AI · head to head
Lambda Labs vs Stem Athena
The short version
- Each has a real cost: Lambda Labs on demand capacity is first come access rather than guaranteed, so an instance type can be unavailable when needed; Stem Athena stem's site names the product PowerTrack Optimizer, formerly Athena, so the Athena name is retired
- They diverge on capability: Lambda Labs covers NVIDIA GPUs, Stem Athena covers AI optimization.
- Prices and features above were last checked on 30 August 2026.
Where they differ
Only the attributes on which Lambda Labs and Stem Athena actually diverge.
| Attribute | Lambda Labs | Stem Athena |
|---|---|---|
| Starting price | $1.1/per-hour | On request |
| Pricing model | usage-based | subscription |
| Platforms | Cloud | Web, Mobile, Api |
| Category | AI | Energy |
| Founded | 2012 | 2009 |
Identical on both: free tier (No), user rating (Not yet rated).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Lambda Labs
- NVIDIA GPUs
- Pre-installed frameworks
- Persistent storage
- SSH access
- JupyterLab
- VSCode
- SSH
- Cloud support
Only in Stem Athena
- AI optimization
- Energy storage management
- Demand charge reduction
- Grid services
- Solar integration
- Weather forecasting
- Performance analytics
- Remote monitoring
What people use each for
The jobs each tool is most often brought in to do.
Lambda Labs
- Renting GPU instances for model training and inferencenot Stem Athena
- Short term access to high memory accelerators without buying hardwarenot Stem Athena
Stem Athena
- Energy asset optimization and managementnot Lambda Labs
- Renewable energy integrationnot Lambda Labs
- Energy storage managementnot Lambda Labs
- Grid operations optimizationnot Lambda Labs
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Lambda Labs
- On demand capacity is first come access rather than guaranteed, so an instance type can be unavailable when needed
- H100 pricing varies within a band, at $3.99 to $4.29 an hour per GPU, so the rate is not fixed
- Reserved capacity is arranged by contacting the team rather than self serve
- Prices are quoted before applicable tax
Stem Athena
- Stem's site names the product PowerTrack Optimizer, formerly Athena, so the Athena name is retired
- No price, subscription fee or contract term is published anywhere on the site
- The optimizer is one component of the wider PowerTrack suite alongside separate EMS, SCADA, Power Plant Controller and Logger products rather than a standalone licence
- Design, procurement, commissioning and operation are sold as managed services separate from the software
Pricing, plan by plan
Lambda Labs
$1.1/per-hour- On-Demand$1.1/per-hour
- A10 GPU
- Instant availability
- ReservedFree
- Volume discounts
- Guaranteed capacity
Stem Athena
On request- Commercial$undefined/custom
- Energy storage optimization
- Demand charge management
- Rate optimization
- Utility$undefined/custom
- Grid services
- VPP management
- Frequency regulation
- Enterprise$undefined/custom
- Fleet management
- Portfolio optimization
- Custom integrations
Which should you pick?
Choose Lambda Labs if
- You need nvidia gpus.
- You work on Cloud.
- You also want pre-installed frameworks.
Choose Stem Athena if
- You need ai optimization.
- You work on Web, Mobile, Api.
- You also want energy storage management.
Questions people ask
- Is Lambda Labs or Stem Athena better?
- Neither clearly leads. Lambda Labs starts at $1.1/per-hour and Stem Athena at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Lambda Labs or Stem Athena?
- Lambda Labs starts at $1.1/per-hour and Stem Athena at On request.
- Does Lambda Labs or Stem Athena run on more platforms?
- Lambda Labs runs on Cloud. Stem Athena runs on Web, Mobile, Api.
- What is Lambda Labs best used for?
- Lambda Labs is most often used for renting gpu instances for model training and inference, short term access to high memory accelerators without buying hardware. Of those, renting gpu instances for model training and inference and short term access to high memory accelerators without buying hardware are not what Stem Athena is typically brought in for.
- What can Lambda Labs do that Stem Athena cannot?
- Lambda Labs covers NVIDIA GPUs, Pre-installed frameworks, Persistent storage, SSH access. Stem Athena covers AI optimization, Energy storage management, Demand charge reduction, Grid services.
Answered from the vendors’ own pages
Lambda Labs: What does Lambda Labs GPU pricing depend on?
Lambda Labs pricing depends on the GPU model (H100, B200, A100, V100, etc.), cluster size, and contract length. For example, a 16-GPU H100 cluster costs $6.16/GPU/hour for 2 weeks to 1 year, while A100 GPUs are $1.99-$2.79/GPU/hour.
SourceStem Athena: How much does Stem Athena cost?
Stem does not publish pricing for Athena on its website. The company appears to use a custom enterprise pricing model. Interested customers must contact Stem directly through their website to inquire about pricing and availability.
SourceLambda Labs: Are there volume discounts for larger GPU clusters?
Yes. Pricing decreases with larger cluster orders. For example, NVIDIA H100 clusters cost $6.16/GPU/hour for 16 GPUs, $5.85/GPU/hour for 64 GPUs, and $5.54/GPU/hour for 256 GPUs (all for 2 weeks to 1 year terms).
SourceStem Athena: Does Stem offer a free trial?
The Stem website does not mention a free trial or demo option for Athena. Customers are directed to contact Stem's sales team for information about trial access or pricing.
SourceLambda Labs: Can I get custom pricing for a long-term GPU contract?
Yes. For cluster orders of 16+ GPUs with 1-year or longer contracts, Lambda Labs offers custom pricing. Contact their sales team to request a quote.
SourceLambda Labs: What additional costs should I expect beyond the hourly GPU rate?
All listed prices are plus applicable sales tax, VAT, or GST depending on your location.
SourceRelated pages
More on Lambda Labs
More on Stem Athena
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- Stem Athena vs Enphase Enlighten
- Stem Athena vs Fronius SOLARWEB
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- Stem Athena vs AutoGrid Flex
- Stem Athena vs Fluence Energy Management
- Stem Athena vs Bidgely UtilityAI
- Stem Athena vs HOMER Energy
- Stem Athena vs Cognite Data Fusion
- Stem Athena vs Helioscope
- Stem Athena vs SolarWinds
- Stem Athena vs Proxibel Grid Suite
- Stem Athena vs Pulse Energy Software
- Stem Athena vs Quorum CTRM
- Stem Athena vs SAP for Utilities
- Stem Athena vs Siemens Spectrum Power
- Stem Athena vs SMA Energy


