Commerce · alternatives · 2026
24 alternatives to Ontology
Track how macro shocks propagate across markets in real time
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

A live dashboard where you can watch GPT-4, Claude 3, and Gemini analyze market data and make daily stock trades with real money. Each AI explains its reasoning, and you can compare their different approaches to the same data. Link: https://trading.snagra.com?utm_source=hn (no signup required) What you can try right now: - Watch live trades from GPT-4, Claude 3, and Gemini - Read each AI's full analysis and reasoning - Compare their different interpretations of the same market data - Track their real-time performance and win rates - View historical trades and performance metrics…
2024 · trading.snagra.com · its alternatives →
- 3

The best investors don't ignore macro
2023 · portfoliopilot.com · its alternatives →
- 4

We just released an MCP server that lets Claude (or any MCP client) pull real-time and historical financial data: equities, options chains, crypto, FX, commodities, fundamentals, economic indicators, and 50+ technical signals. You can ask things like: “Plot NVDA’s RSI vs AMD’s over the past year.” “Show the yield curve shift since 2020.” “What are Apple’s recent earnings surprise trends? “Make a 3-statement model for ORCL.” Claude runs the requests, does the math, and returns the data or generates charts/models all inside the chat. Setup takes about a minute. You’ll need Claude Pro…
Nov 2025 · mcp.alphavantage.co · its alternatives →
- 5

Backstory: I wanted to play with intraday stock data but couldn't find a free dataset anywhere. IEXCloud [1] offers API access to 1-minute granularity intraday historical price data, but I was worried that it could get expensive or unwieldy to build up a substantial dataset via API calls. Plus, IEX gives out their raw data for free. I probably should have just used the IEXTools python library [2] to parse IEX's raw data dumps, but I was working on a Julia project, so it felt more thematically appropriate to build a new tool from scratch. I haven't been actively using InvestorsExchange.jl a…
2022 · github.com · its alternatives →
- 6

AI that reads your charts and the macro
Jul 2026 · macroviewmarket.com · its alternatives →
- 7
MarketAlerts.ai▲140AI analyst monitoring your stocks and pitching trade ideas
2025 · its alternatives →
- 8
Market Map▲108Explore the universe of publicly traded companies
2023 · marketmap.one · its alternatives →
- 9TT
Simulate anything on a map from a text prompt -- and conduct risk analysis against LiveUA map's global realtime data points from social media and news sources. I trained a GPT-2-size model on historical incident data used to predict things that will go wrong. As historian Benjamin Breen mentions, the leading language models are good historians, so the application will simulate historical events pretty well also. I include a Multi-Agent RL Urban Mobility model in progress displayed on the map as small white cubes representing traffic and pedestrians. Around SF, it uses real census data and…
2025 · mused.com · its alternatives →
- 10

Visualize and compare the impact of news events on industry share prices
2018 · scatterstocks.com · its alternatives →
- 11TC
Hello, I wanted to share with you all a interactive map of the economics and physics constraints of the AI buildout. It has macro drivers, industrial chokepoints, and where that shows up in markets. I've added 393 nodes and 562 edges to capture other supply / physics constraints as well. There's no sign up, and no pay wall, it's all free. Please let me know what you think!
Jun 2026 · atomprophet.io · its alternatives →
- 12

Our guest on this week’s podcast is Stephane Dubois of Xigni
2015 · tradestreaming.com · its alternatives →
- 13

5/6 · The workflow of a professional quant trading firm.
2016 · soundcloud.com · its alternatives →
- 14

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 →
- 15
TrendEdge▲25The Data Hedge Funds Pay Millions For - Now Yours
Jan 2026 · trendedgeai.com · its alternatives →
- 16

- 17BA
I’ve been experimenting with a graph-based approach to a classic trading problem: why most dip-buying strategies can’t tell the difference between a temporary overreaction and a genuine structural collapse. Most systems treat a −5% move the same regardless of context. My hypothesis was that where a company sits in the market’s structure matters more than the price move itself. The engineering idea I built a knowledge graph of the U.S. public markets with ~207k edges across ~21 relationship types, organized into four layers: Operational: supply-chain relationships (SUPPLIES_TO, PRODUCES)…
Dec 2025 · its alternatives →
- 18

I built an AI Market Pulse Widget that analyzes the day’s news and instantly shows the market sentiment and direction. It’s designed to be plug‑and‑play: just copy the embed code and drop it into your site or blog. Key features: AI‑driven sentiment analysis of daily financial news Clear market direction signals (positive, negative, neutral) Customizable design (colors, layout, size) to match your site Simple integration — works anywhere with a quick embed Free to use for bloggers, traders, and financial platforms Why it’s useful: Instead of manually scanning headlines, your visitors…
2025 · fxradar.live · its alternatives →
- 19
MacroMicro▲27Pro-level Financial Tools Made Accessible to All
2024 · en.macromicro.me · its alternatives →
- 20
MacroPulse▲20Hi HN, my friend Ivan and I are retail investors and consume financial news regularly. We both think the current finance news is unwatchable, filled with exaggerated titles, writer bias and anecdotal details, so we built MacroPulse to make the financial news app we want. MacroPulse aggregates financial news, and the AI creates a single concise summary with key points for every stock daily. If you want to know the details, you can click the key points, the AI will give you extensive details. With the new format, I hope we can save you time while making you learn more about the details.…
2025 · macropulse.co · its alternatives →
- 21
AuroraX▲2Cross-asset macro intelligence, explained clearly
May 2026 · aurora-x.app · its alternatives →
- 22

The Bloomberg of Technical Analysis - For Retail Traders
2025 · siriussignals.com · its alternatives →
- 23TA
I built TradeSight (https://tradesight.live) as a lightweight market risk indicator that combines real-time data with AI insights. The backend is written in Rust, with a vanilla JS frontend for maximum performance. It aggregates data from multiple sources (FRED API, Yahoo Finance) and uses Claude's API to provide detailed market analysis. Technical stack: - No login required - static page with hourly updates - Rust backend for efficient data aggregation - Vanilla JavaScript frontend for minimal overhead - Claude API integration for real-time market analysis - Data sources: FRED…
2024 · tradesight.live · its alternatives →
- 24

AI-driven time-series data visualization&rendering engine
Dec 2025 · github.com · its alternatives →
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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 →