Share

The Southern Company (SO.NYSE) AI OPINIONS & ADVISOR ANALYSIS

Read and compare the 8 individual AI Advisor deep-dive reports, including their forecast paths, ratings, price targets, and reasoning.

Updated on 19 March 2026Deep analysis 19 March 2026

Publisher

Russlan Ramdowar

25 min readAudit All Past Forecasts

8 AI Advisor Reports

Select an advisor report.

Diversity of Models

Diversity of Frameworks

Niccolo Machiavelli AI

Gemini 3 Pro

The Insider FrameworkAI Researcher

Model rating

Strong Buy

5-Year Return Est.

+68.9%

Includes 2.47% annual net dividend contribution

1. Investment Thesis — Base Case

Southern Company operates the most flawless rigged game in the equity markets today, perfectly balancing captured regulators, federal subsidies, and captive tech clients. Over the next five years, the market will slowly realize that SO is no longer subject to traditional utility risk profiles. The combination of the $26.5 billion DOE loan shielding them from debt costs and the 10 GW of take-or-pay data center contracts ensures a mathematical glide path to their targeted 8-9% EPS growth. By socializing the costs and privatizing the gains, SO's price will steadily grind upward as execution removes the final vestiges of doubt.

The $26.5B DOE subsidy drastically reduces interest expense, structurally expanding margins.
Take-or-pay data center contracts completely insulate the $81B capital plan from demand shock.
The Georgia PSC maintains its regulatory capture, freezing residential noise while greenlighting industrial rate base expansion.
Earnings mathematically scale from $4.30 to ~$6.50 over five years.
At a stabilized 21-22x multiple, fair value comfortably reaches the $135-$145 range.
Occasional rate-fear volatility provides buying opportunities, but the terminal trajectory is strictly upward.

Historical prices and published forecast

Observed price
Published advisor forecast

Observed prices and the selected advisor's published projection share a split-adjusted price basis. Prices after the forecast start are later observations, not information known at publication. Forecasts are uncertain. Values in USD.

View chart values

Historical prices and published forecast — published chart values
Series	Date	Value (USD)
Observed price	2021-03-16	61.1
Observed price	2021-03-20	60.0
Observed price	2021-04-06	62.8
Observed price	2021-04-11	62.9
Observed price	2021-04-19	66.0
Observed price	2021-05-07	66.0
Observed price	2021-05-28	63.7
Observed price	2021-06-06	64.6
Observed price	2021-06-19	61.5
Observed price	2021-06-28	61.5
Observed price	2021-07-19	62.9
Observed price	2021-07-24	63.9
Observed price	2021-08-14	65.7
Observed price	2021-09-01	65.9
Observed price	2021-09-09	67.0
Observed price	2021-09-14	65.9
Observed price	2021-10-01	62.0
Observed price	2021-10-23	63.8
Observed price	2021-10-31	62.4
Observed price	2021-11-22	63.0
Observed price	2021-11-26	62.2
Observed price	2021-12-01	61.7
Observed price	2021-12-18	67.0
Observed price	2021-12-27	67.0
Observed price	2021-12-31	68.3
Observed price	2022-01-30	69.4
Observed price	2022-02-12	66.1
Observed price	2022-02-21	64.3
Observed price	2022-03-06	68.7
Observed price	2022-03-19	68.2
Observed price	2022-04-05	74.8
Observed price	2022-04-18	76.2
Observed price	2022-05-01	73.2
Observed price	2022-05-10	73.3
Observed price	2022-05-27	75.4
Observed price	2022-06-01	75.5
Observed price	2022-06-18	66.3
Observed price	2022-06-26	70.4
Observed price	2022-07-01	73.0
Observed price	2022-07-22	72.0
Observed price	2022-08-13	78.3
Observed price	2022-08-17	79.7
Observed price	2022-08-30	77.1
Observed price	2022-09-12	79.4
Observed price	2022-09-30	68.0
Observed price	2022-10-13	64.1
Observed price	2022-10-26	65.6
Observed price	2022-11-08	64.1
Observed price	2022-11-25	67.0
Observed price	2022-12-04	67.5
Observed price	2022-12-12	71.2
Observed price	2022-12-25	72.0
Observed price	2023-01-16	68.0
Observed price	2023-02-02	68.5
Observed price	2023-02-11	66.2
Observed price	2023-02-15	66.6
Observed price	2023-02-28	63.6
Observed price	2023-03-13	66.0
Observed price	2023-04-04	70.7
Observed price	2023-04-13	72.2
Observed price	2023-04-26	73.8
Observed price	2023-05-09	74.6
Observed price	2023-05-26	70.4
Observed price	2023-05-30	69.7
Observed price	2023-06-21	71.6
Observed price	2023-06-25	71.7
Observed price	2023-07-17	69.3
Observed price	2023-07-26	73.1
Observed price	2023-08-03	68.7
Observed price	2023-08-29	68.2
Observed price	2023-09-03	67.2
Observed price	2023-09-16	71.1
Observed price	2023-10-03	64.2
Observed price	2023-10-07	65.7
Observed price	2023-10-29	67.5
Observed price	2023-11-11	68.6
Observed price	2023-11-24	70.0
Observed price	2023-12-07	72.0
Observed price	2023-12-20	70.4
Observed price	2023-12-24	69.8
Observed price	2024-01-06	72.2
Observed price	2024-01-28	69.2
Observed price	2024-02-06	67.3
Observed price	2024-02-27	66.8
Observed price	2024-03-07	68.8
Observed price	2024-03-24	69.4
Observed price	2024-04-02	70.6
Observed price	2024-04-11	69.3
Observed price	2024-04-24	73.9
Observed price	2024-05-02	75.6
Observed price	2024-05-20	79.7
Observed price	2024-06-02	79.7
Observed price	2024-06-15	78.0
Observed price	2024-07-02	77.3
Observed price	2024-07-15	80.2
Observed price	2024-07-19	81.3
Observed price	2024-08-10	86.8
Observed price	2024-08-27	86.1
Observed price	2024-09-05	89.2
Observed price	2024-09-13	88.9
Observed price	2024-10-01	90.4
Observed price	2024-10-09	89.1
Observed price	2024-10-22	93.3
Observed price	2024-10-31	88.7
Observed price	2024-11-13	87.0
Observed price	2024-11-26	89.6
Observed price	2024-12-18	81.8
Observed price	2025-01-08	82.9
Observed price	2025-01-13	82.2
Observed price	2025-01-21	82.6
Observed price	2025-02-08	84.9
Observed price	2025-02-16	85.8
Observed price	2025-03-06	91.0
Observed price	2025-03-23	88.4
Observed price	2025-04-01	91.3
Observed price	2025-04-05	88.4
Observed price	2025-04-27	91.3
Observed price	2025-05-05	91.9
Observed price	2025-05-14	87.4
Observed price	2025-05-31	89.2
Observed price	2025-06-05	88.6
Observed price	2025-06-22	89.9
Observed price	2025-07-14	92.7
Observed price	2025-07-18	94.1
Observed price	2025-08-04	95.8
Observed price	2025-08-22	94.2
Observed price	2025-09-04	91.5
Observed price	2025-09-08	91.0
Observed price	2025-09-25	94.2
Observed price	2025-10-13	99.2
Observed price	2025-10-26	94.8
Observed price	2025-10-30	94.0
Observed price	2025-11-21	89.3
Observed price	2025-11-25	90.1
Observed price	2025-12-08	84.8
Observed price	2025-12-30	87.4
Observed price	2026-01-07	86.3
Observed price	2026-01-25	88.3
Observed price	2026-02-07	90.2
Observed price	2026-02-11	91.7
Observed price	2026-03-05	97.2
Observed price	2026-03-13	97.8
Observed price	2026-03-22	94.1
Observed price	2026-04-08	97.5
Observed price	2026-04-21	92.0
Observed price	2026-04-30	96.6
Observed price	2026-05-09	92.1
Observed price	2026-05-30	90.3
Observed price	2026-06-12	93.8
Observed price	2026-06-21	94.3
Observed price	2026-06-25	96.9
Observed price	2026-07-25	96.7
Observed price	2026-08-07	92.2
Observed price	2026-08-12	92.6
Observed price	2026-08-29	88.1
Observed price	2026-09-07	88.8
Observed price	2026-09-21	85.5
Observed price	2026-09-22	85.2
Published advisor forecast	2026-03-18	96.5
Published advisor forecast	2026-06-18	99.4
Published advisor forecast	2026-09-18	101
Published advisor forecast	2026-12-18	105
Published advisor forecast	2027-03-18	109
Published advisor forecast	2027-06-18	111
Published advisor forecast	2027-09-18	110
Published advisor forecast	2027-12-18	114
Published advisor forecast	2028-03-18	116
Published advisor forecast	2028-06-18	113
Published advisor forecast	2028-09-18	119
Published advisor forecast	2028-12-18	122
Published advisor forecast	2029-03-18	125
Published advisor forecast	2029-06-18	128
Published advisor forecast	2029-09-18	131
Published advisor forecast	2029-12-18	135
Published advisor forecast	2030-03-18	137
Published advisor forecast	2030-06-18	139
Published advisor forecast	2030-09-18	136
Published advisor forecast	2030-12-18	140
Published advisor forecast	2031-03-18	144

2. Scenarios & Signals

Bull case

The federal government and Big Tech enter a desperate bidding war for baseload power, and SO holds all the cards. The Georgia PSC allows unregulated premium surcharges on AI data centers, exploding ROE caps. accelerates past 10 percent as SO deploys federal blank checks for SMR development.

Data center demand proves completely inelastic; SO dictates premium pricing terms.
SMR development is 100% federally funded, adding zero-cost assets to the balance sheet.
Multiple expands to 25x as Wall Street reclassifies SO as critical tech-infrastructure.
Price blows past $160 as passive dividend indexing and growth momentum collide.

Bear case

The political arrangements collapse under the weight of populist anger and macro gravity. High inflation persists, keeping the 10-year Treasury above 5 percent and crushing the appeal of SO's 3 percent yield.

The 2028 Georgia PSC rate case becomes a political bloodbath, resulting in slashed .
Supply chain bottlenecks severely delay the 9,900 MW capacity expansion, deferring earnings.
Federal watchdogs audit and freeze the remaining DOE loan tranches, exposing SO to brutal open-market debt costs.
The multiple violently compresses to the utility average of 16x, dragging the price down to $80.

Current crowd narrative

The retail crowd and sell-side analysts view Southern Company as a boring, conservative utility that has finally shed the disastrous Vogtle construction baggage. They see a safe bond proxy offering a 3 percent yield, supported by a healthy $81 billion capital plan and nice tailwinds from data center demand. The consensus trade is a sleepy 'Hold' for income-oriented boomers, anchored by the assumption that SO is fully valued at a 21x P/E. They fret mildly over negative free cash flow but assume the dividend is sacred.

Alpha-gap assessment

The market entirely misprices the magnitude of Southern Company's political moat and its transition from a utility to a sovereign-backed infrastructure toll booth. The crowd sees standard 'utility capex.' The Insider sees a completely de-risked arbitrage: SO secured a $26.5 billion federal loan to subsidize its debt, while simultaneously locking in 10 GW of 15-year take-or-pay contracts with trillion-dollar tech monopolies, all blessed by a captured state regulator. SO has successfully outsourced its cost of capital to the taxpayer and its demand risk to Silicon Valley. This asset deserves a quasi-monopoly tech-infrastructure premium, not a standard utility multiple.

Convergence catalyst

The convergence will trigger during the late 2026 and early 2027 earnings prints. As the first waves of the $300 million annual DOE interest savings hit the bottom line concurrently with early data-center contract revenues, the market will realize the 8-9% is mathematically guaranteed, forcing a re-rating to a 24x multiple.

Paywalled preview begins: Macro-regime alignment

From this section to the end-of-preview notice below, research is provided as simplified HTML text and tables. Full access provides the complete interactive interface, charts and additional datasets.

Sentiment and regime

Greed and fear sentiment: 0.4
Expected volatility regime: low_steady
Convergence-cycle position: growing_awareness

Primary drivers

Primary drivers supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
Department OF Energy $265b Subsidy	Welcome to the beautiful reality of state-sponsored capitalism. While retail investors fret over interest rates, Southern Company bypassed the free market entirely, securing a staggering $26.5 billion loan from the US Department of Energy in February 2026. This isn't just financing; it is sovereign protection. By socializing the cost of its nuclear uprates and grid expansions, SO slashes its interest expense by over $300 million annually. When the federal government subsidizes your debt to guarantee 'Energy Dominance,' you no longer have a conventional cost of capital. You have a political moat forged in Washington. This systemic transfer of risk from the company's balance sheet to the American taxpayer fundamentally guarantees margin expansion, driving sustained price appreciation as the debt-shielded cash flows hit the bottom line.	Not available%	+16.0%
10 GW BIG TECH TAKE OR PAY Monopoly	Artificial intelligence requires power, and Southern Company controls the territory where Big Tech wants to build. SO has locked up 10 gigawatts of large-load data center demand via 15-year 'take-or-pay' contracts. Read the fine print: tech monopolies are legally obligated to cover 100 percent of the incremental costs and capital requirements, regardless of whether they actually use the electrons. SO has successfully outsourced its demand risk to the most cash-rich corporations on earth. This is the ultimate rent-seeking arrangement. As Silicon Valley scrambles for baseload capacity, SO transforms from a sleepy regional utility into a completely de-risked infrastructure toll collector for the AI revolution. The market is just beginning to price in the duration and certainty of these tech-subsidized cash flows.	Not available%	+14.0%
Georgia PSC Complete Regulatory Capture	The Georgia Public Service Commission is not a regulatory body; it is Southern Company's rubber stamp. In late 2025, the PSC approved an $81 billion capital plan and a mechanism to procure 9,900 MW of new capacity. They obligingly passed rules ensuring residential rates are frozen through 2028, completely defusing consumer backlash, while allowing SO to aggressively expand its highly profitable unregulated and large-load industrial rate base. When your regulator guarantees your equity returns and explicitly protects your monopoly from political friction, earnings models become exercises in simple arithmetic. Regulatory capture is the strongest legal moat in existence. This structural alliance ensures SO will continuously earn its 9 percent targeted rate base growth without interference.	Not available%	+11.0%
Vogtle Construction RISK Evaporation	For a decade, Plant Vogtle was a black hole of capital destruction, costing $35 billion and running seven years late. That era is officially dead. With Units 3 and 4 fully operational, the most catastrophic construction risk in modern utility history has completely rolled off the balance sheet. The narrative transitions from 'unquantifiable cost overruns' to 'carbon-free baseload cash harvest.' The army of lawyers, contractors, and political fixers deployed to keep Vogtle alive have succeeded. Now, the asset simply churns out megawatts and cash. The removal of the 'Vogtle Discount' forces institutional capital, which previously avoided the stock due to headline construction risk, to aggressively reallocate into SO's now-pristine operational profile.	Not available%	+9.0%

Primary frictions

Primary frictions supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
Crushing Private DEBT LOAD	Despite the DOE bailout, Southern Company is still a debt addict. The $81 billion capital plan requires them to tap the private markets for $34.1 billion in new debt by 2028. They already pissed away $3.3 billion on interest expense in 2025 alone, driving free cash flow deeply negative. While operating cash flow covers the dividend, they are effectively issuing paper to build infrastructure. If the bond market demands a higher risk premium for utility debt, or if corporate spreads widen, this massive refinancing treadmill will mechanically eat into the pristine EPS growth narrative. You cannot run a balance sheet this highly leveraged without occasionally paying the piper when debt rolls over.	Not available%	-6.0%
2028 Georgia RATE CASE Cliff	Political protection is durable, but it operates on election cycles. The Georgia PSC engineered a brilliant deferral by freezing residential base rates through 2028 to shield SO while it built out data center capacity. But in 2028, the bill comes due. When the freeze thaws, Southern will file a massive rate case to recoup its billions in grid upgrades. If inflation is biting consumers, expect a vicious populist backlash. Captured regulators will rubber-stamp quiet theft, but they will throw a utility under the bus if it costs them their own elected seats. This looming political football will severely overhang the stock's valuation as 2028 approaches.	Not available%	-4.0%
Stretched Valuation Premium	Power has a price, and currently, the market is paying top dollar for it. Trading at north of 21x forward earnings, Southern Company is priced like a growth stock, sitting vastly above the utility sector average of 16.7x. The crowd has already digested the Vogtle completion and the AI data center hype. When an asset is priced for perfection, any minor regulatory hiccup, earnings miss, or delayed grid project triggers violent multiple contraction. The stock's elevated P/E creates a heavy gravitational drag; even as earnings grow 8 percent, the stock price will struggle to keep pace if the multiple simply normalizes to historical sector baselines.	Not available%	-4.0%
Treasury Yield Gravity	Southern Company pays a roughly 3 percent dividend yield. In a macroeconomic regime where the 10-year Treasury flirts with 4.5 percent, this yield is pathetic for a pure-play income asset. If the 'higher for longer' rate regime persists due to structural inflation and runaway federal deficits, income-oriented boomers and institutional bond proxies will dump SO for risk-free government paper. The stock's yield spread to the 10-year is historically tight, meaning the equity must absorb the shock through price depreciation to push the dividend yield back into a competitive range. You cannot defy the gravity of the sovereign risk-free rate forever.	Not available%	-3.0%

Tail opportunities

Tail opportunities supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
Federal SMR Blank Check Deployment	Following the success of the $26.5B DOE loan, Washington completely socializes the next generation of nuclear power. The government designates Southern Company as the primary national operator for Small Modular Reactors (SMRs), fully funding the R&D, licensing, and construction via non-dilutive grants while allowing SO to own the assets and reap the operational cash flows. This turns SO into a zero-risk deployment vehicle for national energy policy, instantly erasing all remaining capital expenditure friction and catapulting the valuation.	20.0%	+22.0%
Unregulated DATA Center Surcharge Windfall	The Georgia PSC, deeply aligned with SO's interests, quietly alters the rate structure to allow Southern Company to levy an unregulated, premium 'infrastructure surcharge' directly on hyperscale data centers. This maneuver bypasses the statutory Return on Equity caps applied to residential ratepayers. By extracting premium margins directly from price-insensitive tech giants desperate for AI power, SO effectively operates an unregulated monopoly division hidden within a regulated utility. This explodes the earnings ceiling, driving EPS growth into the double digits and forcing a massive re-rating of the stock toward tech-infrastructure multiples.	35.0%	+15.0%

Tail risks

Tail risks supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
DOE Subsidy Political Clawback	A hostile regime change in Washington targets corporate welfare and 'Energy Dominance' handouts. The newly weaponized Department of Energy audits and subsequently freezes or revokes the unissued tranches of the $26.5 billion loan package. Stripped of its subsidized federal capital, Southern Company is forced to finance its massive data-center buildout in the punitive public debt markets at 7 percent yields. The sudden explosion in interest expense obliterates the 8-9 percent EPS growth narrative, forcing a dividend freeze and an immediate multiple compression.	15.0%	-25.0%
2028 RATE CASE Consumer Revolt	The 2028 base rate freeze expiration collides with a severe economic downturn. Facing massive utility bill spikes to pay for SO's $81B grid expansion, Georgia voters revolt. Under intense populist pressure, the normally docile Georgia PSC panics, denies SO's request to pass through billions in capital costs, and forcibly slashes the allowed Return on Equity. The mathematical certainty of SO's 9 percent rate base growth shatters, triggering multiple downgrades from credit agencies and a violent sell-off from institutional investors who relied on the regulatory capture thesis.	25.0%	-18.0%

Step-by-step forecast path

Niccolo Machiavelli forecast path for prediction task predrqst_batch_task__xrefsubjtskconf_e466b5d3-67a7-53b5-af20-74c3222d441f__20260319180801
Step	Forecast date	Step change	Projected value (USD)	Scenario rationale
1	June 18, 2026	+3.0%	99.44	Digesting the Q1 prints and the formalization of the DOE loan structure. The market begins pricing in the $300M annual interest expense reduction. - Modest multiple expansion as Vogtle risks fade. - Institutional capital rotates slowly into the de-risked profile.
2	September 18, 2026	+2.0%	101.42	Official coronation as a Dividend Aristocrat triggers forced algorithmic and ETF buying. - Passive inflows provide a mechanical bid beneath the stock. - 81B capital plan begins initial deployments smoothly.
3	December 18, 2026	+4.0%	105.48	Q3 earnings validate the EPS growth trajectory. Data center take-or-pay revenues start filtering into forward guidance. - The 'tech-infrastructure' narrative begins to take root on Wall Street. - Strong regulatory certainty heading into year-end.
4	March 18, 2027	+3.0%	108.65	Full-year 2026 earnings show flawless execution. The rate base expands exactly as modeled by the captured PSC. - Yield-seeking investors pile in as Treasury yields stabilize. - Management flexes the strength of the Big Tech pipeline.
5	June 18, 2027	+2.0%	110.82	Steady summer grind. Incremental capacity comes online without the traditional Vogtle-era cost overruns. - Supply chain frictions are actively managed with minimal margin impact. - Dividend raised predictably.
6	September 18, 2027	-1.0%	109.71	Temporary macroeconomic rotation. A minor spike in bond yields pressures the entire utility sector. - Sector-wide gravity pulls SO down slightly despite solid fundamentals. - Profit-taking after a solid 18-month run.
7	December 18, 2027	+4.0%	114.10	Year-end window dressing. Smart money realizes the dip was irrational given the DOE loan shields SO from rate shocks. - Earnings beat expectations due to cost controls. - Political momentum for grid expansion accelerates.
8	March 18, 2028	+2.0%	116.38	Anxiety slowly builds regarding the looming 2028 Georgia PSC rate case, capping upside momentum. - Fundamentals remain pristine, but political risk begins to factor into multiples. - Data center demand remains insatiable.
9	June 18, 2028	-3.0%	112.89	The political friction arrives. Consumer advocates and local media screech about impending rate hikes as the residential freeze ends. - Fear of regulatory betrayal causes a minor sell-off. - Weak hands exit ahead of the PSC ruling.
10	September 18, 2028	+5.0%	118.53	The Insider's thesis is validated. The captured Georgia PSC rubber-stamps the rate base expansion with token concessions to the public. - Massive relief rally as regulatory risk evaporates for another cycle. - Guaranteed ROE is secured.
11	December 18, 2028	+3.0%	122.09	Post-rate case capital deployment accelerates. The market fully models the 2029-2030 earnings jump. - Institutional funds overweight SO in their utility sleeves. - EPS growth hits the high end of the 8-9% target.
12	March 18, 2029	+2.0%	124.53	Smooth execution quarter. The tech monopolies quietly pay their massive utility bills, funding SO's dividend. - Low volatility, mechanical price appreciation. - Aristocrat status continues to drive passive flows.
13	June 18, 2029	+3.0%	128.27	New generation assets authorized in the 2025 plan begin commercial operation. - Rate base compounds beautifully. - Debt ratios improve as EBITDA aggressively scales.
14	September 18, 2029	+2.0%	130.83	Market fully accepts SO as a hybrid infrastructure/utility play. - P/E multiple stabilizes around 22x. - Continued robust execution on grid resilience projects.
15	December 18, 2029	+3.0%	134.76	End of year flows and a highly favorable setup for the 2030 capex cycle. - Washington discussions of further nuclear subsidies provide a narrative tailwind. - AI power demand shows zero signs of plateauing.
16	March 18, 2030	+2.0%	137.45	Boring, beautiful compounded growth. The $81 billion plan is nearing completion on time and under budget. - Management begins telegraphing the next five-year master plan. - Dividend payout ratio hits the targeted low-60s.
17	June 18, 2030	+1.0%	138.83	Mild exhaustion in the trade as the massive capacity additions are fully priced in. - Stock trades sideways as it digests the multi-year run. - No fundamental weakness, just valuation friction.
18	September 18, 2030	-2.0%	136.05	Sector rotation. Capital briefly flows out of safe infrastructure into higher-beta tech assets. - Minor multiple compression. - A healthy correction in an otherwise pristine uptrend.
19	December 18, 2030	+3.0%	140.13	Capital returns as SO announces its next massive, regulator-approved capital expenditure plan for 2031-2035. - The rigged game resets for another cycle. - Tech contracts are renewed and expanded.
20	March 18, 2031	+3.0%	144.34	Culmination of the 5-year thesis. SO operates as a fully protected, cash-gushing sovereign monopoly. - EPS exceeds $6.50. - The Insider exits the trade with a massive gain, leaving retail to hold the mature asset.

Advisor and configuration

Advisor: machiavelli__the_insider__google_gemini_3_pro__20251119_preview_release
Persona: Niccolo Machiavelli
Archetype: The Insider
Model: (November 19, 2025) Preview Release
Provider: Google
Mode: RESEARCHER (Web Search Enabled) with High Reasoning and Standard Creativity
Task configuration: machiavelli__the_insider__google_gemini_3_pro__20251119_preview_release__equity__json__extnd_invest_thesis_4q_alphassym__ts_num_desc__h5y_s3m__var1__researcher__standard_creativity_high_thinking__batch
Forecast horizon: 5 year
Forecast steps: 20 steps of 3 month
Assembly type: Balanced Assembly
Assembly name: machiavelli__the_insider__google_gemini_3_pro__20251119_preview_release RESEARCHER Forecast Assembly
Input format: inmemory_base_placeholders__latest_eod_close_price__var1
Output format: Equity Extended Investment Thesis (4 Quadrants and Alpha Asymmetry) + Pct Change Timeseries for Close Price with Rationale, (5Y Quarterly)

Read the complete Machiavelli advisor methodology

Configuration components

aiassmprmtcmpnt_3c0c459a-0d4a-50ca-87df-c172ec5618aa (subject_context)

Back to advisor navigation

End of the paywalled preview

The excerpt from Macro-regime alignment to this notice is the simplified paywalled content included on this page. A signed-in, verified account with the required subscription provides the full interactive interface and the additional research, datasets and tools listed below.

Those additional materials are not included in this preview and cannot be revealed by removing its visual restrictions.

Other AI Advisor reports — limited previews

Elon Musk — RESEARCHER (Web Search Enabled) with High Reasoning and Standard Creativity

Gemini 3 Pro

Limited structural preview, provided as simplified HTML. The complete report contains substantially more research: its investment thesis; bull and bear scenarios; macro-regime analysis; drivers, risks and opportunities; quarterly forecast tables and rationale; references and published configuration. Those findings and datasets are not included here. Sign in with the required subscription to open this advisor's full report.