FinChat vs. Have I Been Trained? – AI Tool Comparison
In the rapidly evolving world of artificial intelligence, tools are emerging to solve two very different problems: how to extract value from massive datasets and how to protect your own data from being used in them. FinChat (now rebranding as Fiscal.ai) and Have I Been Trained? represent these two sides of the AI coin. While FinChat is a high-powered research assistant for the finance sector, Have I Been Trained? is a vital privacy utility for the creative community.
Quick Comparison Table
| Feature | FinChat (Fiscal.ai) | Have I Been Trained? |
|---|---|---|
| Primary Purpose | AI-driven financial research and data analysis. | Checking image usage in AI training sets and opting out. |
| Core Features | Earnings transcripts, KPI tracking, stock screening, and AI chat. | Reverse image search, text search, and "Do Not Train" registry. |
| Data Sources | 10-K/10-Q filings, S&P Market Intelligence, earnings calls. | LAION-5B and other major AI training datasets. |
| Pricing | Free tier available; Paid plans from $24–$79/month. | Free for individual searches; API/Pro services for organizations. |
| Best For | Investors, equity analysts, and finance students. | Artists, photographers, and copyright holders. |
Overview of Each Tool
FinChat is a specialized AI platform designed to act as a "Bloomberg Terminal for everyone." It leverages large language models (LLMs) specifically fine-tuned on institutional-grade financial data, including filings for over 100,000 public companies. Unlike general-purpose AI, FinChat provides cited, verifiable data points regarding revenue segments, margins, and management commentary, making it a go-to for fundamental analysis.
Have I Been Trained? is a public service tool created by the organization Spawning.ai. It allows creators to search through the massive datasets (like LAION-5B) used to train popular AI art models like Stable Diffusion and Midjourney. Its primary goal is to provide transparency and agency, allowing users to register their "Do Not Train" preferences to protect their intellectual property from future AI scraping.
Detailed Feature Comparison
The functionality of these two tools could not be more different. FinChat focuses on data synthesis. It allows users to ask complex questions like "Compare Tesla's gross margins with BYD over the last four quarters" and receives a formatted table with links to the original SEC filings. It includes advanced features like Discounted Cash Flow (DCF) modeling, custom dashboards, and a stock screener that understands natural language prompts.
In contrast, Have I Been Trained? focuses on data protection. Its primary interface is a search bar where you can upload an image or type a text prompt to see if your work appears in common AI training sets. Once an image is found, the tool provides a pathway for the owner to "opt out," signaling to AI companies that the image should be excluded from future training. It is an advocacy and privacy tool rather than a productivity suite.
Interaction models also differ significantly. FinChat is a conversational "copilot" where the value grows the more you iterate on your financial questions. Have I Been Trained? is a diagnostic tool; you use it to identify a problem (unauthorized data usage) and then use its registry to take action. While FinChat is built to help you use AI to get ahead, Have I Been Trained? helps you monitor AI to stay safe.
Pricing Comparison
- FinChat: Offers a limited free tier (typically 10 prompts per month). The Plus Plan ($24–$29/mo) unlocks 100 prompts and expanded historical data. The Pro Plan ($64–$79/mo) is designed for professionals, offering 500+ prompts, 10+ years of financial history, and advanced KPI data.
- Have I Been Trained?: The core search and opt-out functions are free for individual artists. Spawning.ai offers a "Spawning" membership and enterprise API services for organizations or high-volume users who need to protect large portfolios of images, but for the average user, there is no cost to check their status.
Use Case Recommendations
Use FinChat if:
- You are a retail investor looking for deep-dive data on stocks without reading through 100-page PDF filings.
- You are a financial analyst who needs to quickly compare KPIs across different industries.
- You are a student or content creator needing verified financial facts for a report or video.
Use Have I Been Trained? if:
- You are an artist or photographer concerned that your copyrighted work is being used to train generative AI without your consent.
- You want to participate in the "Do Not Train" registry to protect your future uploads.
- You are curious about what kind of data is currently powering the AI art revolution.
Verdict
Choosing between these two isn't about which is "better," but which problem you need to solve. If you are looking to make smarter investment decisions and want a tool that can parse through millions of financial data points in seconds, FinChat is a premier choice that justifies its subscription cost for active investors.
However, if you are a creator worried about the ethical implications of AI and want to reclaim control over your digital footprint, Have I Been Trained? is an essential, free resource. For most users, FinChat is the tool you use for work, while Have I Been Trained? is the tool you use for protection.