Danelfin alternative that shows its work instead of a score

The honest comparison

Danelfin is a serious piece of machine learning and it deserves the credit. Its AI Score rates a stock or ETF from 1 to 10 for the probability of beating the market over the next three months, and it gets there by crunching more than 10,000 features and 900 indicators for each name every day, spanning fundamentals, technicals, and sentiment, which is a scale no human process matches. It is systematic rather than emotional, it publishes historical scores back to 2017, and its plans run free, then Plus at $22 per month ($19 billed annually), Pro at $59 ($52 annually), and an Elite tier at $134 per month for API access, all checked in July 2026. If what you want is a daily, model-driven shortlist of stocks with the highest modeled odds of outperformance, Danelfin does that job well and you should keep it. The boundary is auditability and intent. The AI Score is a probability, not a reason: you can see that a stock rates 9 out of 10, but you cannot open the box, see why, or test that reasoning against your own holding period, and Danelfin advertises that its top-rated names have historically outperformed by a wide margin, which is a backward-looking claim no scoring system can guarantee forward. It is also a picker at heart, oriented to "which stocks should I look at," where many people actually need "is the idea I already have any good." Agenttrading answers that second question. You type the thesis the way you would say it, such as "hold NVDA above the 50-day moving average", and the bench extracts the testable rule, shows it to you before running, backtests it on 20+ years of split- and dividend-adjusted daily data with a 0.1% cost per trade assumed by default, summarizes the fundamentals with at least one risk flagged, and stamps an honest verdict: HELD UP, MIXED, or UNDERPERFORMED, including when your idea loses to simply holding. Every assumption is printed on the result, and there is no probability score to trust on faith. Plans run $19 to $129 per month. The two tools can sit side by side: let a scorer surface names, then bring the interesting ones to the bench and test them. Agenttrading executes no trades, connects to no brokerage, and sells no picks or signals. Past performance does not guarantee future results, and this is educational analysis only, never advice: you decide what the record means.

Past performance does not guarantee future results. For educational and informational purposes only. Not financial advice. Consult a licensed advisor.