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Model output · Signal date Nov. 3, 2026

Daily Signals

2707 companies scored · 2026-11-03 run in progress: 3865 of ~5158 signals so far · Alpha · vs marketSwitch to Total · 30D 90D

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Signal date 2026-11-03 Cut-offs from the 2026-10-30 run
Companies scored 2707 IC ≥ 0 · market cap ≥ $100M
Median forecast -0.41% Alpha · 90D
Long–short spread +5.06% Strong Buy minus Strong Sell, mean
Median IC 0.27 Spearman · 90D
Rating changes ▲ 281 ▼ 201 vs the previous run
Cross-section

Distribution of the day's forecasts

90D Alpha forecasts of every company scored, cut into five relative ratings at the 15th, 35th, 65th and 85th percentiles (dashed lines).

-4.0% 0 +4.2%
Signals · All

2707 companies

Sorted by market cap ↓ · forecast rankings are part of the paid plans

# Ticker Sector IC Mkt cap Rating 30D 90D Δ
1 AAPLApple Inc. Technology 0.50 $5.0T Unlock rating and forecasts
2 NVDANVIDIA CORP Manufacturing 0.48 $4.9T Unlock rating and forecasts
3 MSFTMICROSOFT CORP Technology 0.14 $3.8T Unlock rating and forecasts
4 GOOGAlphabet Inc. Technology 0.34 $3.5T Unlock rating and forecasts
5 AMZNAMAZON COM INC Trade & Services 0.42 $2.6T Unlock rating and forecasts
6 METAMeta Platforms, Inc. Technology 0.51 $1.6T Unlock rating and forecasts
7 TSLATesla, Inc. Manufacturing 0.29 $1.6T Unlock rating and forecasts
8 AVGOBroadcom Inc. Manufacturing 0.40 $1.5T Unlock rating and forecasts
9 LLYELI LILLY & Co Life Sciences 0.23 $1.3T Unlock rating and forecasts
10 JNJJOHNSON & JOHNSON Life Sciences 0.38 $651.3B Unlock rating and forecasts
11 ASMLASML HOLDING NV Technology 0.34 $588.2B Unlock rating and forecasts
12 ABBVAbbVie Inc. Life Sciences 0.00 $521.1B Unlock rating and forecasts
13 CVXCHEVRON CORP Energy & Transportation 0.04 $465.3B Unlock rating and forecasts
14 PLTRPalantir Technologies Inc. Technology 0.03 $428.5B Unlock rating and forecasts
15 KOCOCA COLA CO Manufacturing 0.20 $412.2B Unlock rating and forecasts
16 CSCOCISCO SYSTEMS, INC. Technology 0.20 $412.0B Unlock rating and forecasts
17 PGPROCTER & GAMBLE Co Industrial Applications and Services 0.43 $379.1B Unlock rating and forecasts
18 MRKMerck & Co., Inc. Life Sciences 0.26 $366.0B Unlock rating and forecasts
19 ORCLORACLE CORP Technology 0.22 $360.5B Unlock rating and forecasts
20 UNHUNITEDHEALTH GROUP INC Finance 0.52 $359.4B Unlock rating and forecasts
21 BACBANK OF AMERICA CORP /DE/ Finance 0.41 $346.6B Unlock rating and forecasts
22 HDHOME DEPOT, INC. Trade & Services 0.30 $340.4B Unlock rating and forecasts
23 PMPhilip Morris International Inc. Manufacturing 0.41 $324.6B Unlock rating and forecasts
24 GEGENERAL ELECTRIC CO Manufacturing 0.33 $323.5B Unlock rating and forecasts
25 INTCINTEL CORP Manufacturing 0.29 $302.5B Unlock rating and forecasts
26 HSBCHSBC HOLDINGS PLC Finance 0.32 $302.4B Unlock rating and forecasts
27 AMATAPPLIED MATERIALS INC /DE Manufacturing 0.13 $297.2B Unlock rating and forecasts
28 MSMORGAN STANLEY Finance 0.22 $291.7B Unlock rating and forecasts
29 AZNASTRAZENECA PLC Life Sciences 0.35 $289.2B Unlock rating and forecasts
30 SAPSAP SE Technology 0.12 $287.0B Unlock rating and forecasts
31 RYROYAL BANK OF CANADA Finance 0.24 $286.5B Unlock rating and forecasts
32 LRCXLAM RESEARCH CORP Technology 0.06 $284.3B Unlock rating and forecasts
33 CATCATERPILLAR INC Technology 0.30 $282.1B Unlock rating and forecasts
34 TXNTEXAS INSTRUMENTS INC Manufacturing 0.25 $275.8B Unlock rating and forecasts
35 RTXRTX Corp Manufacturing 0.22 $273.7B Unlock rating and forecasts
36 DELLDell Technologies Inc. Technology 0.43 $271.6B Unlock rating and forecasts
37 TMOTHERMO FISHER SCIENTIFIC INC. Industrial Applications and Services 0.47 $257.7B Unlock rating and forecasts
38 MUFGMITSUBISHI UFJ FINANCIAL GROUP INC Finance 0.46 $255.9B Unlock rating and forecasts
39 WFCWELLS FARGO & COMPANY/MN Finance 0.34 $252.2B Unlock rating and forecasts
40 CRWDCrowdStrike Holdings, Inc. Technology 0.12 $247.6B Unlock rating and forecasts
41 LINLINDE PLC Industrial Applications and Services 0.21 $239.6B Unlock rating and forecasts
42 IBMINTERNATIONAL BUSINESS MACHINES CORP Technology 0.24 $238.7B Unlock rating and forecasts
43 GEVGE Vernova Inc. Manufacturing 0.39 $229.6B Unlock rating and forecasts
44 CCZCOMCAST CORP Technology 0.01 $225.2B Unlock rating and forecasts
45 AXPAMERICAN EXPRESS CO Finance or Crypto Assets 0.09 $221.5B Unlock rating and forecasts
46 CCITIGROUP INC Finance 0.41 $219.4B Unlock rating and forecasts
47 TDTORONTO DOMINION BANK Finance 0.56 $211.3B Unlock rating and forecasts
48 GILDGILEAD SCIENCES, INC. Life Sciences 0.10 $211.2B Unlock rating and forecasts
49 ANETArista Networks, Inc. Technology 0.23 $207.0B Unlock rating and forecasts
50 BHPBHP Group Ltd Energy & Transportation 0.21 $203.2B Unlock rating and forecasts
1–50 of 2707 Previous Next
Breadth

By sector

Median 90D forecast per sector. Click to filter.

Life Sciences289 +1.8% Finance or Crypto Assets45 +0.4% Technology379 -0.1% Trade & Services354 -0.5% Finance399 -0.5% Energy & Transportation307 -0.6% Industrial Applications and Services283 -0.6% Manufacturing413 -0.7% Real Estate & Construction230 -0.8%
Since the previous run

Rating changes

▲ 281▼ 201
Which companies were upgraded or downgraded is part of the paid plans.
Next step

Unlock the full ranking

Every company's rating, its 30- and 90-day forecasts, the forecast and IC-weighted rankings, the daily rating changes and CSV export.

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Methodology

Ratings are relative: the forecasts of the latest complete daily run (2026-10-30) are ranked and cut at the 15th, 35th, 65th and 85th percentiles, so Strong Sell is the bottom 15%, Sell the next 20%, Neutral the middle 30%, Buy the next 20% and Strong Buy the top 15%. Expected return relative to the market over the horizon: a positive alpha means the model expects the stock to beat the market, whatever the market does. IC is the company's Spearman information coefficient between its past forecasts and the realised returns at the selected horizon; IC-weighted ranking multiplies each forecast by its IC (negative IC counts as zero). Δ is the rating move since the company's previous signal, in rating steps. Each company shows its latest signal, including one from a run still in progress; every signal is rated against the cut-offs above. Quantitative research output, not investment advice.

Intratio is a company specialized in predictive and optimization algorithms. We forecast all US-listed stock prices. We provide our clients with the most advanced tools to build optimal stock portfolios.

Quantitative research output, not investment advice.

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