Cochise AI: Essential AI Tools Guide

Claude

Claude is an advanced AI assistant created by Anthropic, designed to handle complex tasks while maintaining high accuracy and ethical standards. What sets Claude apart is its ability to understand context deeply and provide nuanced, well-reasoned responses.

Strengths: Exceptional at writing, analysis, and coding tasks. Handles complex documents well and excels at explaining difficult concepts clearly. Known for high accuracy and careful, nuanced responses. Web search is available across all plans for current information.

Best For: Document analysis, content creation, coding assistance, research synthesis, and detailed explanations. Particularly valuable for businesses needing thoughtful, well-researched responses or help with complex documents.

Choosing a Model: Claude's chat window includes a model picker, and it's easy to pick the wrong one if you don't know what the names mean.

• Haiku — the fast, lightweight option. Good for quick emails, simple questions, and anything where speed matters more than depth.
• Sonnet — the daily driver, and the default model for most users. A strong balance of quality and speed for writing, analysis, and everyday work. Use this unless you have a specific reason not to.
• Opus — a reasoning specialist for one hard, high-stakes task at a time: a tricky grant proposal, a dense legal or financial question, a problem that needs careful step-by-step thinking. Requires a paid plan.
• Fable — built for your biggest, most involved projects, not quick questions. It works more independently over a long task, planning its own steps and checking its own work. Save it for your single most important deliverable of the month rather than everyday use, since it uses up your usage allowance faster than the others. Not available on the free plan: Pro subscribers pay for it with usage credits, while Max includes it up to half of the weekly limit.

Data Cutoff: Training data cutoffs shift with each model update, but web search is available across all plans for current information.

Price: Free for individuals to get started. Pro plan ($20/month, or $17/month billed annually) adds projects to organize documents and chats and additional language models, including Opus. Max ($100/month) and Ultra ($200/month) tiers are available for heavy daily use.

ChatGPT

ChatGPT, developed by OpenAI, is a versatile AI chatbot that's become synonymous with accessible AI technology. It offers both free and premium versions, making it a flexible choice for organizations with different needs and budgets.

Strengths: Excellent at general knowledge tasks, creative writing, and basic coding. Paid tiers offer enhanced capabilities, including image analysis and deeper reasoning modes. Web search is available across all plans for current information.

Best For: General content creation, brainstorming sessions, customer service scripts, and basic research tasks. Ideal for organizations just starting with AI implementation.

Choosing a Model: Free users get a fast, everyday model automatically. Paid plans unlock OpenAI's more capable models, and the top Pro plan adds the most capable version for the hardest work. OpenAI renames its models often, so check the model menu inside ChatGPT for the current names.

Data Cutoff: OpenAI updates its models frequently and the training cutoff shifts with each release, but web search is available across all plans for current information.

Nonprofit Advantage: Through OpenAI for Nonprofits, qualifying nonprofits can get up to 75% off ChatGPT Business or ChatGPT Enterprise. The discount does not apply to individual plans, and OpenAI asks organizations to contact its sales team.

Price: Free to start. OpenAI's lower-cost Go plan may include ads, according to OpenAI's pricing page. The Plus Plan ($20/month) extends limits for messages and file uploads, and includes image generation and voice mode.

A note from Cochise AI: I cancelled my OpenAI subscription in March 2026 and no longer use or recommend ChatGPT as a primary tool. My reasons are explained in the blog post OpenAI Has Forgotten What It Was Built For. ChatGPT remains a capable tool and is included here for completeness, but Claude is my recommendation for nonprofits and educators.

Microsoft Copilot

Microsoft Copilot combines the power of OpenAI's models with real-time web access and deep integration into Microsoft's suite of productivity tools. It stands out for providing current information while working seamlessly within Word, Excel, Outlook, and Teams.

Strengths: Real-time web searching, image analysis, and native integration with Microsoft Office applications. Particularly strong at drafting documents in Word, analyzing data in Excel, and managing email and calendar tasks in Outlook.

Best For: Organizations already using Microsoft tools who want to add AI capabilities to their existing workflow. The combination of Copilot and Microsoft 365 is especially powerful for grant writing, donor communications, and board reporting.

Choosing a Model: "Copilot" actually refers to two different products, and which one your staff sees depends on how you access it:

• Free Copilot app/website — a simple toggle between Quick response (fast, everyday answers) and Think Deeper (slower, more careful reasoning for harder questions). A "smart mode" can also pick between the two for you automatically.
• Microsoft 365 Copilot (inside Word, Excel, Outlook — requires a paid M365 Copilot license) — goes further and lets you choose the underlying model directly, including Anthropic's Claude alongside Microsoft's own models. Staff doing a quick draft can stick with a fast option; staff working on something demanding, like a full grant narrative, can switch to a heavier model for that document.

Data Cutoff: Because Copilot includes real-time web search, it is not limited to a fixed training cutoff date.

Nonprofit Advantage: Microsoft runs a nonprofit program that offers free or deeply discounted Microsoft 365 licenses to qualifying organizations. For example, Microsoft 365 Business Standard is listed at $3.50 per user per month with an annual commitment, but it does not include Copilot. Copilot is a separate add-on, and Microsoft requires a qualifying business or enterprise plan to purchase it. An organization first applies for nonprofit status through the Microsoft for Nonprofits program, then chooses which services it wants.

Price: Microsoft retired the standalone Copilot Pro plan for individuals in 2026, folding those features into Microsoft 365 Premium — check Microsoft's current consumer plans for individual pricing. Microsoft does not list a price for the Copilot add-on on its nonprofit page, so nonprofits should confirm current Copilot pricing with Microsoft or a Microsoft partner after their nonprofit status is approved.

Google Gemini and the Google AI Ecosystem

Google's Gemini is more than a single AI chatbot: it's the foundation of a growing suite of AI tools woven throughout Google's existing products. For nonprofits already using Google Workspace (Gmail, Drive, Docs, Sheets, Slides), Gemini represents an opportunity to add powerful AI capabilities with minimal disruption and, in many cases, no additional cost.

Strengths: Deep integration with Google products, real-time web search via Google Search, image generation, and strong multilingual capabilities. Gemini can draft emails in Gmail, summarize documents in Drive, and analyze data in Sheets. The free tier is generous and capable for everyday tasks.

Best For: Organizations already using Google Workspace who want AI assistance built into their existing workflow. Also well-suited for research tasks thanks to Gemini's native Google Search integration, which keeps its information current.

Key Google AI Tools:

• Gemini (gemini.google.com) — The main AI assistant, comparable to ChatGPT and Claude. The free tier is capable for most everyday tasks; Google AI Pro ($19.99/month, formerly branded Gemini Advanced) adds the most powerful model.
• Gemini in Google Workspace — AI assistance built directly into Gmail, Docs, Sheets, Slides, and Meet (not part of the free nonprofit Workspace plan; see Nonprofit Advantage below). Draft emails, summarize long documents, generate data insights, and create presentation content without leaving the apps your staff already uses.
• Gemini Notebook (formerly NotebookLM) — A specialized document analysis tool (listed separately on this page) that is part of the Google AI family. Upload grant documents, reports, or research materials and ask questions across all of them at once.
• Google AI Studio — A free developer tool for experimenting with Gemini models directly. Useful for technically inclined staff who want to build custom AI workflows or automations.

Choosing a Model: Gemini's chat window follows the same fast-vs-thorough pattern as the other tools. The free default is Flash — fast and capable enough for most everyday writing, questions, and quick research. A "Thinking" option reasons through harder problems more carefully and is worth switching to for anything complex. A paid Google AI Pro or Ultra subscription unlocks Gemini's strongest models directly, plus (on the top Ultra tier) a "Deep Think" mode for the most demanding problems, where accuracy matters more than speed.

Data Cutoff: Gemini includes real-time Google Search access, so it is not limited to a fixed training cutoff date.

Nonprofit Advantage: Google for Nonprofits provides Google Workspace for Nonprofits at no cost to qualifying organizations, including Gmail, Drive, Docs, Sheets, Slides, and Meet. The free plan also includes the Gemini app for chat and a base version of Gemini Notebook, with enterprise-grade data protections, for up to 2,000 users. Premium Gemini features, such as Gemini built into Gmail, Docs, Drive, and Meet, require upgrading to a paid Google Workspace Business edition. Google advertises nonprofit discounts of up to 75% off the standard price on these editions. Google's nonprofit pages mix Workspace and Business plan names, so confirm the exact edition and price when you apply.

Price: Gemini.google.com is free to start. Google AI Pro (formerly Gemini Advanced) is $19.99/month. Qualifying nonprofits can receive Workspace at no cost through Google for Nonprofits. That free plan includes the Gemini app but not Gemini inside Gmail and Docs (see above).

Gemini Notebook (formerly NotebookLM)

Gemini Notebook, renamed from NotebookLM in 2026, is Google's specialized AI tool for deep document analysis and note-taking. It excels at maintaining context across long documents and helping users organize information effectively.

Strengths: Outstanding at document comprehension and maintaining context. Creates detailed, organized notes and summaries. Excellent citation tracking — every answer links back to the specific source document it came from.

Best For: Research projects, document analysis, report writing, and maintaining organized notes from multiple sources. Particularly useful for nonprofits working with grants, policy documents, or board materials where accurate sourcing matters.

Data Cutoff: Data is uploaded by the user, ensuring it is always up to date.

Price: Free. This is part of the Google family of products and is free to use, like Gmail and Google Drive. Access it at notebooklm.google.

Perplexity

Perplexity is an AI-powered search engine that combines the power of large language models with real-time web searching. It provides detailed, cited answers while maintaining transparency about its sources.

Strengths: Real-time information access, clear source attribution, and comprehensive answers. Excellent at finding current information and trends.

Best For: Market research, competitive analysis, trend tracking, and fact-checking. Ideal for organizations needing up-to-date information with reliable sources.

Choosing a Model: Free users don't pick a model: Perplexity's "Best" mode chooses one for each question. Pro subscribers unlock a per-question model picker and can still leave it on "Best", which automatically chooses the right model for each question — the safest default if you don't want to think about it. The same picker also lets you select a specific named model (from providers like OpenAI, Anthropic, or Google) if you have a reason to prefer one. The top Max tier adds a "Model Council" feature that sends your question to several leading models at once and shows where they agree or disagree, useful for double-checking an important answer.

Data Cutoff: Perplexity searches the web in real time, so it is not limited to a fixed training cutoff date. Every answer cites its sources, making it easy to verify the information returned.

Price: Free to get started. Pro plan ($20/month) raises the limits on "Pro" searches (the free plan allows 3 per day, while Pro uses weekly limits that Perplexity does not publish as a number) and on file uploads, and adds image generation.