Is HSAI or INEO more undervalued in 2026?

CirclFi compares Hesai Group (HSAI) and INNEOVA Holdings Limited (INEO) using 13 institutional-grade valuation models. HSAI has a Quality of Company score of 8.3/10 while INEO scores 2.3/10.

Which is a better buy — HSAI or INEO?

Compare intrinsic values from 13 independent models against current market prices. CirclFi also calculates Value Trap scores. This is not financial advice — conduct your own analysis.

How do HSAI and INEO valuations compare?

HSAI at $19.89 and INEO at $0.61 are compared across Bayesian DCF, EPV, EROIC Spread, First Chicago, Markov DDM, and 8 additional models.

HSAI vs INEO Valuation Comparison 2026 — Intrinsic Value Analysis

HSAI

Auto Parts

Hesai Group

Quality

8.3

out of 10

Value Trap

SAFE

Price

$19.89

Last close

Models

12/13

Active

INEO

Auto Parts

INNEOVA Holdings Limited

Quality

2.3

out of 10

Value Trap

SAFE

Price

$0.61

Last close

Models

10/13

Active

Model-by-Model Comparison

Model	Type	HSAI Fair Value	HSAI Upside	INEO Fair Value	INEO Upside
Bayesian DCF	Intrinsic	$2.36	-88.1%	$0.16	-73.6%
Earnings Power Value	Intrinsic	$2.44	-87.7%	—	—
EROIC Spread	Intrinsic	$5.72	-71.3%	$0.15	-74.9%
First Chicago	Scenario	$•••.••	••.•%	$•••.••	••.•%
Markov DDM	Intrinsic	$•••.••	••.•%	$•••.••	••.•%
ML-RIV	Intrinsic	$•••.••	••.•%	$•••.••	••.•%
Dynamic NAV	Asset-Based	$•••.••	••.•%	$•••.••	••.•%
PWERM	Option-Based	$•••.••	••.•%	$•••.••	••.•%
Regime Cross-Sectional	Relative	$•••.••	••.•%	$•••.••	••.•%
Sentiment SOTP	Hybrid	$•••.••	••.•%	$•••.••	••.•%
CUCE Ensemble	Ensemble	$•••.••	••.•%	$•••.••	••.•%
FTNN Topology	Relative	$•••.••	••.•%	$•••.••	••.•%

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HSAI vs INEO — Which Stock Is More Undervalued?

HSAI scores higher with a 8.3/10 quality rating vs INEO's 2.3/10. Both stocks are analyzed daily using SEC EDGAR filings across 13 independent models.

Comparing Hesai Group (HSAI) and INNEOVA Holdings Limited (INEO) across 13 institutional-grade valuation models reveals how each company's intrinsic value stacks up against its market price. CirclFi's engine processes SEC EDGAR 10-K and 10-Q filings, FRED macroeconomic data, and GDELT news sentiment to generate independent fair value estimates daily.

HSAI currently trades at $19.89 with a QOC of 8.3/10, while INEO trades at $0.61 with a QOC of 2.3/10.

Both companies are analyzed with models spanning intrinsic (Bayesian DCF, EPV), scenario-based (First Chicago), regime-switching (Markov DDM, RCMH-DCF), machine learning (ML-RIV, FTNN Topology), and ensemble methods (CUCE).