April 26, 2026
Stonks vs. the Comments
Show HN: A free ESG stock screener that publishes its losses and methodology
Transparency praised, backtests grilled, and the UI gets called ‘slop daddy’
TLDR: A free ESG stock screener touts huge backtested gains and promises full transparency on losses and methods. Commenters love the honesty but slam ESG and stock picking, mock the design, and question whether the signals are recycled and biased by a long bull run—demanding real-time proof.
A free ESG stock screener showed up bragging about a time‑travel test from 2018 that would’ve trounced the S&P 500 (+599% vs +185%), while promising to “publish its losses” and explain how it works. Cue the fireworks. The crowd loved the honesty—one user said the “publishes its losses” line made them click—and saluted the detailed methodology as content that survives AI summaries. But the applause stopped there. Skeptics pounced on ESG (environmental, social, governance) investing itself: is it just feel‑good finance that leaves money on the table? Others torched the whole idea of beating the market, calling stock picking a gambler’s fantasy, and roasted the site’s backtests as bull‑market cosplay. One commenter even suspected the playbook came from an AI assistant: think fancy‑sounding signals institutions used years ago, now with little edge. Meanwhile, the design caught strays—“0/10… slop daddy slop”—and a linked report showing “No growth met the screening criteria” had people laughing that it perfectly sums up today’s economy. In short: transparency got a standing ovation, but claims of market‑crushing signals met a wall of “show me in real time.” The vibe? Equal parts fintech launch and roast battle, with the comment section as the main event.
Key Points
- •A free ESG stock screener highlights transparency by publishing losses and methodology.
- •It presents a historical example from May 15, 2018, to illustrate how the screener would have selected stocks.
- •Screening uses signals labeled Growth ($5–$20) and Momentum ($20–$100), with an industry and score component.
- •An equal-weighted 8-stock portfolio ($100 each) from that screen shows +599% vs. S&P 500’s +185% over the same period.
- •The article stresses disclaimers: past performance is not indicative, returns are split-adjusted, and results are not investment advice.