Best for
Best for teams that answer the same questions from a recurring Excel workbook and need to show where each number came from.
- Freelancers
- Small and mid-sized
- Enterprise
AI Data Analysis Comparison
Jolene.pro vs. Shortcut AI
At a glance
At a glance
Best for
Best for finance teams that build Excel models from filings and want an agent to do the modelling with each figure traced to its source.
Cataleo does not name a winner. Both statements come from the vendors themselves.
Full Comparison
| Criterion | Jolene.pro | Shortcut AI |
|---|---|---|
| Starting price | Free plan with 2,000 credits per month The website names no paid plans and no price per credit. | Free plan; Pro from 100 US dollars / month Pro is shown at 100 US dollars a month billed annually, with credits refreshing monthly; the pricing page does not give a price for monthly billing. Teams is 320 US dollars a month plus 100 US dollars per seat a month, also billed annually. |
| Free trial | Free plan with 2,000 credits every month, no payment required | Free plan with 20 credits per week |
| Output | Written answers with charts, pinned into drag-and-drop dashboards and shared as read-only snapshot links | Edited or newly built Excel workbooks with working formulas and charts, plus written analysis, Word and PowerPoint documents and PDFs |
| API | Not stated | Platform API for asynchronous spreadsheet jobs, included from the Pro plan |
| Hosting | Cloud, used in the browser | Excel add-in, web app, Windows desktop app and command-line tool; the vendor also offers on-premise deployment |
| Data sources and file types | Excel workbooks with multiple tabs and CSV files; it detects separate tables on the same sheet, even when they sit side by side | The open Excel workbook and any attached files, including filings, PDFs, CSVs and zip archives; the desktop app and CLI can open local files and folders synced from OneDrive, SharePoint, Google Drive, Dropbox and Box, and databases or internal APIs can be reached through MCP connectors. A Google Sheets add-on is also available |
| Charts, tables and summaries | A written answer and a chart for each question; charts can be pinned into a drag-and-drop dashboard layout | Builds and edits workbooks, including dashboards and charts, or answers read-only in Ask mode with summaries and review; other outputs such as documents, presentations and analysis are downloadable from the chat |
| Formulas and code | Not stated | Builds models with linked Excel formulas in the workbook itself; the workspace keeps the code behind a chart, and the desktop Excel mode on Windows can work with VBA and macros |
| Traceability to the source | Clicking a chart shows the tabs and ranges that were read, how many rows were used, the calculation steps and the rows behind each number. The steps are saved and rerun on the next version of the same workbook | On request, or through a skill that writes them, the agent adds a note to a cell naming the source file, the page and the figure; selecting the cell opens the cited document inside the app at that page with the figure highlighted |
| File size and row limits | Not stated | The workspace accepts attached files of any type up to 5 GB; row limits are not stated, and Platform API quotas are given in the live API reference |
| Data handling and privacy | Not stated | The privacy policy describes a "Help improve Shortcut" setting, on by default for individual Pro accounts and Teams members, under which conversations may be retained and used to train models, and states that Enterprise data is never used for model training. The vendor lists SOC 2 Type II, zero-data-retention agreements with model providers, bring-your-own-key encryption, a private LLM gateway and customer-owned storage |
| Export and sharing | Read-only snapshot links that viewers open without logging in; a link stays frozen at the moment it was shared, even if the file changes later. The uploaded workbook stays downloadable | Edits land in the workbook itself, and generated workbooks, documents and decks can be downloaded; projects with shared files can be shared with people or a whole team to view, edit or manage |
| Integrations and API | Not stated | Platform API at api.shortcut.ai: submit a prompt with a workbook and supporting files, get a run ID, poll or receive a signed webhook, and download the resulting .xlsx; MCP connectors in the desktop app, CLI, add-in and web app, and a plugin for Claude Code and Codex |
| Deployment | Browser-based | more entries Cloud (SaaS), Browser-based, On-premise |
| Support | Not stated | Email helpdesk, Community forum |
| Onboarding | Not stated | Documentation and knowledge base, Guided onboarding |
| Company size | Freelancers, Small and mid-sized, Enterprise | Not stated |
| Integrations | Not stated | Microsoft Excel, Google Sheets, Claude Code, Codex |
Add a tool
Adds a column to the table, from the tools in this category.
Row where the values differ The small markers point at the lower number, the longer list or the stated feature. They describe the data, they are not a verdict.
The short version
Key Differences
- Starting price Jolene.pro Free plan with 2,000 credits per month Shortcut AI Free plan; Pro from 100 US dollars / month
- Free trial Jolene.pro Free plan with 2,000 credits every month, no payment required Shortcut AI Free plan with 20 credits per week
- Deployment Jolene.pro Browser-based Shortcut AI Cloud (SaaS), Browser-based, On-premise
- Hosting Jolene.pro Cloud, used in the browser Shortcut AI Excel add-in, web app, Windows desktop app and command-line tool; the vendor also offers on-premise deployment
- Output Jolene.pro Written answers with charts, pinned into drag-and-drop dashboards and shared as read-only snapshot links Shortcut AI Edited or newly built Excel workbooks with working formulas and charts, plus written analysis, Word and PowerPoint documents and PDFs
Every line is one datapoint from the table above, picked automatically. Nothing here is written text.
The trade-offs
Strengths and Limitations
Jolene.pro
Strengths
- Each chart links back to the tabs, ranges, row count and calculation steps it came from
- Detects multiple tables on one sheet and works across multi-tab workbooks
- Saves the analysis steps and reruns them on next month's version of the file
- Free plan with 2,000 credits a month and no payment required
- Shared dashboards open as read-only links without a viewer account
Limitations
- No paid plan or price per credit is published
- Only Excel and CSV uploads are described; the website names no database or live data connectors
- The website links no privacy policy or terms of service
- Shared links are snapshots and do not follow later changes to the file
Shortcut AI
Strengths
- Free plan with 20 credits a week across web, desktop, Excel and Google Sheets
- Cell notes link a figure to the source file and page it came from
- Works inside Excel as an add-in and also without Excel in the browser
- Platform API for unattended spreadsheet jobs from the Pro plan
Limitations
- Every request spends credits, typically 2 to 15 per message by the vendor's figure
- Pro and Teams prices are shown only for annual billing
- Model training on conversations is on by default for Pro and Teams accounts
- The deepest Excel features, including VBA, need the desktop app on Windows
Plans
Pricing
Jolene.pro
- Free Free 2,000 credits every month, no payment required. No paid plan is listed.
Shortcut AI
- Free 0 US dollars / month 20 free credits per week; access on web, desktop app, Excel plugin and Google Sheets plugin.
- Pro 100 US dollars / month Billed annually, credits refresh monthly. 1,000 monthly credits, unlimited file creation and edits, Platform API access.
- Teams 320 US dollars / month Plus 100 US dollars per seat per month, billed annually. 1,000 pooled monthly team credits, shared workspace and resources, usage analytics and central billing.
- Enterprise Not stated Custom pricing. Adds SSO and custom permissions, bring-your-own-key and a private gateway, dedicated support, custom contracts and SLAs, and optional unlimited seats or credits.
What users say
Review Scores · opens after launch
Jolene.pro
- Ease of use
- Not rated yet
- User interface
- Not rated yet
- Onboarding
- Not rated yet
- Support and service
- Not rated yet
- Value for money
- Not rated yet
- Features
- Not rated yet
No reviews yet. Nothing has been published here yet, and no score is shown. How a review is checked before it appears is described below.
Shortcut AI
- Ease of use
- Not rated yet
- User interface
- Not rated yet
- Onboarding
- Not rated yet
- Support and service
- Not rated yet
- Value for money
- Not rated yet
- Features
- Not rated yet
No reviews yet. Nothing has been published here yet, and no score is shown. How a review is checked before it appears is described below.
How we check reviews
Before sending, the author has to confirm three things: that they have used the product themselves, that they work neither for the vendor nor for a competitor, and that nobody is paying them for the review. We also ask whether the vendor invited them to write it. That answer is required, either answer is accepted, and it stays with the review.
Every review is read by a person before it appears. An email address is required and is confirmed: we send a link to it, and a review does not reach us until the author opens that link, so a review has a sender who was reachable at least once rather than being anonymous. Where what somebody writes needs backing, we ask them for evidence that they used the product, and a review that does not get it is not published. We publish positive and negative reviews alike, we pay nothing and offer nothing for a review, and we accept none that was bought or incentivised.
What we cannot do is verify a purchase. There is no shop here and no account, so whether the author really used the tool rests on their own declaration, on whatever we ask them for, and on the plausibility of what they write. We say so rather than implying a check that does not exist.
A vendor cannot buy a review, and cannot have one removed or changed because they dislike it. We remove or edit a review only if it breaks our rules or the law, for example a false statement of fact. Paid placement has no effect on which reviews appear or on any score.
Where this comes from
Where this comes from
Jolene.pro https://jolene.pro · checked against the official source on 2026-11-05
Shortcut AI https://www.shortcut.ai/ · checked against the official source on 2026-11-06
This table lists factual criteria taken from information the vendors publish themselves. For how we put it together, see the methodology.