Soda Core

Name: Soda Core
Brand: Soda
Price: 750 USD
Rating: 4.4 (55 reviews)

Claim this tool

Automate data quality detection, explanation, and resolution with AI-powered data observability.

From $750/mo, billed monthly (free plan available)

Freemium Data Quality Analytics AI & Automation

Visit Website

4.4 (55 across the web)

Freemium Visit Website

Reviews on G2

55 reviews tracked

The Bottom Line

Updated Oct 19, 2026

Price: From $750/mo, billed monthly (free plan available). Compare plans

Key facts

Automates data quality detection and resolution using advanced AI.
Unifies data quality workflows for both engineers and business users.
Provides comprehensive data observability with anomaly detection and AI-driven checks.

Pros

Significantly reduces false positives in anomaly detection (70% fewer than Facebook Prophet).
Scales efficiently to large datasets (1B rows in 64 seconds).
Unifies technical and business teams around data quality with shared workflows and data contracts.
Automates the creation of data quality checks and contracts, reducing manual effort.
Detects anomalies at a granular record level without requiring explicit check definitions.

Cons

No explicit free tier mentioned, suggesting it's a paid solution.
Requires integration into existing data environments.

What is Soda Core?

Soda is a data quality platform that helps organizations prevent data incidents before they impact production. It offers a unified workflow for both engineers and business users, powered by advanced AI. The platform automatically detects, explains, and helps resolve data quality issues as they emerge, directly at the source within your environment. Soda leverages proprietary AI for faster and more accurate data quality monitoring, including metrics monitoring, record-level anomaly detection, and AI automations for generating data contracts and checks. It provides comprehensive data observability with interactive visualizations, smart thresholds, and continuous AI improvement through user feedback. This allows teams to scale monitoring efforts without manual scripting, discover unknown data issues, and automate data and pipeline testing.

Available on: Web

Data compiled by Toolradar Pricing checked Oct 19, 2026 · How we evaluate

Source soda.io

Ratings Across the Web

4.4 (55 reviews)

Soda Core holds an aggregate rating of 4.4 out of 5 from 55 reviews across G2, last checked March 19, 2026.

G2 55 reviews

4.4/5

Ratings aggregated from independent review platforms. Learn more

Preview

Key Features

AI-powered data quality automation
Collaborative data contracts for business and engineering
Automated isolation, management, and fixing of bad data at source
Metrics monitoring with proprietary AI algorithms (outperforms Facebook Prophet)
AI Automations for generating data contracts and checks from plain English
Record-Level Anomaly Detection (RAD) across columns, rows, and segments
Interactive data observability visualizations
Smart and adaptive thresholds for data quality checks

Pricing Plans

Pricing checked Oct 19, 2026. Source: soda.io/pricing, read Oct 19, 2026

Soda Core plans and prices, checked October 2026
Plan	Price	Details
Free	$0 / month	Up to 3 production datasets tested and monitored Pipeline testing Metrics observability +2 more Show less Alerting & ticketing integrations No credit card required
Team	$750 / month	All Free features Unlimited users Includes 20 datasets +3 more Show less Pay as you go, $8 for every additional dataset Catalog integrations Add-ons available
Enterprise	Custom pricing	All Team features Collaborative data contracts No-code interface +6 more Show less Advanced AI-powered data quality features Audit logs, custom roles, RBAC Private deployment SSO Premium support Annual billing and volume discounts available

Calculate your cost View full pricing

Is Soda Core worth the price?

Good value

Soda Core's pricing is fair for small teams but can quickly become expensive for larger organizations.

The Free tier is generous for basic monitoring, while the Team tier at $750/month plus $8/dataset is a significant jump. This structure is best for startups and small to medium-sized businesses with a limited number of critical datasets.

Hidden Costs & Gotchas

Additional datasets beyond 20 are $8 each.

Add-ons for Team tier are extra.

Full Soda Core pricing: every plan, hidden costs and alternatives

Soda Core by the numbers

Soda Core compared with 44 Data Quality tools on Toolradar, as of Nov 2026
Metric	Soda Core	Peer median	Position (1 is best)
Free plan	Yes	18 of 44 have one	n/a
Listed as an alternative to	5 tools	1	#9 of 44 (joint)
User rating	4.4/5 (across the web, 55 ratings)	4.4/5	#9 of 20 (joint) tools with 20+ reviews

Listed as an alternative to: #8 on 2026-10-16 to #9 on 2026-11-02 (rank among 44 tools, 1 is best).

Each position is counted among the tools that have data for that row, as noted under it. All Data Quality data · How we compute this. Advertising and placement fees are not inputs to any position.

Cite this: Toolradar, “Soda Core by the numbers”, Nov 2026.

Reviews

Improve Your Thinking Patterns Using ChatGPT cover

$99 Free with your review

Review Soda Core, get a free AI guide

Share your experience and we will send you Improve Your Thinking Patterns Using ChatGPT, free.

Write a review

4.4/5

Across 55 verified user reviews on G2

Add your hands-on experience using the offer above to help the next buyer.

Best Soda Core Alternatives

Top alternatives based on features, pricing, and user needs.

Monte Carlo Paid

Close the loop between data inputs and agent outputs with an end-to-end Data and AI Observability Platform.

4.4

Datadog Freemium

Cloud monitoring, security, and AI investigations for DevOps

4.4

Acceldata Paid

Unify your data and fix issues automatically with AI-powered agents for reliability, governance, and performance.

4.4

Bigeye Paid

The Enterprise AI Trust Platform for responsible data and AI initiatives.

4.1

Great Expectations Freemium

Ensure governance and trust in AI with robust data quality across your pipelines.

See all data quality tools →

Still deciding?

Most buyers shortlist 2 or 3 tools before committing. Pull a side-by-side comparison or browse the full alternatives shortlist below.

Soda Core vs Monte Carlo Head-to-head: features, pricing, who wins Soda Core vs Datadog Head-to-head: features, pricing, who wins Soda Core vs Acceldata Head-to-head: features, pricing, who wins

Explore More

Soda Core FAQ

How does Soda Core help prevent data incidents?

Soda Core is a data quality platform that automatically detects, explains, and helps resolve data quality issues as they emerge. It monitors data directly at the source within your environment, aiming to prevent incidents before they impact production.

Which teams benefit most from using Soda Core?

Soda Core is designed to unify both technical and business teams around data quality, offering shared workflows and data contracts. This allows engineers and business users to collaborate effectively on data quality initiatives.

How does Soda Core compare to Monte Carlo for data quality monitoring?

Soda Core differentiates itself by significantly reducing false positives in anomaly detection, boasting 70% fewer than some other methods. It also scales efficiently to large datasets, processing 1 billion rows in 64 seconds.

What kind of data quality issues can Soda Core identify?

Soda Core can discover unknown data issues and detect anomalies at a granular record level without requiring explicit check definitions. It also provides metrics monitoring and record-level anomaly detection through its AI capabilities.

Does Soda Core include a free tier?

Yes, Soda Core is available on a free tier. Paid plans are also offered for users requiring more extensive usage and additional features.

How does Soda Core automate data quality processes?

Soda Core leverages proprietary AI for generating data contracts and checks, automating the creation of data quality checks and contracts. This reduces manual effort and allows teams to scale monitoring efforts without manual scripting.

What are the primary considerations when implementing Soda Core?

Implementing Soda Core requires integration into existing data environments. While it offers advanced data observability, users should plan for this integration process within their current infrastructure.

Source: soda.io

Guides & Articles

Best AI Data Analyst Tools 2026

Expert guide

Best A/B Testing Tools in 2026

Expert guide

Best Business Intelligence Tools in 2026

Expert guide