AI · alternatives · 2026
24 alternatives to Soros – AI for geopolitical macro investing
Hi HN! We are Anshuman and Karén, the co-founders of Lookback Labs and the co-designers of Soros (https://www.asksoros.com/). Soros is a compound AI system built carefully from the ground up to trace a path (multiple paths, really) from a description of a geopolitical event all the way to capital market implications. * Here's how we set it up: Given a description of a given geopolitical event (can be a couple of words; the demo literally has "US-Iran conflict" as the entire string), Soros will - (1) first analyze and perform deep research on it, running scores of searches in…
Soros is an AI system designed for geopolitical macro investors that analyzes geopolitical events and traces their implications to capital markets. Users input a geopolitical event description, and the system performs… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
- 1
OP here: I created this visualization tool as the byproduct of a supply chain class I taught at Columbia. The pedagogical exercise grew into a full blown visualization and paper about global oil trade. The model: The mechanics are the same as the financial network Eisenberg-Noe: Instead of banks, every country consumes oil interconnected via bilateral trading. Shocks propagate throughout the network, depleting oil reserves when bottleneck nodes (such as the Strait of Hormuz) are blocked. Insights: The interesting part is the mechanics of how the crisis unfolds: for example, France receives 0…
Jul 2026 · globaloilnetwork.staffinganalytics.io · its alternatives →
- 2
- 3
- 4
- 5
AI powered stocks, balance sheets, analyst report comparison
2024 · stockmarketgpt.co · its alternatives →
- 6
We’re thrilled to announce the launch of our AI-powered stock market analyst chatbot, designed to help you analyze stocks and gain valuable market insights with ease. Our intuitive conversational chat interface makes it simple for anyone to get started. Why You’ll Love It: Our AI Analyst uses a long-term value-growth investing strategy, similar to those employed by legendary investors like Warren Buffett, Mohnish Pabrai, Phil Town and Charlie Munger. It’s built to provide you with thorough, data-driven analysis to help you make informed investment decisions. Key Features: - Comprehensive…
2024 · decodeinvesting.com · its alternatives →
- 7
We created autonomous AI Agents that monitor the stock market for you while you go about your day. How it works: Tell our AI Assistant what you want to monitor, and it creates a project for our team of autonomous AI Agents. You'll get notifications (email + app) when significant events matching your criteria are detected. For short-term projects, you'll be notified when your analysis is ready. Behind the scenes: When you give the AI Assistant a request to monitor an entity (like a stock or group of stocks), an AI Project Manager plans the project and breaks the project down into manageable…
2024 · decodeinvesting.com · its alternatives →
- 8TI
Hey HN, For the past few years, I've been obsessed with trying to get AI to produce accurate trading signals. The main challenges I found with AI trading models are lack of consistency, context window bottlenecks, hard to backtest, and high cost. Asking ChatGPT "Should I buy Bitcoin today?" doesn't work well because the LLM doesnt have a set trading strategy to opperate from. In addition, the small context window makes it challenging to fit enough historical data into. Not to mention it gets very expensive as well. My solution is a hybrid approach. Instead of having the LLM make direct…
2025 · trend.fi · its alternatives →
- 9
Uncover Hidden Insights, Invest with Confidence
Jul 2026 · knowyourcompany.ai · its alternatives →
- 10
Leverage cutting-edge AI to unlock stock market intelligence
2025 · prolificalpha.ai · its alternatives →
- 11RA
2021 · researchfin.ai · its alternatives →
- 12
- 13
fn2.ai▲5Hi HN, I've been using LLMs for one-off market questions against a database of earnings transcripts since ~2025. In tech years that's a long time so as a Solo dev I built a platform around it and have been adding miscellaneous other financial tools and integrations. Backend infrastructure is super boring! PostgreSQL & ElasticSearch, with the data appropriately sharded and replicated across two regions. Some example requests: "What did NVIDIA say about data-center demand on its last call?" "Brief me on NVDA, AMD and AVGO before each market open" "Notify me when AAPL moves more than 5% in a…
Jan 2026 · fn2.ai · its alternatives →
- 14
- 15
Kairos GPT▲21A finance AI assistant built by Kairos Financial.
2023 · kairosgpt.com · its alternatives →
- 16
Rallies▲7Rallies is the AI research platform for investors. Connect brokers, banks, and physical assets, chat with your holdings, build agents that watch your portfolio 24/7, and follow hedge funds, politicians, and live AI trading agents. Full access is free with an account. $600M+ in connected assets.
2025 · rallies.ai · its alternatives →
- 17
FinQ Nexus▲14Turn SEC filings into investor-ready insights
Jun 2026 · nexus.harshitgola.com · its alternatives →
- 18
Local AI that finds patterns in geopolitical events
May 2026 · foresightlab.gumroad.com · its alternatives →
- 19
Bringing AI to your investing experience. Powered by GPT-4.
2023 · public.com · its alternatives →
- 20
AgentChain Marketplace — Discover, hire, and trade with AI agents on the AgentChain network.
Jun 2026 · agtchain.io · its alternatives →
- 21
- 22
Vertical AI to search, analyze, and forecast the economy
Jul 2026 · finfast.ai · its alternatives →
- 23
Smarter stock analysis using real data, not hype
Dec 2025 · osakedatax.fi · its alternatives →
- 24
Also compare
Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →