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
Semiconductors72bullish-2.6%
2
NIO
NIO Inc.
Consumer71bullish+1.7%
3
GM
General Motors
Consumer55bullish+0.4%
4
ON
ON Semiconductor
Semiconductors51mixed-1.7%
5
XPEV
XPeng Inc.
Consumer51bullish-1.1%
6
VWAGY
Volkswagen AG
Consumer50mixed-1.3%
7
MBGYY
Mercedes-Benz Group
Consumer49mixed-0.4%
8
F
Ford Motor
Consumer47mixed+0.1%
9
BYDDY
BYD Company
Consumer46mixed+2.1%
10
LI
Li Auto Inc.
Consumer44bearish-0.8%
11
STLAM.MI
Stellantis N.V.
Consumer44mixed+1.9%
12
STM
STMicroelectronics
Semiconductors44mixed-3.1%
13
TSLA
Tesla Inc.
Consumer38bearish+0.7%
14
WOLF
Wolfspeed Inc.
Semiconductors38bearish-10.9%
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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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