Routes for quantum computing startups
| Route | Max credits | Who qualifies | Status |
|---|---|---|---|
| AWS Activate Founders | $1,000 | Self-funded, live website, no prior Activate credits | Open |
| Activate via a Provider | Up to $100,000 | Backed by an accelerator, VC or incubator in the Activate network | Open |
| AWS Cloud Credit for Research | Students up to $5k | Academic research (not open to startups) | Rolling |
| Our partner match | Same as AWS | Any quantum computing startup; we suggest the best route | Open |
Amounts are programme ceilings, not what every company gets. Approval is never guaranteed.
What credits cover, and what they don't
- Compute: EC2, Lambda, ECS, Fargate
- Databases: RDS, Aurora, DynamoDB
- Storage: S3, EBS
- AI models: Amazon Bedrock on-demand usage
- Networking: CloudFront, data transfer
- Most first-party AWS services
- AWS Marketplace third-party software
- Route 53 domain name registration
- Upfront Reserved Instances and Savings Plans
- Business or Enterprise Support plans
- Taxes added to your bill
- Mining or other prohibited use
AWS programmes for quantum computing
- Open
AWS Cloud Credit for Research
Students up to $5k
Academic research (not open to startups). Rolling.
Source: AWS
Does a quantum computing company qualify?
- Product startups (software or hardware you sell) qualify for Activate. Agencies, consultancies and dev shops that bill by the hour usually don't, unless they're building their own product.
- Your company is usually under 10 years old, pre-Series B for the Provider tier, and hasn't had Activate credits before.
- Past the startup stage? Established quantum computing companies can look at business and migration funding instead.
- Nonprofit or researcher? The AWS Imagine Grant and Cloud Credit for Research are separate from Activate.
Before you apply: readiness checklist
Most rejections come from fixable paperwork. Tick what you have ready: 0 of 8 done.
What credits buy for a quantum computing product
Amazon Braket for quantum hardware access, EC2 for simulators
MVP
$500/mo
IoT Core$180
IoT Greengrass$110
EC2$70
S3$50
Ground Station$30
Data transfer, logs & support$60
Runway
$5,00010 mo
$25,00050 mo
$100,000200 mo
Seed
$3,000/mo
IoT Core$1,080
IoT Greengrass$660
EC2$420
S3$300
Ground Station$180
Data transfer, logs & support$360
Runway
$5,0001.7 mo
$25,0008.3 mo
$100,00033 mo
Growth
$15,000/mo
IoT Core$5,400
IoT Greengrass$3,300
EC2$2,100
S3$1,500
Ground Station$900
Data transfer, logs & support$1,800
Runway
$5,0000.3 mo
$25,0001.7 mo
$100,0006.7 mo
Planning estimates based on us-east-1 On-Demand list prices for the typical stack above, including storage, data transfer and support. Not an AWS quote; your bill depends on region, traffic and commitments. Credits usually expire after 12 to 24 months.
Estimate your quantum computing bill
Enter your numbers to see the monthly AWS bill and how long credits last.
Connected devices / machines$50
Data points ingested (millions)$50
Engineering GPU hours$24
Stored data (GB)$5
Base stack (network, monitoring, backups)$120
Monthly total$249
Credits last
$1,0004.0 mo
$25,00099+ mo
$100,00099+ mo
IoT Core, SiteWise and S3 list prices, approximate. Estimates, not an AWS quote. Credits usually expire in 12 to 24 months.
Where quantum computing startups burn credits fastest
Streaming raw machine data to the cloud
Sending vibration or video data at full rate costs far more than sending events.
Fix: Process at the edge with Greengrass and upload summaries.
CAD and simulation on on-demand GPUs
Engineering workloads on large GPU instances bill by the hour.
Fix: Use Spot, or NICE DCV sessions that stop when idle.
Unbounded device shadows and logs
Per-device logging across thousands of devices multiplies CloudWatch costs.
Fix: Sample logs and set retention.
Unbounded CloudWatch logs
Debug-level logs from every request are ingested at about $0.50 per GB and kept forever by default.
Fix: Set log retention to 14 or 30 days and lower log levels in production.
How a quantum computing request flows through AWS
- 0Your users
- 1IoT Core
- 2AWS IoT SiteWise
- 3AWS IoT TwinMaker
- 4Lookout for Vision / Rekognition
- 5EC2 G-series
Reference AWS setup for quantum computing
- DevicesIoT Core + Greengrass · Connectivity, OTA updates and edge logic
- Industrial dataAWS IoT SiteWise · Collect and model factory equipment data
- TwinsAWS IoT TwinMaker · 3D digital twins of equipment and sites
- VisionLookout for Vision / Rekognition · Defect detection on production lines
- EngineeringEC2 G-series + NICE DCV · Remote CAD and simulation
Accelerators and investors for quantum computing
The bigger credit tiers usually come through a programme or investor. These are active in quantum computing; check each one's current AWS offer directly.
- Accelerator
Hardware and deep tech, run by SOSV
- VC
Deep tech and hardware
- VC
Industrial and physical-world technology
- Accelerator
Industrial and IoT programmes
Startups like you
Companies in this space named in AWS programme cohorts. Programme maximums are not what each company received.
- Sisir Radar
- Blurgs AI
- Inbound Aerospace
- SpanTrik
- Adarga
- Earth-i
- PQShield
AWS vs Google Cloud vs Azure for quantum computing
AWS Activate
$1,000 to $100,000+
Widest service range, largest partner and provider network
Google for Startups Cloud
Up to $200,000 ($350,000 for AI)
BigQuery, Vertex AI and Gemini
Microsoft for Startups
Up to $150,000 Azure
Azure OpenAI, Microsoft 365 and enterprise sales channels
Credits from different clouds can usually be held at the same time. Most founders pick one main cloud to avoid paying for data moving between them.
Ceilings are programme maximums and change often. Check each provider before applying.
Rules and gotchas for quantum computing
- Export-controlled data may need GovCloud
- ITAR and defence work requires AWS GovCloud (US) and US-person access controls.
- Hardware costs aren't covered
- Credits pay only for AWS services, not devices, prototypes or manufacturing.
Compliance for quantum computing
- AWS paperwork
- Defense and export-controlled work may need AWS GovCloud (US) and a separate account.
- Eligible services
- Check export-control rules before storing controlled technical data.
- Not paid by credits
- Audits, certifications and third-party compliance tools.
Related niches
Questions
Is there a special AWS credit programme for quantum computing startups?
Yes: AWS Cloud Credit for Research (Students up to $5k; Rolling). Standard AWS Activate also applies.
How much in AWS credits can a quantum computing startup get?
The largest pot is AWS Cloud Credit for Research: Students up to $5k. Otherwise Activate gives up to $200,000 through a provider.
Do AWS credits cover what a quantum computing product runs on?
Usually yes. A typical setup (Amazon Braket for quantum hardware access, EC2 for simulators) is covered by promotional credits. Marketplace purchases, support plans and taxes are not.
How long will credits last for a quantum computing startup?
At about $500/month (MVP), $25,000 lasts around 50 months, though credits usually expire after 12 to 24 months.
Can I stay compliant while using AWS credits?
Yes. Credits don't change your compliance duties. Defense and export-controlled work may need AWS GovCloud (US) and a separate account. Credits never pay for audits or third-party compliance tools.
What if AWS rejects my quantum computing application?
Try a different route: an Activate Provider, another niche programme, Google for Startups Cloud Program or Microsoft for Startups Founders Hub, or our partner match.
Find your best route for quantum computing
Answer four questions and we'll match you with a partner who knows quantum computing. Free, and the credits are the same as going direct.
Cloud Credits is independent and not affiliated with, endorsed by or sponsored by Amazon Web Services. AWS and AWS Activate are trademarks of Amazon.com, Inc. or its affiliates. Data last checked 3 October 2026; check AWS for current terms.