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Stocks · Archetype

Second-order beneficiary · 66 research notes

Stocks classified as Second-order beneficiary: 66 stocks, each with a dated research note: thesis, kill line and next catalyst.

All 66 have a dated research note with a published kill line: the note's own test, stated in advance, of what would prove it wrong: a price level, a business fact, or both.

All stocks
APPNAppianMedium Appian's third-quarter 2026 revenue rose 25% to $234.6 million and full-year guidance went up again, giving the shares a modest edge over the S&P 500; the fourth-quarter report, expected around 18 February 2027, shows whether cloud…AI enterprise softwarewritten · catalyst ZETAZeta Global HoldingsMedium Zeta Global's shares hold a modest edge over the S&P 500 after the company beat its third-quarter guide and raised 2026 revenue guidance to $1.853 billion–$1.857 billion on 9 November 2026; the fourth-quarter report, expected in February…Ad tech & digital advertising · AI enterprise softwarewritten APPAppLovinMedium AppLovin's third-quarter 2026 revenue rose 55% to $2.185 billion and put growth back on track. The fourth-quarter report, expected around February 2027, shows whether its partly rolled-out ad models hold growth above the guided 43–44%.Ad tech & digital advertisingwritten CEGConstellation EnergyMedium Constellation Energy's third-quarter beat and raised $12.50–$12.80 guidance make its shares modestly more likely than not to beat the S&P 500; whether data-center limits spread into its mid-Atlantic states and the February report settle it.Nuclear & uranium · Industrial power & gridwritten DUOLDuolingoMedium Duolingo's shares have a modest edge over the S&P 500 because daily user growth reaccelerated to 29% while 2026 guidance rose; the February 2027 report decides whether those users lift bookings growth above this year's 12%.written · catalyst FPSForgent Power SolutionsMedium Forgent Power Solutions is modestly more likely than not to beat the S&P 500 over three months, after beating guidance and guiding fiscal second-quarter revenue to $560–590 million on 12 November 2026; the mid-March 2027 report settles…Industrial power & grid · AI datacenter infrastructurewritten GTLBGitLabMedium GitLab's case is that Flex, its usage-based pricing for AI coding agents, lifts fiscal Q3 revenue above the $281–$283 million guidance. The fiscal Q3 report, expected about 1 December 2026, settles it.AI enterprise softwarewritten KVYOKlaviyoMedium Klaviyo's third-quarter revenue beat, raised 2026 guidance and new $300 million buyback make its shares modestly likely to beat the S&P 500. Fourth-quarter revenue against the $421–425 million guide and the first 2027 outlook settle it.AI enterprise softwarewritten · catalyst MAXMediaAlphaMedium MediaAlpha's shares are modestly more likely than not to beat the S&P 500 over three months because insurers keep raising ad spending on its marketplace, shown by its 28 October 2026 beat and an 84% rise in home ad spend. The…Fintech, payments & creditwritten PCORProcore TechnologiesMedium Procore Technologies' third-quarter beat and raised 2026 outlook give the shares a modest edge over the S&P 500 even after a 29.1% three-month rise; the fourth-quarter report, expected around February 2027, settles whether growth and the…AI enterprise softwarewritten SDGRSchrodingerMedium Schrödinger's software revenue returned to growth and its full-year contract-value guidance rose to $222–232 million, giving the shares a modest edge over the S&P 500. The fourth-quarter report, expected around late February 2027, settles…Precision biotech & therapeutics · AI enterprise softwarewritten · catalyst SHOPShopifyMedium Shopify's growth case holds after its third-quarter 2026 report, with revenue up 32% and low-thirties fourth-quarter guidance, though merchant sales growth slowed to 29%. The holiday sales tally around 1 December 2026 and the February 2027…AI enterprise softwarewritten TLNTalen EnergyMedium Talen Energy's new seven-year Ohio capacity sale and its 2027 guidance of $2.5–2.85 billion adjusted EBITDA make the shares modestly more likely than not to beat the S&P 500. PJM's December 2026 capacity auction will test whether…Industrial power & grid · Nuclear & uraniumwritten · catalyst TXNTexas InstrumentsMedium Texas Instruments' analog upturn, driven by data-center demand and pricing that lifted third-quarter 2026 revenue 28%, gives the shares a modest edge over the S&P 500. The late-January 2027 report, measured against the $5.80–6.30 billion…Analog semiconductors · AI datacenter infrastructurewritten · catalyst VEEVVeeva SystemsMedium Veeva Systems is modestly more likely than not to beat the S&P 500, after it said its fiscal third quarter would meet or exceed guidance and ten analyst firms raised targets; the 3 December 2026 report shows whether revenue clears $932–935…AI enterprise softwarewritten · catalyst VSTVistraMedium Vistra Corp. shares lean toward beating the S&P 500 on 2027 adjusted EBITDA guidance of $7.7–8.5 billion. Texas data-center policy settles it: the December 2026 grid audit and the new governor's first moves after 19 January 2027.Nuclear & uranium · AI datacenter infrastructurewritten · catalyst AMPLAmplitudeLow Amplitude's shares are more likely to lag the S&P 500: its 4 November 2026 beat-and-raise left net retention flat at 103% and gross margin lower, and the shares fell the next day. The fourth-quarter report, expected in February 2027,…AI enterprise softwarewritten BEBloom EnergyLow Bloom Energy shares look more likely to lag the S&P 500 over three months: the 11 November rebound followed CoreWeave's results, while Oracle's 2.4 GW Project Jupiter still lacks its New Mexico air permit. The hearing that opens 7 December…AI datacenter infrastructure · Industrial power & gridwritten · catalyst CCJCamecoLow Cameco's shares are more likely to lag the S&P 500 because record uranium contract prices have not yet reached its earnings, with third-quarter adjusted profit at nil on 30 October 2026. The full-year report expected in February 2027…Nuclear & uraniumwritten · catalyst HDHome DepotLow Home Depot's shares have climbed on falling mortgage rates while its customer traffic still shrinks, so they look more likely to lag the S&P 500; the 17 November 2026 third-quarter report shows whether guidance and transactions back the…Housing, homebuilders & proptech · Consumer brands & retailwritten · catalyst HRIHerc HoldingsLow Herc Holdings looks more likely to lag the S&P 500 over three months because its raised 2026 guide is largely priced in after shares rebounded to $173.90 on 11 November 2026 without new company news. The fourth-quarter report, expected…Cyclical industrialswritten · catalyst NOWServiceNowLow ServiceNow's shares are more likely to lag the S&P 500 into the January 2027 report as slowing backlog growth and AI-competition fears outweigh a third-quarter beat. Fourth-quarter cRPO growth against the 18.5% guide decides the case.AI enterprise softwarewritten · catalyst SNXTD SYNNEXLow TD SYNNEX's Hyve server growth is consuming cash and the company just added a $1.75 billion term loan, so the shares are more likely to lag the S&P 500. The January fiscal Q4 report settles it by showing whether operating cash flow turns…AI datacenter infrastructurewritten · catalyst TENTsakos Energy NavigationLow Tsakos Energy Navigation's shares look more likely to lag than lead the S&P 500 because about 80% of its fleet is on fixed charters that pass only part of record tanker rates into earnings. Its 19 November 2026 third-quarter report shows…Oil, energy & geopoliticalwritten · catalyst TWSTTwist BioscienceLow Twist Bioscience shares are more likely to lag the S&P 500 because its fiscal 2027 outlook assumes AI drug-discovery revenue grows far slower than the 175% of fiscal 2026. The fiscal first-quarter report expected in early February 2027…Medtech, diagnostics & life-science toolswritten ADIAnalog DevicesMedium Analog Devices is modestly more likely than not to beat the S&P 500 over three months on 40% industrial and AI data-center revenue growth; its 24 November 2026 report tests the $4.3 billion revenue guide.Analog semiconductors · AI datacenter infrastructurewritten · catalyst ATENA10 NetworksMedium A10 Networks' third-quarter revenue rose 22.6% to $91.5 million and full-year growth guidance went to about 16%, which moves the case from unproven to supported; the shares still trade below the $30 June breakout level.Cybersecurity · Networking & opticalwritten CDWMedium CDW Corporation is modestly more likely to beat the S&P 500 over three months: AI server sales lifted third-quarter gross profit 10% and margin recovered to 20.5%. The fourth-quarter report, expected around February 2027, settles whether…AI datacenter infrastructurewritten CECOCECO EnvironmentalMedium CECO Environmental's third-quarter report showed orders of $777.6 million, backlog of $2,193.5 million and a raised 2026 free cash flow target; the next report decides whether the 2027 outlook of $2.1–$2.3 billion revenue holds.AI datacenter infrastructure · Industrial power & gridwritten CLDTChatham Lodging TrustMedium Chatham Lodging Trust's raised 2026 earnings outlook, driven by Silicon Valley business travel, gives its shares a modest edge over the S&P 500. First 2027 guidance, expected around late February 2027, shows whether the gains outlast easy…Travel & leisurewritten DIODDiodesMedium Diodes Incorporated is more likely to lead the S&P 500 over three months: third-quarter revenue rose 35.8% and the company guided the fourth quarter to about $550 million. The fourth-quarter report, expected around mid-February 2027,…Analog semiconductors · AI datacenter infrastructurewritten DOCNDigitalOcean HoldingsMedium DigitalOcean's AI cloud revenue beat guidance in the third quarter ($321 million, up 40%) and the year was raised, but a $1 billion stock-sale program caps the case; the fourth-quarter report decides whether growth outruns new shares.GPU cloud & neocloudswritten DTDynatraceMedium Dynatrace is modestly more likely than not to beat the S&P 500 over three months: it raised fiscal 2027 revenue and recurring-revenue guidance and added a $1 billion buyback, yet the shares fell about a third. The 16 February 2027 investor…AI enterprise softwarewritten · catalyst EXLSExlService HoldingsMedium ExlService Holdings' data-and-AI revenue lifted its 2026 organic growth guide to 15%, and the shares are modestly more likely than not to beat the S&P 500 over three months; fourth-quarter results, expected around late February 2027,…AI enterprise softwarewritten FROGJFrogMedium JFrog's third-quarter beat and second full-year raise, with cloud revenue up 60%, support the shares leading the S&P 500. The fourth-quarter report, due around February 2027, tests whether revenue meets the $183M-$185M guide.AI enterprise software · Cybersecuritywritten ONON SemiconductorMedium ON Semiconductor (onsemi) is modestly more likely to beat the S&P 500 because its AI data-center power revenue rose 175% to $180 million in the third quarter. The early-February 2027 fourth-quarter report, against a $1.715–$1.815 billion…Analog semiconductors · AI datacenter infrastructurewritten · catalyst PCTYPaylocity HoldingMedium Paylocity's first-quarter beat and raised fiscal 2027 outlook leave the shares modestly more likely than not to beat the S&P 500 over three months; the second-quarter report, expected around February 2027, settles whether recurring revenue…AI enterprise softwarewritten · catalyst RVTYRevvityMedium Revvity's third-quarter report put Life Sciences back in growth (+9% pro forma organic) and lifted full-year guidance, which makes the shares modestly more likely than not to beat the S&P 500. The 13 November 2026 Investor Day tests…Medtech, diagnostics & life-science toolswritten SAILSailPointMedium SailPoint's identity-security software is pitched by analysts as the control layer for AI agents, but reported revenue has not confirmed it; shares closed at $19.96 on 10 November 2026 and the fiscal Q3 report, expected around 9 December…Cybersecurity · AI enterprise softwarewritten SAPMedium SAP SE is modestly more likely than not to beat the S&P 500 over three months: cloud backlog beat forecasts, 2026 cloud guidance moved up and JPMorgan upgraded it on 9 November 2026. The late-January 2027 report settles it.AI enterprise softwarewritten SILCSilicomMedium Silicom's third-quarter report beat its own guide, returned the company to non-GAAP profit and lifted full-year revenue guidance to $96–98 million, yet the shares closed at $30.15 on 9 November 2026; the fourth-quarter report decides…Networking & opticalwritten TKTeekayMedium Teekay Corporation's tanker subsidiary forecast record fourth-quarter 2026 results on 11 November 2026, giving the shares, 16.2% below their October high, a modest edge over the S&P 500; Teekay Tankers' fourth-quarter report in February…Oil, energy & geopolitical · Freight & logisticswritten XMTRXometryMedium Xometry's custom-parts marketplace reported 40% revenue growth on 3 November 2026 and raised its 2026 outlook, which leaves the shares modestly more likely than not to beat the S&P 500 over three months. The fourth-quarter report must…Cyclical industrialswritten BANDBandwidthLow Bandwidth's shares, at $46.29 on 12 November 2026 after a rebound from $37.80, look more likely to lag the S&P 500 over three months; fourth-quarter results, expected in February 2027 against a $242–247 million revenue guide, settle it.AI enterprise softwarewritten BTGOBitGo HoldingsLow BitGo Holdings is likely to lag the S&P 500 because its third-quarter report showed core revenue shrinking and a $4.3 million adjusted EBITDA loss, even with NYDIG trading included. The fourth-quarter report shows whether operating…Crypto exchanges & financialswritten DDOGDatadogLow Datadog beat third-quarter revenue guidance and raised its full-year forecast, but a flat fourth-quarter outlook with its largest customer at minimum commitment cut the shares to $178.40; the next quarterly report settles it.AI enterprise softwarewritten DKDelek US HoldingsLow Delek US Holdings is more likely to lag the S&P 500 over three months: its record third-quarter earnings of 6 November 2026 rest on peak refining margins, and fourth-quarter margins and weekly distillate stocks decide whether they hold.Oil, energy & geopoliticalwritten ESTCElasticLow Elastic's shares are more likely to lag the S&P 500 despite 21% contract growth, after a director's October share sales and a slide below the 50-day average; the 19 November 2026 second-quarter report settles whether revenue confirms the…AI enterprise software · Cybersecuritywritten · catalyst FCELFuelCell EnergyLow FuelCell Energy's data-center power case still has no firm order behind it beyond an initial 30 MW, and the shares are more likely to lag the S&P 500; the fiscal fourth-quarter report due in December settles it.AI datacenter infrastructurewritten FTNTFortinetLow Fortinet's firewall refresh still lifts product sales and billings, but its 28 October 2026 service-revenue guidance cut drove the shares to $123.57; fourth-quarter billings against the $2.775–2.925 billion guide settle whether the case…Cybersecuritywritten GWREGuidewire SoftwareLow Guidewire Software's $1.7 billion hyperexponential deal gives its AI story a growth figure, but the shares are more likely to lag the S&P 500 over three months; the early-December report shows whether organic ARR holds $1,450–1,460 million.AI enterprise softwarewritten HIMXHimax TechnologiesLow Himax Technologies' shares are more likely to lag the S&P 500 over three months: it guided Q4 2026 revenue down 22–26% on an automotive order cut, and the Q4 report, expected around February 2027, shows whether the setback is temporary.written HLHecla MiningLow Hecla Mining's record third-quarter cash flow has not lifted the shares, which closed at $14.12 on 11 November 2026. A new 50-million-share stock sales program and the Keno Hill curtailment make a lag behind the S&P 500 more likely;…written · catalyst IMOSChipMOS TECHNOLOGIESLow ChipMOS's profit is rising with memory demand, but its US shares closed at $48.25 on 10 November 2026, 42.1% below the 52-week high; November monthly revenue, due around 10 December 2026, tests whether the record third quarter holds.AI chips & memorywritten INTAIntappLow Intapp's shares look more likely to lag the S&P 500: Celeste AI drew over 40% of fiscal Q1 2027 net new bookings, yet cloud ARR growth slowed to 28% and contracted revenue fell to $799.4 million. The early-February 2027 report shows…AI enterprise softwarewritten ORBSEightco HoldingsLow Eightco Holdings closed at $0.72 on 9 November 2026, below $1.00, against roughly $399 million of company-stated holdings as of 28 October 2026; the third-quarter report, expected about 13 November 2026, and the Worldcoin token price…written PLPCPreformed Line ProductsLow Preformed Line Products' grid-equipment demand is real, but the shares are more likely to lag the S&P 500 over three months: Q3 2026 sales of $209.5 million missed the $215.0 million estimate. The fourth-quarter report, expected around…Industrial power & gridwritten · catalyst RBRKRubrikLow Rubrik shares look more likely to lag the S&P 500 after the November security-software sell-off, despite 33% subscription ARR growth; the 30 November 2026 fiscal third-quarter report decides whether a guidance raise brings buyers back.Cybersecuritywritten · catalyst SSentinelOneLow SentinelOne shares are more likely to trail the S&P 500 than lead it over three months: net new annual recurring revenue grew only 4% at Q2, and the early-December Q3 report decides whether AI-security products change that.Cybersecuritywritten SHLSShoals Technologies GroupLow Shoals Technologies' third-quarter beat and raised 2026 revenue guide are now overshadowed by its 4 November 2026 all-stock merger with ARRAY Technologies, which makes the shares a claim on the combined company; shareholder votes and a Q1…Solar & clean energy · M&A & special situationswritten SOPHSOPHiA GENETICS SALow SOPHiA GENETICS' third-quarter report showed healthy customer spending but held its revenue range at the upper end of $94–96 million, so the shares are more likely to lag the S&P 500; the fourth-quarter report decides it.Medtech, diagnostics & life-science toolswritten TEAMAtlassianLow Atlassian's shares look more likely to lag the S&P 500 after its 5 November 2026 outlook called for cloud growth to slow to about 27% and seven brokers cut targets; the fiscal second-quarter report, estimated for about 4 February 2027,…AI enterprise softwarewritten TTANServiceTitanLow ServiceTitan grows revenue above 20% with widening margins, but slowing transaction volume and a lower third-quarter guide leave the shares more likely to lag the S&P 500; the 3 December 2026 report settles it.AI enterprise softwarewritten · catalyst VETVermilion EnergyLow Vermilion Energy's shares are more likely to lag the S&P 500 over three months: third-quarter free cash flow fell to C$90.5 million from C$122 million, and spending rises in 2027. The fourth-quarter 2026 report, expected around 3 March…Oil, energy & geopoliticalwritten · catalyst VMIValmont IndustriesLow Valmont Industries' shares are more likely to lag the S&P 500 over three months: they sit below their 50-day and 200-day averages despite raised guidance, and the fourth-quarter report around 18 February 2027 settles steel and zinc cost…Industrial power & gridwritten ZBRAZebra TechnologiesLow Zebra Technologies' shares are more likely to lag the S&P 500 because memory costs cut third-quarter gross margin to 45.7% and management expects them to rise into mid-2027. The fourth-quarter report in February 2027 shows whether price…written
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