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
WOLF
Wolfspeed Inc.
Semiconductors54mixed-10.2%
2
GM
General Motors
Consumer54mixed+0.6%
3
F
Ford Motor
Consumer52mixed-2.1%
4
TSLA
Tesla Inc.
Consumer50bearish-7.5%
5
MBGYY
Mercedes-Benz Group
Consumer50mixed+3.3%
6
NIO
NIO Inc.
Consumer50bearish-3.6%
7
NXPI
NXP Semiconductors N.V.
Technology49mixed-2.1%
8
BYDDY
BYD Company
Consumer48mixed+3.7%
9
STLAM.MI
Stellantis N.V.
Consumer47bearish-3.6%
10
XPEV
XPeng Inc.
Consumer47mixed-3.8%
11
LI
Li Auto Inc.
Consumer46bearish-1.7%
12
HYMTF
Hyundai Motor Company
Consumer46mixed0.0%
13
VWAGY
Volkswagen AG
Consumer45mixed+2.3%
14
ON
ON Semiconductor
Semiconductors44bearish-3.6%
15
STM
STMicroelectronics
Semiconductors41bearish-3.4%
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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.

Full methodology → · Track record → · Engine invariants →

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