Reading a Tapeline Score: a 10-minute walkthrough on $NVDA.

Most stock scanners give you a score and call it done. The score is the easy part — the hard part is knowing what it's actually telling you. Two stocks can both score 58, and one is a textbook setup while the other is a fundamentally strong name that the market hasn't priced in yet. The composite hides the difference; the factor breakdown shows it.

So here's the walkthrough I wish every scanner gave you: a real ticker, a real score, and what each of the six numbers underneath is telling you. We'll do NVDA — at the time of writing, it's sitting at a composite of 57.9 with the signal CONSTRUCTIVE. That's a 58 with three different stories inside it, and reading them all is the difference between an action and a watch.

Step 1 — Don't start with the composite

The composite is a summary. It's where most traders stop. It's where every other scanner stops too. The composite tells you "the data is roughly net-positive on this name" — and that's about it. Same number can come from a sleepy large-cap with strong fundamentals and a weak chart, or from a momentum name where the trend is on fire but the balance sheet is questionable. Same 58, two opposite trades.

So we ignore the headline for a minute and look at the six factors. The Tapeline radar shows them as a hexagon — six axes, one score for each factor (how the score works):

NVDA — composite 57.9 (CONSTRUCTIVE)

  Trend                41
  Relative Strength    32
  Fundamentals         55
  Smart Money          97
  Macro                65
  Momentum             87

Corrected 17 September 2026: this walkthrough described the Smart Money reading as accumulation and institutional buying. The factor reads corporate insiders' SEC Form 4 transactions, not institutional buying, and the way it is worked out today cannot produce a reading as high as the 97 shown here.

That's where the actual signal lives. Now we read it.

Step 2 — Look for the contradictions

Most scores tell a single story. Strong trend, strong RS, strong fundamentals — easy, the data points the same direction, you're in or out. NVDA doesn't do that. Look at the spread:

• Smart Money 97 — the factor was reading strong net insider buying.
• Momentum 87 — the price has been moving up fast lately.
• Trend 41 — but the longer trend hasn't caught up to that recent burst yet.
• Relative Strength 32 — and the stock is actually lagging the wider market.

That's a contradiction. Disclosed insider buying is strong. Short-term price is ripping. But the longer trend hasn't confirmed yet, and the wider market is running ahead of it. You read that as: the insider buying may be early to a move that hasn't fully started, OR it's catching a bounce inside a chop and the bigger trend won't cooperate. The score can't tell you which. You have to overlay your own read of where we are in the regime.

Step 3 — Use the macro factor to ground it

This is the factor most other scanners don't expose at all. NVDA's Macro 65 says the backdrop for the whole market is mildly supportive — every ticker on the board carries the same Macro reading at that moment. That matters. A 58 composite in a friendly regime reads very differently from a 58 composite during a vol shock; the latter is a "wait and see" and the former is closer to "this is a real setup the regime isn't fighting."

We show it on every stock so you don't have to remember to check.

Step 4 — Read the fundamentals factor like a quality filter

Fundamentals 55 on NVDA is the least interesting number in the row, which is itself informative. It says: this isn't a fundamentals trade. The company's own numbers sit in the "supportive but not the reason to be here" zone. If you're trading on a multi-quarter horizon, you'd want this number higher. If you're trading the next two weeks, 55 is fine — it's saying the name isn't fundamentally broken.

Step 5 — What the composite actually meant

So back to the headline number. 57.9 CONSTRUCTIVE on NVDA isn't "buy this." It's "the data is net-positive but split between leading and lagging factors, in a regime that's mildly helpful." What you do with that is your call; the score describes the data, it does not tell you to buy, sell or hold.

Every other scanner that gives you a "BUY" or a "7/10" hides this. The composite hides it too. The six-factor radar is what shows it.

The four things to take from this

1. The composite is a summary. The factor row is the signal.
2. Look for contradictions between Trend, RS, Smart Money, and Momentum — that's where the real read lives.
3. Check the Macro factor; the same composite in a calm market and a rough market is not the same trade.
4. Fundamentals is a quality filter, not a directional vote — use it to confirm the name isn't broken.

Run the same walkthrough on any ticker you care about at /t/<TICKER>. Every page shows the composite, the radar, the factor sub-scores, and the why sentence. If you want them all in one view ranked by score, the scanner is the home for that — Free gets scores for the top 10 rows plus 12 look-ups a day (unmetered for the first 24 hours), and an account is an email and a password; the 30-day Premium trial — that step takes a card, $0 charged that day — opens every row of the full universe with unlimited look-ups. Updated 15 September 2026: this paragraph used to call the scores "live" and the paid universe "real-time". On every plan, prices are delayed about 15 minutes (measured 14 September 2026).