⚡Stack Radar

Spreadsheets · Reviewed 23 Oct 2026

Quadratic

AI-powered spreadsheet for large datasets with code and connections.

free tier · quadratichq.com ↗

Paid against free › Spreadsheets › Quadratic

Quadratic at a glance
106.8KEstimated total trafficModeled monthly visits4.7KRanking keywordsPublic search sample98/100Technical health15 pages checked0Referring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

Quadratic is an AI-powered spreadsheet designed for working with large datasets that exceed the limits of traditional tools like Excel or Google Sheets S7. It serves data analysts, financial professionals, and teams who need to connect live data sources, perform complex analysis, and collaborate on verifiable results S7. Its practical value lies in combining a familiar spreadsheet interface with AI assistance, code-based formulas, and direct connections to databases and APIs, enabling faster, more reliable data analysis S7.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: Quadratic is an AI-native spreadsheet application S7.
  • Core purpose: It solves the problem of analyzing datasets too large for traditional spreadsheets by connecting to live data and using AI S7.
  • Intended users: Data analysts, financial professionals, and teams needing collaborative, code-based analysis S7.
  • Product scope: A single web application that combines spreadsheet UI with AI, Python, and data connections S7 S75.
  • Positioning: Positioned as "The AI Spreadsheet" that connects to your data for fast, clear insights S7.
  • Claimed distinction: Claims to handle big data and provide auditable, verifiable AI analysis, unlike black-box solutions S7.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
Financial analystsPull real-time data via APIs and build automated financial reports S7 S84.
Product managersAnalyze revenue by region and build dashboards from connected data S7 S65.
Data scientistsIntegrate Python financial libraries and Plotly charts with spreadsheet inputs for reactive reporting S84.
Economics studentsLearn price elasticity concepts with an interactive calculator template S75.
Open-source maintainersTrack NPM package download statistics and monitor adoption S73.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
AI assistanceAsk questions in natural language and get analysis, with AI providing a method of analysis in the spreadsheet S7.
Large data handlingOpen and analyze datasets too big for Excel or Google Sheets S7.
Code-based formulasUse Python and JavaScript within the spreadsheet for advanced analysis and automation S75 S73.
Data connectionsConnect to live data sources like databases (Postgres, MySQL, Snowflake) and APIs (QuickBooks, Plaid) for up-to-date data S7.
MCP supportSpeak the Model Context Protocol, allowing AI agents like AI modelor Cursor to read and write to the spreadsheet S7.
API accessUse the Quadratic API to trigger AI runs, read/write cells, and orchestrate agents from your own code S7.
Conditional formattingHighlight important values, visualize trends, and spot outliers with rules based on cell values, text, or custom formulas S65.
Excel compatibilityImport and export Excel files, preserving font sizes, rich text formatting, and named ranges S65.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
Postgres, MySQL, Snowflake, BigQuery, etc.Data connectionConnect to live databases for up-to-date data in the spreadsheet S7.
PlaidData connectionPull balances, transactions, and cash flow from 12,000+ financial institutions S7.
QuickBooksData connectionPull P&L, balance sheet, and invoice data directly into the spreadsheet S7.
Google AnalyticsData connectionBring analytics data into the spreadsheet for marketing dashboards and reporting S7 S65.
MCP (Model Context Protocol)AI interfaceAllows MCP-enabled agents like AI model, Cursor, or ChatGPT to read, write, and verify work in the spreadsheet S7.
Quadratic APIAPITrigger AI runs, read/write cells, and orchestrate agents from your own code S7.
ExcelData portabilityImport and export Excel files with formatting preserved S65.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
PersonalFree S56Limited AI usage S56Limited sharing, files, and connections S56
Pro$18 per user per month, billed annually S56$20 in AI credits per month S56Unlimited sharing, files, and connections S56
Business$36 per user per month, billed annually S56$40 in AI credits per month, more on demand S56Everything in Pro S56
EnterpriseCustom, contact sales S56Custom AI usage S56SSO, self-hosting option, dedicated support S56

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
linkedin.com111quadratic ai
usatoday.com111powerball number frequency generator
national-lottery.com112powerball number frequency generator
chromewebstore.google.com113powerball number frequency generator
techcrunch.com114quadratic ai
justpicknumbers.com114powerball number frequency generator
careers.quadratichq.com115quadratic ai
thelotter.us115powerball number frequency generator
scribd.com116powerball number frequency generator
youtube.com117quadratic ai

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

13

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 0.8%
MonthSource
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
otherThe AI spreadsheet that connects to your data and helps you understand it fast. Turn questions into fast, explainable, and shareable insights.https://www.quadratichq.com/
otherAsk in plain English. AI writes the formulas, code, and charts for you.https://www.quadratichq.com/
otherEvery source flows into one live spreadsheet — connected, in sync, and ready for AI.https://www.quadratichq.com/
otherOpen datasets that are too big for Excel or Google Sheets. Sorting, filtering, and AI analysis stay fast at 100 million rows.https://www.quadratichq.com/
otherQuadratic speaks the Model Context Protocol — the open standard for connecting AI to the software you already use.https://www.quadratichq.com/
featuresAI, code, and connections for better data-driven analysishttps://www.quadratichq.com/solutions/business-intelligence
features> “The ability to cross-reference multiple queries simultaneously and create custom charts with Plotly makes Quadratic significantly more powerful than traditional BI tools. The built in AI assistant is a game-changer for visualization.”https://www.quadratichq.com/solutions/business-intelligence
featuresAI to help your team level uphttps://www.quadratichq.com/solutions/business-intelligence
featuresThe AI Spreadsheet built for speed, clarity, and instant insights — without the pain.https://www.quadratichq.com/solutions/business-intelligence
featuresCombine data from databases, SaaS tools, spreadsheets, and APIs in one AI-powered workspace so your team can see the full picture and act faster.https://www.quadratichq.com/solutions/combining-data
features[x] AI that helps you clean, join, and transform datasetshttps://www.quadratichq.com/solutions/combining-data
featuresThe AI Spreadsheet built for speed, clarity, and instant insights — without the pain.https://www.quadratichq.com/solutions/combining-data
featuresMove from raw data to clear visuals in minutes. Quadratic’s AI generates Python & formulas to help you blend data, calculate insights, and chart results all in one connected workspace.https://www.quadratichq.com/solutions/database-analytics
featuresQuadratic helps you explore data faster with contextual AI so you can uncover hidden patterns, test hypotheses, and find insights you didn’t know to ask for.https://www.quadratichq.com/solutions/exploratory-data-analysis
featuresGo beyond static queries. Ask “Which segments are growing fastest?”, or simply, “What are some interesting things about my data?” Quadratic’s AI generates the SQL or Python to surface insights you might not have thought to search for.https://www.quadratichq.com/solutions/exploratory-data-analysis
featuresThe AI Spreadsheet built for speed, clarity, and instant insights — without the pain.https://www.quadratichq.com/solutions/exploratory-data-analysis
featuresAI, code, and connections for faster data-driven analysishttps://www.quadratichq.com/solutions/finance
featuresAI, code, and connections for better data-driven analysishttps://www.quadratichq.com/solutions/business-intelligence
featuresCreate flexible reports with visualizations of your data using AIhttps://www.quadratichq.com/solutions/business-intelligence
features> “The ability to cross-reference multiple queries simultaneously and create custom charts with Plotly makes Quadratic significantly more powerful than traditional BI tools. The built in AI assistant is a game-changer for visualization.”https://www.quadratichq.com/solutions/business-intelligence

These are first-party product claims, not independent measurements of AI-search visibility.

14

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview the sampled queries where linkedin.com appears.1 first-page appearances across quadratic ai

Website intelligence — Collected evidence

Website evidence gaps

  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

15

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
Product HuntQuadratic: The AI spreadsheet with code and connections / Product HuntGrounded web searchReview Quadratic? ... Reviewers praise Quadratic for making data work faster and less frustrating, especially by removing the pain of complex formulas and manual analysis. Users highlight smooth performance, strong feature depth, and intuitive AI-assisted workflows. Many love its open-source approach and the promise of real-time collaboration, comparing its collaborative vision to design tools. The infinite canvas and support for Python, SQL, and traditional formulas stand out, enabling both tec
FeaturedCustomers6 Quadratic Customer Reviews & References / FeaturedCustomersGrounded web searchCustomer Rating Review Score based on 203 reference ratings 4.8/5.0 (203) ... . The ability to cross-reference multiple queries simultaneously and create custom charts with Plotly makes it significantly more powerful than traditional BI tools. …
Personal BlogQuadratic AI Spreadsheet: Python & SQL in Your CellsGrounded web searchLarge, heavy datasets strain it. Quadratic shines on the kind of data most of us actually work with — thousands to tens of thousands of rows. Push into very large datasets while running multiple simultaneous scripts and performance can degrade. This is a focused analysis-and-reporting tool, not a replacement for a warehouse-scale BI pipeline. Match the tool to the data size. ... The free tier is for evaluating, not living in. The Personal plan is genuinely free and great for testing — it's how I
best-ai.orgQuadratic – Data Analytics / Review 2026 / Best-AI.orgGrounded web searchQuadratic is an AI-powered spreadsheet platform that integrates formulas, SQL, Python, and JavaScript, enabling users to automate, analyze, and visualize data collaboratively without plugins or coding expertise.
physicianaitools.comQuadratic: Products, FDA Status & Funding / Physician AI ToolsGrounded web search## What the Web Says ... Information about the specific company 'Quadratic' (quadratic.us) is limited across major review platforms like G2, Glassdoor, and Capterra. Most search results for 'Quadratic' on these sites refer to other companies with similar names (e.g., Quadra, Quadrant, Quadax, G2 Inc.) or general mathematical concepts. On Reddit, there's a brief mention of 'quadratichq.com' for tax workpapers, with one user finding it 'pretty good' for fake data, but no extensive product or emplo

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

  • Quadratic: The AI Spreadsheet — # The AI Spreadsheet Connect your data, ask AI, and get powerful, shareable, and repeatable code-based spreadsheets. ### Connect your data Bring in CSVs, Excel, PDFs, and live databases — your data, in one place.
  • Quadratic: The AI Spreadsheet — me like learning mapplot lib and doing like colors and positioning of the labels and axes and legends and stuff. I just never did it because obviously it ... And everything that quadratic is building in terms of adding analysis to the sheet is it
  • Quadratic — is a Software Development company. Quadratic is an AI spreadsheet that connects to your data and helps you understand it fast. Turn questions into fast, explainable, and shareable insights. Quadratic employs 12
  • Quadratic / AI Spreadsheet for Natural Language Analysis / ToolPotion — complex data into clear, verifiable insights. It allows users to ask questions in natural language, automate tasks with ... generated Python and SQL, and collaborate on auditable analyses, making data understanding faster and more accessible.
  • Quadratic: The AI Spreadsheet — queries in WebAssembly for real-time performance. The product's AI assistant uses a context ... then tool-calls to read columns or peek at values only when needed, keeping costs low on ... Kircos explains Quadratic's three-year technical

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

16

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipQuadratic was founded in Boulder, Colorado in 2022 with the mission to build the best tool for understanding data.source
Contact and supportOne of the best things about product planning at Quadratic is our extremely opinionated user base. We send our active users personal emails asking what they'd improve in Quadratic, and their responses are massive, thoughsource
Legal and privacyWe use essential cookies to make our site work. With your consent, we may also use non-essential cookies to improve user experience, personalize advertisements, and analyze web traffic. For these reasons, we may share yosource
Security and complianceQuadratic is SOC 2 and HIPAA certified. Learn more in our trust center.source
Uptime and status pageNot published on the collected pages.—
Domain registered2022-04-06—
Domain expires2034-04-06—

Not found on the collected pages: uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

17

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
Conditional formatting, STOCKHISTORY, and a new Business planChangelogConditional formatting, merged cells, STOCKHISTORY, Business plan, Agent mode, AI upgrades, connections, Plaid, Excel compatibility, and performance improvements from February. (source)Not dated
Building a Community-Led Product RoadmapRoadmapHow we craft our roadmap as a combination of user feedback and our core product beliefs. (source)Not dated
Quadratic: The AI SpreadsheetChangelogPublic product change history. (source)Not dated
Quadratic Pricing Plans: Free, Pro, and BusinessProduct updateProduct update is publicly available. (source)Not dated

Not found in the collected public sources: status page, separate help center or knowledge base.

Technical

18

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Offered as a cloud service with a self-hosting option S56.S56
Platforms and appsAvailable as a web application S7.S7
API and extensibility (API, SDK, webhooks, MCP, plugins)Provides an API and supports the Model Context Protocol (MCP) S7.S7
Data ownership and exportSupports Excel import/export with formatting preservation S65.S65
Performance and reliability claimsClaims to handle datasets too big for Excel or Google Sheets S7.S7
Release activityRegular updates are documented in a changelog S7.S7
19

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2022-04-06 — Amazon Registrar, Inc.
Domain expires2034-04-06
TLS certificateLet's Encrypt, valid, expires 2027-01-14
Security headersHSTS
Headers not servedCSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Server headerVercel
Mail handled byaspmx.l.google.com, alt1.aspmx.l.google.com
Nameserversns-1682.awsdns-18.co.uk, ns-322.awsdns-40.com

Not measurable: wayback: rate limited by archive.org, ladder stopped after 1 probe(s). A gap here means the lookup was unavailable, not that the finding is negative.

20

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 98/100
  • Critical issues: 0
  • Warnings: 5
  • Notices: 1

Issues

SeverityIssueValueAffected URL
warningTitle length should be reviewed85https://www.quadratichq.com/ai/mcp
noticeMeta description length should be reviewed183https://www.quadratichq.com/ai/mcp
warningDuplicate title in audit sample2https://www.quadratichq.com/
warningDuplicate title in audit sample2https://www.quadratichq.com/
warningDuplicate meta description in audit sample2https://www.quadratichq.com/
warningDuplicate meta description in audit sample2https://www.quadratichq.com/

Crawled pages

StatusTitleH1sWordsResponseURL
200Quadratic: The AI Spreadsheet1146248 mshttps://www.quadratichq.com/
200Quadratic: The AI Spreadsheet1146253 mshttps://www.quadratichq.com/
200Quadratic Pricing Plans: Free, Pro, and Business157914 mshttps://www.quadratichq.com/pricing
200AI Agent Sync for SaaS and REST APIs \Quadratic1926225 ms
200AI Chart Generator \Quadratic1964196 ms
200AI PDF Data Extraction — PDF to Spreadsheet \Quadratic12165212 ms
200AI Analysis: Powerful Analytics with Spreadsheet AI \Quadratic1320207 ms
200AI Research \Quadratic1297190 ms
200Spreadsheet MCP: Connect your spreadsheets to ChatGPT, AI model, and Cursor \Quadratic1958198 ms
200Quadratic Spreadsheet API for Agents and Developers11840201 mshttps://www.quadratichq.com/spreadsheet-api
200Scheduled Tasks: Automate Spreadsheet Updates \Quadratic1313143 ms
200PostgreSQL Data Analytics \Quadratic1857188 ms
200QuickBooks Spreadsheet \Quadratic11943163 ms
200Google Analytics Spreadsheet \Quadratic1868216 ms
200Mixpanel Data Analytics \Quadratic1826204 ms

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

21

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct31.8%
search55.3%
search organic52.6%
search paid2.7%
social6.4%
social organic2.9%
social paid3.5%
referrals4.6%
paid referrals0.0%
mail1.1%
gen ai0.8%
affiliate0.0%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

22

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors by name. Evidence gaps include lack of detailed pricing for the Enterprise plan, no explicit uptime or status page information, and no independent review ratings or detailed customer case studies. Open questions remain about the full scope of the self-hosting option and the specifics of data export beyond Excel.

23

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 15 collected pages from quadratichq.com, including the homepage, company page, pricing page, changelog, and template pages. The evidence catalog includes static and rendered page captures. External proof search was performed but no external reviews or ratings were collected. Limitations include potential marketing bias in the source material and lack of independent verification of claims.

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