HLLY vs HSAI

Holley Inc. vs Hesai Group — Valuation Comparison 2026

By CirclFi Research Team · Updated 2026-06-03 · Data from SEC EDGAR, FRED & GDELT

Quick Summary — HLLY scores higher on quality with 9.3/10 vs HSAI's 8.3/10. HLLY trades at $2.62 while HSAI trades at $21.66. Both analyzed daily using SEC EDGAR data across 13 institutional models.

HLLY

Auto Parts
Holley Inc.
Quality
9.3
out of 10
Value Trap
6
SAFE
Price
$2.62
Last close
Models
11/13
Active
VS

HSAI

Auto Parts
Hesai Group
Quality
8.3
out of 10
Value Trap
12
SAFE
Price
$21.66
Last close
Models
12/13
Active
HLLY
Quality Score 9.3/10 — top tier
Limited to 2/13 visible models
HSAI
Quality Score 8.3/10 — top tier
Limited to 2/13 visible models

HLLY vs HSAI — Fair Value Comparison

HLLY
$0$1$2$3 Price$2.62 Bayesian …$0.64 (-75.5%) Earnings …$1.08 (-58.8%)
HSAI
$0$9$17$26 Price$21.66 Bayesian …$2.34 (-89.2%) Earnings …$2.43 (-88.8%)
Market Price Model 1 Model 2

Model-by-Model Comparison

ModelType HLLY Fair ValueHLLY Upside HSAI Fair ValueHSAI Upside
Bayesian DCF Intrinsic $0.64 -75.5% $2.34 -89.2%
Earnings Power Value Intrinsic $1.08 -58.8% $2.43 -88.8%
EROIC Spread Intrinsic $•••.•• ••.•% $•••.•• ••.•%
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 $•••.•• ••.•% $•••.•• ••.•%
RCMH-DCF Intrinsic $•••.•• ••.•% $•••.•• ••.•%

HLLY vs HSAI — Which Stock Is More Undervalued in 2026?

HLLY scores higher with a 9.3/10 quality rating vs HSAI's 8.3/10. Both stocks are analyzed daily using SEC EDGAR filings across 13 independent models.

How Do HLLY and HSAI Valuations Compare?

At $2.62, HLLY trades +75.5% above its Bayesian DCF fair value of $0.64, while HSAI at $21.66 trades +89.2% above its estimate of $2.34. HSAI shows a wider gap between price and intrinsic value.

Quality of Company: HLLY vs HSAI

HLLY earns a Quality of Company score of 9.3/10 compared to HSAI's 8.3/10. The scores are closely matched, indicating similar fundamental quality profiles. The QOC score synthesizes 32 signals spanning profitability margins, revenue growth, free cash flow, capital allocation, and leverage.

Value Trap Risk: HLLY vs HSAI

HLLY carries a SAFE value trap risk (6/100) while HSAI shows SAFE risk (12/100). Both companies show manageable value trap risk, suggesting their current valuations are not artificially depressed by fundamental deterioration.

Both in Auto Parts

Both HLLY and HSAI operate in Auto Parts, which has 52 stocks tracked by CirclFi. Same-industry comparisons provide the most direct insight into relative valuation since both companies face similar regulatory environments, market dynamics, and competitive pressures. 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), and ensemble methods (CUCE).

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