Querri vs Julius
Julius is a fast personal analyst. Querri is where the whole team's answers live.
Same plain-language questions. A different job.
Julius is quick and friendly: drop in a file, ask, and get a chart, a report or a slide for $20 a month. When a team needs the same number every week, the work is shared meaning, business systems and reports that come back on their own. Querri is the question-first data platform. It starts from the questions your business asks and builds what's needed to answer them, for everyone, on one predictable bill.
Time, cost and control
Answers the whole team can reuse, on a bill you can plan
Julius makes one person faster. Querri gives a team one understanding of the business that every answer, dashboard and AI assistant works from. Here's what that difference means.
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Answers that build on each other
In Julius, files expire after a quiet week and repeat work lives in prompts. In Querri, definitions, questions and views stay in the Library, so the next answer starts from the last one.
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A bill you can plan, with no surprises
Julius credits expire every billing cycle and can't be topped up, so running out means a bigger plan. Querri is one predictable bill: a monthly credit allowance tied to the work your team does, alerts before you reach it, and no automatic overage charges.
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Nobody has to hold it together
Without shared definitions, someone re-explains revenue in every chat and re-runs every report. Querri cleans the data, keeps the definitions and delivers the reports on schedule.
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Secure, auditable, nothing to rip out
SOC 2 Type II, HIPAA and ISO 27001:2022, and your data never trains a model. Every number shows its query, and Querri reads the same databases and Google Sheets you already use.
Where each one fits
Pick by who needs the answer and how often
We'd rather you pick the right tool than pick us for the wrong reason. Here's where each one fits.
Choose Julius when
- One person needs a quick answer from a spreadsheet, CSV or PDF today, for $20 a month or less.
- You want statistical analysis without writing code, and to see the code it ran.
- The work is ad hoc: a question, a chart, done, with nothing to keep or share.
- You also want slides, a website, images or video from the same chat.
- Your data sits in a database Julius connects to, and an analyst will check the answers.
Choose Querri when
- Several people need the same number, defined once, every week.
- Your data lives in business systems like HubSpot, Salesforce, QuickBooks, NetSuite or Stripe.
- You want the data cleaned and checked before every answer, not when someone remembers to ask.
- Dashboards should reach unlimited viewers, each seeing only what they're allowed to.
- You want Querri to watch the data overnight and answer inside Claude and ChatGPT too.
Feature by feature
The detailed comparison
Every row says where each one is stronger. Where Julius wins, we say so. Facts are current as of October 2026 and linked in the sources.
Julius prices are US list from julius.ai/pricing and Julius's documentation as of October 15, 2026. The pricing page shows Free, Plus, Pro, Business and Enterprise, while Julius's credits page also lists Max ($200), Ultra ($500) and Growth plans up to $5,000. The pricing page lists database connectors on the Business card but from Plus in its comparison table.
Pricing
Low prices, credits that reset, and a tier to climb when they run out
Julius is one of the least expensive ways to put an AI analyst in front of a spreadsheet, and for one person that's a real advantage. The thing to plan for is the credit meter: every action uses credits, the cost depends on the model and the task, and what's left disappears at the end of the month.
How Julius is billed
- Plus is $20 a month ($16 annual) for 2,000 credits; Pro $45 ($37) for 5,000; Business $450 ($375) for 60,000 credits and up to 50 members. Free runs on daily credits.
- Every action costs credits, and Julius says there's no single answer to what a message costs: it depends on the action, the model and the complexity.
- Model choice is "one of the biggest drivers" of credit use. Frontier models burn credits far faster than lighter ones.
- Unused credits expire at the end of each billing cycle, and credits are non-refundable.
- Buying more credits is not supported. If you run out, the path is a bigger plan.
- Shared workspaces start at Business; SSO and audit logs are on Enterprise, by quote.
When Julius's credit plans are the better deal
If one analyst needs quick answers from files and databases, picks a lighter model for simple questions, and doesn't need definitions shared across a team, $16 to $45 a month is hard to beat, and Querri's plans cost more. If that's you, the guides below help the credits go further.
What people run into
Choosing Julius? Make the credits and answers go further.
If Julius is the right call for you, these are Julius's own guides to keeping usage predictable and answers grounded.
- Understand credits What drives credit use, and why a lighter model stretches your plan. Julius docs
- Customize each connector Write your tables, joins and business rules into the connection's instructions. Julius docs
- Review what it learned View, edit, freeze or delete what the learning sub agent recorded. Julius docs
- Clean step by step Ask for each cleaning step separately, so you can see every change. Julius docs
- Keep the files you need Know the retention window, and download what you want to keep. Julius docs
- Life after Custom Agents Use custom instructions or a skill file for repeat work. Julius docs
How Querri keeps the bill predictable
- One bill, no surprises. One plan for the whole organization, with the AI, storage and unlimited dashboard viewers included. See plans and pricing.
- One simple credit. A credit is a unit of business work, like answering a question or syncing a source, so usage is easy to understand and easy to plan for.
- Unlimited dashboard viewers on every plan. Viewing, uploads, exports and the Library never cost credits.
- Usage alerts at 80% of the plan, when it's over and on a spike, plus a monthly limit for any person.
- No automatic overage charges. We tell you as you approach your limit, and you decide what happens next.
- Storage is in the plan. Connected sources keep syncing on your schedule, and the Library keeps what your team taught it.
Total cost
What it takes to get the first team answer
For one person, Julius is the cheaper path, and the table would end at the first row. For a team that needs the same numbers every week, here's what the Julius path takes, next to Querri.
Julius figures are our arithmetic from Julius's published list prices, not a quote. The time lines are what the work takes, not a dollar figure; if one analyst is all you need, Julius Plus or Pro is the cheaper choice.
Built in, not assembled
Everything between your data and the answer, in one product
With a personal AI analyst, these are things a person does by hand: exporting, cleaning, re-explaining, re-running. In Querri they're one chain: new data rebuilds the views on it, KPIs recompute and every dashboard refresh replays its saved query, so any number traces back to its source.
125+ connectors
CRM, accounting, ERP, payments, ads and databases, plus spreadsheets and files.
Automatic data cleaning
More than 180 checks on every table, and the Janitor to fix what they find.
The Library
A business-first semantic layer: definitions, KPIs and rules, taught by saying them.
Dashboards
Built by asking or from a screenshot, shared with unlimited viewers.
Nightly insights and Monitors
Querri works through your data overnight and shows what changed.
MCP for Claude and ChatGPT
Every assistant answers from the same definitions, under each person's access.
Reports and Excel
Scheduled projects, formatted workbooks and decks, delivered for you.
White label and embed
Bring the same understanding inside your own product, under your brand.
Using both
How Julius and Querri work together
Plenty of teams will run both, and that's a reasonable setup. An analyst keeps Julius for quick, one-off work on a file, and the team asks Querri for the numbers everyone shares. The two don't connect to each other; they meet at the same sources.
Keep in Julius
- Quick, one-off analysis of a file
- Statistical exploration for one analyst
- Slides, sites and images from a chat
- Personal research with web search
Do in Querri
- Definitions the whole team shares
- Business systems, synced on a schedule
- Dashboards for everyone, with unlimited viewers
- Nightly insights and scheduled reports
How they fit together
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Querri doesn't connect to Julius, and Julius doesn't connect to Querri. Both can read the same PostgreSQL, MySQL, SQL Server, Snowflake or BigQuery database, and the same Google Sheets.
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An analysis finished in Julius can come into Querri as a CSV or Excel file, to become a dashboard the team can open.
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Teach a definition once in Querri's Library, and Querri, Claude and ChatGPT all use it, under each person's access.
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Querri syncs a copy on the schedule you set, never writes back to your sources, and never uses your data to train any model.
FAQ
Questions people ask when comparing Querri and Julius
Is Julius AI free?
Yes, Julius has a free plan that runs on daily credits and lighter models. Files on Free are kept for 1 hour of inactivity, and database connectors and team features are on paid plans. Querri also has a free plan, with no credit card.
How much does Julius AI cost?
On Julius's pricing page: Plus is $20 a month ($16 billed annually) for 2,000 credits, Pro is $45 ($37) for 5,000, Business is $450 ($375) for 60,000 credits and up to 50 members, and Enterprise is by quote. Julius's credits documentation also lists Max, Ultra and Growth plans that the pricing page doesn't show, so confirm with Julius before you buy.
Do Julius credits roll over?
No. Julius's documentation says unused credits expire at the end of the billing cycle and don't carry over, and credits are non-refundable. Annual plans get the year's credits up front. In Querri, admins see usage alerts at 80% and over the plan, and can set a monthly limit for any person.
Can I buy more Julius credits?
Not at the moment. Julius's documentation says purchasing additional credits or topping up isn't supported, and suggests upgrading your plan if you need more. Querri never auto-charges for overages; it tells you as you approach your limit, and you decide what happens next.
What's the best Julius AI alternative for teams?
It depends on what the team needs to share. If several people need the same definitions, numbers from business systems like HubSpot or QuickBooks, and dashboards with access control, Querri is built for that. If each person mostly analyzes their own files, Julius Business or ChatGPT may be all you need.
Is Julius AI good for small business?
For an owner or analyst who wants quick answers from spreadsheets and exports, yes: it's fast, friendly and inexpensive. It gets harder when the numbers live in CRM, accounting and payments systems that Julius doesn't connect to, or when several people need the same report every week. That's the work Querri takes on.
Is Julius AI accurate?
On simple questions over clean files, it usually does well, and it shows the code it ran. Some reviewers describe errors that needed manual checking, and Julius's own engineers write that models tend to invent table and column names, which its learning agent works to reduce. Querri checks the data before it queries, works each answer out two independent ways and shows the query behind every number.
Does Julius AI still have notebooks?
Julius no longer lists Notebooks in its documentation or pricing, and it has sunset Custom Agents, pointing people to custom instructions and skill files instead. Repeat work now lives in chats, skill files and scheduled runs. In Querri, a saved project replays the same steps on new data, on a schedule.
Does Julius keep my files and analyses?
Julius's documentation says files stay available for up to 7 days of inactivity on paid plans and 1 hour on Free, with permanent file storage on Enterprise. What its learning sub agent records about a connected database persists. Querri keeps synced sources, definitions and views in your Library.
Is Julius AI secure?
Julius lists SOC 2 Type II and TX-RAMP, encryption in transit and at rest, and says it never uses your data to train AI. SSO and audit logs are on Enterprise. Querri is SOC 2 Type II, HIPAA and ISO 27001:2022 certified, with row-level access policies on Scale, and never trains a model on your data.
What data sources does Julius connect to?
Julius connects to PostgreSQL, MySQL, SQL Server, Snowflake, BigQuery, Supabase, Google Ads and Meta Ads, plus Google Drive, OneDrive, SharePoint and Google Sheets shared by link. Querri has 125+ connectors, including those databases and Google Sheets, plus HubSpot, Salesforce, QuickBooks, NetSuite, Stripe and Shopify.
Julius or Querri for dashboards?
Both build dashboards by asking. Julius's interactive dashboards publish as public links, with shared workspaces on Business. Querri dashboards have unlimited viewers on every plan, refresh on a schedule, can be rebuilt from a screenshot of one you use today, and respect each viewer's access.
Can I use Querri inside Claude or ChatGPT?
Yes. Querri's MCP connection works on every plan, including Free, so Claude and ChatGPT answer from your Library's definitions, and dashboards and charts render inside the chat under each person's access.
Can I try Querri on my own data first?
Yes. You can start on the free plan with no credit card, connect a source and ask. See plans for what each includes. Or bring your hardest question to a 20-minute walkthrough.
Sources
Where these facts come from
Checked October 15, 2026. Julius updates pricing and products often, and Trustpilot reviews are a small sample that shows themes, not rates. If something here is out of date, tell us and we'll fix it.
- Julius pricing (plans, credits, plan features) Julius, checked Oct 15, 2026
- Understanding credits (credit use, expiry, no top-ups, plan list) Julius docs
- Moving from message-based to usage-based billing Julius, Feb 2026
- Data connectors overview (live queries, supported databases) Julius docs
- Julius connectors Julius
- Customizing connectors Julius docs
- Viewing learned information (learning sub agent) Julius docs
- Team network effects (learning sub agent) Julius docs
- Files (file types, Google Sheets, retention) Julius docs
- Data cleaning basics Julius docs
- Interactive artifacts (dashboards, publishing) Julius docs
- Reports Julius docs
- User roles and permissions Julius docs
- Custom Agents sunset Julius docs
- Julius documentation index Julius docs
- FAQs (statistical analysis, data size, refunds) Julius docs
- Security (SOC 2 Type II, TX-RAMP, training) Julius
- Introducing Julius Slack Agent Julius, Oct 2025
- Julius reviews Trustpilot (21 reviews), 2026
- Querri pricing Querri
- Predictable credit use Querri docs
See your team's numbers answer before you pick a personal analyst
Connect a system or drop in a spreadsheet, ask the question that matters most, and see the query behind the answer. If Julius is the better fit, we'll tell you.