Choosing the Right LLM: A Use-Case Guide
Last updated 7 months ago
Choosing the Right LLM: A Use-Case Guide
Selecting the perfect Large Language Model (LLM) for your Mates on the allmates.ai platform can transform your team's productivity. While one model might excel at creative writing, another might be a powerhouse for data analysis. This guide is designed to help you navigate these choices by providing tailored recommendations for common tasks across different business domains.
For each use case, we will suggest three types of models to consider:
Most Powerful: The top-tier choice for the highest quality results, when performance is the primary concern.
Most Balanced: A model that offers a strong blend of capability, speed, and cost-effectiveness.
Most Affordable: The most economical option that can still perform the task well, ideal for high-volume needs.
Important Note: Your Experience is Key
While these recommendations provide an excellent starting point, the "best" model is often subjective and depends on your specific context, data, and desired output style. We strongly encourage you to experiment with different models for your key tasks. Nothing replaces hands-on testing to discover what works best for you and your team.
Below, you will find recommendations broken down by business domain.
1. Marketing
Marketing tasks often require a blend of creativity, analytical insight, and speed. Here are recommendations for common marketing use cases.
Use Case: Generate 100 social media post variations for a new product launch.
This high-volume task prioritizes speed and cost-effectiveness while maintaining good writing quality.
Most Powerful:
Claude 4 Sonnet- For its exceptional Writing and Instruction Following, ensuring high-quality and varied outputs that adhere to brand voice.Most Balanced:
GPT-4o- Offers strong Writing capabilities and good speed, making it a great all-rounder for generating creative content quickly.Most Affordable:
GPT-4o Mini- The best choice for bulk generation, combining very low cost and high speed with good enough writing quality for social media posts.
Use Case: Analyze competitors' marketing strategies from multiple reports and draft a summary.
This task requires a large context window to process multiple documents and strong reasoning to synthesize information.
Most Powerful:
Claude 4 Opus- Its top-tier Reasoning and Writing, combined with a large context window, make it unparalleled for in-depth strategic analysis.Most Balanced:
Gemini Pro 2.5- Features excellent Reasoning and Knowledge scores and a very large context window, perfect for synthesizing data from many sources.Most Affordable:
LLaMA 4 Scout- Its massive 10M token context window is a unique advantage for processing vast amounts of text at a lower cost, with good reasoning capabilities.
Use Case: Draft the complete script for a 2-minute flagship product launch video.
This requires high-quality, creative, and persuasive writing with a strong narrative flow.
Most Powerful:
Claude 4 Opus- The best choice for its top-tier Writing and Reasoning, capable of crafting a compelling and nuanced narrative.Most Balanced:
Claude 4 Sonnet- Delivers exceptional writing quality, nearly on par with Opus, but at a lower cost and faster speed.Most Affordable:
GPT-4o- Provides strong writing capabilities that are more than sufficient for a high-quality script, at a very accessible price point.
Use Case: Analyze a CSV file of campaign performance data to identify top-performing ad copy.
This task requires strong coding and mathematical skills to execute data analysis.
Most Powerful:
o3- Specifically designed for this, with exceptional Math/Sci and Coding scores and the ability to execute code for analysis.Most Balanced:
GPT-4.1- A strong all-rounder with high ratings in Reasoning, Coding, and Math/Sci, making it very reliable for data analysis.Most Affordable:
DeepSeek R1- Offers strong Reasoning and Coding capabilities for an open-source model, making it a cost-effective choice for technical analysis.
Use Case: Review a PDF of a new ad campaign's visual mockups and provide feedback on brand alignment.
This requires strong multimodal understanding (PDF and images) and high-level reasoning.
Most Powerful:
Gemini Pro 2.5- Its top-tier Multimodality and Reasoning make it the best choice for seamlessly understanding and analyzing visual and text-based documents together.Most Balanced:
Claude 4 Sonnet- Features strong native PDF and image handling combined with excellent reasoning and instruction following.Most Affordable:
Gemini Flash 2.5- Offers the same excellent multimodal capabilities as Pro 2.5 but with much faster speed and lower cost, ideal for quick reviews.
2. Sales
Sales activities demand a mix of research, personalized communication, and strategic planning.
Use Case: Research 20 potential leads and summarize their company's recent activities.
This requires processing a large amount of information from various sources and synthesizing it effectively.
Most Powerful:
Claude 4 Opus- Unmatched Reasoning and Writing for creating detailed, insightful summaries from extensive research.Most Balanced:
Gemini Pro 2.5- Excellent Reasoning and a very large context window make it ideal for pulling together and summarizing information from multiple web pages or documents.Most Affordable:
LLaMA 4 Scout- The massive 10M token context window allows it to ingest a huge amount of research material at once for a very low cost.
Use Case: Draft a personalized follow-up email after a sales call, referencing specific discussion points.
This task values high-quality writing and the ability to follow nuanced instructions.
Most Powerful:
Claude 4 Sonnet- Its exceptional Writing and Instruction Following ensure a polished, accurate, and personalized email.Most Balanced:
GPT-4.1- Strong Writing and Reasoning capabilities make it a reliable choice for professional and effective communication.Most Affordable:
GPT-4o- Offers strong writing quality at a great price, perfect for drafting high volumes of personalized emails.
Use Case: Analyze sales performance data from a CRM export (CSV) and identify top 3 performing regions.
This requires strong coding and mathematical skills to execute data analysis.
Most Powerful:
o3- The best choice for its top-tier Math/Sci and Coding scores, allowing it to perform complex data analysis via code execution.Most Balanced:
GPT-4.1- A powerful all-rounder with high ratings in Reasoning, Coding, and Math/Sci.Most Affordable:
DeepSeek R1- A cost-effective open-source option with strong Reasoning and Coding skills for this type of analysis.
Use Case: Summarize a recorded sales call (audio file) and extract action items.
This requires strong multimodal capabilities to process audio and good reasoning to identify key points.
Most Powerful:
Gemini Pro 2.5- Its top-tier Multimodality rating means it can handle audio input natively and apply its powerful reasoning to extract accurate summaries.Most Balanced:
Gemini Flash 2.5- Offers the same excellent multimodal capabilities as Pro 2.5 but is faster and more cost-effective.Most Affordable:
Gemini Flash 2.0- A very economical choice that still provides top-tier native multimodal support for audio processing.
Use Case: Develop a strategic plan for a new sales territory.
This requires high-level reasoning, knowledge synthesis, and excellent writing skills to create a comprehensive strategic document.
Most Powerful:
Claude 4 Opus- Unmatched for this task due to its top scores in Reasoning and Writing, ideal for complex strategic documents.Most Balanced:
Gemini Pro 2.5- Its top Reasoning and Knowledge scores allow it to synthesize market data and strategic concepts effectively.Most Affordable:
GPT-4.1- A strong and more affordable choice that still has high ratings in both Reasoning and Writing.
3. Human Resources (HR)
HR tasks often involve sensitive communication, document analysis, and policy interpretation.
Use Case: Draft 5 distinct job descriptions for a new "AI Integration Specialist" role.
This requires high-quality, clear writing and the ability to understand and follow instructions for different variations.
Most Powerful:
Claude 4 Sonnet- Exceptional Writing and Instruction Following make it perfect for creating nuanced and professional job descriptions.Most Balanced:
GPT-4.1- Its strong Writing and Reasoning capabilities ensure high-quality, well-structured outputs.Most Affordable:
GPT-4o- A cost-effective choice with strong writing skills suitable for drafting professional documents.
Use Case: Answer complex employee questions by referencing a 200-page PDF of company policies.
This requires a large context window, native PDF understanding, and strong reasoning.
Most Powerful:
Claude 4 Opus- Top-tier Reasoning, native PDF support, and a large context window make it the most reliable for accurate policy interpretation.Most Balanced:
Gemini Pro 2.5- Excellent Reasoning, native PDF support, and a massive 1M token context window make it a very strong choice.Most Affordable:
Claude 4 Sonnet- A more affordable option that still offers excellent reasoning and native PDF support.
Use Case: Create a draft for a company-wide announcement about a new benefits program.
This requires clear, empathetic, and professional writing.
Most Powerful:
Claude 4 Opus- Its top scores in Writing and Reasoning are ideal for crafting sensitive and important company-wide communications.Most Balanced:
Claude 4 Sonnet- Delivers exceptional writing quality suitable for formal announcements at a lower cost than Opus.Most Affordable:
GPT-4.1- A strong and cost-effective choice for drafting professional, high-quality text.
Use Case: Analyze survey results (CSV) on employee satisfaction and identify key themes.
This requires strong coding and mathematical skills to process data and identify trends.
Most Powerful:
o3- The best model for data analysis via code execution due to its top Math/Sci and Coding scores.Most Balanced:
GPT-4.1- A reliable choice with high ratings across Reasoning, Coding, and Math/Sci.Most Affordable:
DeepSeek R1- A strong open-source option for this type of analysis, with good Reasoning and Coding skills.
Use Case: Review a candidate's resume (PDF) and a portfolio (image files) to assess suitability for a role.
This requires excellent multimodal capabilities to understand different file types simultaneously.
Most Powerful:
Gemini Pro 2.5- The best choice due to its top-tier Multimodality rating, allowing it to seamlessly analyze PDFs and images together.Most Balanced:
Claude 4 Sonnet- Offers strong native PDF and image handling combined with excellent reasoning.Most Affordable:
Gemini Flash 2.5- Provides the same excellent multimodal capabilities as Pro 2.5 but at a much lower cost and higher speed.
4. Finance & Accounting
Financial tasks demand high accuracy, strong analytical reasoning, and the ability to handle structured data and documents securely.
Use Case: Analyze quarterly financial reports (PDFs) and summarize key performance indicators (KPIs).
This task requires native PDF understanding, a large context window, and excellent reasoning to accurately extract and interpret financial data.
Most Powerful:
Claude 4 Opus- Its top-tier Reasoning and native PDF support make it exceptionally reliable for extracting and summarizing critical financial data with high accuracy.Most Balanced:
Gemini Pro 2.5- Combines top-tier Reasoning and Multimodality (including PDF) with a very large context window, making it a powerful and versatile choice.Most Affordable:
Claude 4 Sonnet- Offers strong native PDF support and excellent reasoning capabilities at a more accessible price point than Opus.
Use Case: Extract data from 1,000 scanned invoices (image files) into a structured format.
This is a high-volume multimodal task where accuracy, speed, and cost are all important.
Most Powerful:
Gemini Pro 2.5- The best choice for its top-tier Multimodality rating, ensuring the highest accuracy in reading and extracting data from images.Most Balanced:
Gemini Flash 2.5- Offers the same excellent multimodal capabilities but is significantly faster and more cost-effective, making it ideal for processing a large volume of invoices.Most Affordable:
GPT-4o Mini- A very fast and low-cost option with good image understanding, perfect for bulk processing where minor post-extraction validation is acceptable.
Use Case: Build a simple financial forecast model in Python based on historical data in a CSV file.
This requires strong capabilities in coding, mathematics, and logical reasoning to perform data analysis via code execution.
Most Powerful:
o3- The premier choice for this task, with exceptional Math/Sci and Coding scores and native code execution capabilities.Most Balanced:
GPT-4.1- A strong all-rounder with high ratings in Reasoning, Coding, and Math/Sci, making it very reliable for data analysis.Most Affordable:
DeepSeek R1- A cost-effective open-source option with strong Reasoning and Coding skills, well-suited for technical analysis.
Use Case: Draft a detailed narrative for the quarterly earnings report for shareholders.
This high-stakes task requires exceptional writing quality, clarity, and formal tone.
Most Powerful:
Claude 4 Opus- Unmatched for its top-tier Writing and Reasoning, perfect for crafting clear, precise, and formal financial communications.Most Balanced:
Claude 4 Sonnet- Delivers exceptional writing quality nearly on par with Opus, but at a lower cost.Most Affordable:
GPT-4.1- A reliable and more affordable choice that still has strong Writing and Reasoning capabilities for professional drafting.
Use Case: Answer complex tax compliance questions by referencing a large internal knowledge base of legal documents.
This requires a massive context window to ingest all relevant documents and superior reasoning to interpret complex rules.
Most Powerful:
Claude 4 Opus- Its top Reasoning score and large context make it ideal for accurately interpreting complex legal and financial text.Most Balanced:
Gemini Pro 2.5- Combines top-tier Reasoning with a very large context window, making it a strong choice for this task.Most Affordable:
LLaMA 4 Scout- The best choice for affordability due to its massive 10M token context window, which can ingest an entire knowledge base at once, paired with good reasoning.
5. Customer Support
Customer support requires speed, accuracy, empathy, and the ability to understand customer issues, which may include images or other files.
Use Case: Provide instant, accurate answers to common customer queries in a live chat.
This is a high-volume task where speed and cost-effectiveness are paramount.
Most Powerful:
Gemini Flash 2.5- Offers an excellent combination of high speed and strong reasoning for a "flash" model, providing quick and intelligent answers.Most Balanced:
GPT-4o- A great all-rounder with good speed, reasonable cost, and strong conversational abilities.Most Affordable:
GPT-4o Mini- The best choice for high-volume Q&A due to its extremely fast speed and very low cost.
Use Case: Analyze a customer's uploaded screenshot of an error message and provide troubleshooting steps.
This requires strong multimodal understanding to interpret the image and good reasoning to provide a solution.
Most Powerful:
Gemini Pro 2.5- Its top Multimodality and Reasoning scores allow it to accurately interpret the error and devise a precise solution.Most Balanced:
Claude 4 Sonnet- Features strong native image handling and excellent reasoning capabilities.Most Affordable:
Gemini Flash 2.5- The ideal affordable choice, offering top-tier multimodal understanding at high speed and low cost, perfect for real-time support.
Use Case: Summarize a long, complex support ticket thread to escalate to a Tier 2 agent.
This task requires a large context window and excellent writing skills to create a clear, concise summary.
Most Powerful:
Claude 4 Opus- The best choice for accurately summarizing potentially messy, long conversations into a coherent and precise brief.Most Balanced:
Claude 4 Sonnet- Offers exceptional writing quality and a large context at a better price point than Opus.Most Affordable:
GPT-4.1- A reliable and cost-effective option with strong writing skills and a large context window.
Use Case: Draft 10 different empathetic responses to a customer complaint.
This requires high-quality writing with a focus on tone and nuance.
Most Powerful:
Claude 4 Opus- Unmatched for its ability to generate carefully worded, empathetic, and nuanced responses suitable for sensitive situations.Most Balanced:
Claude 4 Sonnet- Also excels at adopting a specific tone and provides exceptional writing quality.Most Affordable:
GPT-4o- A strong choice with good conversational writing skills at an accessible price.
Use Case: Query an internal knowledge base (PDFs) to find a solution for a rare technical issue.
This requires strong reasoning and native PDF understanding to find specific information in technical documents.
Most Powerful:
Claude 4 Opus- Its top-tier Reasoning and native PDF support make it the most reliable for finding accurate solutions in complex documentation.Most Balanced:
Gemini Pro 2.5- A very strong alternative with excellent Reasoning, native PDF support, and a massive context window.Most Affordable:
Claude 4 Sonnet- A more cost-effective option that still provides excellent reasoning and native PDF handling.
6. Operations
Operations tasks often involve process documentation, workflow optimization, and analysis of operational data.
Use Case: Create detailed step-by-step process documentation for a new logistics workflow.
This requires clear, structured writing and strong instruction-following.
Most Powerful:
Claude 4 Sonnet- Exceptional at creating clear, detailed, and well-structured professional documentation.Most Balanced:
GPT-4.1- Its strong Writing and Reasoning capabilities ensure the documentation is both clear and logically sound.Most Affordable:
GPT-4o- A cost-effective choice with strong writing skills well-suited for documentation tasks.
Use Case: Analyze operational data from a spreadsheet to identify bottlenecks.
This requires strong coding and mathematical skills to process data and derive insights.
Most Powerful:
o3- The best model for code execution-based data analysis due to its top Math/Sci and Coding scores.Most Balanced:
GPT-4.1- A reliable choice with high ratings across all the necessary technical dimensions.Most Affordable:
DeepSeek R1- A strong open-source option for this type of analysis, with good Reasoning and Coding skills.
Use Case: Review a factory floor plan (image/PDF) and suggest efficiency improvements.
This requires strong multimodal understanding to analyze a visual layout and high-level reasoning to provide strategic suggestions.
Most Powerful:
Gemini Pro 2.5- The best choice due to its top-tier Multimodality and Reasoning.Most Balanced:
Claude 4 Sonnet- Offers strong native image and PDF handling combined with excellent reasoning.Most Affordable:
Gemini Flash 2.5- Provides top-tier multimodal capabilities at high speed and low cost, perfect for quick analysis.
Use Case: Draft an incident report based on a series of internal chat logs.
This requires a large context window to process the logs and strong writing skills to create a factual, coherent report.
Most Powerful:
Claude 4 Opus- Its top-tier Writing and Reasoning are ideal for creating a precise and well-structured report from unstructured text.Most Balanced:
Claude 4 Sonnet- Offers excellent writing quality and a large context at a better price.Most Affordable:
GPT-4.1- A strong and reliable choice with a large context window and good writing skills.
Use Case: Summarize daily operations reports from three different departments.
This requires the ability to synthesize information from multiple sources into a single, coherent summary.
Most Powerful:
Claude 4 Opus- The best for this task due to its superior ability to reason over and synthesize multiple documents.Most Balanced:
Gemini Pro 2.5- Excellent Reasoning and a very large context window make it a strong choice.Most Affordable:
GPT-4.1- A cost-effective option with strong writing skills and a large context window.
7. R&D and Engineering
These tasks are technically demanding, often requiring state-of-the-art coding, scientific knowledge, and the ability to process dense technical documents.
Use Case: Write a complex algorithm in Python for a new software feature.
This requires top-tier coding, reasoning, and mathematical skills.
Most Powerful:
Claude 4 Opus- Widely considered one of the best available models for complex code generation.Most Balanced:
Claude 4 Sonnet- Also has top-tier coding abilities but is faster and more cost-effective than Opus.Most Affordable:
o3- An excellent choice with top scores in Coding and Reasoning, especially with its native code execution capabilities.
Use Case: Review a large, unfamiliar codebase and document its architecture.
This requires a massive context window to ingest the entire codebase and strong coding/writing skills.
Most Powerful:
LLaMA 4 Scout- Unmatched for this task due to its 10M token context, which can ingest entire large repositories at once.Most Balanced:
Gemini Pro 2.0- A strong alternative with a massive 2M token context and strong coding and writing skills.Most Affordable:
LLaMA 4 Maverick- Offers a very large 1M token context and strong coding skills at a great price.
Use Case: Summarize 10 recent academic papers (PDFs) on a specific scientific topic.
This requires a large context window, native PDF understanding, and high-level reasoning.
Most Powerful:
Claude 4 Opus- Its top Reasoning, native PDF support, and large context make it ideal for deep scientific understanding.Most Balanced:
Gemini Pro 2.5- A powerful alternative with top Reasoning, native PDF support, and a very large context.Most Affordable:
Claude 4 Sonnet- A more cost-effective option that still provides excellent reasoning and native PDF handling.
Use Case: Debug a complex piece of code by providing the code and the error message.
This requires elite coding and reasoning skills to understand the error and identify the root cause.
Most Powerful:
Claude 4 Opus- Its top-tier Coding and Reasoning make it exceptionally good at logical problem-solving in code.Most Balanced:
Claude 4 Sonnet- Also has top-tier coding abilities and is a very strong choice for debugging.Most Affordable:
o3- Excellent at logical problem-solving and can use its code execution to test potential fixes.
Use Case: Translate a software project's documentation from English to German.
This requires high-quality writing and strong multilingual knowledge.
Most Powerful:
Gemini Pro 2.5- Top-tier models generally have the best and most nuanced multilingual capabilities.Most Balanced:
Claude 4 Sonnet- Its exceptional writing quality translates well across many languages.Most Affordable:
GPT-4.1- A reliable choice with strong writing skills and good multilingual support.
8. Legal
Legal work requires the highest levels of accuracy, discretion, and the ability to understand dense, complex text.
Use Case: Review a 50-page contract (PDF) and identify all liability and termination clauses.
This task demands a large context window, native PDF understanding, and superior reasoning to interpret complex legal language.
Most Powerful:
Claude 4 Opus- Its top-tier Reasoning and native PDF support make it the most reliable choice for accurately interpreting and extracting information from critical legal documents.Most Balanced:
Gemini Pro 2.5- A powerful alternative with excellent Reasoning, native PDF support, and a massive context window for handling even the longest contracts.Most Affordable:
Claude 4 Sonnet- A more cost-effective option that still provides excellent reasoning and native PDF handling, making it suitable for less critical contract reviews.
Use Case: Summarize recent case law related to intellectual property in the AI industry.
This requires strong reasoning to synthesize complex legal arguments and a large context to process multiple legal documents.
Most Powerful:
Claude 4 Opus- The best choice for its ability to perform deep, nuanced synthesis of complex legal texts.Most Balanced:
Gemini Pro 2.5- Its excellent Reasoning and Knowledge scores make it highly effective at understanding and summarizing legal precedents.Most Affordable:
LLaMA 4 Scout- The massive 10M token context window is a unique advantage for ingesting a large volume of case law at once for a very low cost.
Use Case: Draft a formal legal memo outlining the risks of a new business initiative.
This requires precise, formal, and highly structured writing, backed by strong logical reasoning.
Most Powerful:
Claude 4 Opus- Unmatched for its ability to produce precise, carefully worded legal documents where every word matters.Most Balanced:
Claude 4 Sonnet- Delivers exceptional writing quality suitable for formal legal memos at a lower cost than Opus.Most Affordable:
GPT-4.1- A reliable choice with strong professional writing skills suitable for drafting formal documents.
Use Case: Check a new marketing campaign for compliance against a set of internal legal guidelines (PDF).
This requires strong instruction following and the ability to compare creative content against a set of rules.
Most Powerful:
Claude 4 Opus- Its top-tier Reasoning and Instruction Following ensure the most thorough and accurate compliance check.Most Balanced:
Claude 4 Sonnet- Also has excellent Reasoning and Instruction Following, making it a very reliable choice.Most Affordable:
Gemini Pro 2.5- A strong option with excellent reasoning and native PDF support.
Use Case: Identify and summarize all mentions of a specific party across a large discovery data set (thousands of text files).
This task is defined by the need to process an enormous amount of text and accurately extract information.
Most Powerful:
LLaMA 4 Scout- The only choice for this scale, its 10M token context window is specifically designed to ingest and analyze massive datasets like this in a single pass.Most Balanced:
Gemini Pro 2.0- With a 2M token context, it can handle very large batches of documents and has strong reasoning.Most Affordable:
LLaMA 4 Maverick- Offers a 1M token context at a very low cost, suitable for processing the data in large chunks.
9. Project Management
Project management relies on clear communication, planning, and the ability to synthesize status updates from various sources.
Use Case: Create a detailed project plan with tasks, sub-tasks, and estimated timelines from a brief project description.
This requires strong reasoning to break down a goal into a logical structure and good writing to articulate the plan clearly.
Most Powerful:
Claude 4 Opus- The best for complex strategic planning due to its top-tier Reasoning and Writing.Most Balanced:
Gemini Pro 2.5- Its excellent Reasoning capabilities make it ideal for creating logical and comprehensive project plans.Most Affordable:
GPT-4.1- A strong and cost-effective choice with high ratings in both Reasoning and Writing.
Use Case: Draft a weekly status report by summarizing updates from a long team chat conversation.
This requires a large context window and strong writing skills to create a concise and accurate summary.
Most Powerful:
Claude 4 Opus- Excels at understanding and synthesizing messy, unstructured conversations into a professional report.Most Balanced:
Claude 4 Sonnet- Offers excellent writing quality and a large context at a better price point.Most Affordable:
GPT-4.1- A reliable choice with a large context window and good writing skills for this task.
Use Case: Brainstorm potential risks for a new project and suggest mitigation strategies.
This requires strong reasoning to think through potential future problems and creative problem-solving.
Most Powerful:
Claude 4 Opus- Its deep reasoning capabilities make it the best for thorough and insightful risk analysis.Most Balanced:
Gemini Pro 2.5- Combines excellent reasoning with a vast knowledge base to identify a wide range of potential risks.Most Affordable:
o3- A reasoning-specialized model that is excellent for logical problem-solving and "what-if" scenarios.
Use Case: Analyze a CSV of task completion times to identify project delays and bottlenecks.
This requires strong coding and mathematical skills to process data.
Most Powerful:
o3- The premier model for data analysis via code execution due to its top Math/Sci and Coding scores.Most Balanced:
GPT-4.1- A reliable choice with high ratings across all the necessary technical dimensions.Most Affordable:
DeepSeek R1- A strong open-source option for this type of analysis, with good Reasoning and Coding skills.
Use Case: Generate 5 different visual concepts for a project timeline presentation (Gantt chart style).
This requires an understanding of project management concepts and the ability to generate images.
Most Powerful:
Gemini Pro 2.5- Its top-tier Multimodality and Reasoning allow it to understand the request and work with an integrated image generation tool for the best results.Most Balanced:
o3- While not generating images itself, its top-tier reasoning can structure the data perfectly for a separate image generation tool.Most Affordable:
GPT-4o- A good balance of reasoning and the potential to integrate with image generation tools at a lower cost.
10. Executive Leadership & Strategy
High-level executive tasks require concise communication, deep strategic insight, and the ability to synthesize vast amounts of information.
Use Case: Summarize five detailed departmental reports (PDFs) into a one-page executive brief for a board meeting.
This requires a large context, native PDF understanding, and superior writing and reasoning skills.
Most Powerful:
Claude 4 Opus- The best choice for high-stakes synthesis, combining top-tier Reasoning and Writing to create a perfect executive summary.Most Balanced:
Gemini Pro 2.5- Its excellent Reasoning, massive context, and native PDF support make it a powerful tool for this task.Most Affordable:
Claude 4 Sonnet- A more cost-effective option that still provides excellent writing quality and native PDF handling.
Use Case: Draft a sensitive, company-wide announcement about a major organizational change.
This task demands the highest quality of writing, with a focus on nuance, clarity, and an appropriate tone.
Most Powerful:
Claude 4 Opus- Unmatched for its ability to craft nuanced, empathetic, and impactful communications for critical situations.Most Balanced:
Claude 4 Sonnet- Also delivers exceptional writing quality and can handle sensitive topics with care, at a lower cost.Most Affordable:
GPT-4.1- A strong and reliable choice for drafting professional, high-quality communications.
Use Case: Perform a competitive intelligence analysis based on news articles, earnings calls, and market reports.
This requires processing a large volume of text from diverse sources and applying high-level reasoning to identify strategic threats and opportunities.
Most Powerful:
Claude 4 Opus- Its deep reasoning capabilities make it the best for insightful and thorough strategic analysis.Most Balanced:
Gemini Pro 2.5- Combines excellent reasoning with a vast knowledge base to effectively synthesize market intelligence.Most Affordable:
LLaMA 4 Scout- The massive 10M token context window is a unique advantage for ingesting a huge amount of research material at once for a very low cost.
Use Case: Prepare the narrative and key talking points for an upcoming investor presentation.
This requires strong strategic writing, the ability to create a compelling story, and data synthesis.
Most Powerful:
Claude 4 Opus- The best for its top-tier Writing and Reasoning, capable of weaving data into a powerful strategic narrative.Most Balanced:
Claude 4 Sonnet- Offers exceptional writing quality that is perfect for crafting professional and persuasive presentations.Most Affordable:
GPT-4.1- A strong choice with high ratings in both Reasoning and Writing, well-suited for this task.
Use Case: Model three potential "what-if" scenarios for the next fiscal year based on different market conditions.
This requires deep reasoning, the ability to work with assumptions, and logical problem-solving.
Most Powerful:
Claude 4 Opus- Its superior reasoning makes it the best choice for exploring complex, hypothetical scenarios with depth and logic.Most Balanced:
Gemini Pro 2.5- Excellent at reasoning through complex problems and can leverage its vast knowledge to inform the scenarios.Most Affordable:
o3- A reasoning-specialized model that is excellent for logical problem-solving and "what-if" analysis.