StarTree
- Company typePrivate
- Founded2018
- HeadquartersMountain View, United States
- Headcount101–250
- GTM typeB2B
- OfferingSoftware
StarTree firmographics
Firmographics- Name
- StarTree
- Legal name
- StarTree Inc.
- Website
- https://www.startree.ai
- Company type
- Private
- Founded year
- 2018
- Operating status
- Operating
- Headcount range
- 101–250 employees
- Ownership category
- akta.pro rank
StarTree industry classification
Industry- Product category
- Real-time Analytics Platform
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Database/Application Data Layer Modernization (DB migration, ORM, caching) (BPAEAFAL)
- akta.pro secondary industries
- Observability Data Platforms (O11y Pipelines, Telemetry Backends) (HDABAJAJ), End-to-End MLOps & ML Platform Suites (HDAAABAA), Kubernetes & Container Platform Management (Private Cloud) (HDABABAC)
Keywords
Where StarTree is headquartered
LocationHeadquarters
- HQ city
- Mountain View
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
StarTree business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- StarTree Cloud - Managed Service: Fully managed Apache Pinot service with enterprise features. Offers public SaaS and private BYOC/BYOK deployment options. Revenue generated through subscription-based pricing for managed cloud infrastructure and support.
- Enterprise Support Services: Premium support including dedicated Slack channels, 24/7 monitoring, proactive issue resolution, and direct access to Pinot founding engineers.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | SaaS - Fully managed StarTree Cloud service |
| Subscription | Multi-year contract | BYOC - Bring Your Own Cloud |
| Subscription | Multi-year contract | BYOK - Bring Your Own Kubernetes |
Go-to-market motion3 records
Distribution channels6 records
Marketing channels10 records
StarTree product offering
Product offeringCore offering
StarTree provides StarTree Cloud, a fully managed, enterprise-grade real-time analytics platform built on Apache Pinot, the open-source OLAP database originally developed at LinkedIn. The platform delivers sub-second query latency at extreme concurrency (10K-80K+ QPS) on petabyte-scale data, with enterprise features including ML-driven query optimization, tiered storage, scalable upserts, Precision Fetch on Apache Iceberg, vector embeddings for AI/RAG workloads, and an MCP Server for AI agent integration. Customers can deploy via fully managed SaaS, Bring Your Own Cloud, or Bring Your Own Kubernetes for regulated environments.
Product overview
StarTree is a real-time analytics platform built on Apache Pinot, offering a unified portfolio of products and deployment options. The core offering consists of Apache Pinot (open-source real-time OLAP database) and StarTree Cloud (fully managed enterprise-grade service extending Pinot with additional features). StarTree Cloud is available via three deployment models: SaaS (fully managed public cloud), BYOC (Bring Your Own Cloud with dedicated infrastructure), and BYOK (Bring Your Own Kubernetes for on-premise deployments). Key value-add features include Precision Fetch for interactive queries on data lakes, Scalable Upserts for real-time mutable datasets, Performance Manager for ML-driven query optimization, and StarTree ThirdEye for anomaly detection. The platform serves enterprise customers across finance, healthcare, gaming, retail, transportation, and logistics industries.
Differentiator
Problem solved
Functional benefit
Brands
- StarTree Cloud: Fully managed, enterprise-grade cloud platform built on Apache Pinot with enterprise security, automated scaling, and seamless integrations.
- StarTree ThirdEye
Products and services
- Apache Pinot
Quantifiable outcome
- Stripe: $18.6 billion transactions during Black Friday-Cyber Monday at 70ms query latency
- +8 more outcomes
Companies that use StarTree
Customer profileNamed customers27 records
Segments9 records
Ideal customer profiles3 records
StarTree technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration7 records
AI capability7 records
Feature16 records
StarTree partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered core.
- ConfluentcoreStarTree integrates with Confluent for data streaming capabilities. Recognized as Confluent Data Flow ISV Partner of the Year 2025 for APAC.
- SnowflakecoreStarTree offers a native Snowflake connector for seamless integration with Snowflake data warehouse.
- AWScoreStarTree is deployed on AWS as its cloud provider and is an AWS ISV Accelerate partner. StarTree Cloud is available through AWS Marketplace.
- Unity CatalogcoreStarTree integrates with Unity Catalog, ensuring governance model travels with the data for enterprise compliance.
- Apache KafkacoreStarTree integrates with Apache Kafka for real-time data ingestion with out-of-the-box support for AZ-aware Kafka ingestion.
Scale indicators23 records
Recent moves6 records
Expansion highlights7 records
StarTree competitors and assessment
Company assessmentDirect peers
- Databricks: Databricks offers a lakehouse platform with Photon-powered SQL analytics, Delta Lake, and DLT for streaming/real-time workloads. It competes head-on with StarTree's real-time OLAP and Iceberg/Delta querying capabilities at the enterprise tier.
- ClickHouse: ClickHouse is an open-source columnar OLAP database with a fully managed ClickHouse Cloud offering, widely used for real-time analytics. StarTree explicitly compares itself vs ClickHouse on its resources page, making it the most direct open-source OLAP competitor.
- Apache Druid: Apache Druid is a real-time OLAP database competing in the same low-latency, high-concurrency analytics use case. StarTree's 'Tale of Three Real-Time OLAP Databases' comparison directly positions Pinot vs Druid vs ClickHouse, identifying Druid as a primary competitor.
- Rockset: Rockset is a serverless real-time analytics database built for low-latency queries on streaming data with index-based search. It targets the same customer-facing analytics and observability use cases as StarTree Cloud.
- Materialize: Materialize is a streaming SQL database that delivers incremental view updates and low-latency analytics on event streams. It targets the same real-time customer-facing analytics segment as StarTree.
- Elasticsearch: Elasticsearch provides full-text search and analytics on large datasets with sub-second response. StarTree publishes an explicit Pinot vs Elasticsearch comparison, indicating direct overlap on real-time analytical query workloads.
- Tinybird: Tinybird is a developer-focused platform for building real-time analytics APIs, built on ClickHouse. It competes for the same developer-led, customer-facing analytics use case that StarTree targets with Apache Pinot.
- SingleStore: SingleStore (formerly MemSQL) is a distributed HTAP database supporting real-time analytics on operational data. It competes in real-time, high-concurrency OLAP workloads similar to StarTree's value proposition.
Broad incumbents
- Snowflake: Snowflake is a broad cloud data platform with growing real-time and Iceberg capabilities. StarTree offers a Snowflake connector and competes with Snowflake for analytics workloads where sub-second latency at high concurrency is required.
- Confluent: Confluent is the leading streaming data platform built on Apache Kafka and a StarTree Core integration partner. It is a broader infrastructure incumbent whose Flink/TableFlow additions increasingly overlap with real-time analytics use cases StarTree serves.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
StarTree social profiles
Digital presenceStarTree compliance and trust
Trust signalCompliance3 records
StarTree financial estimates
Financial estimateRevenue estimate
Valuation estimate
StarTree leadership team
Management profileNumber of profiles
Profiles12 records
StarTree funding detail
Funding detailFunding overview
Funding rounds3 records
Investors6 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
StarTree M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about StarTree
What does StarTree do?
StarTree provides StarTree Cloud, a fully managed, enterprise-grade real-time analytics platform built on Apache Pinot, the open-source OLAP database originally developed at LinkedIn. The platform delivers sub-second query latency at extreme concurrency (10K-80K+ QPS) on petabyte-scale data, with enterprise features including ML-driven query optimization, tiered storage, scalable upserts, Precision Fetch on Apache Iceberg, vector embeddings for AI/RAG workloads, and an MCP Server for AI agent integration. Customers can deploy via fully managed SaaS, Bring Your Own Cloud, or Bring Your Own Kubernetes for regulated environments.
Is StarTree a public or private company?
StarTree is a private company. It is classified as venture growth investor backed and is currently operating.
When was StarTree founded?
StarTree was founded in 2018. It employs 101 to 250 people.
Where is StarTree based?
StarTree is headquartered in Mountain View, United States, in the North America region.
How does StarTree make money?
Two revenue lines are on record. StarTree Cloud - Managed Service is the primary driver. The others are enterprise Support Services.
Who are StarTree's main competitors?
Direct peers on record are Databricks, ClickHouse, Apache Druid, Rockset, Materialize, Elasticsearch, Tinybird and SingleStore. Broad incumbents are Snowflake and Confluent.
Does StarTree have an API?
Yes. StarTree provides an API Reference for developers to programmatically interact with their platform. The API enables developers to build custom integrations, automate data operations, and embed analytics capabilities. Documentation is available at docs.startree.ai/api-reference/introduction. Developer documentation is at docs.startree.ai/api-reference/introduction.
What industry is StarTree in?
StarTree's product category is Real-time Analytics Platform. Its primary akta.pro industry code is BPAEAFAL, Database/Application Data Layer Modernization (DB migration, ORM, caching), with a secondary code of HDABAJAJ, Observability Data Platforms (O11y Pipelines, Telemetry Backends). Its NAICS code is 5182 and its SIC code is 7372.