What is a financial comparison table?

A financial comparison table is a structured matrix that organizes key financial data (income statement, balance sheet, cash flow, and derived ratios) from multiple companies side-by-side, enabling analysts to quickly assess relative performance, strengths, and weaknesses.

How does AI build a financial comparison table?

AI parses uploaded financial documents (10-Ks, annual reports, earnings releases), identifies financial line items using natural language understanding, and maps them to a common schema. It then populates the table with extracted figures and calculates derived ratios for side-by-side viewing.

What types of financial documents can I upload?

You can upload SEC filings (10-K, 10-Q), annual reports in PDF or Word format, earnings call transcripts, investor presentations, and even Excel spreadsheets containing financial summaries.

Does the AI handle different fiscal year ends?

Yes. The AI identifies fiscal year-end dates and can align periods for comparison (e.g., comparing fiscal year 2024 of one company with fiscal year 2024 of another). You can also choose to compare trailing twelve months (TTM) data when available.

How do I verify the accuracy of extracted financial data?

Every extracted number is linked to its source. You can click any cell to see the exact sentence or table cell in the original document where the value appears, giving you full transparency and auditability.

Can I compare companies that use different accounting standards (GAAP vs IFRS)?

The AI extracts the reported numbers as presented. It will note the accounting basis if mentioned, but the primary comparison is on reported figures. You can adjust or add notes to interpret differences in standards within the final table.

Create Side-by-Side Financial Comparisons with AI

Upload annual reports, 10-K filings, or earnings releases from multiple companies. AI extracts financial statements and key ratios, then organizes them into a clear, source-verified comparison matrix for faster investment decisions.

Multi-company aggregationFinancial metric auto-extractionSource-evidence linked

Compare companies' financial health without manual spreadsheets

Multi-Company Financial Aggregation

Upload financial reports from competing companies or peers. AI automatically extracts and aligns financial data—revenue, profit, debt, cash flow—into a single unified comparison structure.

Smart Financial Dimension Discovery

AI identifies the most relevant financial metrics for your analysis, whether it's YoY growth, EBITDA margins, current ratios, or R&D spend. No need to define rows manually.

Cell-Level Source Tracing

Every financial figure is linked to its original source in the uploaded documents. Click any cell to instantly highlight the exact page and line in the SEC filing or annual report, ensuring your analysis is audit-proof.

How to generate a financial comparison matrix with AI

1. Upload financial reports

Upload 10-Ks, annual reports, quarterly earnings, or press releases from the companies you want to compare. Gentables supports PDF, HTML, and Word formats.

2. Let AI identify comparison axes

AI scans all documents to find common financial data points—revenue, net income, EPS, cash from operations, total debt, and dozens of other line items.

3. Generate the financial comparison matrix

AI populates a structured table with companies as columns and financial metrics as rows, filling each cell with the extracted data from each document.

4. Verify with source evidence

Hover or click on any number to pull up the source evidence panel. Verify the AI's extraction against the original financial statement instantly.

5. Customize metrics on the fly

Add or remove metrics, change fiscal year alignment, or rename rows interactively without re-uploading your documents.

6. Export for investment memos or reports

Download the clean comparison table to Excel or CSV for integration into your financial models, pitch decks, or research reports.

Built for rigorous financial analysis

Multi-document comparison table creation

Handle multiple sources simultaneously. AI aligns disparate data points from different formats into one cohesive comparison table.

Traceable evidence for every difference

Disagree with a comparison? Click the cell to see the original text. This provides audit-grade transparency for competitive analysis.

Interactive source highlighting

Jump directly from a table cell to the exact location in the source document where the value was found.

Human-in-the-loop workflows

Create traceable tables with evidence trails suitable for investment research, reporting, compliance, and review processes.

AI Financial Comparison vs Manual Excel Models

Manual Excel Comparison

• Days of copy-pasting from PDFs
• Currency and unit alignment errors
• Lost source references
• Static snapshots, hard to refresh

Gentables AI Financial Comparison

✓ Generates matrix in minutes
✓ Auto-aligns financial line items
✓ Cell-level document traceability
✓ Interactive, editable, refreshable

Who uses AI financial comparison tables?

Investment Research & Equity Analysis

• Compare financials of peer companies

• Build comparable company analysis tables

• Support buy/sell/hold recommendations

M&A & Due Diligence

• Analyze target company financials vs peers

• Review historical financial performance

• Identify financial red flags or synergies

Corporate Finance & FP&A

• Benchmark internal performance vs competitors

• Build industry financial snapshots

• Support executive dashboards and board packs

Create Side-by-Side Financial Comparisons with AI