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Artificial Intelligence & Compute

The AI compute and infrastructure complex — silicon, cloud and the platforms monetising it.

44 covered names · ranked by upside
Equity Research

Cirrus Logic Inc (CRUS)

BUY. 12-month probability-weighted target $134 (+21% vs spot). P/E Multiple explains 71% of Monte Carlo outcome variance.

CRUSEquity ResearchMonte Carlo
9 September 2026Rating: BUY · +28.8%
Equity Research

NXP Semiconductors NV (NXPI)

BUY. 12-month probability-weighted target $267 (+19% vs spot). P/E Multiple explains 75% of Monte Carlo outcome variance.

NXPIEquity ResearchMonte Carlo
9 September 2026Rating: BUY · +12.1%
Equity Research

Meta Platforms (META)

HOLD. 12-month probability-weighted target $580 (-5% vs spot). P/E Multiple explains 70% of Monte Carlo outcome variance.

METAEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · +10.3%
Equity Research

ON Semiconductor Corporation (ON)

BUY. 12-month probability-weighted target $88 (+24% vs spot). P/E Multiple explains 65% of Monte Carlo outcome variance.

ONEquity ResearchMonte Carlo
9 September 2026Rating: BUY · +8.4%
Equity Research

Rambus Inc (RMBS)

BUY. 12-month probability-weighted target $100 (+15% vs spot). P/E Multiple explains 84% of Monte Carlo outcome variance.

RMBSEquity ResearchMonte Carlo
9 September 2026Rating: BUY · +6.6%
Equity Research

Synaptics Incorporated (SYNA)

BUY. 12-month probability-weighted target $112 (+18% vs spot). P/E Multiple explains 62% of Monte Carlo outcome variance.

SYNAEquity ResearchMonte Carlo
9 September 2026Rating: BUY · +6.6%
Equity Research

Applied Materials Inc (AMAT)

BUY. 12-month probability-weighted target $624 (+32% vs spot). P/E Multiple explains 79% of Monte Carlo outcome variance.

AMATEquity ResearchMonte Carlo
9 September 2026Rating: BUY · +5.3%
Equity Research

Amkor Technology Inc (AMKR)

BUY. 12-month probability-weighted target $62 (+23% vs spot). Gross Margin explains 56% of Monte Carlo outcome variance.

AMKREquity ResearchMonte Carlo
9 September 2026Rating: BUY · +4.8%
Equity Research

Microchip Technology Inc (MCHP)

BUY. 12-month probability-weighted target $84 (+15% vs spot). P/E Multiple explains 78% of Monte Carlo outcome variance.

MCHPEquity ResearchMonte Carlo
9 September 2026Rating: BUY · +3.6%
Equity Research

KLA Corporation (KLAC)

BUY. 12-month probability-weighted target $249 (+32% vs spot). P/E Multiple explains 82% of Monte Carlo outcome variance.

KLACEquity ResearchMonte Carlo
9 September 2026Rating: BUY · +3.2%
Equity Research

Universal Display (OLED)

HOLD. 12-month probability-weighted target $81 (-1% vs spot). P/E Multiple explains 79% of Monte Carlo outcome variance.

OLEDEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · +2.1%
Equity Research

Qualcomm Incorporated (QCOM)

HOLD. 12-month probability-weighted target $177 (+2% vs spot). P/E Multiple explains 73% of Monte Carlo outcome variance.

QCOMEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · +1.7%
Equity Research

Allegro Microsystems Inc (ALGM)

BUY. 12-month probability-weighted target $47 (+28% vs spot). P/E Multiple explains 66% of Monte Carlo outcome variance.

ALGMEquity ResearchMonte Carlo
9 September 2026Rating: BUY · +1.6%
Equity Research

Qnity Electronics, Inc (Q)

BUY. 12-month probability-weighted target $153 (+24% vs spot). P/E Multiple explains 61% of Monte Carlo outcome variance.

QEquity ResearchMonte Carlo
9 September 2026Rating: BUY · +0.8%
Equity Research

Godaddy Inc (GDDY)

SELL. 12-month probability-weighted target $85 (-9% vs spot). P/E Multiple explains 76% of Monte Carlo outcome variance.

GDDYEquity ResearchMonte Carlo
9 September 2026Rating: SELL · -0.7%
Equity Research

Texas Instruments Incorporated (TXN)

HOLD. 12-month probability-weighted target $280 (+8% vs spot). P/E Multiple explains 79% of Monte Carlo outcome variance.

TXNEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -1.5%
Equity Research

Analog Devices Inc (ADI)

HOLD. 12-month probability-weighted target $380 (+5% vs spot). P/E Multiple explains 81% of Monte Carlo outcome variance.

ADIEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -2.5%
Equity Research

First Solar Inc. (FSLR)

HOLD. 12-month probability-weighted target $226 (+6% vs spot). P/E Multiple explains 70% of Monte Carlo outcome variance.

FSLREquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -2.8%
Equity Research

Lam Research Corp (LRCX)

HOLD. 12-month probability-weighted target $331 (+3% vs spot). P/E Multiple explains 71% of Monte Carlo outcome variance.

LRCXEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -5.3%
Equity Research

Skyworks Solutions Inc (SWKS)

HOLD. 12-month probability-weighted target $68 (-10% vs spot). P/E Multiple explains 64% of Monte Carlo outcome variance.

SWKSEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -5.4%
Equity Research

NVIDIA Corporation (NVDA)

SELL. 12-month probability-weighted target $199 (-12% vs spot). Revenue Growth explains 59% of Monte Carlo outcome variance.

NVDAEquity ResearchMonte Carlo
9 September 2026Rating: SELL · -6.2%
Equity Research

Akamai Technologies Inc (AKAM)

HOLD. 12-month probability-weighted target $114 (+8% vs spot). P/E Multiple explains 74% of Monte Carlo outcome variance.

AKAMEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -7.7%
Equity Research

Advanced Energy Industries Inc (AEIS)

HOLD. 12-month probability-weighted target $280 (-3% vs spot). P/E Multiple explains 62% of Monte Carlo outcome variance.

AEISEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -11.8%
Equity Research

VeriSign Inc (VRSN)

SELL. 12-month probability-weighted target $256 (-9% vs spot). P/E Multiple explains 90% of Monte Carlo outcome variance.

VRSNEquity ResearchMonte Carlo
9 September 2026Rating: SELL · -12.1%
Equity Research

MACOM Technology Solutions Holdings Inc (MTSI)

HOLD. 12-month probability-weighted target $269 (-2% vs spot). P/E Multiple explains 82% of Monte Carlo outcome variance.

MTSIEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -12.7%
Equity Research

Onto Innovation Inc (ONTO)

HOLD. 12-month probability-weighted target $278 (-1% vs spot). P/E Multiple explains 78% of Monte Carlo outcome variance.

ONTOEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -12.8%
Equity Research

MKS Instruments Inc (MKSI)

SELL. 12-month probability-weighted target $232 (-13% vs spot). P/E Multiple explains 74% of Monte Carlo outcome variance.

MKSIEquity ResearchMonte Carlo
9 September 2026Rating: SELL · -15.4%
Equity Research

Broadcom Inc (AVGO)

HOLD. 12-month probability-weighted target $360 (-2% vs spot). P/E Multiple explains 84% of Monte Carlo outcome variance.

AVGOEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -17.3%
Equity Research

Alphabet Inc. (GOOGL)

SELL. 12-month probability-weighted target $290 (-14% vs spot). P/E Multiple explains 87% of Monte Carlo outcome variance.

GOOGLEquity ResearchMonte Carlo
9 September 2026Rating: SELL · -19.2%
Equity Research

Monolithic Power Systems Inc (MPWR)

HOLD. 12-month probability-weighted target $1202 (-1% vs spot). P/E Multiple explains 80% of Monte Carlo outcome variance.

MPWREquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -21.8%
Equity Research

Entegris Inc (ENTG)

HOLD. 12-month probability-weighted target $133 (-6% vs spot). P/E Multiple explains 60% of Monte Carlo outcome variance.

ENTGEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -25.5%
Equity Research

Teradyne Inc (TER)

HOLD. 12-month probability-weighted target $358 (-4% vs spot). P/E Multiple explains 75% of Monte Carlo outcome variance.

TEREquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -26.1%
Equity Research

Marvell Technology Group Ltd (MRVL)

HOLD. 12-month probability-weighted target $211 (-6% vs spot). P/E Multiple explains 80% of Monte Carlo outcome variance.

MRVLEquity ResearchMonte Carlo
9 September 2026Rating: HOLD · -27.1%
Equity Research

Lattice Semiconductor Corporation (LSCC)

SELL. 12-month probability-weighted target $99 (-15% vs spot). P/E Multiple explains 81% of Monte Carlo outcome variance.

LSCCEquity ResearchMonte Carlo
9 September 2026Rating: SELL · -33.5%
Equity Research

Semtech Corporation (SMTC)

SELL. 12-month probability-weighted target $126 (-23% vs spot). P/E Multiple explains 68% of Monte Carlo outcome variance.

SMTCEquity ResearchMonte Carlo
9 September 2026Rating: SELL · -38.7%
Equity Research

Advanced Micro Devices Inc (AMD)

SELL. 12-month probability-weighted target $387 (-24% vs spot). P/E Multiple explains 76% of Monte Carlo outcome variance.

AMDEquity ResearchMonte Carlo
9 September 2026Rating: SELL · -40.3%
Equity Research

Silicon Laboratories Inc (SLAB)

At the current quote Silicon Laboratories Inc is trading rich to the engine's triangulated fair value (-31%). The business — Silicon Laboratories Inc., a factory-less semiconductor company, provides mixed-signal…

SLABEquity ResearchMonte Carlo
30 July 2026Rating: N/A · -44.9%
Equity Research

Sitime Corporation (SITM)

SELL. 12-month probability-weighted target $409 (-32% vs spot). P/E Multiple explains 83% of Monte Carlo outcome variance.

SITMEquity ResearchMonte Carlo
9 September 2026Rating: SELL · -45.4%
Equity Research

Intel Corporation (INTC)

SELL. 12-month probability-weighted target $47 (-55% vs spot). Gross Margin explains 57% of Monte Carlo outcome variance.

INTCEquity ResearchMonte Carlo
9 September 2026Rating: SELL · -57.2%
Equity Research

DigitalOcean Holdings Inc (DOCN)

SELL. 12-month probability-weighted target $62 (-51% vs spot). P/E Multiple explains 55% of Monte Carlo outcome variance.

DOCNEquity ResearchMonte Carlo
9 September 2026Rating: SELL · -62.0%
Equity Research

Micron Technology (MU)

SELL. 12-month probability-weighted target $309 (-67% vs spot). Revenue Growth explains 45% of Monte Carlo outcome variance.

MUEquity ResearchMonte Carlo
30 August 2026Rating: SELL · -69.0%
Single-name · Consumer Tech

AAPL: a real growth inflection — but the stock has already paid for it

iPhone +22%, China +30%, Services at a record. Real inflection — but triangulated fair value (~$279) sits just below spot. HOLD.

AAPLAppleConsumer TechAI
15 June 2026AAPL
Sector Research

ServiceNow: Institutional Investment Research

An evidence-governed research report on ServiceNow, evaluating the company's competitive positioning, AI integration strategy, and investment thesis.

ServiceNowNOWSaaSEnterprise Software
16 March 2026Sector Research
Macro & Strategy

The SaaSpocalypse & The HALO Trade

Two converging narratives are reshaping the investment landscape: the structural disruption of SaaS by AI agents, and the massive capital rotation toward Heavy Assets, Low Obsolescence companies. Five investment scenarios for 2026–2031.

SaaSpocalypseHALOAI DisruptionSaaS
12 March 2026Macro & Strategy
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