All comparisons

Dot vs Snowflake Cortex Analyst & Snowflake CoWork

Dot is the better fit when questions span sources, dbt, Looker, Slack, or Teams. Cortex Analyst stays inside Snowflake.

What are the differences between Dot and Snowflake Cortex Analyst & Snowflake CoWork?

Showing 26 of 43 capabilities across 8 categories

02 / 10

Where can users receive answers?

Native Slack app

Dot
Yes. Native Slack app, install and ask in-channel
Snowflake Cortex Analyst & Snowflake CoWork
Partly. Slack app still 'private preview soon' Source

Native Microsoft Teams app

Dot
Yes. Native Teams app, same experience as Slack
Snowflake Cortex Analyst & Snowflake CoWork
Partly. Via custom MCP connector, not packaged app Source

Answers and reports by email

Dot
Yes. Automated reports and alerts land straight in inbox
Snowflake Cortex Analyst & Snowflake CoWork
Partly. Automations (preview) email scheduled question re-runs Source

Native mobile apps

Dot
No. Web app works in mobile browser only
Snowflake Cortex Analyst & Snowflake CoWork
Yes. Native apps on iOS App Store, Google Play Source
03 / 10

Which data sources can it access?

Warehouse and database connectors

Dot
Yes. 31 connectors: Snowflake, BigQuery, Databricks, Redshift, Postgres, more
Snowflake Cortex Analyst & Snowflake CoWork
No. Snowflake-native only; other warehouses ingested first Source

Joins data across separate sources

Dot
Yes. Joins separate sources inside one workspace
Snowflake Cortex Analyst & Snowflake CoWork
No. Routes among views; cross-view joins undocumented Source
04 / 10

Which business context grounds its answers?

Grounded in dbt models and metrics

Dot
Yes. Reads existing dbt models and metrics, no redefinition
Snowflake Cortex Analyst & Snowflake CoWork
Partly. dbt package manages Snowflake Semantic Views, not metrics Source

Grounded in LookML

Dot
Yes. Reads existing LookML explores and fields directly
Snowflake Cortex Analyst & Snowflake CoWork
No. Uses Snowflake semantic views, not LookML Source

Your own metric and term definitions

Dot
Yes. Org glossary, business-term glossary and playbooks reused everywhere
Snowflake Cortex Analyst & Snowflake CoWork
Partly. Semantic-view synonyms plus Cortex Sense, no glossary layer Source
06 / 10

Who owns and maintains the business logic?

Business context lives in a repository you own

Dot
Yes. Two-way sync with your GitHub or GitLab
Snowflake Cortex Analyst & Snowflake CoWork
Partly. Exportable YAML supports version control, not Git ownership Source

Context and apps use Git and pull requests

Dot
Yes. Every publish is versioned through Git and PRs
Snowflake Cortex Analyst & Snowflake CoWork
Partly. Cortex Sense stays scoped inside Snowflake only Source

Context stays current when schemas change

Dot
Yes. Schema changes trigger assisted context review
Snowflake Cortex Analyst & Snowflake CoWork
Partly. Evaluations suggest fixes; schema drift remains manual Source

Context remains portable if you leave

Dot
Yes. Readable context and apps stay in your repository
Snowflake Cortex Analyst & Snowflake CoWork
Partly. Exports readable YAML, Ossie, and DDL definitions Source
07 / 10

Which outputs can it produce?

Scheduled reports

Dot
Yes. Scheduled PowerPoint and PDF business reviews
Snowflake Cortex Analyst & Snowflake CoWork
Partly. Automations (preview) re-run a question on schedule Source

Exports decks and PDFs

Dot
Yes. Automated Reports ship as finished PowerPoint/PDF decks
Snowflake Cortex Analyst & Snowflake CoWork
Partly. Code execution outputs PDFs/PPTX; File Output in preview Source

Conditional alerts and monitoring

Dot
Yes. Background monitoring, messages only on threshold
Snowflake Cortex Analyst & Snowflake CoWork
Partly. SQL Alerts threshold-based; CoWork Automations schedule-only Source

White labeling and embedded analytics

Dot
Partly. Dashboard embedding; limited white-label controls
Snowflake Cortex Analyst & Snowflake CoWork
No. No packaged white-label embedded analytics product Source

Notebook or IDE for analysts

Dot
No. No notebook workspace; Python runs internally
Snowflake Cortex Analyst & Snowflake CoWork
Yes. Snowflake Notebooks: cell-based SQL/Python/Markdown IDE inside Snowsight Source
08 / 10

Which governance and security controls are included?

Single sign-on

Dot
Yes. SSO via OIDC on Team plan and up
Snowflake Cortex Analyst & Snowflake CoWork
Partly. Federated SSO needs Enterprise; advanced needs Business Critical Source

Self-hosting available

Dot
Partly. Self-hosted available on Enterprise tier
Snowflake Cortex Analyst & Snowflake CoWork
No. Cannot run locally or on private clouds Source

Uses the platform's native governance

Dot
No. Separate service; metadata and samples sync to Dot
Snowflake Cortex Analyst & Snowflake CoWork
Yes. Data and prompts stay inside Snowflake end-to-end Source
09 / 10

What is the product built to become?

Purpose-built as a full AI analytics platform

Dot
Yes. Purpose-built for AI analytics across the full workflow
Snowflake Cortex Analyst & Snowflake CoWork
No. A data warehouse expanding into AI analytics
10 / 10

How do pricing and cost controls work?

Public, predictable pricing

Dot
Yes. Plan prices public; Enterprise is only custom quote
Snowflake Cortex Analyst & Snowflake CoWork
Partly. Per-credit rate public; per-operation cost needs separate lookup Source

Hard usage limits, spend visibility, and ROI

Dot
Yes. Set usage limits; track spend and ROI
Snowflake Cortex Analyst & Snowflake CoWork
Partly. Usage metering and budgets; ROI tracked separately Source

Free tier or trial

Dot
Yes. Free plan, no card, unlimited users
Snowflake Cortex Analyst & Snowflake CoWork
Partly. 30-day $400 trial only, no ongoing free tier Source

No new vendor to procure

Dot
No. New vendor: own procurement, security review, contract
Snowflake Cortex Analyst & Snowflake CoWork
Yes. Billed as AI Credits, no contract amendment required Source

Across all 43 capabilities

Dot36 supported2 partial5 not available
Snowflake Cortex Analyst & Snowflake CoWork20 supported16 partial7 not available
Conclusion

Choose for the analytics stack you want to end up with

The decision is not only which tool answers questions today. It is which product can become your analytics platform over time.

Choose Snowflake when governed analytics should stay inside Snowflake

  • Snowflake policies, RBAC, and audit trails apply without separate setup.
  • AI Credit pricing is $2.00 globally or $2.20 regionally.
  • Deep Research supports parallel investigations within Snowflake.

Watch out

  • Broad semantic views reduce reliability. Practitioners see weaker results when semantic views cover many tables or domains, and recommend separate agents with narrower scopes. [1][2][3]

Pricing

  • AI Credits cost $2.00 globally or $2.20 regionally.
  • Warehouse compute adds $2 to $4 per credit by edition.
  • The 30-day trial includes $400 in credits.
Source

Choose Dot for best-of-breed AI analytics that can replace BI

Connect Dot to the data sources and semantic models you already have, then start with one agent. Context, apps, and business logic stay version-controlled in a repository you own, so they never become a Dot-only asset. Add dashboards, reporting, and governed workflows as adoption grows, then retire BI software you no longer need.

Watch out

Dot is growing quickly. Its smaller team may not offer the same level of hands-on support as a larger vendor in every region.

Pricing

  • Free plan, no credit card
  • Pro at $200/month, or $180/month billed annually. Unlimited users.
  • Team at $800/month, or $720/month billed annually. Adds single sign-on and row-level security.
  • Enterprise is custom: self-hosting, SLAs, and volume terms
Full pricing

Why the pricing model matters

Frontier AI has variable inference cost. A vendor that relies only on seat pricing must eventually meter AI, absorb the cost, or limit capability. Dot makes usage visible, lets teams set limits, and tracks the return on that spend.

Receipts

Benchmarked against human analysts, and measured in production

DABStep is Adyen’s public data-analysis benchmark. Dot scored above trained human analysts. It is independently published and available to inspect. In production, customers report these outcomes.

Every Dot answer shows its work. Click any number to inspect the query.

Questions

Checked against Snowflake Inc.'s documentation · August 2026. Spot an inaccuracy? Tell us at hi@getdot.ai.

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