Data

Apache Iceberg

Open table format for massive analytics

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★4.4ratingPricing · FreeHot
The FalcoScan Intel PanelApache Iceberg · Data
Data updated 2 November 2026
Opportunity
High
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Hot
Market trend
Rating
4.4
of 5 · FalcoScan rating

Data AI has a wide moat on average, from the moat scores of its rated products. What protects Data AI tools, and the widest moats

The Brief

What Apache Iceberg does

Apache Iceberg is an open table format for analytic datasets. It is designed for engines such as Spark, Trino, Flink, Presto, Hive, and Impala, which can work on the same tables at the same time. Named features include SQL commands for merging data, updating rows, and targeted deletes; full schema evolution, including renaming and reordering columns without rewriting the table; hidden partitioning; time travel to earlier snapshots; version rollback; and data compaction using bin-packing or sorting. The page does not state a pricing model.

How Apache Iceberg compares with its closest alternatives

All 5 closest alternatives have a free plan, as Apache Iceberg does. 2 of the 5 offer an API, as Apache Iceberg does. Apache Iceberg offers a command-line tool. Of the alternatives, 1 offers a command-line tool. Apache Iceberg was founded in 2016; the alternatives were founded between 2013 and 2023, 1 of them earlier. Apache Iceberg has no single headquarters on record; its alternatives with a known headquarters are in the United States.

Market position · Data

How Apache Iceberg compares in Data

Apache Iceberg has high opportunity and sits in the top third of 405 live Data tools on FalcoScan. Across Data, the average opportunity score is 69.2 and the average saturation score 33.3. FalcoScan rates Apache Iceberg's own market position as open. 128 of the 405 operating Data tools have hot momentum, and FalcoScan has recorded 8 shutdowns in the category.

Apache Iceberg compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
Apache IcebergFounded 2016 · Remote-firstHighOpenFree—YesYesAPI, CLIHot
Airbyte ConnectorsFounded 2017 · San Francisco, United StatesHighOpenFreemium—YesYesWeb, APIRising
Observable FrameworkFounded 2023HighOpenFree—YesNoWeb, CLIHot
Airbyte CloudFounded 2017 · San Francisco, United StatesHighOpenFreemium—YesYesWeb, APIRising
Chartbrew AnalyticsFounded 2021ModerateContestedFreemium—YesNoWeb, Self-hostedRising
Redash BI OpenFounded 2013 · San Francisco, United StatesModerateContestedFree—YesNoWeb, Self-hostedStable

Exact opportunity and saturation scores for all 6 of these, and where each ranks in Data.

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What it ships with

Capabilities & who uses it

The capabilities Apache Iceberg exposes to builders and the verticals it currently serves.

AI Capabilities
Data Extraction
Industry Verticals
SoftwareFinance
Tagged

Apache Iceberg shows up when builders search for these

open-sourcetable-formatlakehouse
Similar tools · Data

Alternatives to Apache Iceberg

Products still running that do the same job, from the data market and related ones, closest match first.

See the Data market
Data
Airbyte Connectors

Open-source data integration platform

★ 4.4Opportunity High
Freemium
Data
Observable Framework

Open-source data app framework

★ 4.4Opportunity High
Free
Data
Airbyte Cloud

Open-source ELT in the cloud

★ 4.3Opportunity High
Freemium
Data
Chartbrew Analytics

Open-source data visualization platform

★ 4.3Opportunity Moderate
Freemium
Data
Redash BI Open

Open-source data visualization and dashboards

★ 4.3Opportunity Moderate
Free
Data
Meltano

Open-source ELT for data teams

★ 4.2Opportunity Moderate
Free
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Questions

Apache Iceberg: common questions

Is Apache Iceberg free?

Yes. FalcoScan lists Apache Iceberg as free to use.

What are the best alternatives to Apache Iceberg?

The closest alternatives to Apache Iceberg that are still running, matched on the AI capabilities, uses and audience they share, are Airbyte Connectors, Observable Framework, Airbyte Cloud, Chartbrew Analytics, and Redash BI Open.

Is Apache Iceberg still running?

Yes. As of 2 November 2026, FalcoScan lists Apache Iceberg as operating at iceberg.apache.org.

Where is Apache Iceberg based?

Apache Iceberg has no single headquarters: FalcoScan's records list it as a distributed, remote-first company.

Does Apache Iceberg have an API?

Yes. Apache Iceberg offers an API.

Who is Apache Iceberg for?

Apache Iceberg is built for data teams and developers.

How do I sign in to Apache Iceberg?

Sign in on Apache Iceberg's own website, iceberg.apache.org. FalcoScan reviews Apache Iceberg but does not run its accounts, so logins, passwords and billing are handled by Apache Iceberg directly.

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