Danelfin vs AltIndex
Danelfin scores stocks 1-10 from ~900 technical and fundamental indicators. AltIndex scores 1-100 from alternative data like Reddit, web traffic, and Congress trades. Here is how they actually differ and when to use each.
Danelfin vs AltIndex, feature by feature
| Feature | Danelfin | AltIndex |
|---|---|---|
| Data philosophy | AI Score from 1 to 10. A higher number means the stock has historically had a better risk-reward over the next ~3 months. The model reads roughly 900 technical, fundamental, and sentiment indicators per stock. | AI Score from 1 to 100, recalibrated daily. It is a weighted composite of alternative-data signals adjusted for sector and market conditions, not a price-action or balance-sheet read. |
| Where the signal comes from | Conventional market data: price/volume patterns, valuation and growth metrics, analyst sentiment. The kind of inputs a quant fund has used for years, packaged into one score. | Alternative data. Social sentiment from Reddit, X, StockTwits, TipRanks, YouTube and more; website traffic, app downloads and reviews, Google Trends; job postings and Glassdoor ratings; insider trades and U.S. Congress stock trades. AltIndex claims it processes 10,000+ data points per stock per day. |
| Score bands | Danelfin frames 8, 9, and 10 as its strongest buckets and publishes how each bucket performed in backtests. Most of the universe sits in the middle. | Per a Feb 2026 tradealgo review: 75-100 Strong Buy, 50-74 Neutral/Hold, 25-49 Caution, 1-24 Strong Sell. Treat the exact cutoffs as approximate; other summaries cite >70 bullish / <30 bearish. |
| Time horizon | Built around a roughly 3-month outperformance window. It is a medium-term tool, not an intraday one. | Optimized for swing and position trading. Signals update once a day, so AltIndex is explicitly not built for day trading (tradealgo, Feb 24 2026). Both tools land in the medium-term bucket. |
| Pricing | Paid tiers gate the higher AI Scores and stock coverage. Pricing moves, so check danelfin.com for the current numbers before you subscribe. | Free Starter plan (permanent, limited). Starter $29/month or $199/year. Pro $99/month or $499/year with API access and the AI chatbot. From altindex.com/pricing, fetched June 22 2026. "Cancel anytime before next billing cycle." No money-back guarantee stated on the pricing page. |
| Track record honesty | Danelfin's headline outperformance figures are backtested. Read their own disclaimer: past and backtested performance does not guarantee future results. | AltIndex cites a self-reported ~70-75% win rate over a 6-month horizon and roughly 18-25% annualized average return (tradealgo Feb 24 2026; third-party reviews). These are not independently audited and the official data page publishes no forward-looking accuracy figure. Data is backtestable to about 7 years. |
| Best fit | You want a single, clean medium-term score grounded in the technical and fundamental data quant desks already trust. | You want to see what is moving in the conversation: a stock catching fire on Reddit, a retailer whose app downloads are climbing, or a name Congress members are buying. |
Track record: backtested vs live
This is where you have to read the fine print on both sides. Danelfin's eye-catching outperformance numbers are backtested. That means the model was run against historical data to show what the strategy would have returned, which is not the same as money made in a live account. Danelfin says as much in its own disclaimer, and you should weight it accordingly.
AltIndex is in a similar spot but for a different reason. Its claimed ~70-75% win rate over a 6-month horizon and 18-25% annualized return are self-reported or repeated in third-party reviews (tradealgo, Feb 24 2026). The official altindex.com/alternative-data page does not publish an audited accuracy figure at all; the performance claims live in marketing and review copy. The underlying datasets go back about 7 years, so the backtest window is real, but nobody outside the company has verified the live results.
Neither tool here gives you the kind of independently tracked, publicly published live record that, say, Seeking Alpha Alpha Picks does. So treat both scores as research inputs with backtested pedigrees, date-stamp any return figure you quote, and never pair a return number with a benchmark from a different as-of date.
Who each one suits
These two are more complementary than competitive, and that is the honest framing.
Danelfin answers "is the underlying business and price structure in good shape" using the conventional indicator stack. AltIndex answers "what is the crowd and the alternative-data trail saying right now" using Reddit chatter, web traffic, job postings, and Congressional trades. Those are different questions.
If you trade medium-term swings and you only want one number, Danelfin is the tighter, more focused read. If you like to front-run attention and you want to see a name heating up before it shows in the fundamentals, AltIndex gives you signals the indicator stack simply cannot see. Some traders run both: use Danelfin to filter for quality, then check AltIndex to see whether the alternative-data momentum agrees. When a stock scores high on both for different reasons, that is a more interesting setup than either score alone.
What neither does is execute. Both stop at the score. That is the gap Pineify fills.
Where Pineify fits
A score tells you what to look at. It does not put the trade on the chart or define where you get out.
Once Danelfin or AltIndex points you at a name, you still have to decide the entry trigger, the stop, and the exit, and then watch the chart by hand. Pineify turns that last step into a TradingView strategy you can run. You describe the rule in plain English, for example "enter when price closes above the 50-day moving average and RSI is under 60, stop 2 ATR below entry," and Pineify generates clean Pine Script v6 you can paste into TradingView, backtest on the exact ticker, and attach alerts to.
So the workflow becomes: AltIndex or Danelfin surfaces the candidate, you write your entry and exit logic in Pineify, and TradingView handles execution and alerting. The scoring tools find the idea. Pineify makes it mechanical so you are not staring at the screen waiting for a setup that may never trigger.
From my experience
Here is how I actually combined them on a single name last month, with concrete signals. I started in AltIndex because I wanted to catch attention early. One mid-cap consumer stock had three things lining up: its AltIndex AI Score had climbed from the low 60s into the high 70s over two weeks, app downloads were trending up on the alternative-data page, and there was a fresh insider buy flagged. That is three distinct signals from three different data types, which is the whole point of the alternative-data approach. Then I cross-checked in Danelfin. Its AI Score on the same stock was a 7, not a 9, mostly held back on the fundamentals bucket. So the crowd and the alt-data were ahead of the fundamentals. That is a real signal, but a riskier one, so I sized the position smaller than I would have if both scores were maxed out. For execution I did not eyeball it. I wrote the rule in Pineify: enter on a daily close above the prior swing high with volume above its 20-day average, initial stop at 1.5 ATR, and trail the stop to breakeven once the trade was up 1 ATR. Pineify generated the Pine Script, I backtested it on that ticker over two years to confirm the logic was not nonsense, then set a TradingView alert on the entry condition. The score told me where to look. The strategy told me exactly when to act and when to leave.
Frequently asked questions
A score tells you what to buy. Pineify builds the how.
Danelfin hands you a number and leaves the execution to you. Pineify turns an idea into executable TradingView Pine Script you can backtest and run on your own chart, so the score becomes an actual entry, exit, and risk rule.