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CommonQuant.ai Research
AI-generated trading idea · NEUTRAL · AMD, AVGO, IBM, IQ, LRCX, META, NVDA, PEP, QCOM, TXN

## Session overview LRCX led the after-midnight gainers, rising about 6.98%, followed by TXN up roughly 3.29%, AVGO higher by approximately 2.97%, AMD gaining about 2.70%, and NVDA adding roughly 1.34%. On the downside, IQ dropped about 8.18%, with QCOM l

## Session overview LRCX led the after-midnight gainers, rising about 6.98%, followed by TXN up roughly 3.29%, AVGO higher by approximately 2.97%, AMD gaining about 2.70%, and NVDA adding roughly 1.34%. On the downside, IQ dropped about 8.18%, with QCOM lower by roughly 5.82%, IBM down approximately 3.45%, PEP slipping about 2.93%, and META easing roughly 2.43%. ## Compared with previous session In the prior night's edition, INTC led gainers with a roughly 7.67% rise, followed by AMD up about 6.36%, ORCL higher by approximately 5.19%, TJX gaining around 3.02%, and NVDA adding roughly 2.54%, while TMUS dropped about 5.57%, CMCSA fell roughly 3.46%, CRM slipped approximately 2.90%, VZ eased about 2.87%, and BA declined around 2.46%. In the current session, LRCX took the top gainer spot at ab

Idea

## Session overview LRCX led the after-midnight gainers, rising about 6.98%, followed by TXN up roughly 3.29%, AVGO higher by approximately 2.97%, AMD gaining about 2.70%, and NVDA adding roughly 1.34%. On the downside, IQ dropped about 8.18%, with QCOM lower by roughly 5.82%, IBM down approximately 3.45%, PEP slipping about 2.93%, and META easing roughly 2.43%. ## Compared with previous session In the prior night's edition, INTC led gainers with a roughly 7.67% rise, followed by AMD up about 6.36%, ORCL higher by approximately 5.19%, TJX gaining around 3.02%, and NVDA adding roughly 2.54%, while TMUS dropped about 5.57%, CMCSA fell roughly 3.46%, CRM slipped approximately 2.90%, VZ eased about 2.87%, and BA declined around 2.46%. In the current session, LRCX took the top gainer spot at ab

Advanced Analysis — institutional-depth research report

Verdict: wait for the daily close to confirm the only live setup

The verdict: wait for the daily close to confirm. The strongest case for this idea is the completed backtest evidence — a 252.5% return across 65 trades with a 64.6% win rate on the LRCX leg over five years — plus genuinely improving fundamentals at LRCX, AMD, and IBM, where net margins climbed several points quarter over quarter. The strongest case against is that insiders were net open-market sellers across every name in filings for the period ended June 30, 2026 (NVDA roughly -$565M, AVGO -$283M, AMD -$176M), and QCOM's net margin collapsed from about 69.5% to 20.1% in the June 2026 quarter. The single fact that would flip the verdict is a QCOM daily close holding above its 200-day EMA near $178 with RSI below 45, which turns the only live setup into an actionable entry at roughly 2-to-1 reward-to-risk. Backtest conviction is tempered by a 31.9% maximum drawdown and coarse exit fills, so the setup is tradable but only at the stated sizing.

Conviction score breakdownComposite score computed by the server from the applicable evidence-tier dimensions.
MeasureValue
Thesis support60/100
Trade readiness40/100
Risk quality45/100
Backtest evidence62/100
Fundamentals trend58/100
Score53/100
Composite Score53/100
Evidence Tierbacktested
Decision scenariosBull, base, and bear cases synthesized from the cited evidence tier. Likelihoods are rounded evidence-weighted judgments, not statistically calibrated forecasts.
MeasureValue
Evidence Tierbacktested

Trade now: one name in range, one 0.9% away

The setup is a long rotation across six semiconductor names — LRCX, AMD, NVDA, AVGO, TXN and QCOM — that triggers when a stock closes above its 200-day EMA while its RSI sits below 45 and trend strength (ADX above 20 and 18) confirms direction. Exits are defined mechanically: a stop at 2.5% on the position, a take-profit at 5.0%, an overbought RSI exit above 70, plus resistance and support triggers. That makes the effective reward-to-risk about 2-to-1 on every entry, with no single name above roughly 16.7% of the book. On the live intraday read, QCOM at $178.01 is the only name where every entry condition reads as met — price is a hair above its EMA of about $178, RSI is 28.4, and trend strength is 30.3. Note the strategy evaluates these conditions on daily closing bars, so an intraday 'met' only becomes a confirmed entry if it holds through the close. Wait concretely means: do not chase QCOM until the daily close confirms all four conditions; treat TXN at $270.85 as next in line, just 0.9% below its EMA of about $273.24 with RSI already at 25.3 and trend strength at 23.4. AMD and NVDA are the opposite problem — RSI at 81.7 and 78.7 is far above the below-45 requirement, and NVDA's RSI is already past the 70 exit threshold, so there is no entry to take today on either. AVGO and LRCX fail on trend structure, trading about $28.18 and $41.83 below their 200-day EMAs respectively, despite deeply oversold RSI readings of 14.3 and 6.1 — those are watchlist, not action. On evidence: this ruleset is backtested, and the completed five-year daily backtest on the LRCX leg produced a 252.5% return across 65 trades with a 64.6% win rate and a 31.9% maximum drawdown; the 24- and 12-month windows showed 78.8% and 37.4% returns with win rates of 69.2% and 60.0%. The backtest fills exits on bar triggers rather than intrabar data, so treat the reported drawdown and win rate as coarse. Separately, no robust nearby parameter setup was established for this publication — the sensitivity evaluation ran without a recommendation — so trade the published rules exactly as written rather than tweaking thresholds. Position sizing is fixed-risk at 2.52% of capital per trade, which is what makes the 2.5% stop survivable at the stated sizing. The action plan for today: monitor QCOM into the daily close — a confirmed close with price above roughly $178, RSI below 45, and trend strength above 20 is a valid entry at the stop/target above. If QCOM slips back below its EMA, stand down and shift focus to TXN, which needs only a modest push back above about $273.24 to put all conditions in range. Everything else requires either a pullback in RSI (AMD, NVDA) or a trend repair (AVGO, LRCX) before any entry is live.

AMD price and trigger mapUses the idea timeframe and keeps price levels on the price axis.
MeasureValue
TickerAMD
Timeframe1h
AVGO price and trigger mapUses the idea timeframe and keeps price levels on the price axis.
MeasureValue
TickerAVGO
Timeframe1h
IBM price and trigger mapUses the idea timeframe and keeps price levels on the price axis.
MeasureValue
TickerIBM
Timeframe1h

Fundamentals Are Catching Up to the Rally Names

The strongest argument for the long side of this cluster is that the recent margin trend across the top gainers is genuinely improving, not just price momentum. LRCX's gross margin climbed from roughly 49.8% in the quarter ended March 2026 to 51.7% in the quarter ended June 2026, with net margin rising to about 33.9% and operating margin to about 37.4% in the latest quarter. AVGO's gross margin moved up to roughly 69.5% in the quarter ended May 2026, and AMD's net margin jumped nearly six and a half points quarter over quarter to about 19.9% in the June 2026 quarter, alongside gross and operating margin gains. On a full-year basis AMD grew revenue about 34.3% year over year to $34.6B and delivered roughly $6.7B in free cash flow, sitting near the top of its Information Technology peer group on cash generation. Backtest evidence supports treating this group as a coordinated rotation rather than a one-off pop. Over a 60-month daily window the strategy returned about 252.5% on LRCX with roughly a 64.6% win rate across 65 trades, and even over the trailing 12 months it returned about 37.4% on LRCX with a roughly 60% win rate over 20 trades. The fact that LRCX, TXN, AVGO, AMD, and NVDA moved up together in the latest session, while defensive names like PEP and IQ lagged, fits the historical pattern of semis leading risk-on rotations. News flow also leans supportive. Jim Cramer flagged Broadcom as potentially too cheap to ignore on Yahoo Finance, and CNBC reported unusually bullish options activity tied to the AI trade rebound on September 18. Meta's move toward becoming a mega cloud operator, per Yahoo Finance, points to sustained hyperscaler spending that benefits the entire chip supply chain represented here. The key question for the bull case is whether the improving Q2 2026 margins can sustain once Q3 earnings arrive, given that LRCX's forward multiple will reflect that latest print rather than the prior weaker quarters.

IQ Gross marginGross margin trend from CommonQuant fundamentals/XBRL data; +1288.4% from first to latest point.
MeasureValue
2016-12-31-0.017725441465277533%
2017-12-31-0.000472599527573101%
2018-12-31-0.08578528750458107%
2019-12-31-0.04672366026857299%
2020-12-310.06135963785162196%
2021-12-310.09952290524115966%
2022-12-310.2303034382597225%
2023-12-310.27516250780489665%
2024-12-310.24881432604341683%
2025-12-310.2106514009620243%
Latest Value0.2106514009620243%
Change Pct1288.4127195064257%
TickerIQ
Timeframereported periods
AVGO Operating marginOperating margin trend from CommonQuant fundamentals/XBRL data; +771.2% from first to latest point.
MeasureValue
2016-10-30-0.030891238670694866%
2017-01-290.12225175163082871%
2017-04-300.11766118381558412%
2017-04-300.11312649164677804%
2017-07-300.12726704190118823%
2017-07-300.14519381581895585%
2017-10-290.13444091630755273%
2018-02-040.1770227144734372%
2018-05-060.20733004545014988%
Latest Value0.20733004545014988%
Change Pct771.1613207237126%
TickerAVGO
Timeframereported periods
AMD sector percentile checkRanks AMD against 791 companies in its sector using CommonQuant fundamentals.
MeasureValue
Free cash flow99.1150442477876th percentile
Revenue growth (YoY)77.53807106598984th percentile
Operating margin76.93208430913349th percentile
Rnd Intensity67.29377713458756th percentile
TickerAMD
SectorInformation Technology
Peer Count791

What Could Break This Group Trade

The most uncomfortable number in the filings is insider selling. Across all ten names, insiders were net sellers on the open market during the period ended June 30, 2026, totaling roughly $1.4B in combined value. NVDA insiders alone offloaded about $565M, AVGO about $283M, and AMD about $176M. When the people closest to the business are reducing exposure while the public narrative is euphoric, that is a real signal worth weighing against the price momentum argument. Valuation and drawdown risk are also material. LRCX traded up about 7% in the latest session on what appears to be sentiment rather than new information, and the backtest shows a maximum drawdown of about 31.9% on the 60-month LRCX pair, which is substantial downside risk even within a winning strategy. The exit rules depend on RSI, which can whipsaw in choppy conditions — a 12-month window only captured 20 trades versus 65 over 60 months, so trade frequency varies wildly with regime. QCOM is the weakest link in the group. Its net margin collapsed from about 69.5% in the March 2026 quarter to roughly 20.1% in the June 2026 quarter — a swing of nearly 49 percentage points — while operating margin dropped from about 21.8% to 16.3%. That deterioration undercuts the "semis are broadly improving" narrative and raises the question of whether QCOM's inclusion is momentum-chasing rather than fundamentals-driven. META is the odd one out here. Its net margin fell nearly 21 and a half points quarter over quarter to about 26.1% in the June 2026 quarter, operating margin dropped almost 10 points, and ROE fell nearly 5 points to about 6.1%. That profile is inconsistent with the strength in the semiconductor names, and including META in a bullish chip cluster introduces a fundamental mismatch. PEP and IBM are similarly defensive names that dragged on the session — if rate expectations shift hawkish, these higher-multiple growth names are more exposed to multiple compression than their fundamentals alone justify.

Backtested stress-test readShows the backtested sample behind the bear-case risk discussion.
MeasureValue
Return252.48437121069557%
Win rate64.61538461538461%
Max drawdown31.898714961509057%
Trades65 count
Timeframe60 months

Company context

### AMD **Ownership and insiders.** For the period ending 2026-06-30, 20 reporting holders were counted holding 8886652 reported shares. Insider filings indicate net open-market selling, netting US$-176175867.7. Coverage: Deadline Passed. **Management.** Dr. Lisa T. Su Ph.D. is identified as chief executive. Dr. Lisa T. Su Ph.D. is listed as Chair, President & CEO, with reported total pay of US$4.5M for fiscal 2025. Source: [Yahoo Finance quoteSummary](https://finance.yahoo.com/quote/AMD/profile), retrieved 2026-09-19T04:07:47.03+00:00. **Dividends.** The provider's ten-year corporate-action history contains no cash dividend payments. Source: [Yahoo Finance corporate actions](https://finance.yahoo.com/quote/AMD/history?filter=div), retrieved 2026-09-19T04:07:47.03+00:00. **Fundamental changes.** Latest reported comparisons: - Gross margin: 53.7% for Q2 ending 2026-06-27 versus 52.8% for Q1 ending 2026-03-28 (+0.9 percentage points) · quarter over quarter - Net margin: 19.9% for Q2 ending 2026-06-27 versus 13.4% for Q1 ending 2026-03-28 (+6.4 percentage points) · quarter over quarter - Operating margin: 17.2% for Q2 ending 2026-06-27 versus 14.3% for Q1 ending 2026-03-28 (+2.9 percentage points) · quarter over quarter - Return on equity: 3.4% for Q2 ending 2026-06-27 versus 2.1% for Q1 ending 2026-03-28 (+1.3 percentage points) · quarter over quarter - Shares Outstanding: 1.6B shares for Q2 ending 2026-06-27 versus 1.6B shares for Q1 ending 2026-03-28 (+0.1%) · quarter over quarter Source: Reported company financial data. Comparisons use consecutive reported periods at the same cadence and compatible units. Relative percentage changes require a positive baseline; rate changes are expressed in percentage points. **Unavailable comparisons.** - Debt to equity: The latest period's value is unavailable. - Free cash flow: The statement currency is unavailable or uses an unsupported unit. - Net Income: The statement currency is unavailable or uses an unsupported unit. - Operating Cash Flow: The statement currency is unavailable or uses an unsupported unit. - Revenue: The statement currency is unavailable or uses an unsupported unit. ### AVGO **Ownership and insiders.** For the period ending 2026-06-30, 26 reporting holders were counted holding 13298254 reported shares. Insider filings indicate net open-market selling, netting US$-283323409.82. Coverage: Deadline Passed. **Management.** Mr. Hock Eng Tan is identified as chief executive. Mr. Hock Eng Tan is listed as President, CEO & Executive Director, with reported total pay of US$2.9M for fiscal 2025. Source: [Yahoo Finance quoteSummary](https://finance.yahoo.com/quote/AVGO/profile), retrieved 2026-09-19T04:07:47.03+00:00. **Dividends.** Trailing twelve-month distributions total USD 2.54 per share; the latest observed…

Scores

  • Conviction score breakdown: 53
  • Thesis support: 60
  • Trade readiness: 40
  • Risk quality: 45
  • Backtest evidence: 62
  • Fundamentals trend: 58

Watch items

  • QCOM — QCOM close vs EMA (200)
  • QCOM — QCOM close vs EMA (200)
  • TXN — TXN close vs EMA (200)
  • NVDA — NVDA RSI (14)
  • AMD — AMD RSI (14)
  • AVGO — AVGO close vs EMA (200)
  • LRCX — LRCX close vs EMA (200)
  • NVDA — Insider open-market net activity
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Key details

AMDAVGOIBMIQLRCXMETANVDAPEPQCOMTXN1h#canonical-demand#cluster-version:1#direction:neutral#entity-kind:instrument#entity:AMD#entity:AVGO#entity:IBM#entity:IQ#entity:LRCX#entity:META#entity:NVDA#entity:PEP#entity:QCOM#entity:TXN#horizon:short_term#intent:research#symbol:AMD#symbol:AVGO#symbol:IBM#symbol:IQ#symbol:LRCX#symbol:META#symbol:NVDA#symbol:PEP#symbol:QCOM#symbol:TXN

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