Stocks to watch this week: what the accounts we track are focusing on.
The names the finance X accounts, subreddits and newsletters we track leaned in on hardest last week, with the numbers behind each one.
Public data, scored. Not financial advice, do your own research.
Penguin Solutions
PENG · 83 mentions · 73 : 14
New to the most mentioned list this week. Strong signal score of 80.
#1 to watch · week of Oct 12, 2026
Nebius
NBIS · 80 mentions · 85 : 10
Mentions up 33% on the week. 85% of posts were bullish. Strong signal score of 82.
#2 to watch · week of Oct 12, 2026
AMD
AMD · 125 mentions · 66 : 16
New to the most mentioned list, with mentions at least doubled.
#3 to watch · week of Oct 12, 2026
Stocks to watch, week of October 12, 2026
Going into the week of October 12, 2026, the accounts we track leaned in hardest on PENG, NBIS and AMD. Micron (MU) was the most talked about name, with 217 mentions.
| # | Ticker | Company and why it is here | Mentions | Week before | Bull : Bear | Score |
|---|---|---|---|---|---|---|
| 1 | PENG | Penguin SolutionsNew to the most mentioned list this week. Strong signal score of 80. | 83 | ≤ 60 | 73 : 14 | 80 |
| 2 | NBIS | NebiusMentions up 33% on the week. 85% of posts were bullish. Strong signal score of 82. | 80 | 60 | 85 : 10 | 82 |
| 3 | AMD | AMDNew to the most mentioned list, with mentions at least doubled. | 125 | ≤ 60 | 66 : 16 | 75 |
| 4 |  MU | MicronThe most talked about stock of the week. Mentions down 50% on the week. | 217 | 435 | 56 : 30 | 79 |
| 5 |  ADBE | AdobeNew to the most mentioned list this week. Weak signal score of 39. | 92 | ≤ 60 | 59 : 35 | 39 |
| 6 |  SPCX | SpaceXNew to the most mentioned list this week. | 82 | ≤ 60 | 51 : 32 | 76 |
| 7 |  NVDA | NvidiaMentions down 20% on the week. | 146 | 182 | 67 : 23 | 72 |
| 8 |  TSLA | TeslaNew to the most mentioned list this week. A member of Congress disclosed a purchase on Oct 7. Bulls and bears nearly even. | 85 | ≤ 60 | 46 : 35 | 61 |
Mentions counted October 5 to 11, 2026, scores as of Oct 12, 2026. A snapshot of what the accounts we track are talking about, not a list of stocks to buy. Public data, scored. Not financial advice, do your own research.
How the list is built
Every name comes from our weekly most mentioned board, so it already has real volume among the accounts we track. We rank each one on three things: how fast its mentions grew, how bullish the posts were, and its 0 to 100 signal score, which gives more weight to accounts with a better track record (the best are on our leaderboard). Recent insider buys and Congress trades are noted under the name. A low count means thin coverage among the accounts we track, not that nobody is talking about the stock.
Mentions
998
NVIDIA Corporation
NASDAQ:NVDA · $205.56 +0.34%
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This page changes once a week. The Quantral app ranks posts from the same accounts every day and gives each company a 0 to 100 score with a plain-English reason. Open any name to read the posts behind its score and see how the accounts making the call have done before.
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Questions, answered
We start from the names the accounts we track mentioned most in the week that just ended, so every name here already has real volume behind it. Each one is then ranked three ways: how fast its mentions grew against the week before, how far bullish posts outnumber bearish ones, and its 0 to 100 signal score. The three ranks are added up and the lowest total leads. The most mentioned name of the week always stays on the list.
Once a week, every Monday, when the week that just ended is added to our weekly mention board. Between Mondays the list stays as it is, dated to its as-of date.
No. It shows where the conversation among the accounts we track is heading, not what anyone should buy. A name can be here because bears are loud about it. Public data, scored. Not financial advice, do your own research.
It is the reason the name made the list, written from the numbers only: how its mentions moved week over week, a lopsided bull or bear split, a signal score at either end of the scale, and any insider purchase or Congress trade filed in the two weeks before the as-of date.
In the Quantral app. This page is a weekly snapshot; the app ranks the same accounts’ posts every day, with the score, the reason behind it and the posts it came from for each company.
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Public data, scored. Not financial advice, do your own research.