Firefly Neuroscience, Inc. (AIFF) Fair Value 2026

AIFF · Software - Application ·

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

Quality Score

5.9 /10

32 fundamental signals · 1 models active

Value Trap Risk

DANGER (61/100)

Quick Summary — As of 2026-08-28, Firefly Neuroscience, Inc. (AIFF) trades at $1.08. QOC: 5.9/10. Value Trap Risk: 61/100 (DANGER). 1/13 models active.

Key Facts

Ticker
AIFF
Price
$1.08
Quality Score
5.9/10
Value Trap Risk
61/100
Models Active
1/13
Last Updated
Strength: Dynamic NAV suggests +15.3% upside with 52% confidence
Risk: Value Trap score of 61 suggests caution despite apparent undervaluation

What Fair Value Does Each Model Give AIFF?

1 Intrinsic Value Models vs. Current Price ($1.08)

Core Models (Unlocked)
Model Fair Value Upside
Asset-Based · High Conviction
 $1.24 +15.3%

All Models Active

All 1 models are displayed above.

What Is Firefly Neuroscience, Inc. (AIFF) Worth in 2026?

According to the CirclFi Deep Alpha Valuation Engine, Firefly Neuroscience, Inc. is potentially undervalued at its current price of $1.08. Based on our 13-model framework, Firefly Neuroscience, Inc.'s intrinsic value is estimated at a median fair value of $1.24 — representing +15.3% implied upside — with 1 out of 1 active models confirming this thesis.

What Do the Models Say About AIFF?

1 of 13 models are currently active for AIFF. All 1 active models suggest the stock trades below fair value. See which stocks rank higher →

How Does AIFF Rank in Software - Application?

Among 263 Software - Application stocks, AIFF ranks #169 by Quality of Company score. CirclFi's QOC score of 5.9/10 evaluates 32 fundamental signals. A score of 5.9 reflects mixed fundamentals.

See all Most Undervalued Software - Application Stocks →

Firefly Neuroscience, Inc.'s positioning within the Software - Application segment means that net revenue retention (NRR) plays an outsized role in fundamental analysis. The sector's unique characteristics — including total addressable market (TAM) expansion — shape both the opportunity set and risk profile.

Is AIFF a Value Trap?

CirclFi's Value Trap algorithm assigns AIFF a score of 61/100 (DANGER). This is a high-risk signal. Deteriorating fundamentals suggest the discount may be justified. The score cross-references apparent undervaluation against fundamental deterioration signals. Browse lowest value-trap stocks →

Multi-Model Methodology

1 of 13 models are active for Firefly Neuroscience, Inc.. Limited activation may indicate insufficient history. Each model applies a fundamentally different valuation philosophy. See the complete methodology →

According to the CirclFi Quality of Company (QOC) framework, Firefly Neuroscience, Inc. earns a quality score of 5.9/10. This respectable rating reflects the company's standing across 32 fundamental signals spanning profitability, growth consistency, balance sheet strength, and capital allocation efficiency. However, our Value Trap algorithm flags elevated risk — suggesting that apparent cheapness may mask deteriorating fundamentals.

CirclFi runs 13 independent models for each stock. Browse all stocks with 13-model coverage →

Data Sources & Confidence

Every AIFF 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 AIFF's 1 active models, average confidence is 52%. Moderate confidence indicates reasonable fit.

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 Firefly Neuroscience, Inc. Stock in 2026? →

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

Which Similar Software - Application Stocks Should You Also Analyze?

11 related Software - Application stocks with 13-model coverage

YMTYimutian Inc.QOC 5.9AMSTAmesite Inc.QOC 5.9NRDYNerdy Inc.QOC 6.0INVUInvestview, Inc.QOC 5.8CURRCURRENC Group Inc.QOC 6.0HOLOMicroCloud Hologram Inc.QOC 5.8FRGTFreight Technologies, Inc.QOC 3.8PDPagerDuty, Inc.QOC 8.9CMRCCommerce.com, Inc.QOC 7.3ADSKAutodesk, Inc.QOC 9.9PTCPTC Inc.QOC 9.8

Read investment analysis: YMT · AMST · NRDY · INVU · CURR · HOLO · FRGT · PD · CMRC · ADSK · PTC

Which Other Stocks Have a Similar Quality Score to AIFF?

7 companies across all industries closest to AIFF’s Quality of Company score of 5.9/10.

JFJ and Friends Holdings LimitedQOC 5.9SATLSatellogic Inc.QOC 5.9WTGWintergreen Acquisition Corp.QOC 5.9YJYunji Inc.QOC 5.9XRNChiron Real Estate Inc.QOC 5.9BLGOBioLargo, Inc.QOC 5.9NVDANVIDIA CorporationQOC 10.0

Read investment analysis: JF · SATL · WTG · YJ · XRN · BLGO · NVDA

Where Does AIFF Sit in CirclFi's Software - Application Rankings?

AIFF is ranked against every other Software - Application stock CirclFi covers in each of these screens.

See all Software - Application stocks ranked →

What Else Do Investors Ask About Firefly Neuroscience, Inc.’s Valuation?

What is Firefly Neuroscience, Inc.'s intrinsic value in 2026?

CirclFi does not yet have enough active models to publish a median fair value for Firefly Neuroscience, Inc. (AIFF). The Quality of Company score is 5.9/10 across 32 fundamental signals. All models use SEC EDGAR filings updated daily. See our methodology page for how each model works.

Is AIFF overvalued or undervalued right now?

At $1.08, 1 of 1 active models suggest AIFF may be undervalued, while 0 indicate potential overvaluation. The assessment depends on which methodology best fits Firefly Neuroscience, Inc.'s business model in Software - Application.

What does a Quality of Company score of 5.9 mean for AIFF?

Firefly Neuroscience, Inc.'s QOC of 5.9/10 reflects 32 fundamental signals: profitability margins, revenue growth consistency, balance sheet leverage, free cash flow generation, and capital allocation efficiency. Scores between 5-7 reflect moderate fundamentals with areas for improvement.

How many valuation models does CirclFi run on AIFF?

CirclFi analyzes AIFF 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 1 of 13 are active for this stock. Read the full methodology →

Is AIFF a value trap in 2026?

Firefly Neuroscience, Inc.'s Value Trap score is 61/100 (DANGER). This elevated score suggests the stock may look undervalued but faces deteriorating fundamentals — declining margins, rising debt, or shrinking revenue could make the apparent discount deceptive. Browse our ranked stock lists to compare value-trap scores across industries. Browse stocks by value-trap risk →

Cite this analysis — “CirclFi assigns Firefly Neuroscience, Inc. (AIFF) a Quality of Company score of 5.9/10 across 32 fundamental signals as of 2026-08-28.” Source: circlfi.com/stock/AIFF/ · Methodology
Primary sources for this AIFF valuation
  • Financial statements: Firefly Neuroscience, Inc. 10-K and 10-Q filings on SEC EDGAR (CIK 0000803578) — 700+ standardized XBRL tags, published by the U.S. Securities and Exchange Commission.
  • Discount-rate inputs: FRED, Federal Reserve Bank of St. Louis — risk-free rates, VIX, yield curve, inflation.
  • News sentiment: The GDELT Project — global media tone, input to the Sentiment SOTP model.
  • Model definitions: CirclFi methodology — the published specification for all 13 models, including the academic sources each one implements.

Market data for AIFF as of ; valuations recomputed .