vioscaleAI
Comparison

Apache Iceberg vs Tinybird

On the evidence we track, Apache Iceberg leads this comparison with a composite score of 60/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Apache Iceberg full profile →Tinybird full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
★Apache Iceberg60
Tinybird52
Score
vioscaleAI score
Apache Iceberg60 / 100medium · 56%
Tinybird52 / 100medium · 73%
Pricing
Free tier
Apache Iceberg–
Tinybird✓
Model
Apache Icebergopen_source
Tinybirdfreemium
Price level
Apache Icebergfree
Tinybirdlow
Transparent
Apache Iceberg–
Tinybird✗
Integrations
Count
Apache Iceberg20
Tinybird7
Security
Certifications
Apache Iceberg–
TinybirdSOC 2 Type II
Disclosure policy
Apache Iceberg✓
Tinybird–
Gdpr
Apache Iceberg–
Tinybird✓
Hipaa
Apache Iceberg–
Tinybird✓
Pci
Apache Iceberg–
Tinybird✓
Scorecard
Apache Iceberg7.9
Tinybird–
Soc2
Apache Iceberg–
Tinybird✓
Trust center
Vulnerabilities
Reliability
Status page
Apache Iceberg✓
Tinybird✓
Adoption
Dependent repos
Apache Iceberg1
Tinybird–
Github stars
Apache Iceberg9,326
Tinybird–
Package downloads weekly
Apache Iceberg6,665,583
Tinybird–
Activity
Commits last 30d
Apache Iceberg100
Tinybird–
Release
Cadence days
Apache Iceberg50
Tinybird–
History
Apache Iceberg20 items
Tinybird–
License
Spdx
Apache IcebergApache-2.0
Tinybird–
Language
Primary
Apache IcebergJava
Tinybird–
Market
Availability
Apache Iceberg–
TinybirdAvailable worldwide · Popular in US
Content
Faq
Apache Iceberg5 items
Tinybird7 items

Capabilities

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

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

What each one is

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

Apache Iceberg

Leader

A table format that brings SQL capabilities to large-scale analytical datasets and enables multiple computing engines to safely and concurrently query and modify the same tables.

Independently observed

Tinybird

A data platform providing managed ClickHouse with serverless scaling, built-in data connectors, and developer tools to quickly build real-time analytics APIs without infrastructure management.

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 Iceberg

Leader
Open source

Open source, no licensing cost

as of verify ↗

Tinybird

from $49/moHybridFree tier

From $49/month. Free tier available. Usage-based compute and storage charges.

  • FreeFree
    • Shared infrastructure
    • 0.25 vCPUs
    • 1 thread/request
    • 1k requests per day
    • 10GB included storage
    • +1 more
  • Developer$49/month
    • Shared infrastructure
    • 0.5 vCPUs
    • 1 thread/request
    • 25GB included storage
    • Vertical scaling
    • +2 more
  • SaaSContact sales
    • Shared infrastructure
    • Up to 32 vCPUs
    • 4 to 16 threads/request
    • 500GB included storage
    • Vertical scaling
    • +3 more
  • EnterpriseContact sales
    • Dedicated infrastructure
    • Unlimited vCPUs
    • Custom threads/request
    • Bottomless storage
    • Vertical and horizontal scaling
    • +4 more
as of verify ↗

Platform & deployment

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

Platforms
Web
Apache Iceberg✗
Tinybird✓
macOS
Apache Iceberg✓
Tinybird✗
Windows
Apache Iceberg✓
Tinybird✗
Linux
Apache Iceberg✓
Tinybird✗
CLI
Apache Iceberg✓
Tinybird✗
Deployment
Cloud / SaaS
Apache Iceberg✗
Tinybird✓
Self-hosted
Apache Iceberg✓
Tinybird✗

Integrations

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

In common (3)
  • BigQuery
  • S3
  • GCS

Apache Iceberg

Leader
23 total - 20 not shared
  • Spark
  • Trino
  • Presto
  • Flink
  • Hive
  • Impala
  • PyArrow
  • DuckDB
  • Polars
  • Pandas
  • Ray
  • Datafusion
  • SQLAlchemy
  • Azure Data Lake Storage
  • Hadoop
  • Kerberos
  • Thrift
  • Avro
  • Parquet
  • ORC
Independently observed

Tinybird

8 total - 5 not shared
  • Kafka
  • DynamoDB
  • Postgres
  • MySQL
  • Snowflake
Independently observed
Still deciding?

Apache Iceberg or Tinybird: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

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