List · October 2026
The best AI tools for financial modeling in 2026 are Excel agents, general models with spreadsheet add-ins, and data layers that fill historicals you can click back to a filing. A chat that dumps a table into email is not a three-statement model. Pick the job in the grid first. Related finance agents live on i10X AI for finance. Start a workspace on i10X when you need a second model to check the narrative around the sheet.
In Excel: Shortcut if you want an agent that builds linked statements. Claude’s Excel add-in if the job is analysis and citations. Microsoft 365 Copilot if the firm already paid for Agent Mode.
Historicals: Daloopa Scout if the desk is public equity. Endex if you want an Excel agent with finance data connectors.
Cheap start: Formula Bot or Claude Pro on a copy of the file, never on the only live model.
Not investment, accounting, or tax advice. Every formula needs a human who can explain it. Data checked 2026-10-02.
Excel first | Wall Street Prep’s 2026 test built a three-statement model in the grid, not in a chat window |
WSP scores | Shortcut 5.9, Claude 5.5, Copilot 4.4, ChatGPT 2.5 on their rubric |
Audit trail | If you cannot click to the source, you cannot take it to IC |
10 tools | Agents, add-ins, data, and a workspace for the memo |
How to choose an AI tool for financial modeling
The deliverable is a reviewable workbook. Pick the layer that is actually broken.
Stay in the grid
If the IC wants Excel, buy an Excel agent or add-in, not a chat export.
Separate data from logic
Daloopa for filing-linked historicals. Shortcut or Claude for links. i10X for the memo.
Copy, then review
Never point an agent at the only live file. Someone who did not prompt it must explain a line.
Who should pick what
IB / PE analyst
Shortcut or Claude in Excel, plus Daloopa if coverage exists
Linked statements and filing-backed historicals.
FP&A / operator
Copilot in Excel, or Claude on a copy
You already live in Microsoft 365. Do not buy a hedge-fund data terminal.
CRE underwriting
A CRE-specific mapper, not a generic DCF agent
Rent rolls and OMs are a different object than a 10-K.
Student / first model
Claude or ChatGPT on a practice file
Learn the links. Do not submit an unreviewed agent sheet.
The 10 best AI tools for financial modeling at a glance
Tool | Pick this for | Free | Paid starting (verify live) |
|---|---|---|---|
Excel agent that builds linked models | Check vendor | Recaps: about $40/mo Pro to $500/seat Teams | |
Workbook analysis + citations | Chat free; add-in on paid | Pro $17/mo annual, $20 monthly | |
Agent Mode in Excel you already own | Limited consumer Copilot | Copilot Business $18/user/mo annual | |
Draft logic and Excel extension | Limited | Plus commonly $20/mo | |
Excel agent with finance connectors | Waitlist / sales | Not a public self-serve grid | |
Filing-linked historicals in Excel | Limited data sheets | Scout in Core and Premium, quoted | |
Chat analyst for sheets | Freemium | Verify formulabot.com | |
Driver-based models outside Excel | Check vendor | Verify causal.app/pricing | |
Spreadsheet with AI in the grid | Yes (limits) | Verify rows.com/pricing | |
Memo, scenarios, second-model check | Start on i10x.ai | Verify live |
The 10 best AI tools for financial modeling, with pros, cons, and pricing
Jump to the Excel agent, the data layer, or the memo workspace.
Shortcut: best Excel model builder in public tests
Shortcut (Fundamental Research Labs) is an Excel add-in and web app that builds and edits linked models from a prompt. Wall Street Prep’s June 2026 writeup ranked Shortcut first on a three-statement Apple model versus Claude, Microsoft Copilot, and ChatGPT, with Shortcut at 5.9/10 on their rubric (Claude 5.5, Copilot 4.4, ChatGPT 2.5). That is their test, not an i10X lab. 2026 CRE comparison posts list Shortcut Pro around $40/month and Teams around $500/seat/month. Confirm on the vendor site.
Pros
- Designed to leave formulas in Excel, which is the job.
- Independent teaching-shop test exists, with a published ranking.
- Self-serve prices appear in 2026 roundups, unlike several waitlist agents.
Cons
- 5.9/10 on an IB rubric is “best of the four they ran,” not “ready to send to a client without review.”
- Not CRE-native (rent rolls, OMs). Horizontal finance, not property underwriting.
- Teams pricing, if the $500/seat figure holds, is a desk-level decision.
Pick this if you need linked statements in Excel and want the tool that led Wall Street Prep’s 2026 bake-off.
Skip if you needed a filing database. Look at Daloopa.
Claude: best general model in the workbook
Claude Pro is $17/month annual, $20 monthly, on claude.com/pricing. Anthropic also ships Claude for Financial Services: Excel add-in, connectors to sources such as LSEG and Moody’s, and agent skills for DCF-style work. i10X lists that product in the finance category. WSP put Claude second in their 2026 Excel bake-off.
Pros
- Strong at explaining a messy workbook and drafting the memo beside it.
- Cell citations in the finance offering are the difference between a toy and a reviewable file.
- Team default: no training on your content.
Cons
- Consumer Pro is not automatically “Claude for Financial Services.” Demo the add-in you will actually use.
- Connectors and skills sit on the FS package, not on a $20 chat seat.
- Will still break a circular reference if you do not watch the sheet.
Pick this if the job is analysis and citations in a workbook you already trust.
Skip if you only needed a SUMIFS written once. Formula Bot or Copilot may be enough.
Microsoft 365 Copilot: best if Excel is already the standard
Copilot Agent Mode in Excel is the “do not install another add-in” path. Copilot Business add-on $18/user/month billed annually on a qualifying Microsoft 365 plan (vendor-page check 2026-09-24). WSP ranked Copilot third in their 2026 three-statement test.
Pros
- IT already understands Microsoft. Procurement is one add-on, not a new vendor.
- Works in the file the team will actually circulate.
- Good enough for FP&A variance and cleanup if a controller still reviews.
Cons
- WSP’s test did not put it first on a full three-statement build.
- You pay Microsoft 365 plus Copilot. The $18 is not the whole stack.
- Tenant permissions decide whether it can see the budget file. Mis-scopes happen.
Pick this if the firm already paid for Microsoft 365 and you want Agent Mode in Excel.
Skip if the team is Google Sheets. Look at Rows or Gemini in Sheets.
ChatGPT: best cheap logic draft
ChatGPT Plus (commonly $20/month) can sketch a three-statement structure and, on Plus, use Excel extensions. WSP ranked ChatGPT last of four (2.5/10) when the task was a real linked model in Excel. Use it to reason about drivers, not to own the live file.
Pros
- Good tutor for “walk me through the working capital links.”
- Cheap. Always available.
- File analysis on a copy is fine for a first look at a CSV of actuals.
Cons
- Public bake-off performance on a full model was the weakest of the set WSP ran.
- Hard-coded outputs show up if you do not demand formulas.
- Consumer data-use defaults. Do not upload an unreleased model on Free.
Pick this if you need a tutor for driver logic on a practice file, not a live client workbook.
Skip if the deliverable is a client workbook this week. Use Shortcut or Claude in Excel.
Endex: best Excel agent with audit-oriented connectors
Endex is an Excel-native agent (OpenAI Startup Fund-backed) aimed at IB, PE, and research workbooks: DCF-style tasks, error checks, PDF-to-table, cell citations. i10X lists it under finance. Pricing is waitlist or sales, not a public grid. A 2026 CRE comparison described Endex as waitlist-priced versus Shortcut’s published range.
Pros
- Citations and finance data connectors are the point, not a chatbot beside Excel.
- SOC 2 / GDPR show up in the public product story, which helps a security review.
- Fits desks that will not leave Excel.
Cons
- You cannot put a number in the budget without talking to them.
- Not built as a CRE OM parser (that is a different category of tools).
- No independent WSP-style score in the 2026 piece we cite. They did not test it.
Pick this if you want an Excel agent with finance connectors and you will take a sales call.
Skip if you needed something you can buy at lunch. Shortcut or Claude Pro.
Daloopa Scout: best filing-linked historicals
Daloopa structures public-company fundamentals with links back to the filing. Scout, generally available as of 2026-09-09, is the Excel AI assistant that builds and updates models on that data layer. Scout is included in Daloopa Core and Premium. Free is a handful of data-sheet downloads (commonly three) without the add-in. Core and Premium are quoted. daloopa.com.
Pros
- The number has a source page. That is the public-equity job.
- Earnings updates are the painful part of the week. This is aimed there.
- MCP and API exist on paid tiers for teams wiring other agents.
Cons
- Coverage is public companies in their universe, not your private SaaS cohort.
- No public seat price for Core.
- Scout is not a substitute for accounting judgment on adjustments.
Pick this if the desk is public equity and you need filing-linked historicals in Excel.
Skip if you model private companies from management packs. You still need a parser and a human.
Formula Bot: best chat analyst for everyday sheets
Formula Bot is a chat data analyst for Excel and Google Sheets: formulas, charts, cleanup. i10X lists it in research and data. Pricing is freemium. Confirm formulabot.com.
Pros
- Right altitude for FP&A cleanup and “write the INDEX/MATCH,” not a full LBO.
- Sheets support matters if the company is not Microsoft-only.
- Lower intimidation than a $500/seat Excel agent.
Cons
- Not a three-statement construction tool in the Shortcut sense.
- Privacy still depends on what you upload. Read the vendor policy.
- Plan names move. Verify live.
Pick this if you need formulas, cleanup, and charts, not a linked IB model.
Skip if the output must be a linked IB model with a cover tab and a football field.
Causal: best driver-based model that is not a 40-tab workbook
Causal is a modeling tool for driver-based forecasts, scenarios, and visuals, used by operators and some finance teams who are tired of Excel spaghetti. Confirm current plans on causal.app/pricing. Treat it as a different artifact than a banker-style three-statement file.
Pros
- Scenarios and charts are first-class, which Excel only becomes after an hour of formatting.
- Good for SaaS planning conversations with non-modelers in the room.
- Versioning a forecast is less painful than “Budget_v27_FINAL_really.xlsx.”
Cons
- If the IC wants a familiar Excel LBO, Causal is the wrong deliverable.
- Migration cost from a legacy workbook is real.
- AI features depend on the current plan. Check the live page, do not trust a 2024 screenshot.
Pick this if you want driver-based scenarios the room can follow, and Excel is not mandated.
Skip if your output template is mandated Excel from the fund or the bank.
Rows: best AI spreadsheet if you can leave desktop Excel
Rows is a browser spreadsheet with AI in the grid, integrations, and sharing that feels like a doc. Free exists with limits. Paid plans are on rows.com/pricing. Verify live. Useful for live data pulls and lightweight models, not for a 20-tab operating model with macros.
Pros
- Sharing a URL beats mailing a 40MB xlsx.
- AI in-cell is handy for cleanup and lookups.
- Integrations reduce copy-paste from Stripe or ads exports.
Cons
- Power users with xlookup across 30 sheets will fight the product.
- Not the file format your auditors asked for.
- Offline Excel habits die hard. Adoption is the risk, not the model theory.
Pick this if you can work in a browser grid and want AI plus live integrations.
Skip if everyone else in the process still opens Excel desktop.
i10X: best workspace for the memo around the model
i10X will not replace Shortcut in the grid. It will draft the IC narrative, the sensitivity table explanation, and a second-model critique of assumptions you paste from the sheet. Start at i10x.ai (click chat to sign up). Category: AI for finance.
Pros
- Good at “what breaks if churn is 200 bps worse” in prose, next to a model you already have.
- Multi-model check on the same assumption list.
- No waitlist to write the memo tonight.
Cons
- It is not an Excel agent. Formulas stay in Excel.
- No Daloopa-style filing graph unless you bring the numbers.
- A fluent memo can hide a broken model. Keep the auditor in the sheet.
Pick this if you need a second model to attack the narrative around a sheet you already own.
Skip if you needed historicals extracted from 20-F footnotes. Daloopa or a human.
Frequently asked questions
What is the best AI tool for financial modeling?
Shortcut led Wall Street Prep’s 2026 Excel bake-off. Claude was close. Copilot is the default if Microsoft already paid. Daloopa Scout if historicals are the pain. i10X for the memo.
Can ChatGPT build a three-statement model?
It can sketch one. In WSP’s 2026 test it scored last of four on a real linked build. Use it as a tutor, then implement in Excel with review.
Is Microsoft Copilot enough?
For FP&A inside a Microsoft shop, often. For a banker-style integrated model, WSP’s ranking put Shortcut and Claude ahead.
How much do these tools cost?
General models about $18-20 per user per month. Excel agents from about $40/month in public recaps to quoted enterprise. Data platforms (Daloopa, Endex) are usually quotes.
Is this financial advice?
No. Software map only. You own the numbers that go to a client, a lender, or an IC memo.
Check the story around the sheet before it leaves your desk
Paste the assumption list and the variance. Get a critique from a second model, then keep the formulas in Excel. Click chat on the homepage to sign up.
AI for finance on i10X · AI tools for product managers · AI tools for insurance agents · AI document extraction
- Wall Street Prep, “Ranking the Best AI Tools for Financial Modeling (2026),” updated 2026-06-29, four-tool Excel three-statement test (Shortcut 5.9, Claude 5.5, Copilot 4.4, ChatGPT 2.5 on their rubric).
- Anthropic Claude pricing, claude.com/pricing, 2026-10-02.
- Daloopa Scout general availability, daloopa.com blog and PR Newswire, 2026-09-09. Scout included in Core and Premium.
- Shortcut price ranges: 2026 third-party recaps (including RealQuant comparison). Confirm vendor. Endex: waitlist/sales; listed on i10X finance category.
- Microsoft 365 Copilot Business $18/user/mo annual: vendor-page check 2026-09-24. Confirm live.
