Langfa.st vs. QuickData.ai

Langfa.st

Langfa.st is a fast and minimal playground for testing and refining AI prompts. It supports over 50 large language models, including OpenAI, Anthropic, Mistral, Cohere, Google, and others — all available instantly without setup. You can insert variables, use Jinja2 templating, and compare outputs across models. There’s no need to sign up or bring your own API keys — it works out of the box. Langfa.st was built to eliminate the friction of existing tools: complicated UIs, required credentials, or overpriced subscriptions. It gives AI teams and prompt engineers a clean, disposable space to experiment, debug, and iterate — all in one tab. Free to use. You only pay if you need more volume or power features.

QuickData.ai

QuickData.ai: Excel Add-In for Automated Multifamily Real Estate Data Extraction QuickData.ai extracts data from rent rolls, T12 statements, and offering memorandums directly into Excel underwriting models. This AI for multifamily real estate eliminates manual data entry for acquisitions teams, brokers, and lenders. Features: Automated rent roll parsing, T12 parsing, Excel integration, unit-level data extraction, one-click processing. Benefits: Saves 15 hours monthly, analyzes deals in minutes, eliminates manual errors, handles increased volume. Target Users: Acquisitions teams, commercial real estate brokers, lenders, accounting firms. Use Cases: Multifamily real estate underwriting, AI in commercial real estate. Technical: Excel add-in, PC compatible, processes PDF and Excel formats, works with existing models in Excel. QuickData.ai automates manual tasks using AI for commercial real estate professionals.​​​​​​​​​​​​​​​​

Reviews

Reviews

Pros
ItemVotesUpvote
Works without login or API key1
Supports 50+ models out of the box1
Built-in support for variables and Jinja2 templating1
Instant response, no setup required1
Clean and distraction-free UI1
Cons
ItemVotesUpvote
No custom API key support (yet)1
Not ideal for running complex multi-turn chats1
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