CelerData

CelerData

Cloud-native real-time analytics platform using StarRocks

Overview

CelerData provides a cloud-native platform for real-time analytics built on the StarRocks database. Its service, CelerData Cloud, unifies data from data lakes and other sources so users can analyze both historical and real-time data without building complex pipelines. The product is a fully managed service where compute and storage scale independently, delivering high-concurrency, low-latency queries and integrating with cloud data lakes and formats like Iceberg, Hudi, and Delta Lake. The goal is to help organizations run fast, scalable analytics on live and historical data in one platform for BI and dashboards.

About CelerData

Simplify's Rating
Why CelerData is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

Enterprise Software

Company Size

51-200

Company Stage

Series B

Total Funding

$80M

Headquarters

Menlo Park, California

Founded

2022

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Simplify's Take

What believers are saying

  • StarRocks adopted by Airbnb, Lenovo, Trip.com for pipeline simplification.
  • Cloud-native architecture scales compute-storage independently across S3, GCS.
  • $50M Series B funding accelerates CelerData Cloud enterprise growth.

What critics are saying

  • StarRocks forks launch competing services, eroding CelerData control by 2028.
  • ClickHouse 25.3 beats StarRocks JOINs, prompting Airbnb switch in 2027.
  • Trino dominates lakehouse queries via Snowflake, starving CelerData users by 2029.

What makes CelerData unique

  • CelerData builds on StarRocks for sub-second real-time analytics on lakehouses.
  • SIMD-optimized engine delivers 3-5X better performance on complex JOINs.
  • Version 3 supports Iceberg, Hudi, Delta Lake without data ingestion.

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Funding

Total Funding

$80M

Above

Industry Average

Funded Over

1 Rounds

Series B funding is typically for startups that have proven their business model and need more funding to expand rapidly—often by entering new markets or adding more products. Investors are usually venture capital firms that specialize in later-stage investments.
Series B Funding Comparison
Above Average

Industry standards

$35M
$45M
Linktree
$65M
Substack
$80M
CelerData
$100M
ClickUp

Benefits

Professional Development Budget

Flexible Work Hours

Remote Work Options

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