Quadratic
Quadratic is the AI-native spreadsheet that writes Python, SQL, and formulas for live data analysis.
Quadratic is the right call for data teams that write code and need auditable, live analysis. If you'd rather drag-and-drop than read Python, stick with Excel or BI tools. The free tier lets you test it cheaply, and Pro's $20 monthly AI credits cover serious work. Just know it's not a no-code tool—you'll review AI-generated code.
Verified 4d ago · liveness 83/100 · cite: rightaichoice.com/tools/quadratic
- Data analysts and scientists who want a spreadsheet front-end for Python and SQL with live database connections
- Finance teams needing live P&L, budgeting, and invoice data from QuickBooks without CSV exports
- Traders and investors building self-refreshing dashboards with Plaid balances and transactions
- Product managers analyzing user behavior from Mixpanel and Google Analytics with AI-generated insights
- Users who prefer drag-and-drop ETL and no-code tools over writing or reviewing Python/SQL
- Teams that work offline-only and don't need live data connections
- Organizations relying on Excel VBA macros that require full backward compatibility
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Skip Quadratic if you prefer drag-and-drop tools over writing or reviewing Python/SQL, need offline access, or rely on Excel VBA macros that require full backward compatibility.
AI credits are metered: Pro includes $20/month, Business includes $40/month, but heavy usage may require purchasing additional credits on-demand (Business tier only) to avoid hitting limits.
Quadratic's pricing fits data-driven teams who value transparency and AI assistance. At $18/user/month (annual), Pro is competitive with BI tools like Tableau or Looker, but cheaper than per-seat analytics platforms. However, for individuals, the free tier offers a generous starting point, and the $20 monthly AI credits in Pro provide substantial value compared to per-credit models. Compared to open-source alternatives like Jupyter with free AI models, Pro is a premium, but the spreadsheet UX
In short
Quadratic — Quadratic is the AI-native spreadsheet that writes Python, SQL, and formulas for live data analysis. Best for Data analysts and scientists who want a spreadsheet front-end for Python and SQL with live database connections, Finance teams needing live P&L, budgeting, and invoice data from QuickBooks without CSV exports, Traders and investors building self-refreshing dashboards with Plaid balances and transactions. Free to start; paid plans from $18/user/mo.
What's new in Quadratic
Checked 4 days agoAcross the latest 5 updates: 5 feature updates.
Document Center: upload, manage, and edit non-spreadsheet files
Uploaded PDFs, Word docs, images, and CSVs are now stored in a new Documents page, with preview, editing, and AI access. Search spans documents, and cells imported from documents show their source.
Data validations round-trip with Excel and Google Sheets
Data validations (list, number, checkbox, etc.) now import/export with .xlsx and Google Sheets, including Excel-faithful operators. Google Sheets import pulls validations and conditional formats.
Hide/unhide columns and rows
Excel-style hide/unhide for columns and rows via context menus, command palette, and shortcuts. Hidden state round-trips with Excel/Google Sheets and supports undo/redo.
Shared AI chats
AI Analyst chat history is now file-scoped and collaborative, persisting on server and visible to all file collaborators. Live prompt queue with turn-taking and presence indicators.
PDF export and print
Quadratic v0.26.12 adds PDF export with Excel-style print semantics, including page setup, print areas, and repeat rows/columns. Available via File → Print, MCP, and Developer API.
What people actually say about Quadratic — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
86 mentions across 5 sources (Reddit, Hacker News, Product Hunt, Stack Overflow, Lemmy) · researched Jul 31, 2026.
- +AI writes transparent Python/SQL code, keeping analysis auditable and editable.
- +Live data connectors for Postgres, Snowflake, BigQuery, and QuickBooks built in.
- +Supports Python, SQL, JavaScript, and formula cells in one grid.
- +Open-source availability excites developers looking to embed or customize.
- +SOC 2 and HIPAA certified, addressing enterprise security concerns.
- −Real-world performance and reliability not yet validated by extensive user reports.
- −Multiuser real-time collaboration appears missing or unconfirmed.
- −Integration list still growing — some users ask for more connectors.
- −Learning curve for non-programmers may be steeper than advertised.
- −Few in-depth reviews mean support and enterprise maturity are unknown.
- • Possible extra cost for advanced integrations like QuickBooks
- • Potential overage charges for scheduled tasks or API usage
Viability Score
How well maintained and how widely used is Quadratic? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: September 2026
How we score →Key Features
- Natural language AI writes Python, SQL, formulas, and charts
- Live data connectors: Postgres, MySQL, Snowflake, BigQuery, MariaDB, MS SQL, CockroachDB, Supabase, Neon
- Financial data connections: QuickBooks and Plaid (12,000+ institutions)
- Marketing analytics: Google Analytics (GA4) and Mixpanel connectors
- MCP (Model Context Protocol) support for AI agents (Claude, Cursor, ChatGPT)
- Agent Sync to link apps and APIs to live workflows
- REST API for reading/writing cells and triggering AI runs
- Scheduled Tasks for automated data refresh
- Import from CSV, Excel, PDF, and Google Sheets
- PDF export with Excel-style print semantics (v0.26.12)
- Shared AI chat history (v0.26.12)
- Hide/unhide columns and rows (v0.26.12)
- Excel-style pivot tables (added July 2026)
- Data validations that round-trip with Excel and Google Sheets (v0.26.12)
- SOC 2 and HIPAA certified
About Quadratic
Quadratic is an AI-native spreadsheet that brings the power of code to the familiar grid. Rather than juggling a database and a Jupyter notebook, you connect your data—Postgres, Snowflake, BigQuery, MySQL, plus CSVs, Excel, PDFs—and ask questions in plain English. The AI writes transparent Python, SQL, JavaScript, and formulas that you can inspect and edit in every cell, making the analysis auditable. Built for data analysts, finance teams, traders, and product managers, it handles up to 100 million rows, 100x Excel's row limit. What sets Quadratic apart is its agent-readiness: it speaks the Model Context Protocol (MCP), so AI agents like Claude, Cursor, and ChatGPT can read from and write to your spreadsheet, with every change requiring your approval. Agent Sync connects apps and APIs to live workflows, Scheduled Tasks automate refreshes, and a REST API lets you trigger AI runs from your own code. The August 2026 release (v0.26.12) added PDF export with Excel-style print semantics, shared AI chat history, hide/unhide for columns and rows, and data validations that round-trip with Excel and Google Sheets. The July 2026 release brought Excel-style pivot tables. On the security side, Quadratic is SOC 2 and HIPAA certified, so finance and healthcare teams can use it with confidence. The free tier is generous for individuals; Pro and Business unlock more AI credits, additional models, and unlimited sharing. Enterprise adds SSO, self-hosting, and dedicated support. Compared to Excel's fragile VLOOKUPs or no-code BI tools that hide the logic, Quadratic sits in the sweet spot—code power with spreadsheet accessibility.
Behind the Verdict
Quadratic occupies a unique niche: it's a spreadsheet that speaks Python, SQL, and JavaScript natively, with AI assistance that generates code you can audit. Unlike traditional BI tools that hide logic behind drag-and-drop, Quadratic keeps every cell open, letting you verify the reasoning behind each result. The MCP support is a standout—it allows AI agents like Claude, Cursor, and ChatGPT to read and write directly to your spreadsheet, with per-change approval. This makes Quadratic particularly powerful for teams that already use AI agents in their workflow, as it extends the spreadsheet as a collaborative surface. Strengths include deep integration with live databases and financial data sources (Postgres, Snowflake, BigQuery, QuickBooks, Plaid), which eliminates the need for CSV exports and manual refreshes. The big data capability (100M rows) and scheduled tasks make it suitable for heavy analytical workloads. Recent updates, such as PDF export, shared AI chats, and data validations that round-trip with Excel and Google Sheets, show a commitment to polish and interoperability. Weaknesses include a learning curve for non-programmers—the interface is spreadsheet-like but coding is central. The free tier restricts sharing and AI usage, which may frustrate teams that want to collaborate widely without cost. AI credits are a gating mechanism for advanced models and on-demand usage, which can add up for heavy users. Mobile and desktop apps are absent, so all work happens in the browser. Where it fits: data teams that value transparency and code, finance teams needing live P&L and budgets, and organizations that want AI agents to work inside their spreadsheet. Where it doesn't: non-technical users who prefer no-code tools, offline-only teams, or those heavily invested in Excel VBA macros.
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Real-world workflow fit
Concrete scenarios for the personas Quadratic actually fits — and what changes day-one when you adopt it.
Connect a Snowflake data warehouse and write SQL queries in cells to explore sales data, using AI to generate initial queries and charts.
Outcome: Deliver a live dashboard with pivot tables and scheduled refreshes, shared with stakeholders, all within the spreadsheet.
Connect QuickBooks and Plaid to pull real-time P&L and cash flow, using AI to flag anomalies and forecast.
Outcome: Automate monthly financial reporting, eliminating manual CSV exports and reducing reporting time by half.
Use Mixpanel and Google Analytics connectors to analyze user engagement, prompting AI to identify drop-off points.
Outcome: Create a self-updating product usage report with AI-generated insights, sharing it with the team via a link.
Use Cases
- Connect QuickBooks and Plaid to build automated financial dashboards with live data.
- Write SQL queries directly in cells to analyze Snowflake or BigQuery data without leaving the spreadsheet.
- Use the AI assistant to generate Python code for complex data transformations and explain it inline.
- Create a Mixpanel product usage report by prompting the AI to query your event schema.
- Schedule daily refreshes of CSV or database-imported data to keep reports current.
- Extract text and tables from PDF invoices using AI, then clean and analyze in the same sheet.
- Use Agent Sync to link external APIs and keep analysis up to date automatically.
- Build a custom Mixpanel dashboard in 10 prompts.
Models Under the Hood
as of 2026-08-30
Limitations
- Quadratic is a web-based AI-native spreadsheet, with no native mobile or desktop apps.
- Free tier limits AI usage, sharing, files, and connections; Pro and Business tiers offer more AI credits and features.
- AI credits are required for additional model access, and on-demand AI usage is Business-tier only.
- The interface and Python/SQL coding may present a learning curve for non-technical users.
as of 2026-08-29
Verification history
We have re-verified Quadratic 17 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Showing the 6 most recent of 17 verification passes.
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Quadratic tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/mo
Ideal for
Individuals trying Quadratic for the first time, with limited AI usage and sharing needs.
What this tier adds
Entry point with basic spreadsheet features, limited AI usage, sharing, files, and connections.
Pro
$18/user/mo (billed annually)
Ideal for
Pro users or small teams needing more AI credits, unlimited sharing, and additional model access.
What this tier adds
Adds $20/month AI credits, additional AI models, privacy controls, and a shared workspace.
Business
$36/user/mo (billed annually)
Ideal for
Teams with higher AI usage demands and the need to purchase extra AI credits on-demand.
What this tier adds
Adds $40/month AI credits, on-demand AI credit purchases, and higher usage limits over Pro.
Enterprise
Custom
Ideal for
Large organizations requiring custom AI limits, SSO, self-hosting, and dedicated support.
What this tier adds
Offers custom AI usage, SSO, self-hosting, and dedicated support beyond Business.
Where the pricing makes sense
The company stage and team size where Quadratic's pricing actually pencils out — and where peers do it cheaper.
Quadratic's pricing fits data-driven teams who value transparency and AI assistance. At $18/user/month (annual), Pro is competitive with BI tools like Tableau or Looker, but cheaper than per-seat analytics platforms. However, for individuals, the free tier offers a generous starting point, and the $20 monthly AI credits in Pro provide substantial value compared to per-credit models. Compared to open-source alternatives like Jupyter with free AI models, Pro is a premium, but the spreadsheet UX
Setup time & first value
How long it actually takes to get something useful out of Quadratic — broken out by persona, not the marketing-page minute.
You can connect a data source and run an AI analysis within minutes of signing up. The free tier requires no credit card, and onboarding is guided by templates. For a complex multi-source setup with scheduled tasks, expect a few hours to configure and validate.
Switching to or from Quadratic
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Excel: Import .xlsx files directly, and use the AI to convert existing formulas to Python or SQL where needed.
- →From Google Sheets: Import via CSV or use the Google Sheets connector to pull live data; data validations and conditional formats now round-trip.
- ↗To Excel: Export as .xlsx, including data validations and hidden rows/columns, but note that AI-generated Python/SQL cells will not translate.
Integrations
Resources & Guides
- Resourcequadratichq.com
Build a Custom Mixpanel Dashboard in 10 Prompts
Build a Mixpanel dashboard in Quadratic using prompts. Create funnels, trends, retention, and weekly insights from your own event schema
- Resourcequadratichq.com
Introducing QuickBooks for Quadratic
Connect QuickBooks to Quadratic to build reports, dashboards, and financial analysis in a familiar spreadsheet interface.
- Resourcequadratichq.com
Introducing The Google Analytics Ga4 Connection
Helpful link from quadratichq.com
- Resourcequadratichq.com
Plaid Integration for Personal Finance
Connect Plaid to Quadratic to analyze your personal finance data in a live spreadsheet. Track spending, cash flow, & balances across accounts without manual exports.
- Resourcequadratichq.com
Image And Pdf Data Extraction In Quadratic
Helpful link from quadratichq.com
Tutorials & Learning
Official links
Tools that pair well with Quadratic
Common stack mates teams adopt alongside Quadratic, with the specific reason each pairing earns its keep.
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Frequently Asked Questions
Best-of guides
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