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Data as of Oct 18, 2026Based on 45 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Claude Code Action holds a narrow lead over ChatGPT Work for executing spreadsheet math via code. When buyers explicitly ask for finance calculations that run code without guessing numbers, ChatGPT is the usual answer.
Rank and Mentioned in · since Jul 7
| # | Brand | Recommended for | Mentioned in |
|---|---|---|---|
| 1 | executing deterministic calculations through coding environments without inventing figures | executing deterministic calculations through coding environments without inventing figures | 36% |
| 2 | handling financial modeling with dedicated calculation tools | handling financial modeling with dedicated calculation tools | 31% |
| 3 | running Python for computations within secure workspace environments | running Python for computations within secure workspace environments | 29% |
| 4 | official extensions providing computational support inside Excel and Google Sheets | official extensions providing computational support inside Excel and Google Sheets | 20% |
| 5 | integrating formula assistance and calculations directly into Excel workflows | integrating formula assistance and calculations directly into Excel workflows | 20% |
| 6 | building custom computational pipelines with coding tools for finance | building custom computational pipelines with coding tools for finance | 18% |
| 7 | general financial computation by generating and executing code | general financial computation by generating and executing code | 16% |
| 8 | complex multi-step financial modeling configured with coding tools | complex multi-step financial modeling configured with coding tools | 13% |
| 9 | connecting financial calculation engines with structured spreadsheet data | connecting financial calculation engines with structured spreadsheet data | 13% |
| 10 | programmatic financial calculations relying on structured data libraries | programmatic financial calculations relying on structured data libraries | 11% |
| 11 | 9% | ||
| 12 | 9% | ||
| 13 | 9% | ||
| 14 | 9% | ||
| 15 | 7% |
Weeks of Jul 27 – Sep 6, 2026
Widest split: Claude Code Action, 22% on ChatGPT Search and 50% on Google AI Mode.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| Claude Code Action | 22% | 50% | |
| Farseer | 61% | Outside Google AI Mode's top 25 | |
| ChatGPT Work | 17% | 41% | |
| OpenAI | 17% | 23% | |
| Microsoft 365 with Copilot | Outside ChatGPT Search's top 25 | 41% | |
| LangChain | Outside ChatGPT Search's top 25 | 36% | |
| ChatGPT | 9% | 23% | |
| Claude | Outside ChatGPT Search's top 25 | 27% | |
| LlamaIndex | Outside ChatGPT Search's top 25 | 27% | |
| Finance Toolkit | 22% | Outside Google AI Mode's top 25 |
34% of citations point at the ranked brands’ own sites. youtube.com, linkedin.com, github.com are the most-cited sites outside the ranked brands’ own domains.
I am looking for a finance AI that performs calculations via code and does not guess the numbers.
