Grade: F — Eliminate
Framework: Schilit *Financial Shenanigans* + Beneish M-Score + forensic accounting principles
Data: SEC EDGAR 10-K (Filed 2026-02-12) + Yahoo Finance
Auditor: KPMG LLP — Clean opinion (no going concern warning)
Fiscal Year: 2025 (ended December 31, 2025)
One-line verdict: Rivian has accumulated $27 billion in losses since inception. In FY2025, it lost $3.6 billion — $85,800 per vehicle delivered. Free cash flow was negative $2.5 billion. The company has $6.6B in liquidity, which at the current burn rate lasts approximately 10-11 quarters. Gross margin turned positive for the first time ($144M) — but the automotive segment still lost $432M at the gross level. The entire profit turnaround came from the Volkswagen joint venture's software services revenue ($576M gross profit). Rivian is paying 10% interest on secured debt because the credit market prices it as a distressed borrower. The R2 midsize SUV, expected Q2 2026, is an existential bet: if it works, Rivian becomes a real car company; if it doesn't, the cash runway runs out before profitability arrives. This is a venture capital thesis, not an earnings quality story.
| Metric | Result |
|---|---|
| Red Flags | **3** (AR outpacing revenue 2 years, CFFO < NI 3 years, negative FCF 3 years) |
| Watch Items | **7** (CapEx surge, SG&A extreme, gross margin swing, negative FCF, cash/debt coverage, leverage, soft assets) |
| Checks Completed | **17/18** |
| Beneish M-Score | **-8.32** (safe — but only because losses distort the model) |
| Altman Z-Score | **-4.79** (distress zone) |
$27 Billion in Cumulative Losses
| Metric | 2022 | 2023 | 2024 | 2025 | Trend |
|---|---|---|---|---|---|
| Vehicles Produced | — | — | 49,476 | 42,284 | -15% |
| Vehicles Delivered | — | 50,122 | 51,579 | 42,247 | -18% |
| Revenue | $1.7B | $4.4B | $5.0B | **$5.4B** | +8% |
| Gross Profit/(Loss) | -$3.1B | -$2.0B | -$1.2B | **$144M** | First time positive |
| Net Loss | -$6.8B | -$5.4B | -$4.7B | **-$3.6B** | Improving but massive |
| Loss Per Vehicle | — | $108,400 | $92,000 | **$85,800** | Still losing $86K per truck |
| Accumulated Deficit | — | — | $23.3B | **$27.0B** |
The 10-K's Risk Factors section opens with the central truth: "We are a growth stage company with limited operating history and a history of losses. We expect to incur significant expenses and continuing losses for the foreseeable future and may not be able to achieve or maintain profitability in the future." It then quantifies: "net losses of $5,432 million, $4,746 million, and $3,626 million for the years ended December 31, 2023, 2024 and 2025, respectively."
The losses are shrinking — that's the optimistic read. From -$6.8B to -$3.6B in three years. Loss per vehicle improved from $108K to $86K. But $27 billion in cumulative losses to produce a company that delivers 42,247 vehicles annually and still can't cover operating costs is a sobering number.
Deliveries fell 18% to 42,247. The 10-K attributes this to the Section 45W commercial EV tax credit expiring September 30, 2025: deliveries pulled forward into Q3, then collapsed in Q4. But the 10-K's MD&A also notes a "decrease in sales of automotive regulatory credits" as a factor in the automotive revenue decline.
Gross Margin Turned Positive — Read the Fine Print
Consolidated gross margin flipped to +2.7% in FY2025. First time ever. This is a genuine milestone. But segment-level data tells the real story:
| Segment | 2024 Revenue | 2024 Gross | 2025 Revenue | 2025 Gross | 2025 Margin |
|---|---|---|---|---|---|
| Automotive | $4,486M | -$1,207M | $3,830M | **-$432M** | -11.3% |
| Software & Services | $484M | $7M | **$1,557M** | **$576M** | 37.0% |
| **Total** | $4,970M | -$1,200M | **$5,387M** | **$144M** | **2.7%** |
The automotive business — the actual car-making operation — still lost $432M at the gross level. The 10-K explains the improvement came from "higher average selling prices and reductions in the cost per vehicle" driven by "a consumer shift towards higher performance variants along with a decline in discounting" and "reductions in the cost of raw materials, product components, and conversion costs."
The entire positive swing came from Software & Services, which exploded from $484M to $1.56B in revenue (+222%). The 10-K states this was "primarily due to an increase in vehicle electrical architecture and software development services" — meaning the Volkswagen joint venture. Rivian is being paid to develop software architecture for VW's future vehicles. Real revenue, real profit, 37% margins. But completely dependent on a single customer.
The Automotive Cost Problem
The 10-K is explicit about why cars lose money: "The production capacity at our manufacturing facility in Normal, Illinois is operating significantly below full vehicle production rate capacity. This lower utilization of plant capacity results in the cost of revenues to operate the plant being much higher per unit of production than would be the case if we were manufacturing at capacity."
Automotive cost of revenues included $484M of depreciation and $43M of stock-based compensation in FY2025. The factory's capacity was upgraded to 215,000 units annually, but only 42,284 vehicles were produced — roughly 20% utilization. Fixed costs are being spread across a fraction of potential output.
Cash Runway: 10-11 Quarters
| Item | Dec 2024 | Dec 2025 |
|---|---|---|
| Cash + Cash Equivalents | $5,294M | $3,579M |
| Short-term Investments | $2,406M | $2,503M |
| ABL Facility Available | $1,363M | $506M |
| **Total Liquidity** | **$9,063M** | **$6,588M** |
| Cash Flow | 2023 | 2024 | 2025 |
|---|---|---|---|
| Net Loss | -$5,432M | -$4,746M | -$3,626M |
| Operating Cash Flow | -$4,866M | -$1,716M | **-$779M** |
| Capital Expenditures | -$1,026M | -$1,141M | **-$1,710M** |
| **Free Cash Flow** | **-$5,892M** | **-$2,857M** | **-$2,489M** |
Operating cash flow improved dramatically from -$4.9B to -$779M. The bridge: $784M in depreciation, $741M in SBC, $522M inventory reduction, $571M increase in payables/accrued liabilities, and $503M in deferred revenues (VW joint venture payments received in advance). Real improvement in working capital management.
But CapEx surged 50% from $1.1B to $1.7B as Rivian invests in the Normal Factory paint shop upgrade and prepares Stanton Springs North in Georgia. Net result: FCF remained deeply negative at -$2.5B.
At roughly $622M per quarter in cash burn, $6.6B in liquidity lasts approximately 10-11 quarters — to roughly mid-2028. R2 deliveries start Q2 2026. The timeline is tight: Rivian needs R2 to work and start contributing positive cash flow within 18-24 months of launch.
Lifelines: Conditional Capital
Three external funding sources could extend the runway significantly — if conditions are met:
1. Volkswagen: Up to $2.5B more
The 10-K discloses: "We expect to receive up to an additional $2.5 billion from Volkswagen Group, comprised of (i) $1.5 billion in equity investments (which may be effected in part with a convertible debt instrument)... and (ii) $1.0 billion in the form of a loan to be made available through the Joint Venture... in each case, subject to certain conditions, including the achievement of certain milestones." VW already invested $1B in June 2025 (52M shares at $14.56/share) after the Financial Milestone was achieved.
2. DOE ATVM Loan: Up to $6.0B
The 10-K details a multi-draw term loan: "the first tranche aggregate principal amount of up to approximately $3,355 million (the Note A Loan) and the second tranche aggregate principal amount of up to approximately $2,620 million (the Note B Loan)." Conditions include "the Sponsor maintaining positive gross margin for certain periods prior to the first Note A Loan advance" and "the Borrower achieving certain vehicle sales metrics." Interest rate: US Treasury yield + 0% spread — essentially government-rate financing, if they qualify. Note A matures 2045; Note B matures 2041.
3. State Incentives
Georgia and Illinois economic development agreements tied to job creation and capital investment at the factories.
If all lifelines materialize, Rivian could access $10B+ in additional capital. But every dollar is conditional. The DOE loan requires positive gross margin (barely achieved) and vehicle sales milestones. VW payments require technology milestones. Conditional funding is not money in the bank.
Debt: $4.5B at Increasingly Expensive Rates
| Debt Instrument | Maturity | Principal | Rate |
|---|---|---|---|
| 2029 Green Convertible Notes | 2029 | $1.5B | 4.625% |
| 2030 Green Convertible Notes | 2030 | $1.7B | 3.625% |
| 2031 Green Secured Notes | 2031 | $1.3B | **10.0%** |
| **Total** | **$4.5B** |
The 2031 secured notes at 10% interest were issued June 2025 to refinance the 2026 notes coming due. The 10-K describes them as "fixed rate senior secured green notes" with first-priority liens on "substantially all assets of the Company and the guarantors." A pre-profit company paying 10% on secured debt tells you what the credit market thinks.
Annual interest expense: $274M — a non-trivial cash drain for a company that has never earned a dollar of net profit. The 10-K shows interest expense actually declined from $318M to $274M due to "reduced interest rates resulting from the refinancing of the 2026 Notes," meaning the old debt was even more expensive.
The convertible notes (2029 at ~$20.13/share conversion price) are effectively straight debt with the stock well below conversion price. These will need to be repaid in cash unless the stock recovers significantly.
The R2 Bet: Everything Depends on This
The 10-K's MD&A frames R2 as existential: "We believe R2 will be foundational to Rivian's long-term growth and profit potential, positioning Rivian to address new, global market segments and designed to build upon our industry-leading technology platform as well as our focus on driving down manufacturing complexity and improving cost efficiency."
Key facts from the 10-K:
The logic is sound: R1 at $70K+ is niche, maxing out at ~52K annual deliveries. R2 at $45K targets a vastly larger market. If it works, annual volume could jump to 100K+ and per-unit costs drop with higher factory utilization.
The risk is equally clear. The 10-K warns: "our future profitability depends upon our ability to scale our production and delivery operations more efficiently at a lower cost per unit. Achieving cost reductions requires, among other things, a timely launch and associated ramp of R2... Should we not achieve such reductions in a timely manner, we could experience adverse impacts to our gross margin and overall profitability." Every new automotive platform launch in history has encountered delays, quality issues, or supplier bottlenecks. Rivian has zero margin for error.
The Tariff Problem
The 10-K repeatedly warns about tariffs: "We have experienced and will continue to experience cost increases as a result of changes to existing or future tariffs and other trade barriers." Specifically: "Effective May 3, 2025, the United States government adjusted tariffs on imported automobile parts under Section 232 of the Trade Expansion Act of 1962, imposing a 25% tariff on many parts." Rivian received a license for tariff offsets through April 2026 based on domestic vehicle assembly, but the 10-K notes exposure to "tariffs on imported materials containing steel, aluminum, and graphite, as well as reciprocal tariffs from time to time."
For a company already losing money on every vehicle, any cost increase flows directly to the bottom line. The 10-K states plainly: "If we are unable to mitigate these cost increases, or if demand for our vehicles decreases due to the higher cost, economic uncertainty or global or domestic recession, our business, prospects, financial condition, results of operations, and cash flows could be materially and adversely affected."
The Auditor's Concern: Warranty Reserve
KPMG identified a single Critical Audit Matter: evaluation of the warranty reserve ($463M as of December 31, 2025).
The concern: "Evaluating the Company's expected frequency of future claims used to determine the warranty reserve required especially subjective auditor judgment and the use of actuarial professionals with specialized skills and knowledge due to the Company's limited history of vehicle sales."
Warranty activity (from Note 5):
| 2023 | 2024 | 2025 | |
|---|---|---|---|
| Beginning balance | $100M | $275M | $473M |
| Warranties issued | $233M | $261M | $184M |
| Adjustments to pre-existing | -$22M | +$5M | **-$84M** |
| Costs incurred | -$36M | -$68M | -$110M |
| **Ending balance** | **$275M** | **$473M** | **$463M** |
The $84M favorable adjustment to pre-existing warranties includes a "$45 million reduction" from revised estimates. With only 3 years of vehicle sales history, the warranty reserve is based heavily on "benchmark data" from other manufacturers. As the car parc ages, actual claims could materially exceed estimates. KPMG brought in actuarial specialists to assess this risk.
Note that KPMG issued a clean opinion with no going concern warning — despite $27B in cumulative losses and ongoing negative cash flow. This means KPMG assessed that Rivian has sufficient liquidity to continue operations for at least 12 months from the filing date (February 2026 through February 2027), consistent with the $6.6B in available liquidity.
The 18-Point Screening
Revenue Quality
| # | Check | Result | Detail |
|---|---|---|---|
| A1 | DSO Change | ✅ Pass | DSO 38 days, change +5 days YoY — within normal range |
| A2 | AR vs Revenue | ❌ Fail | AR outpaced revenue for 2 consecutive years |
| A3 | Revenue vs CFFO | ✅ Pass | Revenue +8.4%, CFFO improved 54.6% |
A2 flags accounts receivable growing faster than revenue for two straight years. DSO rose from 13 days (2023) to 33 days (2024) to 38 days (2025). This is partly driven by the VW joint venture — software development services carry longer collection cycles than vehicle sales. But consecutive years of AR outpacing revenue is a pattern worth watching.
Expense Quality
| # | Check | Result | Detail |
|---|---|---|---|
| B1 | Inventory | ✅ Pass | Inventory -29.1% vs COGS -15.0% — declining, healthy |
| B2 | CapEx vs Revenue | ⚠️ Watch | CapEx growth 49.9% is >2x revenue growth 8.4% |
| B3 | SG&A Ratio | ⚠️ Watch | SG&A / Gross Profit = 1,278% (exceeds 70% threshold) |
| B4 | Gross Margin | ⚠️ Watch | Gross margin swung +26.8pp (-24.1% to 2.7%) |
B2: CapEx surged to $1.7B — the Normal Factory upgrade for R2 and Stanton Springs North groundwork. Necessary for the business plan, but it's consuming cash at a rate far exceeding revenue growth.
B3: SG&A of $2.1B against gross profit of $144M is mathematically absurd — SG&A is 14x gross profit. This is the fundamental problem: the company doesn't generate enough gross profit to cover even a fraction of its operating expenses. The 10-K shows SG&A included $221M in depreciation and $324M in SBC.
B4: The 26.8pp gross margin swing from -24.1% to +2.7% is flagged because large swings suggest instability. In this case it's genuinely positive progress, but the screening engine properly flags the volatility.
Cash Flow Quality
| # | Check | Result | Detail |
|---|---|---|---|
| C1 | CFFO vs NI | ❌ Fail | CFFO < Net Income for 3 consecutive years (ratio: 0.21) |
| C2 | Free Cash Flow | ⚠️ Watch | FCF negative (-$2.5B) |
| C3 | Accruals | ✅ Pass | Accruals ratio = -19.3% — clean (large non-cash charges) |
| C4 | Cash vs Debt | ⚠️ Watch | Cash $6.1B covers 91% of debt $6.7B |
C1: CFFO/NI of 0.21 means operating cash flow ($-779M) was far less negative than net income ($-3.6B) — but the ratio has been below 1.0 for three straight years. This is structurally explained by $784M in depreciation and $741M in SBC that inflate the net loss without consuming cash, plus $503M in deferred revenue from VW prepayments.
C2: Negative FCF for 3 consecutive years is the defining feature of a pre-profit company. FCF improved from -$5.9B to -$2.5B, but it's still deeply negative.
C4: $6.1B in cash covers only 91% of $6.7B in total debt. Not technically insolvent, but razor-thin.
Balance Sheet
| # | Check | Result | Detail |
|---|---|---|---|
| D1 | Goodwill | ✅ Pass | No goodwill — clean balance sheet |
| D2 | Leverage | ⚠️ Watch | Interest coverage = -13.1x (negative EBIT) |
| D3 | Soft Assets | ⚠️ Watch | Other assets grew 30.5% vs revenue 8.4% |
| D4 | Impairment | N/A | No write-off data |
D1: No goodwill is a positive — Rivian built its technology in-house rather than acquiring it. D2: Negative interest coverage means EBIT is negative; the company can't service its debt from operating income. It's relying on cash reserves and external funding. D3: Soft asset growth outpacing revenue suggests balance sheet bloat in non-productive assets.
Acquisition Risk
| # | Check | Result | Detail |
|---|---|---|---|
| E1 | Post-Acquisition FCF | ❌ Fail | FCF after acquisitions negative for 3 years |
| E2 | Goodwill Surge | ✅ Pass | No goodwill |
E1 fails because FCF has been negative for three consecutive years — not from acquisitions per se, but from the fundamental cash-burning nature of the business.
Beneish M-Score & Other Models
| # | Check | Result | Detail |
|---|---|---|---|
| F1 | M-Score | ✅ Pass | -8.32 (well below -2.22 safe threshold) |
| Model | Score | Interpretation |
|---|---|---|
| Beneish M-Score | -8.32 | Safe (unlikely manipulator) |
| Piotroski F-Score Probability | 0.20% | Very low fraud probability |
| Altman Z-Score | **-4.79** | **Distress zone** (below 1.81 threshold) |
The M-Score is deeply safe at -8.32, driven by the GMI component of -9.033 (gross margin improving from deeply negative — mathematically extreme but not suspicious). The model isn't designed for pre-profit companies and these numbers are structural artifacts.
The Altman Z-Score tells the real story: -4.79 in the distress zone. The components:
The Z-Score is screaming what the income statement confirms: this company is financially distressed by every traditional measure.
Risk Factors: The 10-K's Own Warnings
The 10-K's Risk Factors section is remarkably candid. Key excerpts:
On profitability: "We do not expect to be profitable for the foreseeable future as we continue to invest in our business, build capacity, and ramp up operations, and there is no assurance that we will ever achieve or be able to maintain profitability in the future."
On additional financing: "We expect that we will need to seek additional equity and/or debt financing in both the near- and long-term to finance a portion of our costs and capital expenditures." And: "If we are unable to receive funds under our existing financing arrangements, raise sufficient funds or obtain funding on terms satisfactory to us, we may have to significantly reduce our spending, delay or cancel our planned activities or substantially change our corporate structure."
On single-source suppliers: "Our ability to manufacture vehicles and develop future solutions is dependent on the continued supply of raw materials and product components from our suppliers, the majority of which are single-source providers."
On the VW joint venture's finite nature: The 10-K discloses that "we may experience a reduction during 2028 upon the expected satisfaction of the Joint Venture's combined performance obligation." The highest-margin revenue stream has a known expiration date.
On EV demand: "Reduced EV segment demand could lead to lower sales, revenue shortfalls, loss of customers, and increased inventory, which may result in further downward price pressure."
Summary
Grade: F. Eliminate. This company does not have earnings to analyze.
The 18-point screening produced 3 red flags and 7 watch items. The Altman Z-Score is -4.79, deep in distress territory. Three consecutive years of negative FCF. CFFO below net income for three straight years. Interest coverage is negative. The automotive segment loses money on every vehicle sold.
The mitigating factors are real:
But the financial facts are unambiguous:
The 10-K itself warns: "there is no assurance that we will ever achieve or be able to maintain profitability in the future." KPMG signed off without going concern language, confirming short-term survival. But short-term survival is not the same as financial health.
For a red-flag screening framework, Rivian is definitionally an F: there are no earnings to assess for quality, and the company's continued existence depends on external capital, a successful new product launch, and the sustained cooperation of a European automaker. Those may all happen. But this is a venture capital bet, not an earnings quality story.
**Disclaimer**: This report is based on Rivian's 2025 10-K (SEC EDGAR) and public financial data. This is NOT investment advice.
**About EarningsGrade**: We screen earnings reports for financial red flags. Grade F means the company warrants elimination from consideration from consideration under our framework — it lacks the financial foundation for earnings quality analysis.
