Comma vs Mode
TL;DR
Mode is a BI platform — a SQL workbench with notebooks and dashboards layered on top. Comma is a sharing, comment, and refresh layer for HTML reports. They sit on different shelves: Mode is where you build the report, Comma is where you send it to the team and keep it fresh. Teams that came to Mode specifically for the dashboard-sharing surface can replace that slice with Comma; teams that use Mode as a full BI platform usually keep both.
At a glance
| Comma | Mode | |
|---|---|---|
| Category | HTML report workspace | BI platform |
| Input | Any HTML you produce | SQL / R / Python written inside Mode |
| Renders external HTML? | Yes, faithfully, sandboxed | No |
| SQL workbench | No | Yes |
| Dashboards as a primitive | No (BYO HTML) | Yes |
| Comments | Anchored to text and table cells | In-app threads |
| Scheduled refresh | Routines on every plan | Scheduled reports |
| Agent posting (MCP) | Yes, scoped comma_sk_… tokens |
No |
| Pricing transparency | Public — $0 / $15 / $75 / custom | Custom quotes only |
| Free tier | 3 commenters per report, monthly routines | Studio (limited) |
| Ownership | Independent (Nadir Tech LLC) | ThoughtSpot subsidiary since 2023 |
What Mode is good at
The full warehouse-to-dashboard pipeline. Mode's strength is that one team can sit inside one product and own the whole arc: query the warehouse with SQL, model and visualize with R or Python in the same workspace, publish a governed dashboard for business users, and assemble custom data apps for specific workflows. The ThoughtSpot acquisition is reinforcing that arc with more AI-driven analytics on top.
If your team's job is "we own analytics end-to-end," Mode is a serious candidate and has been for a decade.
What Comma is good at
Everything after the artifact exists. Comma starts at the HTML. Paste,
upload, post via API, or have a Claude/Cursor agent ship it through the MCP
server. The report renders faithfully inside an opaque-origin sandbox.
Reviewers leave anchored comments on paragraphs or table cells. Routines
re-run the underlying skill on a cron and append the new HTML as a revision.
Same comma_sk_… token gates REST and MCP, so agents are first-class.
Comma does not query a warehouse, does not run SQL, does not build dashboards. It is sharply scoped: BYO HTML.
Where each one wins, in detail
Building the analysis
Mode wins. This is Mode's territory. SQL workbench, R, Python, drag-and-drop dashboards, governed datasets. Comma starts after the artifact exists.
Sharing for review
Comma wins. Mode publishes dashboards inside the Mode UI; reviewers open a Mode page. Stakeholders open documents more willingly than dashboards. Comma's surface is the rendered HTML as a document, with comments anchored outside the iframe. Link-first sharing. Anyone-with-link identity.
Scheduled refresh
Both, with different shapes. Mode's scheduled reports are mature and live in the paid tiers. Comma routines are on every plan — monthly on Free, daily on Pro, hourly on Team — and refresh by re-running an underlying skill, not just re-executing a saved query. That distinction matters when the report comes from a Claude skill, a custom Python script, or an external system Mode wouldn't ingest.
Agent collaboration
Comma wins decisively. Comma exposes an MCP server (Streamable HTTP) under the same scoped token as the REST API. Claude Code, Cursor, and VS Code agents can ship reports, anchor comments, and reply to feedback as first-class collaborators. Mode is not designed as an arbitrary-HTML posting endpoint for agents.
Pricing transparency and cost shape
Comma wins. Mode does not publish prices; quotes are typically enterprise-tier and require a sales conversation. Comma is transparent: $0 / $15 / $75 / custom. For a team evaluating tools without a procurement budget allocated, the difference is large.
Governance and enterprise readiness
Mode wins today. Mode has been an enterprise BI product for a decade — SSO, governed datasets, audit, security review. Comma is younger; Enterprise SSO and audit log are on the roadmap rather than shipped. Scoped tokens, opaque-origin sandbox, and per-token rate limits are already shipped.
Roadmap stability
Mixed. Mode is now a ThoughtSpot subsidiary; some buyers see the converging roadmap as continuity, others as uncertainty about which features get prioritized. Comma is independent and small — fewer dependencies, also fewer guarantees.
Who Mode is best for
- Analytics teams that own warehouse-to-dashboard end-to-end.
- SQL-first shops that want a mature workbench with R/Python layered on.
- Enterprises that need governed self-serve BI and have a procurement process to navigate enterprise pricing.
- Companies already in or moving toward the ThoughtSpot ecosystem.
Who Comma is best for
- Anyone whose report already exists as HTML (AI tools, eval harnesses, external dashboards, custom scripts).
- Teams with more reviewers than producers, where casual commenters need a document and not a dashboard tool seat.
- Agent operators who want a scoped, revocable, MCP-native posting endpoint.
- Smaller teams that want transparent pricing without a sales conversation.
Using them together
If you use Mode as a full BI platform: keep it for the workbench and the governed datasets, and add Comma as the share / comment / refresh layer for reports that need a document-shaped surface or live outside of Mode (AI outputs, eval results, custom HTML). Wire the Mode report into a Comma routine via the API and reviewers get a faithful, commentable document that refreshes on a cron.
See Use Comma with Mode → for the integration patterns.
Try Comma
Free tier is meant to be enough to evaluate honestly: three commenters per report, monthly routines, full anchored commenting, full MCP access. No card, no sales call.