Is INVZ or LIDR more undervalued in 2026?

CirclFi compares Innoviz Technologies Ltd. (INVZ) and AEye, Inc. (LIDR) using 13 institutional-grade valuation models. INVZ has a Quality of Company score of 5.8/10 while LIDR scores 5.3/10.

Which is a better buy — INVZ or LIDR?

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 INVZ and LIDR valuations compare?

INVZ at $0.76 and LIDR at $2.00 are compared across Bayesian DCF, EPV, EROIC Spread, First Chicago, Markov DDM, and 8 additional models.

INVZ vs LIDR Valuation Comparison 2026 — Intrinsic Value Analysis

INVZ

Motor Vehicle Parts & Accessories

Innoviz Technologies Ltd.

Quality

5.8

out of 10

Value Trap

SAFE

Price

$0.76

Last close

Models

11/13

Active

LIDR

Motor Vehicle Parts & Accessories

AEye, Inc.

Quality

5.3

out of 10

Value Trap

WARN

Price

$2.00

Last close

Models

9/13

Active

Model-by-Model Comparison

Model	Type	INVZ Fair Value	INVZ Upside	LIDR Fair Value	LIDR Upside
Bayesian DCF	Intrinsic	$0.15	-80.8%	$1.02	-49.0%
Earnings Power Value	Intrinsic	$0.34	-49.5%	—	—
EROIC Spread	Intrinsic	$•••.••	••.•%	$•••.••	••.•%
First Chicago	Scenario	$•••.••	••.•%	$•••.••	••.•%
ML-RIV	Intrinsic	$•••.••	••.•%	$•••.••	••.•%
Dynamic NAV	Asset-Based	$0.82	+7.6%	$2.31	+15.5%
PWERM	Option-Based	$•••.••	••.•%	$•••.••	••.•%
Regime Cross-Sectional	Relative	$•••.••	••.•%	$•••.••	••.•%
Sentiment SOTP	Hybrid	$•••.••	••.•%	$•••.••	••.•%
CUCE Ensemble	Ensemble	$•••.••	••.•%	$•••.••	••.•%
FTNN Topology	Relative	$•••.••	••.•%	$•••.••	••.•%

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INVZ vs LIDR — Which Stock Is More Undervalued?

INVZ scores higher with a 5.8/10 quality rating vs LIDR's 5.3/10. Both stocks are analyzed daily using SEC EDGAR filings across 13 independent models.

Comparing Innoviz Technologies Ltd. (INVZ) and AEye, Inc. (LIDR) 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.

INVZ currently trades at $0.76 with a QOC of 5.8/10, while LIDR trades at $2.00 with a QOC of 5.3/10.

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).