Life & fun · alternatives · 2026
24 alternatives to BioTradingArena – Benchmark for LLMs to predict biotech stock movements
Hi HN, My friend and I have been experimenting with using LLMs to reason about biotech stocks. Unlike many other sectors, Biotech trading is largely event-driven: FDA decisions, clinical trial readouts, safety updates, or changes in trial design can cause a stock to 3x in a single day (https://www.biotradingarena.com/cases/MDGL_2023-12-14_Resmet...). Interpreting these ‘catalysts,’ which comes in the form of a press release, usually requires analysts with previous expertise in biology or medicine. A catalyst that sounds “positive” can still lead to a selloff if, for…
BioTradingArena is a benchmark tool for evaluating how well large language models can interpret biotech stock catalysts—events like FDA decisions and clinical trial results that drive significant price movements. It is… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
- 1
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 →
- 2
Biotech investment insights for retail traders
Dec 2025 · clinicalalpha.ai · its alternatives →
- 3
Hey HN! This has been my project for a few years now. I recently brought it back to life after taking a pause to focus on my studies. My goal with this project is to separate fluff from science when shopping for supplements. I am doing this in 3 steps: 1.) I index every supplement on the market (extract each ingredient, normalize by quantity) 2.) I index every research paper on supplementation (rank every claim by effect type and effect size) 3.) I link data between supplements and research papers Earlier last year, I took pause on a project because I've ran into a few issues: Legal: Shady…
Jan 2026 · pillser.com · its alternatives →
- 4
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 →
- 5
- 6
- 7
Read the Tape gives players the same 5 S&P500 stock charts per day to predict. You select low, medium or high confidence and then call the chart UP or DOWN. It's a 1d chart which then resolves over 5 days. Alpha is scored against the Monkey Index, a basket of 11 random coin flips at low confidence which provides a tangible win/lose condition. We're two weeks in and some interesting data is being kicked up. Players like to call tops even though stonks go up- 60% of the 70 charts so far resolve higher, players' down calls have only been right 31% of the time. There's a full stats dive at…
Jul 2026 · readthetape.cc · its alternatives →
- 8
- 9
Confidence-rated biotech catalysts for 1,600+ stocks — FDA & PDUFA dates confirmed to official sources, plus AI entry-timing and a public prediction track record.
Dec 2025 · catalystalert.io · its alternatives →
- 10
BIOS▲116AI Scientist for biomedical research - #1 on BixBench
Jan 2026 · chat.bio.xyz · its alternatives →
- 11
Congressional trading data is relatively commoditized, but I couldn't find any open-source version with the features I wanted. The data is lagged (median 28 days from trade to disclosure, and 19% miss this deadline), but there's still interesting patterns to explore. Repo: https://github.com/kadoa-org/congress-trading-monitor Let me know if you have any suggestions for improvements!
May 2026 · congress.kadoa.com · its alternatives →
- 12
- 13
Trade biotech with 100x leverage. High risk, moon rewards
2025 · 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 →
- 15IB
I've been working on nodes.bio - an interactive tool for visualizing biological networks and systems thinking. The tool features interactive network visualization powered by Cytoscape.js, with real-time graph editing and manipulation capabilities. It supports JSON import/export and provides a responsive design that works seamlessly on the desktop (mobile-friendly version coming later). The tech stack combines modern frontend technologies with robust backend architecture. The frontend uses Next.js 14 with TypeScript and Cytoscape.js for the visualization engine. The backend is built with…
2025 · nodes.bio · its alternatives →
- 16
Benchmark platform testing LLM models
Feb 2026 · daytradingbench.com · its alternatives →
- 17
SelfAssay▲10Replace guessing with grounded answers. Every claim cited, every cohort sized, every uncertainty named.
Jul 2026 · selfassay.com · its alternatives →
- 18AA
I have been working on this AI that analyzes earnings report line by line and highlights texts based on the sentiment Here is a direct link to some of the popular stocks' latest earnings analysed with AI Meta Platforms [ link in comments ] Apple, Inc. [ link in comments ] Tesla, Inc. [ link in comments ] The green highlights are positive, and the red ones you can see if you scroll are negative statements I also made a tab on top where you can see, individual statements made on margin, revenue, and growth Hope you guys find it helpful, I'm always happy to take feedback or any more data you…
2023 · its alternatives →
- 19IB
Hi HN, I'm a solo dev and for the last few months I've been building Hikaro, a tool to find statistically significant trading signals for [e.g., US equities, crypto, forex]. I built this to solve my own problem: I was tired of backtests that looked great on paper but failed in practice. Simple metrics like "win rate" can be misleading, so I wanted a way to quickly tell if a signal's performance was genuine or just noise. Hikaro ingests daily market data and runs statistical analysis on various trading signals. The goal is to surface signals with strong properties, like: Low p-value: Evidence…
2025 · hikaro.app · its alternatives →
- 20
Vibe Trading — agentic AI trading platform for Indian markets. 7 LLM analyst agents analyze stocks in parallel, debate bull vs bear, and deliver trade plans. Open-source agentic quantitative researcher for NSE/BSE/NFO. - hopit-ai/india-trade-cli
Apr 2026 · github.com · its alternatives →
- 21
Each date links to the SEC filing it came from. When a company changes its wording, we keep both versions. No forecasts.
5d ago · orionbiotechai.com · its alternatives →
- 22
Hi HN, A friend and I built a tool that tracks the number of open jobs on public companies’ career pages over time. The idea was simple: hiring changes might hint at internal shifts before they fully show up in earnings or headlines. So we started collecting the job counts and visualizing them against stock price and market cap. You can explore it here: https://jobstocks.ai It’s still very early, and we’re mainly trying to learn whether this data is actually useful for traders or analysts. Would love honest feedback on: whether the signal is interesting at all what’s missing from…
Mar 2026 · jobstocks.ai · its alternatives →
- 23
Hey HN, we’ve been working on Plancana, an AI-powered trading journal that helps traders track, analyze, and improve their performance across markets like forex, crypto, and stocks. It’s built for traders who want more than just a logbook—Plancana syncs with platforms like MetaTrader in real-time, uses AI to generate personalized trading plans, and even tracks your mood to tackle the emotional side of trading. We created Plancana because we noticed a gap in the market: most trading journals are just data dumps, leaving traders to figure out what went wrong (or right) on their own. Plancana…
2025 · plancana.com · its alternatives →
- 24
10 fundamental factors. One simple visual health profile.
Aug 2026 · stockdna.app · its alternatives →
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 →