Best EV Stocks 2026 — Framler engine

The 25 highest-scoring EV-tagged stocks on the Framler engine — daily refresh. Electric vehicle makers, battery suppliers, charging infrastructure. Scores combine 13 academic factor families (quality, value, momentum, insider, options flow, NLP, sector, and more) with Bayesian regime-conditional weighting. Updated daily at 06:00 UTC. Not investment advice.

#TickerSectorScoreVerdictChange
1
NXPI
NXP Semiconductors
Semiconductors62bullish+5.4%
2
TSLA
Tesla Inc.
Consumer59bullish+3.3%
3
ON
ON Semiconductor
Semiconductors56bullish+4.0%
4
VWAGY
Volkswagen AG
Consumer56mixed+1.2%
5
STLAM.MI
Stellantis N.V.
Consumer55mixed+1.3%
6
WOLF
Wolfspeed Inc.
Semiconductors52mixed-0.4%
7
XPEV
XPeng Inc.
Consumer51mixed+1.3%
8
F
Ford Motor
Consumer50mixed+1.2%
9
GM
General Motors
Consumer50mixed+4.8%
10
STM
STMicroelectronics
Semiconductors49mixed+6.0%
11
MBGYY
Mercedes-Benz Group
Consumer45mixed+1.5%
12
HYMTF
Hyundai Motor Company
Consumer44mixed0.0%
13
NIO
NIO Inc.
Consumer43bearish-2.6%
14
BYDDY
BYD Company
Consumer42bearish-3.6%
15
LI
Li Auto Inc.
Consumer42bearish0.0%
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How this leaderboard is built

Every ev ticker in the Framler universe is scored daily on the same 13 academic factor families: quality, value, momentum, insider flow, post-earnings drift, accruals, NLP tone, options positioning, sector momentum, industry spillover, short interest, microstructure, and factor interaction. Factors are blended using regime-conditional Bayesian weights — the engine detects expansion / contraction / transition regimes via a Bayesian Online Changepoint Detection model and adjusts factor weights accordingly. Each score comes with a Mondrian conformal prediction interval.

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