Quick Comparison Table
| Feature | Compass (ICONIQ Growth) | FinChat (now Fiscal.ai) |
|---|---|---|
| Primary Use Case | SaaS benchmarking and private market research. | Public company analysis and investor tracking. |
| Data Sources | Proprietary ICONIQ data, SaaS benchmarks, and research reports. | SEC filings, earnings transcripts, 10-Ks, and global financial data. |
| Target Audience | SaaS founders, CFOs, and Venture Capitalists. | Equity analysts, retail investors, and portfolio managers. |
| Core Features | Peer benchmarking, growth/churn metrics, and AI chat. | Financial modeling, KPI extraction, and stock screening. |
| Pricing | Free (Registration required). | Freemium ($0 to $79/month). |
| Best For | Understanding "what good looks like" in SaaS. | Deep-diving into public stock performance. |
Overview of Each Tool
Compass is an AI-driven benchmarking platform developed by ICONIQ Growth. It is designed specifically for the SaaS ecosystem, allowing founders and business leaders to compare their company's performance against industry standards. By leveraging a massive dataset of private software companies, Compass answers highly specific questions about metrics like Net Revenue Retention (NRR), CAC payback periods, and growth rates, helping users navigate the "path to efficient growth" with real-world context.
FinChat (recently rebranded as Fiscal.ai) is an AI-powered investment research assistant that focuses on public markets. It serves as a conversational interface for hundreds of thousands of data points, including financial statements, earnings call transcripts, and "Super Investor" holdings. FinChat’s primary goal is to eliminate the manual labor of digging through SEC filings, providing instant summaries and data visualizations for over 100,000 public companies and ETFs globally.
Detailed Feature Comparison
The core difference between these tools lies in their data accessibility. Compass provides a rare window into private market data. While most SaaS benchmarks are hidden behind expensive consultant paywalls, Compass allows users to filter data by company size (ARR), industry, and growth motion (PLG vs. Sales-led). Its AI chatbot can answer questions like, "What is the top-quartile churn rate for a $10M ARR B2B SaaS?" by pulling directly from ICONIQ’s proprietary research and the Growth Resiliency Rubric.
FinChat, by contrast, is a powerhouse for public equity research. Its AI is optimized to extract specific KPIs that aren't always found in standard financial tables—such as iPhone revenue for Apple or data center growth for NVIDIA. Beyond simple Q&A, FinChat offers advanced tools like a stock screener, financial modeling tables where you can adjust assumptions in real-time, and a "Super Investor" tracker that analyzes the portfolios of legendary investors like Warren Buffett or Michael Burry.
In terms of user experience, both tools utilize a chat-first interface. Compass feels more like a strategic advisor, providing high-level insights and competitive positioning. FinChat feels more like a "Bloomberg Terminal for the rest of us," offering a dense array of charts, tables, and direct links to source filings (auditability). FinChat also includes a customizable dashboard feature where users can track specific stocks and receive alerts on earnings events.
Pricing Comparison
- Compass Pricing: Currently, Compass is offered as a free resource by ICONIQ Growth. Users simply need to create an account to access the benchmarking data and the AI chatbot. This makes it an incredibly high-value tool for early-stage founders who need enterprise-grade data without the enterprise-grade price tag.
- FinChat Pricing: FinChat operates on a tiered subscription model:
- Free: 10 AI prompts per month and 5 years of annual financial data.
- Pro ($39/mo): 100+ prompts, 15 years of financial history, and access to earnings call transcripts.
- Max ($79/mo): Unlimited prompts, 20+ years of data, and advanced features like data export and custom KPI requests.