vioscale
Comparison

Apache Doris vs Apache Iceberg

On the evidence we track, Apache Iceberg leads this comparison with a composite score of 62/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Apache Doris full profile →Apache Iceberg full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Apache Doris51
★Apache Iceberg62
Score
Vioscale score
Apache Doris51 / 100low · 31%
Apache Iceberg62 / 100medium · 56%
Pricing
Free tier
Apache Doris✓
Apache Iceberg–
Model
Apache Doriscommercial
Apache Icebergopen_source
Price level
Apache Dorisfree
Apache Icebergfree
Integrations
Count
Apache Doris–
Apache Iceberg20
Security
Disclosure policy
Apache Doris–
Apache Iceberg✓
Scorecard
Apache Doris–
Apache Iceberg7.9
Vulnerabilities
Reliability
Status page
Apache Doris–
Apache Iceberg✓
Adoption
Dependent repos
Apache Doris1
Apache Iceberg1
Github stars
Apache Doris15,817
Apache Iceberg9,176
Package downloads weekly
Apache Doris–
Apache Iceberg11,384,061
Activity
Commits last 30d
Apache Doris100
Apache Iceberg100
Release
Cadence days
Apache Doris18
Apache Iceberg50
History
Apache Doris20 items
Apache Iceberg20 items
License
Spdx
Apache DorisApache-2.0
Apache IcebergApache-2.0
Language
Primary
Apache DorisC++
Apache IcebergJava

Capabilities

Feature-by-feature on the axes that matter for data warehouse software. “-” means undocumented, not absent.

Deployment
Deployment
Apache DorisHybrid
Apache IcebergEmbedded
Architecture
Architecture
Apache DorisCoupled MPP
Apache Iceberg-
Compute model
Apache DorisClusters
Apache Iceberg-
Query
SQL dialect
Apache Doris-
Apache Iceberg-
Federation / lakehouse query-in-place
Apache Doris-
Apache Iceberg✓
Interoperability
Table-format support
Apache Doris-
Apache IcebergIceberg (Parquet, ORC, Avro, Puffin data files)
Scale
Concurrency scaling
Apache Doris-
Apache IcebergAutomatic
Ingestion
Streaming ingest
Apache Doris✓
Apache Iceberg✓
Data model
Semi-structured (JSON/VARIANT)
Apache DorisFirst-class
Apache IcebergFirst-class
Analytics
ML / in-DB functions
Apache Doris-
Apache Iceberg-
Sharing
Data sharing / marketplace
Apache Doris-
Apache Iceberg✓
Licensing
Licence class
Apache Doris-
Apache IcebergPermissive OSS

What each one is

The product in its own terms, so the numbers below have context.

Apache Doris

Apache Doris is an open-source, real-time database for modern analytics and AI. Run it shared-nothing on bare metal, or disaggregated on cloud object storage.

Independently observed

Apache Iceberg

Leader

Apache Iceberg is a table format that enables reliable, ACID-compliant SQL operations on big data. It allows multiple query engines—such as Spark, Trino, Flink, Hive, and Impala—to safely read and write the same tables concurrently, bringing traditional database semantics to analytics workloads.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Apache Doris

Open sourceFree tier

Open source, free

as of verify ↗

Apache Iceberg

Leader
Open source

Open source, no licensing cost

as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Deployment
Cloud / SaaS
Apache Doris✓
Apache Iceberg✗
Self-hosted
Apache Doris✓
Apache Iceberg✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Apache Doris

Not documented yet.

Apache Iceberg

Leader
20 total
  • Spark
  • Trino
  • Presto
  • Flink
  • Hive
  • Impala
  • PyArrow
  • DuckDB
  • Polars
  • Pandas
  • Ray
  • Datafusion
  • BigQuery
  • SQLAlchemy
  • S3
  • GCS
  • Azure Data Lake Storage
  • Hadoop
  • Kerberos
  • Thrift
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.