, documentation, and community

• Azure Stream Analytics8.6/10 · Paid

  Azure-native SQL stream processing with rich windows and stateful joins.

  Visit MicrosoftFull verdict →
• Apache Pinot8.3/10 · Open source

  A self-hosted SQL analytics database for teams serving streaming data to applications.

  Visit Apache PinotFull verdict →