MultiSensor AI Holdings, Inc. (MSAI) Fair Value 2026

MSAI · Optical Instruments & Lenses ·

By CirclFi Research Team · Data from SEC EDGAR, FRED & GDELT

Quality Score

4.8 /10

32 fundamental signals · 11 models active

Value Trap Risk

SAFE (24/100)

Quick Summary — As of 2026-07-13, MultiSensor AI Holdings, Inc. (MSAI) trades at $5.05, approximately 41% below CirclFi’s Bayesian DCF fair value of $8.56. QOC: 4.8/10. Value Trap Risk: 24/100 (SAFE). 11/13 models active.

Key Facts

Ticker
MSAI
Price
$5.05
Quality Score
4.8/10
Value Trap Risk
24/100
Models Active
11/13
Last Updated
Strength: Earnings Power Value suggests +383.5% upside with 21% confidence
Risk: Below-average Quality Score of 4.8/10 signals weak fundamentals

Valuation Matrix

11 Intrinsic Value Models vs. Current Price ($5.05)

Core Models (Unlocked)
Model Fair Value Upside
Bayesian DCF
Low Conviction
$8.56 +69.5%
Earnings Power Value
Medium Conviction
$24.42 +383.5%
CUCE Ensemble
Low Conviction
$14.20 +181.3%
First Chicago
Medium Conviction
$3.36 -33.5%

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What Is MultiSensor AI Holdings, Inc. (MSAI) Worth in 2026?

According to the CirclFi Deep Alpha Valuation Engine, MultiSensor AI Holdings, Inc.'s intrinsic value is estimated at a composite fair value of $11.04. While the stock appears modestly undervalued at $5.05 (implied upside of +118.7%), our analysis suggests a thinner margin of safety across 8 of 11 bullish models. Notably, EPV sees the most upside at +383.5% (fair value: $24.42), while ML-RIV is the most conservative at -66.8% ($1.68). The spread between these extremes — +450.3% — reveals how different analytical frameworks can reach starkly different conclusions.

What Do the Models Say About MSAI?

11 of 13 models are currently active for MSAI. Of these, 8 models suggest upside while 3 models suggest overvaluation. The Bayesian DCF estimates MSAI's intrinsic value at $8.56, implying +69.5% upside from the current price. See which stocks rank higher →

How Does MSAI Rank in Optical Instruments & Lenses?

Among 7 Optical Instruments & Lenses stocks, MSAI ranks #7 by Quality of Company score. CirclFi's QOC score of 4.8/10 evaluates 32 fundamental signals. A score of 4.8 reflects mixed fundamentals.

MultiSensor AI Holdings, Inc. operates in a competitive landscape where fundamental quality metrics are key differentiators for long-term value creation.

Is MSAI a Value Trap?

CirclFi's Value Trap algorithm assigns MSAI a score of 24/100 (SAFE). This indicates minimal risk. Fundamentals are healthy. The score cross-references apparent undervaluation against fundamental deterioration signals. Browse lowest value-trap stocks →

Multi-Model Methodology

11 of 13 models are active for MultiSensor AI Holdings, Inc.. Broad coverage provides high confidence. Each model applies a fundamentally different valuation philosophy. See the complete methodology →

According to the CirclFi Deep Alpha Valuation Engine, MultiSensor AI Holdings, Inc. scores 4.8 out of 10 on our 32-signal quality assessment, a moderate rating that shows mixed signals across our quality framework with notable weaknesses. The QOC score synthesizes profitability margins, revenue growth reliability, debt management, and capital allocation into a single metric designed to separate durable businesses from statistically cheap ones.

The gap between the most bullish and bearish model spans +450.3% — demonstrating why single-model analysis is dangerous. Browse all stocks with 13-model coverage →

Data Sources & Confidence

Every MSAI valuation is built from SEC EDGAR XBRL filings — 700+ standardized financial tags. Macroeconomic context from FRED calibrates discount rates, while GDELT news sentiment feeds into our Sentiment SOTP model. All pipelines run daily. Read the complete data methodology →

Across MSAI's 11 active models, average confidence is 26%. Lower confidence may reflect limited history or high volatility.

CirclFi's output is a research starting point, not a buy/sell signal. All data updates daily. Read the full methodology →

This analysis is produced by the CirclFi Valuation Engine using quantitative models applied to SEC EDGAR filings, public market feeds, and FRED macroeconomic indicators. It is not financial advice.

Read the full investment analysis: Should You Buy MultiSensor AI Holdings, Inc. Stock in 2026? →

Bull case, bear case, risk factors & peer comparison — updated daily

Which Similar Optical Instruments & Lenses Stocks Should You Also Analyze?

6 related Optical Instruments & Lenses stocks with 13-model coverage

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Frequently Asked Questions About MultiSensor AI Holdings, Inc.

What is MultiSensor AI Holdings, Inc.'s intrinsic value in 2026?

Based on CirclFi's 13-model analysis, MultiSensor AI Holdings, Inc. (MSAI) has multiple fair value estimates. The Bayesian DCF model runs 10,000 Monte Carlo simulations with jump-diffusion to estimate intrinsic value at $8.56. The Quality of Company score is 4.8/10 across 32 fundamental signals. All models use SEC EDGAR filings updated daily. See our methodology page for how each model works.

Is MSAI overvalued or undervalued right now?

At $5.05, 8 of 11 active models suggest MSAI may be undervalued, while 3 indicate potential overvaluation. The assessment depends on which methodology best fits MultiSensor AI Holdings, Inc.'s business model in Optical Instruments & Lenses.

What does a Quality of Company score of 4.8 mean for MSAI?

MultiSensor AI Holdings, Inc.'s QOC of 4.8/10 reflects 32 fundamental signals: profitability margins, revenue growth consistency, balance sheet leverage, free cash flow generation, and capital allocation efficiency. Scores below 5 flag potential fundamental weaknesses requiring careful analysis.

How many valuation models does CirclFi run on MSAI?

CirclFi analyzes MSAI with 13 institutional-grade models daily: Bayesian DCF (Monte Carlo + jump-diffusion), EPV (Greenwald zero-growth), EROIC Spread (McKinsey reinvestment), First Chicago (3-scenario), Markov DDM (regime-switching), ML-RIV (machine learning residual income), Dynamic NAV (asset-based), PWERM (option-theoretic), Regime Cross-Sectional (relative), Sentiment SOTP (hybrid), CUCE Ensemble (meta-model), FTNN Topology (neural network), and RCMH-DCF (conditional regime). Currently 11 of 13 are active for this stock. Read the full methodology →

Is MSAI a value trap in 2026?

MultiSensor AI Holdings, Inc.'s Value Trap score is 24/100 (SAFE). This low score indicates the current valuation is not artificially depressed by fundamental deterioration, suggesting genuine opportunity rather than a trap. Browse stocks by value-trap risk →

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