# RGTI: quantum milestone or commercialization test?

> Rigetti has possible CHIPS Act backing, cloud-accessible 108-qubit hardware, and quantum momentum, but the thesis depends on customer usage, revenue conversion, losses, cash burn, and execution timing.

**Companies**: Rigetti Computing, Inc.  - Common stock
**Sectors**: Technology
**Published**: 2026-06-17
**Last Updated**: 2026-06-17
**Source**: https://thesisloop.ai/thesis/c1a1fef1-63df-47b1-a414-fa080ca8ca7f

## Score Overview

| Company | Management | Business Model | Future Growth | Risk |
|---------|-----------|---------------|--------------|------|
| Rigetti Computing, Inc.  - Common stock | 78/100 | 59/100 | 54/100 | 69/100 |

## Rigetti Computing, Inc.  - Common stock (NASDAQ:RGTI)

**Sector**: Technology | **Industry**: Software & Cloud Platforms

### Management Credibility

- The collaboration is active; the private placement transaction with Quanta closed on April 29, 2025, providing $35.0 million in proceeds. The long-term investment commitment of $250 million is ongoing. (1 in progress, 1 exceeded across 2 tracked commitments) (POSITIVE, EXCEEDED)
  > Pursuant to the Collaboration Agreement, during the five year period following February 27, 2025, the Company has agreed it will invest at least $250.0 million in the field of quantum computing, in furtherance of its product roadmap
- **[CATALYST] Major Platform Release** (NEGATIVE, REVISED): Management successfully achieved the mid-year performance milestone by announcing the 36-qubit Cepheus system on July 16, 2025, which demonstrated the targeted 2x reduction in error rates. (3 met, 1 in progress, 1 revised across 5 tracked commitments)
  > executing on our technology roadmap, including the expectation of releasing a 100+ qubit chiplet-based system with a 99.5% median two-qubit gate fidelity before the end of 2025
- **[CATALYST] Operating Margin Reset** (NEUTRAL): Management expects to incur additional losses for the foreseeable future as it invests in R&D and infrastructure. (+1 more commitment)
  > We expect to continue to incur additional losses for the foreseeable future as we invest in research, development, and infrastructure consistent with our long-term business strategy.
- **[METRIC] Gross Margin and Compute Cost** (POSITIVE, EXCEEDED): R&D expenses increased significantly, rising 22% year-over-year for the nine months ended September 30, 2025, driven by personnel costs and stock-based compensation. (1 exceeded across 1 tracked commitment)
  > Research and development 2025: 43,997 2024: 36,093 $ Change: 7,904 % Change: 22 %
- **[METRIC] Sales Efficiency and CAC Payback** (NEUTRAL): Management expects selling, general and administrative expenses to increase as the business grows and new marketing strategies are implemented. (+1 more commitment)
  > We expect selling, general and administrative expenses to increase as we grow our business... and subsequently enhance our product and service offerings, expand our customer base, and implement new marketing strategies.
- **[METRIC] RPO, Billings, and Backlog** (NEGATIVE, REVISED): The aggregate transaction price allocated to remaining performance obligations has decreased significantly to $2.8 million as of March 31, 2026, compared to the $5.5 million previously expected. Only $2.0 million is now expected to be recognized in the next 12 months. (1 revised across 1 tracked commitment)
  > As of September 30, 2025, the aggregate amount of the transaction price allocated to remaining performance obligations was approximately $5.5 million. The Company expects to recognize estimated revenues related to performance obligations that are unsatisfied (or partially satisfied) during the next 
- **[PRINCIPLE] Cloud Infrastructure Cost Discipline** (NEUTRAL): Anticipated growth in research and development expenditures.
  > We anticipate that research and development expenditures will grow in the future as we continue to focus on our technology roadmap and long-term goal of achieving broad quantum advantage.
- **[PRINCIPLE] GAAP to Cash Quality Matters** (NEGATIVE, MET): The company continues to report substantial net losses, which have widened significantly due to non-cash changes in the fair value of warrant liabilities. (1 met across 1 tracked commitment)
  > We expect to continue to incur additional losses for the foreseeable future as we invest in research, development, and infrastructure consistent with our long-term business strategy.
- **[PRINCIPLE] Platform Consolidation Beats Point-Tool Growth** (NEUTRAL): Plan to enhance sales and service offerings and expand customer base.
  > plan to subsequently enhance our sales and service offerings, expand our customer base, and implement new marketing strategies.

### Business Model

- Revenue from QCaaS (Quantum Computing as a Service) expanded by 15.7% YoY, showing growth in cloud-based access despite the overall decline in total company revenue. (2 expanding, 3 contracting across 1 engine) (NEGATIVE, Change: CONTRACTING)
  > Collaborative research and professional services: 1,299. Historically, most of our revenues have been derived from development contracts.
- **[CATALYST] Major Platform Release** (POSITIVE, Change: EXPANDING): The technological moat is expanding through a new strategic collaboration with Quanta Computer, involving a mutual $250 million investment commitment to accelerate the quantum hardware roadmap. (4 expanding)
  > the parties have each agreed to invest at least $250.0 million over the next five years in the field of quantum computing
- **[METRIC] RPO, Billings, and Backlog** (POSITIVE, Change: EXPANDING): Revenue from development contracts and professional services saw a sharp decline, falling 48.6% year-over-year. Management attributed this to the expiration of the National Quantum Initiative Act and delays in its reauthorization by Congress. (1 contracting, 1 expanding)
  > Collaborative research and professional services $ 3,043 $ 5,918... Our revenue has been negatively impacted by expiration of the National Quantum Initiative Act in September 2023
- **[METRIC] SBC, Dilution, and Free Cash Flow** (NEUTRAL, Change: STABLE): The company significantly strengthened its cash position through a massive $350 million At-The-Market (ATM) offering and a $35 million private placement with Quanta Computer, more than doubling its total assets. (3 expanding, 1 stable)
  > Total assets $ 636,690 $ 284,787... The net proceeds from the Sales Agreement during the three months ended June 30, 2025 were $346.7 million
- **[PRINCIPLE] AI Monetization Must Show in Usage or ARPU** (NEUTRAL): Sales of quantum computers and components emerged as the largest revenue driver in Q1 2026, generating $3.046 million following the sale of 9-qubit Novera systems. — Sales of quantum computers and quantum components (69.2% revenue share)
  > Sales of quantum computers and quantum components: 3,046. Revenue increased by $2.9 million... mainly due to higher sales of 9-qubit Novera™ quantum computing systems and related products.
- **[PRINCIPLE] Cloud Infrastructure Cost Discipline** (NEUTRAL): Rigetti possesses a strong technological moat through its proprietary multi-chip quantum processor architecture and its own dedicated wafer fabrication facility (Fab-1), allowing for vertical integration from chip design to cloud delivery.
  > We have developed the world’s first multi-chip quantum processor for scalable quantum computing systems... We operate Fab-1, a wafer fabrication facility dedicated to prototyping and producing our quantum processors. Through Fab-1, we own the means of production.
- **[PRINCIPLE] GAAP to Cash Quality Matters** (NEUTRAL): The company maintains a significant cash and investment position of over $500 million, providing a defensive buffer for its capital-intensive R&D roadmap.
  > As of March 31, 2026, we had cash and cash equivalents and short-term and long-term available-for-sale investments of $48.1 million and $520.8 million, respectively.
- **[TREND] Consumption Normalization** (NEGATIVE, Change: CONTRACTING): QCaaS revenue remains a negligible portion of the business (approx. 7% of total revenue) and is essentially flat compared to the prior year's six-month period, failing to show the growth expected from a cloud transition. (1 stable, 2 contracting across 1 engine)
  > Access to quantum computing systems: 55. We anticipate this market opportunity will continue to represent an important source of revenue for at least the next several years as we work to ramp up sales of QPUs, quantum computing systems and QCaaS.

### Future Growth

- The trend of commercial diversification has reversed in the short term. Government entities now account for 97.4% of total revenue, up from 82.1% in the prior year, indicating a heavy reliance on public sector contracts for current growth. (2 reversing, 1 new trend, 1 accelerating across 4 signals, 1 leading indicator) (POSITIVE, Trend: ACCELERATING)
  > the Company has agreed it will invest at least $250.0 million in the field of quantum computing... and Quanta has agreed it will invest at least $250.0 million... for developing products and services and manufacturing capability in furtherance of the Company’s product roadmap.
- **[CATALYST] Major Platform Release** (POSITIVE, Trend: NEW_TREND): The company is successfully transitioning its revenue mix toward hardware sales (QPUs) and development contracts, which grew to offset an $1.8 million decline in cloud-based services (QCaaS) over the nine-month period. (4 new trend across 4 signals, 1 leading indicator)
  > In April 2026, Rigetti announced the general availability of its 108-qubit quantum computing system, Cepheus™-1-108Q, with the system being accessible to customers and partners via the Rigetti Quantum Cloud Services (QCS®) Platform and through Amazon Braket... The system is also now available on Mic
- **[METRIC] Gross Margin and Compute Cost** (NEGATIVE, Trend: REVERSING): Gross profit margin has declined to 49.1% from 76.8% in the prior year. This is a significant reversal driven by the higher costs associated with delivering new hardware systems compared to service-based revenue. (3 reversing, 2 decelerating across 5 signals)
  > Total gross profit: $1,378 [in thousands] for 2026 vs $442 for 2025. % Change: 212%.
- **[METRIC] RPO, Billings, and Backlog** (POSITIVE, Trend: ACCELERATING): Revenue growth is accelerating sharply, jumping from $1.47 million to $4.4 million year-over-year, a 199% increase driven by hardware sales. (1 accelerating, 2 reversing, 2 decelerating across 5 signals)
  > Sales of quantum computers and quantum components: $3,046 [in thousands] for the three months ended March 31, 2026, compared to $0 for the three months ended March 31, 2025.
- **[PRINCIPLE] AI Monetization Must Show in Usage or ARPU** (POSITIVE, Trend: ACCELERATING): The company is successfully transitioning to a hardware-sale model, with revenue from sales of quantum computers and materials growing 38% for the first half of 2024 compared to 2023. (2 accelerating, 1 new trend across 3 signals)
  > Revenue increased by $2.9 million for the three months ended March 31, 2026, when compared to the three months ended March 31, 2025, respectively. The increase was mainly due to higher sales of 9-qubit Novera™ quantum computing systems and related products.
- **[PRINCIPLE] GAAP to Cash Quality Matters** (NEUTRAL): Rigetti is significantly increasing its R&D spending to accelerate its technology roadmap and maintain competitiveness in the quantum race. — Research and Development Expense: 29% YoY
  > Research and development expenses increased by $4.5 million during the three months ended March 31, 2026... mainly due to increases in salaries, employee related costs and stock-based compensation for new hires and existing employees to remain competitive.
- **[PRINCIPLE] Platform Consolidation Beats Point-Tool Growth** (POSITIVE, Trend: REVERSING): The company is successfully diversifying its revenue away from government dependence, with government sales dropping from 89.5% to 26.9% of total revenue as commercial traction accelerates. (1 reversing across 1 signal)
  > During the three months ended March 31, 2026 and March 31, 2025, sales to government entities comprised 26.9% and 89.5% of the Company’s total revenue, respectively.
- **[TREND] Enterprise Procurement Scrutiny** (NEGATIVE, Trend: REVERSING): The company remains heavily dependent on the public sector, with government sales increasing as a percentage of total revenue to 88.4% for the first half of 2024, up from 78.1% in the prior year. (3 steady, 1 reversing across 4 signals)
  > During the three months ended March 31, 2026 and March 31, 2025, sales to government entities comprised 26.9% and 89.5% of the Company’s total revenue, respectively.

### Risk Assessment

- Dependence on government revenue has intensified significantly. Sales to government entities reached 90.7% of total revenue for the first half of 2025, compared to 88.4% in the prior year. Revenue is also being hurt by the expiration of the National Quantum Initiative Act. (5 intensifying, 3 high-severity) (NEGATIVE, Risk: HIGH)
  > Significant customers that represent 10% or more of revenue are set forth in the following table: Customer A 54%... Customer B 15%... Customer D 12%... [and] Customer C * 14% [in 2025].
- **[CATALYST] Major Platform Release** (NEUTRAL): Execution risk remains high as the company announced another upcoming roadmap update in April 2026, following a history of changes in 2018, 2022, 2023, and 2025. (1 stable)
  > We have in the past changed our technology roadmap... In April 2026, we announced that we intend to update our roadmap later in 2026, including updates to anticipated milestones and the anticipated timeline for milestones.
- **[METRIC] Gross Margin and Compute Cost** (NEGATIVE, Risk: MODERATE): The risk is stable as the commitment is now active. Rigetti is legally required to invest at least $250 million over five years starting February 2025, which represents a significant capital expenditure requirement relative to current revenue. (1 stable, 2 intensifying)
  > Research and development expenses increased by $4.5 million during the three months ended March 31, 2026, when compared to the three months ended March 31, 2025.
- **[METRIC] NRR and Gross Retention** (NEGATIVE): Concentration remains extremely high and has intensified for the top customer. Customer D now accounts for 53% of revenue for the first half of 2025, up from 27% in the prior year period. The top four customers combined represent 85% of revenue. (1 intensifying)
  > Significant customers that represent 10% or more of revenue are set forth in the following table: ... Customer D [6 Months Ended June 30, 2025] 53%
- **[METRIC] SBC, Dilution, and Free Cash Flow** (POSITIVE): The risk is easing in the short term due to massive capital raises. While the company still has an accumulated deficit of $551.8 million, it raised $346.7 million through an ATM offering and $35 million from Quanta, significantly bolstering the balance sheet. (2 easing)
  > During the three months ended June 30, 2025, the Company raised gross proceeds of $350 million from the sale of 30,309,780 shares of its Common Stock pursuant to the Sales Agreement.
- **[PRINCIPLE] Cloud Infrastructure Cost Discipline** (NEGATIVE): R&D expenses continue to climb, increasing by 23% ($11.6 million) year-over-year, primarily driven by higher personnel costs and stock-based compensation. (1 intensifying)
  > Research and development expenses increased by $11.6 million for the year ended December 31, 2025, when compared to the year ended December 31, 2024.
- **[PRINCIPLE] GAAP to Cash Quality Matters** (NEGATIVE, Risk: HIGH): R&D costs are intensifying, rising 24% year-over-year for the six-month period. This is driven by higher salaries, new hires, and stock-based compensation, which management expects to continue increasing. (5 intensifying, 1 high-severity)
  > We have incurred significant operating losses since inception... We expect to continue to incur additional losses for the foreseeable future... As of March 31, 2026, we had an accumulated deficit of $737.8 million.

### Scenario Analysis

- The Fed's high-rate cycle initially pressured Rigetti's valuation as a long-duration growth firm, but this first-order effect was offset by a surge in interest income from its $346M+ cash reserves. This liquidity allowed the company to bypass the second-order 'funding gap' that plagues many pre-profit peers, ensuring the 'Quantum Computing as a Service' strategy remains funded. Ultimately, the third-order effect of stock price appreciation above $11.50 triggered a virtuous cycle of warrant exercises, providing non-dilutive cash that further insulates the firm from future credit market volatility. (POSITIVE)
  > If these conditions persist and deepen, we could experience an inability to access additional capital if needed, or our liquidity could otherwise be impacted, and the trading price of our Common Stock could decline.
- First-order industrial incentives for domestic semiconductors directly support Rigetti’s California-based fabrication facility, shielding it from the supply shocks hitting import-dependent peers. This domestic footprint necessitates significant second-order manufacturing capex to scale, which, while capital-intensive, builds a defensible moat in a reshoring environment. Ultimately, this results in a third-order structural shift where Rigetti becomes a strategic asset for US national security, with policy visibility and government funding becoming the primary drivers of its valuation and long-term viability. (POSITIVE)
  > governmental actions and regulations such as international trade policies, tariffs and export controls... could negatively affect the Company’s business, including progress toward the development of quantum computing by increasing the cost of materials and components and our operating costs.
- The surge in hyperscaler capex directly fuels Rigetti's revenue as its 108-qubit systems are integrated into AWS and Azure to handle hybrid AI-quantum workloads. This first-order demand translates into a second-order shift toward hardware sales, where the company acts as a specialized infrastructure provider for firms seeking on-premise quantum capabilities. Ultimately, Rigetti’s proprietary chip fabrication allows it to bypass broader semiconductor bottlenecks, establishing a third-order strategic moat that secures its position as a critical compute supplier in the US AI infrastructure cycle. (POSITIVE)
  > market fluctuations, supply chain constraints, governmental actions and regulations such as international trade policies, tariffs and export controls... could negatively affect the Company’s business, including progress toward the development of quantum computing by increasing the cost of materials 

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