AI Spreadsheet Math Assistants in AI answers

Data as of Oct 21, 2026Based on 45 AI responsesReviewed 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.

Most-mentioned brands

Rank and Mentioned in · since Jul 7

#	Brand	Recommended for	Mentioned in
1	Claude Code ActionAnthropic product line 36% executing deterministic calculations through coding environments without inventing figures	executing deterministic calculations through coding environments without inventing figures	36%
1	Farseer 31% handling financial modeling with dedicated calculation tools	handling financial modeling with dedicated calculation tools	31%
1	ChatGPT WorkOpenAI product line 29% running Python for computations within secure workspace environments	running Python for computations within secure workspace environments	29%
4	OpenAI 20% official extensions providing computational support inside Excel and Google Sheets	official extensions providing computational support inside Excel and Google Sheets	20%
4	Microsoft 365 with CopilotMicrosoft product line 20% integrating formula assistance and calculations directly into Excel workflows	integrating formula assistance and calculations directly into Excel workflows	20%
4	LangChain 18% building custom computational pipelines with coding tools for finance	building custom computational pipelines with coding tools for finance	18%
4	ChatGPT · chatgpt.comOwned by OpenAI 16% general financial computation by generating and executing code	general financial computation by generating and executing code	16%
4	Claude · claude.aiOwned by Anthropic 13% complex multi-step financial modeling configured with coding tools	complex multi-step financial modeling configured with coding tools	13%
4	LlamaIndex 13% connecting financial calculation engines with structured spreadsheet data	connecting financial calculation engines with structured spreadsheet data	13%
4	Finance Toolkit 11% programmatic financial calculations relying on structured data libraries	programmatic financial calculations relying on structured data libraries	11%
11	Kepler · getkepler.ai 9%		9%
11	Numeric 9%		9%
11	Financial Analyst AI 9%		9%
11	Quantcept 9%		9%
11	Wolfram\|Alpha 7%		7%
11	ChatGPT for ExcelOpenAI product line 7%		7%
11	Datarails 7%		7%
11	Microsoft ExcelMicrosoft product line 4%		4%
11	Kepler · heykepler.com 4%		4%
11	FinRobot 4%		4%
11	Zirya 4%		4%
11	Google SheetsAlphabet product line 4%		4%
11	Counsel 4%		4%
11	Julius AI 4%		4%
11	Microsoft Copilot for ExcelMicrosoft product line 4%		4%
11	Numerous 4%		4%
11	GeminiAlphabet product line 4%		4%
11	Formulabot 4%		4%
11	Microsoft CopilotMicrosoft product line 4%		4%
11	CentSight 4%		4%
11	Convexent 4%		4%
11	ChatGPT · openai.comOpenAI product line 2% general financial computation by generating and executing code	general financial computation by generating and executing code	2%
11	Go Fig 2%		2%
11	Claude · claude.com 2% complex multi-step financial modeling configured with coding tools	complex multi-step financial modeling configured with coding tools	2%
11	DeepSeek ChatDeepSeek product line 2%		2%
11	JioAI AssistantJio product line 2%		2%
11	Reflexivity Research 2%		2%
11	Kipper 2%		2%
11	Human Ready AI 2%		2%
11	AnalystBook 2%		2%
11	Modeleon 2%		2%
11	SensFlow 2%		2%
11	ZeroTwo AI 2%		2%
11	Numerus 2%		2%
11	MindBridge AI 2%		2%
11	Code InterpreterOpenAI product line 2%		2%
11	ChatGPT PlusOpenAI product line 2%		2%
11	Wolfram Finance PlatformWolfram Research product line 2%		2%
11	QuantContext 2%		2%
11	Numen 2%		2%
11	Uptio 2%		2%
11	CalcNook 2%		2%
11	Tesla Model XTesla product line 2%		2%
11	ModelwizAlocai product line 2%		2%
11	CFO Intel 2%		2%
11	xAI GrokSpaceX product line 2%		2%
11	Octonoc 2%		2%
11	Flatland Labs 2%		2%
11	Visual Studio CodeMicrosoft product line 2%		2%
11	Rows 2%		2%
11	Google DriveAlphabet product line 2%		2%
11	QWED 2%		2%
11	Forge (Mollendorff AI)2%		2%
11	Open Interpreter 2%		2%
11	GitHub CopilotGitHub product line 2%		2%
11	Subset 2%		2%
11	DataSnipper 2%		2%
11	Quadratic 2%		2%
11	TradingCalc 2%		2%
11	openfpa 2%		2%
11	VedAGI 2%		2%
11	GPT for Sheets and Docs 2%		2%
11	QuantCode 2%		2%
11	Workiva 2%		2%
11	finance-skills 2%		2%
11	Cube AIUltraviolet product line 2%		2%
11	Fintool 2%		2%
11	Microsoft 365Microsoft product line 2%		2%
11	Trullion 2%		2%
11	Hawkfin 2%		2%
11	Claude Code 2%		2%
11	Microsoft 365 CopilotMicrosoft product line 2%		2%
11	n8n 2%		2%
11	PrecisionCalc 2%		2%
11	Microsoft 2%		2%
11	FinIR 2%		2%
11	Python 2%		2%
11	Mcpservers 2%		2%
11	Loopfour 2%		2%
11	Cube Software 2%		2%
11	Google Apps ScriptAlphabet product line 2%		2%
11	NumProof 2%		2%
11	TwistlyCells 2%		2%
11	NumPy 2%		2%
11	PandasPydata product line 2%		2%
11	SciPy 2%		2%

Who leads each AI engine

ChatGPT SearchChatGPT Search: Farseer
Google AI ModeGoogle AI Mode: =1Claude Code Action ChatGPT Work+2

Mentioned in on each engineChatGPT SearchGoogle AI Mode

Widest split: Claude Code Action, 22% on ChatGPT Search and 50% on Google AI Mode.

Mentioned in on each AI engine, by brand
Brand	ChatGPT Search	Google AI Mode
Farseer	61%	Outside Google AI Mode's top 25
Claude Code Action	22%	50%
ChatGPT Work	17%	41%
Finance Toolkit	22%	Outside Google AI Mode's top 25
Microsoft 365 with Copilot	Outside ChatGPT Search's top 25	41%
LangChain	Outside ChatGPT Search's top 25	36%
Claude	Outside ChatGPT Search's top 25	27%
LlamaIndex	Outside ChatGPT Search's top 25	27%
OpenAI	17%	23%
ChatGPT	9%	23%

Latest insights

Weeks of Jul 27 – Sep 6, 2026

Claude Code Action Gaining: Claude Code ActionGPT for Sheets and Docs now trails Claude Code Action in AI Spreadsheet Math Assistants
ChatGPT Work Gaining: ChatGPT Work moved ahead of GPT for Sheets and Docs in AI Spreadsheet Math Assistants
Claude Code Action Slipping: Claude Code ActionNumerous moved ahead of Claude Code Action in AI Spreadsheet Math Assistants
Gemini Slipping: Gemini dropped out of the AI Spreadsheet Math Assistants top ten
Modelwiz Slipping: Modelwiz's mention rate decreased to 4.2% in AI Spreadsheet Math Assistants, from 12.5% the week before

Questions and answers

I am looking for a finance AI that performs calculations via code and does not guess the numbers.

Sources AI cites100

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.