The head-to-head
SQOR vs. Alteryx
Alteryx gives your analysts a workflow builder. SQOR gives your whole company the answers.
Alteryx is a workflow builder: per-seat licenses for the trained analysts who design every workflow, a server to share what they build, and a published price for the entry tier only. SQOR is one readable price for the answer itself: computed for you, reconciled to your books, with the cause, the forecast, and the move.
The verdict: Alteryx is the old category's workshop: a deep, genuinely capable workflow builder, licensed per seat to the trained analysts who use it. Read the model plainly: every answer your company gets still rides on a workflow a specialist designed, scheduled, and interpreted, and the licensing follows the specialists, not the answers. The only price Alteryx publishes is the $250-per-user-per-month Starter cloud tier, scoped to basic business analytics; the Professional and Enterprise editions organizations actually run arrive by sales call, third-party data reports the Designer builder seat around $5,195 a year list, and their own users report the server at $80,000 on top. SQOR.ai is the opposite shape: no builder seats, no workflows to design, one readable per-seat price with the warehouse included, and an engine that computes every answer from your data, reconciles it to your books, and tells you the cause, the forecast, and the move.
One honest carve-out: for complex, self-service data-preparation workflows owned by analysts, Alteryx is a real craft tool, and the analysts who love it love it for good reason. The question is whether your next dollar buys another builder seat or the answers the building was for.
The reported Alteryx Designer list price, per builder, per year. The answers still come from whoever holds the seat.
The median Alteryx contract in Vendr's live transaction data, before the analysts who build every workflow and the server their users report at $80,000.
The only price Alteryx publishes is the entry Starter tier. Professional and Enterprise are contact-sales.
The comparison
Alteryx automates the workflow. SQOR skips to the answer.
The real question is who does the work. On Alteryx, trained analysts design every workflow, the licenses follow the builders, and the answers still need a human to run and read them. With SQOR.ai, an autonomous engine runs machine learning across ALL of your data, every key performance indicator ("KPI"), every day, defining, computing, and explaining the metrics itself, extracting the causes, the predictions, and a military-grade course-of-action engine's recommendations, with the warehouse included. Your analysts stop feeding workflows and start commanding the engine.
| SQOR.aiAn autonomous engine | AlteryxWorkflows your analysts build | |
|---|---|---|
| Who does the analysis | The engine itself: every KPI generated, computed, and monitored autonomously | Your trained analysts: they design, schedule, and maintain every workflow |
| What gets analyzed | All of it: machine learning runs across every metric, daily | Whatever a workflow was built for; a new question needs a new workflow |
| What you get back | The number, the why, the forecast, and a scored course of action, in plain English | Workflow outputs: prepared data, reports, and models your team still interprets |
| Who vouches for the number | The math: every figure computed from source, reconciled to your books, as-of dated. The AI is blocked from inventing figures | The workflow's author; no answer-level reconciliation to your books |
| The price | One readable per-seat price, warehouse included | Per-seat builder licenses (a reported $5,195 list), a server bill on top, and a published price for the entry tier only |
| Time to live | Two weeks to answers on your own data; the entire day-one ask is read-only access | Analyst training and workflow building first; the craft is the commitment |
| What is retained | Read-only, and Zero Data Retention standard: no LLM retains your data, up to fully sovereign | Data flows through the workflows your team builds, on your deployment's terms |
The fully-loaded math
The license was never the price.
Alteryx publishes one price: the entry cloud tier. The rest arrives by sales call, so we walk the verifiable middle: Vendr's live transaction data puts the median contract at $49,353 a year, and every workflow still needs the analysts who build it. Here is a 25-person deployment walked line by line, every input labeled. Attack it, or bring your own quote and we will walk yours.
The Alteryx stack, fully loaded
25 users served the Alteryx way: builder seats for the analysts, and the analysts
| The platform: the median Alteryx contract in Vendr's live transaction data, July 2026, which covers the builder seats and sharing a typical median buyer gets REPORTED | $49,353/yr |
| The server their own users report: "if you want a server, you have to pay $80,000"; whether your median contract includes it is a sales-call answer STRUCTURAL | unpriced |
| The data team SQOR removes entirely: one data engineer ($130,000, low end of 2026 surveys) and one analyst ($95,000) who build and maintain what the tool needs ESTIMATE | $225,000/yr |
| Fully-loaded total | ≈ $274,353+/yr |
SQOR.ai, fully loaded
25 seats, everything included
| 25 seats at $163.20 per seat per month, all-in, at typical usage of 15 questions a day (about 450 a month) | $48,960/yr |
| The warehouse: Google Cloud and BigQuery included | $0 |
| Required specialists: none. The engine computes, explains, forecasts, and recommends | $0 |
| Fully-loaded total | $48,960/yr |
on the recurring cost. And the cost gap is the smaller story, because even fully loaded, Alteryx surfaces a fraction of the signal in your data while SQOR reads all of it. You pay less and see more. A junior data engineer or analyst now commands $96,250 to $138,500 out of a strong program, which lands a first hire near $120,000 fully loaded with benefits and payroll taxes. SQOR runs 25 people, everything included, for $48,960, about $160 each a month: less than half the cost of that single hire. And Alteryx still forces the data team SQOR removes, so its stack runs about $274,353, more than five times the entire SQOR bill. Your numbers will differ; bring your quote and we will walk yours.
Then there is time.
SQOR.ai is live on your own data in two weeks. An Alteryx rollout trains the analysts first, then builds the workflows, then schedules and hardens them. Industry research on enterprise analytics and AI projects puts typical pilot-to-production timelines at a quarter to three quarters.
Delay has a price tag.
Money has a time value, and so do answers. Every month between signing and answering is a month of fully-loaded spend with zero decisions improved: on the stack above, one quarter of building burns roughly $69,000 before the first trusted answer arrives. The answer that shows up after the decision was worth nothing.
And the people? They stop rebuilding workflows and start commanding the engine. One person gets the output of a twenty-person data team; nobody spends their week babysitting a scheduler.
Bring us any comparable quote and we will beat it.
Applies to a written quote for a comparable offering: autonomous decision intelligence with the data warehouse included and no required specialist staffing. One quote per organization. SQOR.ai determines comparability in good faith and will explain its determination.
Gartner® Hype Cycle 2026, twice
Named in two 2026 Gartner Hype Cycles.
SQOR.ai was named in the Hype Cycle for Data Science and Machine Learning, under the category Gartner calls Vibe Analytics and rates Transformational, its highest benefit rating,1 and again in the Hype Cycle for Analytics and Business Intelligence.2 Vibe Analytics, in one line: the dashboard era ends and asking becomes the interface.
Their users said it first
Don't take our word for it. Take theirs.
Real user reports from public review platforms, Alteryx's own pricing page, and live transaction data. These are end-user opinions and third-party data, not Gartner research.
It's very expensive.
total is $5,000 per user per year for the desktop production license
if you want a server, you have to pay $80,000
The only price on Alteryx's own pricing page is the Starter cloud tier: $250 per user per month, for small teams performing basic business analytics. Professional and Enterprise say Contact Sales.
Vendr's live data puts the median Alteryx contract at $49,353 a year. The reported Designer list price is $5,195 per builder seat.
When the licenses follow the builders instead of the answers, headcount is the meter.
Meet Esa
Every team deserves a JARVIS.
“Tony Stark is a witty guy with a funny mustache, right up until his AI, JARVIS, turns him into Iron Man. That is what we watch happen at the companies where Esa is deployed, and what we intend for every one.”
Esa is the intelligence layer inside SQOR.ai. She answers in plain English, watches every metric nightly, and tells you what moved, what is coming, and what to do about it, giving the team you already have the reach of a twenty-person data function.
Ask. Understand. Act.
Why the math works
Built so the meter reads zero.
The warehouse is included
Google Cloud and BigQuery are part of the subscription. The single largest infrastructure line item in the old category is zero here.
Your Google commit works here
SQOR.ai is sold through Google Cloud Marketplace. If you carry a Google Cloud committed-spend agreement, up to 25% of your commit credits can be applied to SQOR.ai subscriptions.
No required specialists
No dashboards to build, no semantic model to hand-code, no analyst queue. The engine does the analysis; your team does the deciding.
The math is the authority
Machine learning computes every number from your data and reconciles it to your books. The AI explains the number and is blocked from inventing it.
Beside your books, never instead of them
SQOR is operational intelligence that sits beside your audited source of truth. It reads and reconciles; your system of record stays the system of record, and nothing here replaces your audited financials.
Zero Data Retention, standard
SQOR Shield ships with every deployment: no large language model ("LLM") retains your data, and nothing about your business ever trains one. Your prompts, payloads, and answers are processed in the moment and stored nowhere outside of SQOR. Ask any vendor on this page what their LLM keeps.
Google-grade security underneath
SQOR.ai is built entirely on Google Cloud, so your data is protected by the same infrastructure Google publishes its security protocols and certifications for: encryption at rest and in transit by default, and the compliance regime of one of the world's most audited clouds. Google's encryption-at-rest documentation →
Switching
Leaving the old category takes a question, not a quarter.
Already running Alteryx? Keep it running while you compare; this is not a rip-out. SQOR.ai connects read-only to the same source systems your workflows pull from, your data stays exactly where it is, and your metric definitions are captured during the proof of value ("POV") so the answers speak your company's language from day one. The logic your analysts encoded in workflows is not lost; it is the language the answers learn to speak.
01
Connect
Plug into the stack you already run, the same sources your workflows read. Read-only by design, no infrastructure, no migration, no builder seats.
02
Ask
Type your first question in plain English. No workflow to design, no scheduler to babysit, no license to assign first.
03
Act
Get the answer, reconciled to your books, with its source and as-of date. Take it to the board. Two weeks, counted from the day we get read-only access, which is the entire day-one ask, with a POV priced to be a no-brainer.
Questions buyers ask
SQOR.ai vs Alteryx, asked plainly.
Is SQOR.ai an Alteryx alternative?
What does Alteryx actually cost?
Do I need trained analysts to run SQOR.ai?
Does SQOR.ai replace our Alteryx workflows?
Does SQOR.ai require a cloud data warehouse?
Has SQOR.ai been recognized by Gartner?
Stop building the workflow. Start getting the answer.
Bring the question your team would normally build a workflow for. We'll answer it live, reconciled to your books, with no builder seat required.
Book a demo