Analyst Gym vs Analyst Builder
Analyst Builder, from Alex Freberg (Alex The Analyst on YouTube), teaches the analyst tool stack: SQL, Excel, Python, Tableau and Power BI in long video courses, plus a bank of SQL and Python practice questions with a video solution for each one.
Analyst Gym doesn't teach tools. Its courses teach the judgment around the code, and a five-minute daily drill gives you regular practice with feedback. If you're learning SQL or getting ready for a technical screen, Analyst Builder is the stronger pick. If you want to get better at case questions and the decisions that come after the query runs, that's Analyst Gym.
By Drew Mooney, founder of Analyst Gym
At a glance
| Analyst Gym | Analyst Builder | |
|---|---|---|
| What it trains | Analyst GymEverything beyond the code: framing the request, picking the metric, checking AI's work, weighing the evidence and turning a finding into a decision. | Analyst BuilderTools: SQL, Excel, Python, Tableau, Power BI and the cloud, plus interview prep and job search help.[5][6] |
| How you learn | Analyst GymSelf-paced courses teach each idea with short videos and practice. A five-minute daily drill gives you a new situation to practice on: you make the call, then see the reasoning behind the strongest answer. | Analyst BuilderVideo courses, and technical practice questions you solve in its in-browser code editor, each with a video solution.[1][5] |
| Lesson length | Analyst GymAbout five minutes a drill. Course lessons take a few minutes each. | Analyst BuilderIts main SQL, Excel, Python and Tableau courses run about 9 to 12 hours each. Its roadmaps run 38 to 62 hours.[5][7] |
| Size | Analyst GymThree courses, about two and a half hours each, plus a new drill every day since August 2026 (every past one stays open). | Analyst Builder20+ courses, 200+ practice questions and 10+ projects.[5] |
| What's free | Analyst GymToday's drill, every past drill, your skill profile and the first four lessons of every course. | Analyst BuilderFree practice questions with video solutions, and the first lessons of each course. Much of Alex's teaching is also free on his YouTube channel.[1][10][14] |
| Price | Analyst GymThe drills are free. Pro is $19 a month or $149 a year. Launch offers can be lower, so the pricing page has today's prices. | Analyst Builder$34 a month, $249 a year (shown as $20.75 a month), or $449 for lifetime access. Single courses cost $14 to $44 and are yours to keep.[1][2][3] |
| Refunds | Analyst GymA full refund within 7 days of any payment, renewals and lifetime included, for any reason. Email support@analystgym.com. | Analyst BuilderWithin 7 days of the first purchase. You request a subscription refund by email.[4] |
| Certificates | Analyst GymA certificate when you finish a course, with a link to add it to LinkedIn. | Analyst BuilderA certificate for each course you finish, as a PDF, with one-click add to LinkedIn and a way for employers to verify it.[5] |
| AI in the product | Analyst GymAI feedback on the writing exercises in courses (Pro). | Analyst BuilderAlyx AI, a helper for when you're stuck, and an AI resume analyzer.[1][5] |
| Good fit for | Analyst GymData analysts and aspiring analysts who want to stand out for their judgment: in case interviews, with stakeholders, and in deciding which number to trust. | Analyst BuilderLearning the analyst tools from scratch, practicing for SQL and Python interviews, and the job search itself.[5][11] |
Which one should you pick?
Pick Analyst Builder if
- You're learning SQL, Excel or Python. If you're working toward your first analyst role, start there.[6]
- You have a technical SQL or Python screen coming up and want practice questions with worked solutions.[8]
- You want help with the job search too: a resume analyzer, portfolio projects and a course on landing a data job.[11][12][13]
- You'd rather buy one course and keep it than subscribe.[3]
Pick Analyst Gym if
- You can already write the query and want to get better at what you do with the result.
- You want courses on the skills beyond the code: reading the real request, choosing a metric you can stand behind, checking AI's work.
- Your interviews include case questions like "A metric dropped. What do you check first?"
- You want a new situation to reason through every day, with feedback, in about five minutes.
Use both if
You're building tool skills on Analyst Builder or Alex's YouTube videos and want daily practice on the judgment side. The drill is free, so adding it costs you five minutes a day.
Courses on everything beyond the code
Plenty of places teach the tools. Analyst Gym is built for everything beyond the code: the judgment that separates a decent analyst from a great one.
The courses teach the concepts, one idea at a time, on topics that rarely get a whole course anywhere else. The daily drill is where you keep practicing them, with feedback on every call.
We built it to be the best place to grow these skills: the ones that set you apart from other candidates and peers, and help you make more impact, find more valuable insights and grow your career faster.
Judgment in the AI Era
Decide what to hand to AI and what to keep, and catch output that looks right and isn’t.
Start the course
Metrics You Can Stand Behind
Pick the number that changes a decision, and define it so two people get the same answer.
Start the course
Reading the Real Request
Read past the words of a request to what the person needs, and know when to ask.
Start the course
What Analyst Builder does better
- Practice for technical interviews: SQL and Python questions from easy to very hard, each with a video solution.[1][8]
- Low cost for a lot of tool content: $249 a year, $449 lifetime, or single courses from $14.[1][2][3]
- A free on-ramp: Alex's YouTube channel, including a free data analyst bootcamp.[14][15]
- Job search help: a course on landing a data job, resume templates and an AI resume analyzer.[11][13]
- Portfolio projects you can show an employer.[12]
Where they differ
Short reps and long courses
A long course is the right shape for learning a tool, because each lesson builds on the one before. Judgment works the other way: each case stands on its own, and what improves you is seeing many different cases over time. That's why an Analyst Gym drill takes five minutes and a new one comes every day.
Where they overlap
Analyst Builder has some judgment practice too. Its Soft Skills for Data Professionals course (1 hour 29 minutes) covers communicating with non-technical stakeholders and asking the right questions. And it has about 70 "general" interview questions, many of them open-ended scenarios, including an A/B test someone wants to roll out after one day and two teams reporting different "active users" numbers. If you're already on Analyst Builder, those are worth doing.[9][10]
What Analyst Gym doesn't do
Analyst Gym doesn't:
- Teach SQL, Python, Excel or any other tool.
- Prepare you for a technical SQL or Python screen.
- Offer a big library. There are three courses today.
- Help with resumes, portfolios or the job search itself.
- Have a community or a place to talk with other learners.
- Have a long track record. Daily drills started in August 2026.
Sources
Facts checked October 29, 2026. Prices in USD, as shown on each site that day; sales come and go.
- Analyst Builder pricing
- Analyst Builder pricing: bundles and lifetime
- Analyst Builder pricing: single courses
- Analyst Builder terms of service (refunds)
- Analyst Builder home page
- Analyst Builder courses
- Analyst Builder roadmaps
- Analyst Builder practice questions
- Analyst Builder general questions
- Analyst Builder: Soft Skills for Data Professionals
- Analyst Builder: Landing a Data Job
- Analyst Builder projects
- Analyst Builder resources
- Alex The Analyst on YouTube
- Alex The Analyst: Data Analyst Bootcamp playlist
See something out of date? Email support@analystgym.com and we'll fix it.
Analyst Builder is a trademark of its owner. Analyst Gym isn't affiliated with or endorsed by Analyst Builder.