Data

Chalk Data

Real-time feature store for ML teams

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★4.3ratingPricing · PaidRising
The FalcoScan Intel PanelChalk Data · Data
Data updated 2 November 2026
Opportunity
Moderate
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Rising
Market trend
Rating
4.3
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 Chalk Data does

Compute and serve ML features in real time — define features in Python and Chalk handles storage and serving.

How Chalk Data compares with its closest alternatives

4 of the 5 closest alternatives have a free plan; Chalk Data does not. Among the 2 that list a starting price, the cheapest is Dagster Cloud at $10 a month and the median is $55. All 5 offer an API, as Chalk Data does. Chalk Data offers a web app. Of the alternatives, all 5 offer a web app. Chalk Data was founded in 2021; the alternatives were founded between 2013 and 2021, 4 of them earlier. Chalk Data is based in San Francisco, United States; all its 5 alternatives are in the United States too.

Market position · Data

How Chalk Data compares in Data

Chalk Data has moderate opportunity and sits in the bottom 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 Chalk Data'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.

Chalk Data compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
Chalk DataFounded 2021 · San Francisco, United StatesModerateOpenPaid—NoYesWeb, APIRising
MaterializeFounded 2019 · New York, United StatesModerateOpenFreemium—YesYesWeb, APIRising
Prefect CloudFounded 2018 · Washington, United StatesModerateOpenFreemium$100/moYesYesWeb, CLIRising
Databricks AIFounded 2013 · San Francisco, United StatesModerateContestedPaid—NoYesWebHot
RedpandaFounded 2021 · San Francisco, United StatesModerateOpenFreemium—YesYesWeb, CLIHot
Dagster CloudFounded 2018 · San Francisco, United StatesModerateOpenFreemium$10/moYesYesWeb, CLIRising

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 Chalk Data exposes to builders and the verticals it currently serves.

AI Capabilities
Automation
Industry Verticals
Technology
Tagged

Chalk Data shows up when builders search for these

feature-storemlreal-time
Similar tools · Data

Alternatives to Chalk Data

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

See the Data market
Data
Materialize

Real-time SQL on streaming data

★ 4.3Opportunity Moderate
Freemium
Data
Prefect Cloud

Workflow orchestration for Python data pipelines

★ 4.4Opportunity Moderate
Freemium
Data
Databricks AI

Unified analytics for data engineering, ML, and generative AI

★ 4.6Opportunity Moderate
Paid
Data
Redpanda

Kafka-compatible streaming data platform

★ 4.5Opportunity Moderate
Freemium
Data
Dagster Cloud

Data orchestration with AI lineage

★ 4.4Opportunity Moderate
Freemium
Data
Steampipe Query

Query any cloud API with SQL

★ 4.4Opportunity Moderate
Free
Featured in
Questions

Chalk Data: common questions

Is Chalk Data free?

No. Chalk Data is a paid product.

What are the best alternatives to Chalk Data?

The closest alternatives to Chalk Data that are still running, matched on the AI capabilities, uses and audience they share, are Materialize, Prefect Cloud, Databricks AI, Redpanda, and Dagster Cloud.

Is Chalk Data still running?

Yes. As of 2 November 2026, FalcoScan lists Chalk Data as operating at chalk.ai.

Where is Chalk Data based?

Chalk Data is headquartered in San Francisco, United States.

Does Chalk Data have an API?

Yes. Chalk Data offers an API.

Who is Chalk Data for?

Chalk Data is built for ML engineers and data engineers.

How do I sign in to Chalk Data?

Sign in on Chalk Data's own website, chalk.ai. FalcoScan reviews Chalk Data but does not run its accounts, so logins, passwords and billing are handled by Chalk Data directly.

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