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
Semiconductors75mixed-1.3%
2
VWAGY
Volkswagen AG
Consumer51mixed0.0%
3
XPEV
XPeng Inc.
Consumer51bullish+0.1%
4
NIO
NIO Inc.
Consumer50mixed-1.1%
5
STLAM.MI
Stellantis N.V.
Consumer50bullish-3.7%
6
MBGYY
Mercedes-Benz Group
Consumer49bullish-0.5%
7
ON
ON Semiconductor
Semiconductors48bearish-2.4%
8
BYDDY
BYD Company
Consumer46mixed+1.1%
9
LI
Li Auto Inc.
Consumer44mixed+1.7%
10
STM
STMicroelectronics
Semiconductors42mixed-1.0%
11
TSLA
Tesla Inc.
Consumer40bearish-1.7%
12
WOLF
Wolfspeed Inc.
Semiconductors37bearish-9.4%
13
GM
General Motors
Consumer32bearish+1.4%
14
F
Ford Motor
Consumer30mixed-3.5%
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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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