AI Forecasts · Month
Picked on Oct 26, 2026 · next refresh Nov 2, 2026
ChatGPT
Research
gpt-5.5
Month forecast for 21 trading sessions; engine date 2026-10-23, forecast start 2026-10-26
- 1. CTAS
Cintas · Industrials
Confidence: 100%
Target: 5.0%
Top monthly score with moat flag
CTAS has the highest weekly_score in the dataset at 100, a strong daily_score of 97.4155069582505, and a strong longterm_score of 82.30616302186878. It also has a moat_flag of true and positive ret_5d, ret_63d, and ret_252d.
The 21-session selection is score-led; the engine's broad regime label is Risk-on, while the stock's own weekly score is the key factor.
Risk: Industrials sector rotation is weak in the supplied data, with negative 1-week and 3-month changes, so sector headwinds could offset the strong individual score.
- 2. PPL
PPL Corporation · Utilities
Confidence: 100%
Target: 3.6%
High monthly score in defensive sector
PPL has a weekly_score of 99.80119284294234, the second-highest monthly score among candidates. Utilities show positive supplied 1-week and 1-month sector rotation, at 0.83% and 8.13%, supporting the 21-session horizon.
The engine favors PPL for the month even though ret_5d, ret_63d, and ret_252d are negative, making this a score-based recovery candidate.
Risk: The longterm_score is only 35.387673956262425 and several fundamental fields are not provided, so conviction is concentrated in the monthly score rather than broad factor confirmation.
- 3. HAS
Hasbro · Consumer Discretionary
Confidence: 100%
Target: 4.8%
Persistent short- and medium-term strength
HAS has a weekly_score of 99.60238568588468 and the maximum daily_score of 100. Its ret_5d of 18.914540199592556%, ret_63d of 30.58295045047146%, and ret_252d of 61.29418469614525% show strong positive momentum across the supplied horizons.
Consumer Discretionary sector rotation is positive over 1 week and 1 month in the supplied data, with chg_1w of 0.57% and chg_1m of 2.52%.
Risk: The very strong recent return profile increases pullback risk; roe is negative and pe is not provided.
- 4. MRSH
Marsh McLennan · Financials
Confidence: 99%
Target: 4.2%
High monthly score with positive factor balance
MRSH has a weekly_score of 99.40357852882704 and daily_score of 99.80119284294234. It also shows positive ret_5d, ret_63d, and ret_252d, plus fcf_yield of 5.25901288% and bm_score of 76.
Financials have positive supplied 1-week and 1-month sector rotation, which supports the 21-session setup.
Risk: The supplied financials sector 1-day change is negative, and broad breadth shows more decliners than advancers, creating timing risk.
- 5. XEL
Xcel Energy · Utilities
Confidence: 99%
Target: 3.5%
Monthly score supported by utility rotation
XEL has a weekly_score of 99.20477137176938, positive ret_5d of 2.280180250075392%, bm_score of 75.2, and fcf_yield of 8.28469521%. Utilities show strong supplied 1-month sector rotation at 8.13%.
The engine's monthly score is much stronger than its longterm_score of 44.731610337972164, so this is primarily a 21-session call.
Risk: Ret_63d and ret_252d are slightly negative, and a weaker utility rotation could undermine the monthly thesis.
These 21-session forecasts use only the supplied engine scores, factor data, and regime data; uncertainty is high because breadth is mixed and valuation indicators are elevated.
Claude
claude-opus-5-5
- Confidence58
Target +2.5%
Combines value (P/E 13.4, FCF yield 12.5%) with strong composite scores across all horizons (longterm 83). Insurer earnings power plus momentum supports a one-month gain.
Since 2026-10-23: +0.0%
- Confidence56
Target +2.5%
P/E 11.8, ROE 33%, FCF yield 12.9%, bm_score 93.4. Daily score 98.2 with positive 5d and 63d returns. Quality value with improving trend.
Since 2026-10-23: +0.0%
- Confidence56
Target +2.2%
High weekly (96.8) and longterm (80) scores. ROE 57%, bm_score 86, 63d return +12.7%. Durable compounder in a risk-on tape.
Since 2026-10-23: +0.0%
- Confidence55
Target +2.2%
Moat flag, longterm score 92.8 and weekly 90.9. 63d return +20% and 1y +19%. Volume-driven earnings are steady under a rising-inflation macro.
Since 2026-10-23: +0.0%
- Confidence53
Target +2.5%
Moat flag, daily score 95.8 and longterm 86.5. 63d return +14.6% and insider buyers 2. Real estate is positive over 1 week and 1 month.
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
- Confidence90
Target +8.0%
Energy is the top-performing sector over the last month (+10.7%). Marathon Petroleum has a perfect 100 long-term score and strong 46.7% 63-day return.
Since 2026-10-23: +0.0%
- Confidence70
Target +15.0%
Moderna exhibits massive 63-day momentum (+259%) and a 92 weekly score. Health Care is outperforming over the past month, providing a tailwind.
Since 2026-10-23: +0.0%
- Confidence80
Target +10.0%
APA Corp benefits from the strong Energy sector trend, showing a 49% 63-day return and a high 90.2 daily score.
Since 2026-10-23: +0.0%
- Confidence85
Target +5.0%
AbbVie provides defensive Health Care exposure with an 11.1% 63-day return, 98.6 weekly score, and solid 3.5% FCF yield.
Since 2026-10-23: +0.0%
- Confidence85
Target +8.0%
Valero Energy aligns with the rising inflation regime, posting a 38% 63-day return and benefiting from strong energy sector flows.
Since 2026-10-23: +0.0%
Consensus · all models' picks, most-agreed first
| Ticker | Models | Avg confidence | Daily | Weekly | 3–12M |
|---|---|---|---|---|---|
| CTAS | ChatGPT | 100% | 97 | 100 | 82 |
| PPL | ChatGPT | 100% | 98 | 100 | 35 |
| HAS | ChatGPT | 100% | 100 | 100 | 81 |
| MRSH | ChatGPT | 99% | 100 | 99 | 74 |
| XEL | ChatGPT | 99% | 98 | 99 | 45 |
| PGR | Claude | 56% | 98 | 85 | 72 |
| TRV | Claude | 58% | 99 | 96 | 83 |
| V | Claude | 56% | 94 | 97 | 80 |
| AMT | Claude | 53% | 96 | 86 | 86 |
| CME | Claude | 55% | 81 | 91 | 93 |
| 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 |
| MRNA | Gemini (Google) | 70% | 52 | 92 | 100 |
| MPC | Gemini (Google) | 90% | 80 | 83 | 100 |
| ABBV | Gemini (Google) | 85% | 95 | 99 | 90 |
| APA | Gemini (Google) | 80% | 90 | 61 | 96 |
| VLO | Gemini (Google) | 85% | 55 | 65 | 100 |
Scorecard / leaderboard · month picks, all runs
| Provider | Horizon | Avg return | SPY | Excess | Hit rate vs SPY | Mature / total picks |
|---|---|---|---|---|---|---|
| ChatGPT | month | Too early | — | — | — | 0 / 6 |
| Claude | month | Too early | — | — | — | 0 / 5 |
| DeepSeek | month | Too early | — | — | — | 0 / 5 |
| Gemini (Google) | month | Too early | — | — | — | 0 / 10 |
Maturity: 21 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.