Real-Time OLAP

Sub-second analytical queries.

Real-time OLAP engine for sub-second analytics on streaming and batch data. Columnar storage with materialized views.

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REAL-TIME OLAP ENGINE1. DATA INGESTION🚀Kafka Streams10M events/s🗄️Cloud StorageBatch Loads🔁Change Data CaptureDB ReplicasUPSERT⚡2. DISTRIBUTED IN-MEMORYCOLUMNAR STORAGE INDEXTimeUser_IDEvent_TypeValue1B+ ROWS SCANNED/SEC ✨< 100ms3. REAL-TIME APPS🏆Live LeaderboardsGaming & Social50K QPS @ 23ms (P99)🛡️Fraud DetectionFintech Rules10K QPS @ 23ms (P99)📈Customer AnalyticsSaaS Dashboards5K QPS @ 23ms (P99)📉< 1s Data FreshnessInfinite Concurrency

< 100 ms

Latency

100K+

QPS

Real-time

Data

Columnar

Storage

Analytics, real-time.

Sub-100ms. 100K QPS. Streaming ingest.

Sub-100ms queries

P99 query latency under 100ms.

100K+ QPS

Handle 100K+ concurrent analytical queries.

Real-time ingest

Sub-second data freshness from streams.

Materialized views

Pre-computed aggregations for instant results.

SQL interface

Standard SQL with JOIN, GROUP BY, and windows.

Multi-dimensional

Flexible dimensions and metrics modeling.

Getting started

Launch your first instance in three steps. CLI, console, or API — your choice.

Terminal
ur data olap create dashboard-engine \
  --source=kafka:events \
  --dimensions=region,product,date

OLAP patterns.

Real-time dashboards and ad tech.

Real-time dashboards

Sub-second dashboards on streaming data.

View tutorial

Suggested configuration

< 100ms · 100K QPS · Real-time

Estimate your costs

Create detailed configurations to see exactly how much your architecture will cost. Pay for what you use, down to the second.

Configuration 1

Estimated: $513.33/mo

OLAP Engine

Node Resources

Data & Backups

Plan & Commitment

Config 1 cost$513.33

Cost details

$513.33

Sub-second analytics on petabyte-scale data.

Configuration 1
$513.33
1× Database Node(s)$496.00
Persistent Storage$15.00
Automated Backups$2.33
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Works seamlessly with

Kafka
S3
BI
IAM
Monitoring
Dashboards

Frequently asked questions

Analytics, real-time.

Sub-100ms. 100K QPS. Streaming ingest.

Create engine View docs