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Verdict
Quantitative factor alignment verified for current market regime.
Quant Score
Rank
#3628
Positioning
Market Dominance
Manufacturing
Automobiles And Trucks
$817M
Soroush S. Dardashti
Aeva Technologies, Inc., through its frequency modulated continuous wave (FMCW) sensing technology, designs a 4D LiDAR-on-chip. The company was founded in 2017 is based in Mountain View, California.
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X-AXIS: EV/EBITDA (LOWER = CHEAPER) | Y-AXIS: ROE (HIGHER = ELITE) | RED CIRCLE = AEVA ANALYSIS TARGET
| Stock | Rating | Score▼ | Quality | Value | Momentum | P/E | EV/EBITDA | ROE | ROA | Gross Mgn | Op Mgn | Net Mgn | Rev Growth | Div Yield | D/E | Mkt Cap | AUDIT |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
$UL UNILEVER PLC | 78 | 96 | 98 | 59 | - | - | 28.5% | 8.0% | 100.0% | 100.0% | 10.4% | -4.6% | 3.3% | 0.0x | $141.8B | VS | |
$ASML ASML HOLDING NV | 77 | 89 | 86 | 83 | - | - | 46.1% | 16.6% | 51.3% | 31.9% | 26.8% | -4.0% | 1.0% | 25.0x | $272.1B | VS | |
$ESLT ELBIT SYSTEMS LTD | 76 | 81 | 87 | 85 | - | - | 10.3% | 3.1% | 24.1% | 7.2% | 4.7% | 14.3% | 0.8% | 25.0x | $11.4B | VS | |
$MT ArcelorMittal | 75 | 71 | 98 | 85 | - | - | 2.2% | 1.5% | 9.3% | 5.3% | 2.2% | -8.5% | 2.2% | 16.0x | $18.9B | VS | |
$AMAT APPLIED MATERIALS INC /DE | 75 | 85 | 87 | 84 | 20.9x | 13.6x | 35.5% | 19.8% | 48.7% | 29.2% | 24.7% | 4.4% | 0.8% | 32.0x | $181.9B | VS | |
$SIMO Silicon Motion Technology CORP | 75 | 84 | 86 | 85 | - | - | 11.8% | 8.8% | 45.9% | 11.3% | 11.1% | 25.7% | 3.7% | 0.0x | $1.8B | VS | |
$CODA Coda Octopus Group, Inc. | 74 | 83 | 90 | 79 | 16.3x | 11.9x | 7.6% | 7.0% | 66.5% | 17.1% | 15.6% | 39.0% | 0.0% | 0.0x | $115M | VS | |
$GSK GSK plc | 74 | 84 | 90 | 70 | - | - | 22.6% | 4.9% | 71.2% | 12.8% | 9.4% | 1.7% | 5.9% | 124.0x | $72.1B | VS | |
$EFXT Enerflex Ltd. | 74 | 80 | 91 | 83 | - | - | 3.0% | 1.1% | 20.9% | 7.3% | 1.3% | 3.0% | 0.9% | 67.0x | $1.2B | VS | |
$BUD Anheuser-Busch InBev SA/NV | 74 | 84 | 97 | 63 | - | - | 8.2% | 3.5% | 55.3% | 25.9% | 12.4% | 0.7% | 1.7% | 0.0x | $87.0B | VS | |
$AEVA Aeva Technologies, Inc. | 39 | 23 | 61 | 69 | 6.7x | 1.9x | -474.2% | -169.7% | -15.0% | -1036.7% | -797.8% | 77.9% | 0.0% | 179.0x | $817M | ||
| SECTOR BENCH | - | - | - | - | - | 22.3x | 11.5x | -2.5% | -0.1% | 42.5% | 1.3% | -0.2% | 5.9% | 0.0% | 0.2x | - | REF |
Aeva Technologies, Inc. (AEVA) receives a "Avoid" rating with a composite score of 39.3/100. It ranks #3628 out of 7,333 stocks in our coverage universe and carries a 1-star rating. Ratings are driven by a 6-factor quantitative model measuring quality, value, momentum, investment, stability, and short interest.
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YOY expansion rate
Core pricing power
Operating efficiency
Bottom-line conversion
Equity capital efficiency
Asset base utilization
Financial leverage load
Direct cash return
Soroush S. Dardashti
Chief Executive Officer
Labor Force
230
23
17
18
Audit Verdict: Lower quality and stability scores may indicate governance concerns.
No recent insider transactions available for AEVA
Outperforming peers — winners tend to keep winning over 3-12 months
Trading at a discount to fundamentals — favorable entry valuation
Weak fundamentals — higher risk of value trap
High volatility — wider range of outcomes increases timing risk
Aggressive spending — empire-building risk, dilutive growth
Below-average composite — caution warranted
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Relative valuation derived from Manufacturing sector benchmarks. Model weights: EV/EBITDA (40%), P/B (35%), P/S (25%). Re-calculated daily.
Projection based on user-defined inputs. Re-calculated daily against current market data.
Reverse DCF Framework — Mauboussin Methodology
Institutional-grade Reverse DCF analysis. This model identifies the growth hurdles embedded in current market prices. When implied growth is significantly lower than historical or projected rates, a margin of safety may exist. Re-audited daily.
No analyst ratings for AEVA.
View All RatingsMaterial decline in asset turnover efficiency detected
High margin volatility — erratic forensic earnings quality
ROE proxy -474.2% (sector -2.5%)
GM -15% vs sector 43%, OM -1037% vs sector 1%
Capital turnover N/A, R&D intensity 534.4%
Rev growth 78%, 6yr history
Interest coverage N/A
Composite assessment of profitability, capital efficiency, and financial strength. Top-tier entities demonstrate sustainable cash flow generation and elite competitive moats.
Profit generated per dollar of shareholder equity
Efficiency of asset utilization
Pricing power and cost efficiency
Core business profitability
Bottom-line profitability
The Quality factor evaluates the persistence and magnitude of realized cash flows. Companies with scores >70 exhibit superior pricing power and structural financial resilience through diverse economic regimes.
Our uncertainty rating tracks the predictability of future cash flows and potential for permanent capital loss. Moderate visibility with standard industry cyclicality.
Our quantitative model flags Aeva Technologies, Inc. with an Avoid rating, assigning a composite score of 39.3/100 and 1 out of 5 stars. Ranked #3628 of 7,333 stocks, AEVA falls in the bottom tier across key factors. Historically, stocks with this profile have faced elevated risk of underperformance and capital loss.
Aeva Technologies, Inc. registers a weak quality score of just 23/100, indicating significant profitability challenges. The company reports a return on equity of -474.2% (sector avg: -2.5%), gross margins of -15.0% (sector avg: 42.5%), net margins of -797.8% (sector avg: -0.2%). Low quality scores are often associated with businesses in turnaround mode, early-stage growth, or structurally challenged industries.
AEVA's value score of 61/100 indicates the stock is fairly valued based on its current fundamentals. Key valuation metrics include a P/E ratio of 6.70x, an EV/EBITDA of 1.87x, a P/B ratio of 22.68x. At this level, neither a clear bargain nor overpriced, the stock's attractiveness depends more on forward growth expectations and qualitative factors.
Aeva Technologies, Inc.'s investment score of 17/100 suggests limited reinvestment activity. Key growth metrics include revenue growth of 77.9% vs. a sector average of 5.9% and a return on assets of -169.7% (sector: -0.1%). While this can be positive for mature, cash-generative businesses returning capital to shareholders, it may also signal a lack of growth opportunities or management conservatism.
AEVA demonstrates moderate momentum with a score of 69/100, suggesting a neutral price trend without strong directional conviction. Revenue growth stands at 77.9% year-over-year, while a beta of 2.37 reflects its sensitivity to broader market moves. Moderate momentum may indicate the stock is consolidating or transitioning between trends, warranting close monitoring of upcoming catalysts.
Aeva Technologies, Inc. registers a low stability score of 18/100, indicating high volatility and potentially stressed financial conditions. Key stability metrics include a beta of 2.37 and a debt-to-equity ratio of 179.00x (sector avg: 0.2x). Stocks at this level carry elevated capital loss risk and may be unsuitable for conservative portfolios without careful risk management.
The short interest score of 50/100 for AEVA suggests somewhat elevated bearish positioning by institutional traders. Specific risk factors include high market sensitivity (beta: 2.37), elevated leverage (D/E: 179.00x), small-cap liquidity risk. With a $817M market cap (small-cap), Aeva Technologies, Inc. may experience above-average volatility. Investors should consider whether the short thesis has merit or if it creates a potential short-squeeze opportunity.
Aeva Technologies, Inc. is a small-cap company in the Manufacturing sector, ranked #0 of 50 in its sector (100th percentile) and #3628 of 7,333 overall (51st percentile). Key comparisons include ROE of -474.2% trailing the -2.5% sector median and operating margins of -1036.7% below the 1.3% sector average. This top-quartile standing reflects exceptional competitive strength relative to Manufacturing peers.
While AEVA currently exhibits a AVOID profile, superior opportunities exist within the MANUFACTURING sector. Our model identifies several "Strong Buy" candidates with higher quality scores and more attractive valuations among direct industry competitors.
View Top Manufacturing Alpha →Quant Factor Profile
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Improvement in Investment (17) would have the largest impact on the composite score.
EV/EBITDA 84% BELOW SECTOR MEDIAN (FAVORABLE)
ROE 19020% ABOVE SECTOR MEDIAN (FAVORABLE)
Gross Margin 135% BELOW SECTOR MEDIAN
AUDIT DATA AS OF SEP 30, 2025 (Q2 FY2025)
We rate Aeva Technologies, Inc. (AEVA) as Avoid with a composite score of 39.3/100 at a current price of $13.05. The stock falls in the bottom quintile of our universe across key quantitative factors, and the multi-factor weakness suggests a high probability of continued underperformance.
The rating is primarily driven by strength in momentum (69th percentile) and value (61th percentile), which together account for the majority of the composite score. Offsetting weakness in investment (17th percentile) and stability (18th percentile) tempers our overall conviction. We assign a No Moat rating (25/100), Very High uncertainty, and Poor capital allocation.
Key items to watch: balance sheet deleveraging progress; sustainability of the current growth rate; the path to profitability. Any material change in these dynamics could warrant a reassessment of our rating. The moat trend is stable, which suggests the competitive landscape is stable for now.
Aeva Technologies, Inc. holds a top-quartile position (#0 of 50) within the Manufacturing sector, based on our composite quantitative scoring across quality, value, momentum, and stability factors. The composite score of 39.3/100 places it at rank #3628 in our full 7,333-stock universe. At $817M in market capitalization, Aeva Technologies, Inc. is a small-cap player in the Manufacturing space, which limits certain scale advantages but may allow for more agile strategic execution.
The near-term outlook is constructive, with revenue growing at 78% and momentum in the 69th percentile confirming positive market sentiment and institutional accumulation. The combination of strong top-line growth and favorable price dynamics suggests the company is executing well on its growth strategy. Investment factor at the 17th percentile indicates reinvestment patterns that investors should monitor for sustainability.
The margin cascade tells an important story: gross margins of -15% (-57.5pp vs sector) narrow to operating margins of -1037% (-1038.0pp vs sector) and net margins of -797.8%, yielding a gross-to-net conversion rate of N/A%. The significant margin erosion from gross to net suggests elevated operating expenses, high interest costs, or other structural drags that warrant monitoring.
At a current price of $13.05, Aeva Technologies, Inc. is trading near fair value based on current fundamentals. Our value factor score of 61/100 reflects a composite assessment across multiple valuation metrics including price-to-earnings, price-to-book, EV/EBITDA, and price-to-sales ratios relative to both sector peers and the broader market. Valuation metrics are mixed, with no strong signal of mispricing in either direction.
The stock currently trades at a P/E of 6.7x (a 70% discount to the sector median of 22.3x), EV/EBITDA of 1.9x (discounted to peers), P/B of 22.7x, P/S of 51.2x. The below-sector P/E suggests possible undervaluation or the market pricing in near-term headwinds.
Revenue growth of 78% confirms the business is expanding its addressable market — growth at this level typically supports multiple expansion and attracts institutional capital.
Positive momentum (69th percentile) indicates institutional accumulation and favorable technical dynamics that tend to persist in the intermediate term.
The Avoid rating (composite 39.3/100) reflects multi-factor weakness, and historically, stocks in this scoring range have underperformed the market by a meaningful margin.
Elevated leverage (179% D/E) amplifies downside risk and limits management's financial flexibility in adverse scenarios.
Thin net margins of -797.8% provide limited cushion against cost pressures, competitive pricing, or macroeconomic headwinds — even small changes in costs could swing the company to a loss.
We assign a Very High uncertainty rating to Aeva Technologies, Inc.. The stock exhibits multiple compounding risk factors: elevated market sensitivity (beta of 2.37), significant leverage (179% debt-to-equity), current negative profitability (net margin -797.8%). The extreme uncertainty around future cash flows makes precise valuation difficult, and the range of outcomes is exceptionally wide. Only investors with high risk tolerance and extended time horizons should consider this name.
Specific risk factors that inform our assessment include: elevated market sensitivity (beta of 2.37); significant leverage (179% debt-to-equity); current negative profitability (net margin -797.8%); below-average price stability (18th percentile). Each of these factors independently widens the distribution of potential outcomes, and in combination they create a risk profile that demands careful position sizing. The stability factor at the 18th percentile and quality factor at the 23th percentile provide a quantitative summary of the overall risk landscape.
We identify limited risk mitigants at this time, which contributes to our very high uncertainty assessment. Investors should monitor for improvement in balance sheet metrics, margin stability, and business predictability that could warrant a downgrade in our risk assessment over time.
We rate Aeva Technologies, Inc.'s capital allocation as Poor. Key concerns include low returns on equity (-474.2%), elevated leverage (179% D/E), negative profitability, weak asset returns (ROA -169.7%). Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — Aeva Technologies, Inc. significantly underperforms these benchmarks, raising questions about management's ability to create shareholder value.
Investors should scrutinize management's reinvestment decisions and balance sheet trajectory before committing capital. Poor capital allocation often compounds over time: overlevered balance sheets limit strategic flexibility, while low returns on capital destroy shareholder value. We would need to see sustained improvement in profitability metrics and balance sheet discipline before considering an upgrade.
In summary, Aeva Technologies, Inc. receives a Avoid rating with a composite score of 39.3/100 (rank #3628 of 7,333). Our quantitative framework assigns a No Moat (25/100, trend: stable), Very High uncertainty, and Poor capital allocation. The average factor score across quality, value, momentum, stability, and investment is 37/100.
Our analysis does not support a constructive view on Aeva Technologies, Inc. at this time. The combination of limited competitive advantages, very high uncertainty, and poor capital allocation suggests unfavorable risk-reward at current levels. We recommend investors avoid new positions and existing holders consider reducing exposure.
Analysis derived from Blank Capital Research quantitative terminal. For informational purposes only. No trade solicitation. Past performance not indicative of future results. Consult a qualified advisor.
We do not assign Aeva Technologies, Inc. a meaningful economic moat, scoring 25/100 on our composite assessment. Current fundamentals do not demonstrate the kind of durable competitive advantages — such as superior returns on invested capital, margin superiority, or reinvestment efficiency — that would protect the company from competitive erosion over the long term. The highest-scoring pillar, growth durability, reached only 11.8/20.
The strongest moat sources are growth durability (11.8/20) and reinvestment efficiency (7/20). Rev growth 78%, 6yr history. Capital turnover N/A, R&D intensity 534.4%. These pillars form the core of Aeva Technologies, Inc.'s competitive identity and are the primary drivers of excess returns in our framework.
Areas of relative weakness include margin superiority (0.1/20) and economic value creation (2.5/20). GM -15% vs sector 43%, OM -1037% vs sector 1%. Improvement in these areas could meaningfully widen the moat over time, while deterioration would be an early warning of competitive erosion.
Our moat trend assessment is Stable. Multi-year ROIC and operating margin trajectories show neither meaningful improvement nor deterioration, suggesting the competitive position is steady. We expect Aeva Technologies, Inc.'s moat profile to remain largely unchanged absent a material shift in return on capital or industry dynamics.
Key profit drivers include robust top-line growth of 78% expanding the revenue base. The margin cascade from -15% gross to -1037% operating to -797.8% net reveals the company's cost structure and reinvestment intensity. Our analysis indicates that profit quality raises some durability concerns, with the quality factor at the 23th percentile.
The margin profile shows gross margins of -15%, operating margins of -1037%, net margins of -797.8%. Return metrics include ROE of -474.2% and ROA of -169.7%. Relative to the Manufacturing sector, gross margins are 57.5 percentage points below the sector median of 43%, and ROE of -474.2% compares to a sector median of -2.5%.
The balance sheet reflects high leverage with D/E of 179%, which may limit financial flexibility, revenue growth of 78%. The sector median D/E is 0%, putting Aeva Technologies, Inc. at higher leverage than the typical peer. Elevated leverage in combination with the current margin profile warrants close monitoring for any deterioration in debt-servicing capacity.
Below-average quality (23th percentile) raises durability concerns about the fundamental profile and increases the risk of negative earnings surprises.
High beta of 2.37 means amplified losses in market selloffs — in a broad market correction, this stock would likely decline more than the index.
Above 50MA
37.18%
Net New Highs
+51081
MOUNTAIN VIEW, Calif., February 09, 2026--Aeva® (Nasdaq: AEVA), a leader in next-generation sensing and perception systems, today announced it will report results for the fourth quarter and full year 2025 after market close on Thursday, February 26, 2026. Aeva will host a conference call and webcast to discuss the fourth quarter and full year 2025 results at 2:00 p.m. Pacific Time (5:00 p.m. Eastern Time) on the same day.
MOUNTAIN VIEW, Calif., January 28, 2026--Aeva® (Nasdaq: AEVA), a leader in next-generation sensing and perception systems, today announced that Aeva management will participate in the following investor event:
MOUNTAIN VIEW, Calif., January 20, 2026--Aeva® (Nasdaq: AEVA), a leader in next-generation sensing and perception systems, today announced that it has been selected by Forterra, a pioneer in full-stack autonomous mission systems for defense and complex operational environments, to provide its 4D LiDAR sensors and perception technology for Forterra’s autonomous vehicle system, AutoDrive.

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