AI Forecasts · Year
Picked on Oct 26, 2026 · next refresh Jan 4, 2027
ChatGPT
Research
gpt-5.5
Year forecast for 252 trading sessions; engine date 2026-10-23, forecast start 2026-10-26
- 1. MPC
Marathon Petroleum · Energy
Confidence: 100%
Target: 18.0%
Top long-term score with energy leadership
MPC has the highest longterm_score in the candidate set at 100 and extremely strong ret_252d of 146.55614345006315%. Energy is the strongest supplied sector rotation group, with chg_1m of 10.75% and chg_3m of 19.5%.
The pick is driven by longterm_score and sector leadership, despite a negative ret_5d of -4.361287214024179%.
Risk: The stock has already delivered very large 252-day returns, increasing reversal risk; short-term momentum is negative in the supplied data.
- 2. MRNA
Moderna · Health Care
Confidence: 100%
Target: 16.5%
Very high long-term momentum score
MRNA has a longterm_score of 99.80119284294234 and very strong supplied ret_63d of 259.6980087390372% and ret_252d of 645.2514087918328%. Health Care also has favorable supplied 1-month and 3-month rotation, at 5.54% and 10.14%.
There is one congress_buyers_90d flag in the supplied data, but no insider_buyers_90d and no headlines_today.
Risk: The daily_score is only 52.286282306163024, ret_5d is -8.21521437300835%, fcf_yield is negative, and roe is negative, so volatility and reversal risk are high.
- 3. VLO
Valero Energy · Energy
Confidence: 100%
Target: 16.0%
High long-term score in leading sector
VLO has a longterm_score of 99.60238568588468 and strong ret_252d of 164.5144596226535%. Energy sector rotation is the strongest supplied group over 1 week, 1 month, and 3 months.
The engine favors VLO for the year even though its daily_score and weekly_score are materially lower than its longterm_score.
Risk: Ret_5d is negative at -5.718331758765993%, and the stock's large trailing 252-day advance may make future returns more volatile.
- 4. ILMN
Illumina, Inc. · Health Care
Confidence: 99%
Target: 14.0%
Long-term score despite weak short-term ranking
ILMN has a longterm_score of 99.40357852882704, ret_63d of 42.19665999468798%, and ret_252d of 177.0955508853448%. The supplied Health Care sector rotation is positive over 1 week, 1 month, and 3 months.
The daily_score of 5.566600397614314 and weekly_score of 10.536779324055665 are very low, so this is strictly a long-horizon selection.
Risk: Poor daily and weekly scores indicate near-term weakness or unfavorable short-term setup; valuation measures such as pe and pb are high in the supplied data.
- 5. MU
Micron Technology · Information Technology
Confidence: 99%
Target: 13.5%
High long-term score with strong 252-day return
MU has a longterm_score of 99.20477137176938 and ret_252d of 342.6596470567861%. The engine ranks it among the strongest 252-session candidates despite weak daily and weekly scores.
Information Technology sector rotation is mixed in the supplied data, with positive 3-month change of 5.25% but negative 1-week and 1-month changes.
Risk: Daily_score of 11.72962226640159 and weekly_score of 15.308151093439365 are weak, fcf_yield is only 0.17243626%, and the prior 252-day gain is very large.
These 252-session forecasts rely only on the supplied engine data and are especially uncertain because long-horizon outcomes can be dominated by macro, valuation, and regime changes not captured after 2026-10-23.
Claude
claude-opus-5-5
- Confidence55
Target +9.0%
Longterm score 91.3, bm_score 79.8, P/E 18.3, FCF yield 7.1%, insider buyer 1. A 1y return of +23% shows a cash-rich defensive with strong signals.
Since 2026-10-23: +0.0%
- Confidence57
Target +10.0%
Longterm score 83 with P/E 13.4, FCF yield 12.5% and ROE 19%. A cheap, profitable insurer should compound book value through the cycle.
Since 2026-10-23: +0.0%
- Confidence55
Target +9.0%
Moat flag, longterm score 92.8 and ROE 15%. A capital-light exchange benefits from the rising-inflation, rising-growth quadrant and hedging demand.
Since 2026-10-23: +0.0%
- Confidence54
Target +7.0%
Moat flag, longterm score 83.9, bm_score 74 and ROE 29%. A defensive quality holding suits extreme valuations, with CAPE at 40 and the Buffett indicator at 255.
Since 2026-10-23: +0.0%
- Confidence52
Target +10.0%
Moat flag, longterm score 86.5, bm_score 95.2, insider buyers 2. Recovering 63d momentum supports a multi-year tower cash-flow thesis.
Since 2026-10-23: +0.0%
DeepSeek
Research
- 1. MSFT
Microsoft
Confidence: High
CFRA “Strong Buy” with a $550 target, citing AI monetization across its stack. Quarterly revenue grew 18%, Azure grew 43%, and Copilot seats grew over 50% sequentially. Analysts project mid-teens revenue growth in fiscal 2027.
Azure growth supports the AI monetization story. Goldman Sachs reiterated “Buy.” The supplied consensus target from 53 analysts is approximately $587, above CFRA’s $550.
- 2. META
Meta Platforms
Confidence: High
CFRA “Strong Buy” with a $750 target. Q2 revenue rose 28%, supported by cost discipline and AI monetization in advertising. CFRA projects 28% revenue growth in 2026 and high-teens growth in 2027.
Supplied targets: Goldman Sachs $860, Morgan Stanley $820, Citigroup $895. Expectations for the AI agent “Muse” are mixed; retention and commercialization need monitoring.
- 3. LLY
Eli Lilly
Confidence: Moderately High
CFRA “Buy” with a $1,395 target. Q2 revenue surged 48%, driven by Mounjaro (+91%) and Zepbound (+46%). An aging U.S. population and GLP-1 demand are long-term catalysts, with 34.6% revenue growth projected for 2026.
Bank of America’s supplied $1,397 target closely matches CFRA. Valuation is high; growth depends on GLP-1 penetration and pipeline succession.
- 4. JPM
JPMorgan Chase
Confidence: Moderate
CFRA “Buy” with a $375 target. Q2 revenue grew 28% and net income 41%. Strong U.S. fundamentals and a diversified model are expected to drive higher fee income, with 20.5% revenue growth projected for 2026.
The supplied confidence notes estimate only about 5% upside to CFRA’s target. Growth depends on economic resilience and investment banking recovery; macroeconomic uncertainty remains.
- 5. NVDA
Nvidia
Confidence: High · High Volatility
The supplied rationale describes a consensus favorite among the Magnificent Seven, with nearly 37% target upside, 70% revenue growth guidance for 2027, AI hyperscaler spending and Rubin architecture as catalysts.
The uploaded notes instead cite over 45% upside from 59 analysts, nearly 80% “Strong Buy” ratings, and CFRA forecasting revenue to double in 2027. These estimates differ from the rationale. High beta, AI capital expenditure changes and product delays may cause volatility.
Gemini (Google)
google/gemini-3.1-pro-preview
- Confidence85
Target +15.0%
Chevron offers a 7.5% FCF yield and benefits from the rising inflation regime. Energy is a strong hedge with a 94.4 long-term score.
Since 2026-10-23: +0.0%
- Confidence90
Target +18.0%
Travelers has an 83.3 long-term score, 18.9% ROE, and a massive 12.5% FCF yield. Financials perform well in rising growth environments.
Since 2026-10-23: +0.0%
- Confidence90
Target +20.0%
Progressive boasts a 32.9% ROE and 12.8% FCF yield. The company is well-positioned for long-term compounding in a risk-on regime.
Since 2026-10-23: +0.0%
- Confidence85
Target +15.0%
Visa has a dominant market position, 57% ROE, and an 80.1 long-term score. It benefits from rising nominal growth and inflation.
Since 2026-10-23: +0.0%
- Confidence80
Target +12.0%
CDW offers a 43.6% ROE and 5.2% FCF yield. Despite recent tech weakness, its solid fundamentals support a strong 1-year horizon.
Since 2026-10-23: +0.0%
Consensus · all models' picks, most-agreed first
| Ticker | Models | Avg confidence | Daily | Weekly | 3–12M |
|---|---|---|---|---|---|
| TRV | Claude, Gemini (Google) | 74% | 99 | 96 | 83 |
| MPC | ChatGPT | 100% | 80 | 83 | 100 |
| MRNA | ChatGPT | 100% | 52 | 92 | 100 |
| VLO | ChatGPT | 100% | 55 | 65 | 100 |
| ILMN | ChatGPT | 99% | 6 | 11 | 99 |
| MU | ChatGPT | 99% | 12 | 15 | 99 |
| CME | Claude | 55% | 81 | 91 | 93 |
| PG | Claude | 54% | 67 | 92 | 84 |
| MO | Claude | 55% | 82 | 96 | 91 |
| AMT | Claude | 52% | 96 | 86 | 86 |
| MSFT | DeepSeek | — | 16 | 38 | 85 |
| META | DeepSeek | — | 19 | 32 | 52 |
| LLY | DeepSeek | — | 39 | 68 | 87 |
| JPM | DeepSeek | — | 45 | 31 | 75 |
| NVDA | DeepSeek | — | 17 | 7 | 78 |
| CDW | Gemini (Google) | 80% | 75 | 43 | 69 |
| PGR | Gemini (Google) | 90% | 98 | 85 | 72 |
| V | Gemini (Google) | 85% | 94 | 97 | 80 |
| CVX | Gemini (Google) | 85% | 83 | 80 | 94 |
Scorecard / leaderboard · year picks, all runs
| Provider | Horizon | Avg return | SPY | Excess | Hit rate vs SPY | Mature / total picks |
|---|---|---|---|---|---|---|
| ChatGPT | year | Too early | — | — | — | 0 / 10 |
| Claude | year | Too early | — | — | — | 0 / 5 |
| DeepSeek | year | Too early | — | — | — | 0 / 5 |
| Gemini (Google) | year | Too early | — | — | — | 0 / 10 |
Maturity: 252 observed score sessions after entry. Returns use latest engine closes; missing stock or SPY prices are excluded.
Model forecasts use FlowScan data. ChatGPT and DeepSeek research was supplied by the user and is unverified; it counts toward consensus and is scored from its Oct 26, 2026 start. Not investment advice.