vs

Apache Accumulo vs ScyllaDB

Apache Accumulo: Sorted, distributed key-value store on HDFS with cell-level security labels. ScyllaDB: C++ rewrite of Cassandra with shard-per-core design; also speaks the DynamoDB API.

key differences

  • Licensing: Apache Accumulo is open source (permissive) (Apache License 2.0); ScyllaDB is source-available (ScyllaDB Software License Agreement 1.1).
  • Only Apache Accumulo has stored procedures, time travel.
  • Only ScyllaDB has secondary indexes, json, change data capture, materialized views, encryption at rest.

choose apache-accumulo for

  • +Multi-level-security data platforms in government
  • +Large graph and index storage with custom iterators
  • +Secure data lakes needing per-cell authorization

best at · OLTP, Metadata, Graph analytics

choose scylladb for

  • +Chat and messaging history at very high volume
  • +Low-latency feature stores for ML
  • +Cassandra or DynamoDB migration targets
  • +IoT and telemetry ingestion

best at · OLTP, Time-series, IoT

overview
Primary model
Wide-Column
Wide-Column
Also supports
Key-Value
Key-Value
Type
Database engine
Database engine
Status
Active
Active
Developer
Apache Software Foundation
ScyllaDB Inc.
First release
2008
2015
Latest version
2.1.6 (Jul 13, 2026)
2026.3.4 (Oct 2026)
License
Open source (permissive)Apache License 2.0
Source-availableScyllaDB Software License Agreement 1.1
Free tier
✓
✓
popularity
WhichDB Score
15.3
45.9
Rank
#218
#36
GitHub stars
1.2K
15.8K
Stack Overflow questions
267
381
scale & guarantees
Comfortable data size
Massive (Multi-PB)
Massive (Multi-PB)
Horizontal scaling
Native
Native
Multi-region
Read replicas
Active active
ACID
Limited
Limited
Consistency
Strong
Tunable, Eventual
Schema
Schemaless
Strict
Architecture
Distributed, Shared storage, Client server
Distributed, Multi primary, Client server
deployment
Self-hosted
✓
✓
Vendor-managed cloud
—
✓
Serverless
—
—
Embedded
—
—
Edge
—
—
Clouds
–
AWS, Google Cloud
capabilities
Transactions
—
—
Joins
—
—
Secondary indexes
—
✓
Full-text search
—
—
Vector search
—
—
Geospatial
—
—
JSON
—
✓
Change data capture
—
✓
Triggers
—
—
Stored procedures
✓
—
Materialized views
—
✓
TTL / expiry
✓
✓
Pub/Sub
—
—
Columnar storage
—
—
In-memory
—
—
Durable persistence
✓
✓
Compression
✓
✓
Encryption at rest
—
✓
Role-based access
✓
✓
Time travel
✓
—
Branching
—
—
Online schema changes
—
✓
Streaming ingest
—
✓
Offline sync
—
—
Runs in WebAssembly
—
—
interfaces
Query languages
Accumulo Java API
CQL, DynamoDB API
Client languages
Java, Python
Java, Python, Go, Rust, C++, C#, JavaScript, Scala
Best for
OLTP, Metadata, Graph analytics
OLTP, Time-series, IoT, Feature store

Apache Accumulo vs ScyllaDB: FAQ

What is the difference between Apache Accumulo and ScyllaDB?

Apache Accumulo: Sorted, distributed key-value store on HDFS with cell-level security labels. ScyllaDB: C++ rewrite of Cassandra with shard-per-core design; also speaks the DynamoDB API. Licensing: Apache Accumulo is open source (permissive) (Apache License 2.0); ScyllaDB is source-available (ScyllaDB Software License Agreement 1.1). Only Apache Accumulo has stored procedures, time travel. Only ScyllaDB has secondary indexes, json, change data capture, materialized views, encryption at rest.

When should I choose Apache Accumulo over ScyllaDB?

Choose Apache Accumulo for multi-level-security data platforms in government; large graph and index storage with custom iterators; and secure data lakes needing per-cell authorization. Choose ScyllaDB for chat and messaging history at very high volume; low-latency feature stores for ML; and cassandra or DynamoDB migration targets.

Is Apache Accumulo or ScyllaDB more popular?

ScyllaDB ranks #36 on the WhichDB Score (45.9/100) and Apache Accumulo ranks #218 (15.3/100). Popularity is not fit: check the requirements that matter for your project.

Are Apache Accumulo and ScyllaDB open source?

Yes. Apache Accumulo is open source. License: Apache License 2.0. Not in the OSI sense. ScyllaDB is source-available: you can read the code, but the license restricts some uses, typically offering it as a competing managed service. License: ScyllaDB Software License Agreement 1.1.