SERAF Model Info
A comprehensive comparison of AI models and their capabilities for each stage of the SERAF framework for venture capital analysis.
| Platform | Model Name | Context Window | Key Capabilities | Key Strengths | SERAF Details |
|---|---|---|---|---|---|
Gemini.com | Gemini 2.0 Flash | 1,000,000 | Fast multimodal processing (images, diagrams, video summaries) | Quickly synthesizing market contexts visually | Show Details |
Gemini.com | Gemini 2.0 Flash Thinking | 1,000,000 | Enhanced multi-step logical reasoning | Good for task orchestration, iterative check-ins | Show Details |
Gemini.com | Gemini 2.5 Pro (Experimental) | 1,000,000 | Advanced reasoning, robust coding capabilities | In-depth scenario modeling, advanced financial model building | Show Details |
Gemini.com | Deep Research | Limited monthly responses | Deep multi-source synthesis for detailed diligence | Ideal for deep, agentic search and diligence | Show Details |
ChatGPT | 4o | 8,000 | Image generation, task orchestration, check-ins | Drafting concise logic summaries, investment narratives | Show Details |
ChatGPT | Voice Interaction | Conversation-based | Conversational brainstorming and idea refinement | Generating initial ideas, fleshing out narrative context | Show Details |
ChatGPT | Code Interpreter | Large file uploads, CSV analysis | Data-driven financial analysis, deep numerical insights | Financial modeling and detailed data analysis | Show Details |
ChatGPT | Agents | Task automation, orchestration | Automated multi-task workflows | Structured memo drafting, comprehensive task automation | Show Details |
Grok | Grok-3 | 128,000 | Real-time web search, X.com data aggregation | Real-time validation of startup traction, social and market trends | Show Details |
Perplexity AI | Standard + Pro | 4,000 per query | Instant fact checks, citations, drill-down capabilities | Reliable source-based market and competitor diligence | Show Details |
ChatGPT | GPT-4o, GPT-4o mini | 128,000 | Long-context reasoning, detailed persona simulations, CSV parsing, slide deck creation | Complete end-to-end memo support from detailed draft to polished presentation | Show Details |
About the SERAF Framework
The SERAF framework is a structured approach to venture capital analysis that breaks down the investment process into five key components: Situation assessment, Evidence gathering, Reasoning development, Analysis of risks and opportunities, and Final recommendation formulation.