Niv Goren

I keep seeing people backtest with Claude/ChatGPT and it's painful to watch. LLMs will: → Invent price data to satisfy your prompt → Look into the future → Ignore survivorship bias → Make wrong assumptions about splits & adjustments They will make your backtest looks great but pnl will probably not follow. I built Kwants to fix this. It gives your LLM a real backtesting engine: • Downloads & cleans your Polygon data automatically • Enforces strict point-in-time data access • Ignores late prints • Runs fast with vectorization + caching • No hallucinations allowed at the infrastructure level No code required. Works with any LLM. Try it now: kwants.dev

@STHLMRaw Glad you like it

@hackertrader Really like that site, unusualbreakouts.com - extremely clean, soft and straight to the point. Great job!

@davetheone2050 Yes

@hackertrader really great insights. did you also took slippage and realistic commissions into account?

Crypto names getting some traction PM $RIOT $HUT $WULF $IREN $CIFR $MSTR $GLXY $HOOD $CRCL

@turntrader 🙏

@hackertrader This is awesome, and I love the watchlist. Thanks

@facundooliva MAs close together and breakout price close to 10ma

@hackertrader What are good tights for you, Niv?

@StillPoolTrades yes there was - not giving the exact numbers tho

@hackertrader Great post. Was there a maximum ADR% or ATR% from any of the MAs that you found worked best? Or a maximum distance between the 10 & 20 MAs to consider the price action to not be tight enough?

@TheMuteQuant what did you find?

@hackertrader Nice. Let me compare with my scans

Created unusualbreakouts.com Automatically generating momentum, growth (CANSLIM) and thematic lists for breakout trading. Momentum lists generation process is backtested since 2007. Filter for most liquid, highest ADR and tight bases for best candidates. Let me know what you think

@undGems @VaderTrader_ No idea actually maybe favorable conditions for mometum

@hackertrader @VaderTrader_ What happened on the market 1.10.2025?

@shortisnteasy Because it usually squeeze on my short

@hackertrader why do you hate them? Doesn't seem clear from this screenshot. Also CUE is a lot more than just a pipe story

This is why I hate PIPEs $CUE

@STHLMRaw stonkscapital.substack.com/p/modeling-kul…

@hackertrader Stupid question, how did you measure and set up thresholds for tightness?

Within the critical materials group $ALB and $UUUU looks tight and ready for the next move. My algo will probably add to both today. $SQM $SGML $UAMY $CRML $HBM $HYMC $ALM $AMPX $BE $AMSC $BW $GRC $CC $USAR

Algo bought some $UUUU over yest highs

@Preacher1010 If its tight consolidation

@hackertrader What are the yellow circle bubbles representing on the chart?

$TTMI I held this one through earnings. Have a 107.6 avg. so felt like I had some cushion. My backtest doesn't cut before earnings and results look good, but it can get really nasty sometimes. For people who trade breakouts - do you actually hold through earnings or cut before? @Peoplewish @RealSimpleAriel

@kelanfar Check it out, backtested swing watchlists unusualbreakouts.com

Long-term swing trading and investing is so radically different from day trading. It's a different skill. It looks like I need to put in another ten thousand hours into studying this craft. Using TC2000 and now got a Finviz subscription for scanning.

@lamartiny1982 Whats a good data source for Brazil?

@hackertrader Do you believe is possible to include other markets like Brazil ?

@i_manage_risk QM something forgot his name

@hackertrader Lol true 🤣🤣 A great man once said “Scams go up the most” Can you guess who?

$XNDU Thought it was a Chinese scam when it first showed up on my scans, but it trades ~ $100 M a day! Nice flag developing here, not extended from the 50d and above the 21 EMA. 5 stars!

@kinfo I think if you guys feature so many wheel traders you really need to show the assigned share open pnl. This guy might be legit you can see he realize every December but the other guys a bit more questionable..