Roboflow is an end-to-end platform for building, deploying and monitoring computer vision applications.
Alternatives to Apache Iceberg
Weights & Biases is an AI developer platform for building AI agents, applications, and models.
DagsHub is a platform for managing machine-learning projects across data collection, dataset curation and annotation, experimentation, and model management.
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git-annex
git-annex manages large files with git while storing their contents outside git.
Free planOpen sourceAndroidWebAPILinux7.7Free plan - 5

ClearML
ClearML is an AI infrastructure platform organized into three layers: Infrastructure Control Plane, AI Development Center, and GenAI App Engine.
Free planWebAPILinuxmacOS7.4From $15 a month - 6

Neon
Neon is a managed, cloud-hosted PostgreSQL service for relational databases.
Free planWebAPILinuxmacOS7.1$0.11 usage-based - 7

Dolt
Dolt is a SQL database with version-control operations for data, including fork, clone, branch, merge, push, and pull.
Free planWebAPILinuxmacOS7.0From $5 a month - 8
Hugging Face Hub
Hugging Face Hub is a cloud platform for discovering, sharing, building, and collaborating on machine learning models, datasets, and apps.
Free planWebAPILinux6.9From $9 a month - 9

Crowdee
Crowdee is a content-verification platform combining AI triage with access to more than 1 million screened crowd workers.
Free planWebAPISelf-hosted6.8Free plan - 10

Bauplan
Bauplan is a data lakehouse for running Python and SQL pipelines directly on Apache Iceberg tables in a user's object storage, without managing servers or clusters.
Free planWebAPI6.7From $700 a month - 11

DataChain
DataChain is a Python library and context layer for organizing unstructured data so researchers and AI agents can find and reuse data work.
Free planWebAPILinuxSelf-hosted6.7Free plan - 12

Apache Paimon
Apache Paimon is a lake format for building lakehouse systems that combine streaming and batch work with Flink and Spark.
Free planAPILinuxmacOSSelf-hosted6.6Free plan - 13
Graviti
Graviti is a data platform for managing unstructured data for analytics and AI.
Free planWebAPI6.6From $200 a month - 14

Oxen
Oxen.ai combines access to AI models with tools for organizing, versioning, collaborating on, and customizing the data behind them.
Free planWebAPISelf-hosted6.6From $30 a month - 15

PlanetScale
WebAPILinuxmacOS6.6From $5 a month - 16
XTDB
XTDB is an immutable SQL database for systems that need historical records, reporting, or auditability.
Free planWebAPISelf-hosted6.5From $2,000 a year - 17

Delta Lake
Delta Lake is a free, open-source storage framework for building lakehouse architectures on data lakes.
Free planAPILinuxSelf-hosted6.3Free plan - 18
Nile
Nile is a data lake management platform for organizing data pipelines with branching, versioning, and rollbacks.
Free planWebAPILinuxmacOS6.2Free plan - 19
TerminusDB
TerminusDB is an open-source document graph database for storing JSON documents in a schema-enforced graph.
Free planWebAPILinuxSelf-hosted6.2Free plan - 20
DataLad
DataLad is a free, open-source system for organizing and tracking file-based datasets across Linux, macOS, and Windows.
Free planLinuxmacOSWindows6.1Free plan - 21
Kart
Kart is a free, GPL-licensed version control system for geospatial and tabular data.
Free planLinuxmacOSSelf-hostedWindows6.1Free plan - 22
Quilt
WebAPILinuxSelf-hosted6.1From $312.50 a month - 23
Apache Hudi
Apache Hudi is an open-source data lakehouse platform that adds database capabilities to data lakes and supports incremental processing for low-latency analytics.
Free planLinuxSelf-hosted6.0Free plan - 24
Dataverse
Dataverse is open-source web software for managing and sharing research data.
Free planWebAPILinuxSelf-hosted6.0Free plan - 25
Lance
Lance is a free, self-hosted Apache-2.0 lakehouse format for multimodal AI data on object storage.
Free planSelf-hosted6.0Free plan - 26
TileDB Cloud
WebAPISelf-hosted6.0From $10 a month - 27

DVCLive
DVCLive is a free Python API module for recording machine-learning parameters, metrics, artifacts, images, and plots.
Free planAPI5.8Free plan - 28
DVID
APILinuxmacOSSelf-hosted5.8 - 29
Kedro
Kedro is a free, open-source Python framework for building production-ready data engineering and data science pipelines.
Free planLinuxSelf-hosted5.8Free plan - 30
lakeFS
lakeFS provides version control and governed access for petabyte-scale multimodal data, recording changes for auditability.
WebAPISelf-hosted5.7


