Side-by-side compare
Up to 3 solutions, scored on the same value metrics.
ROI categorycost reductioncost reduction
Time-to-ValueUnder a week on self-serve tiers (~7d)~2-3 months (~60d)
Typical annual TCO$2,400/yr$0/yr
Starting price$0/yr$0/yr
Implementation feeNoneNone
Seat tiersStarter 3 users, Pro 5 users, Business 10 users, Enterprise unlimited usersNot seat-based; priced per building / device footprint
Implementation friction2/53/5
Friction meter
Best forEngineering and FinOps teams needing granular multi-cloud cost visibility and spend allocation; Organizations with Kubernetes workloads wanting pod-level rightsizing and idle-cost detection; Teams that want to query cost data through LLMs such as ChatGPT, Claude or Cursor via MCP; Companies that want FinOps as code using the Vantage API and Terraform provider; Businesses tracking AI/LLM provider spend alongside core cloud spendMulti-site offices, retail, education and hospitality portfolios that want HVAC energy savings without a full controls rip-and-replace.; Facilities teams that prefer an IoT BMS with pre-packaged sequences, wireless sensors and cloud analytics over a traditional BMS project.; Contractors and energy service companies that install and commission building controls themselves rather than subcontracting.; Owners with carbon, sustainability or indoor-air-quality targets who need measurable, verifiable savings.
Not forSingle-cloud teams that only need basic native cost dashboards; Buyers requiring on-premise or air-gapped deployment; Organizations that need HIPAA or FedRAMP-authorized tooling, which is not claimed; Teams looking for SaaS or IT asset spend management rather than cloud infrastructure costIndustrial process control or life-safety systems that need PLC/DCS-grade determinism and certification.; Buyers who want a software-only analytics product with no hardware, wiring or commissioning.; Teams that need a public, self-serve price list and online sign-up; 75F pricing is quoted per project.; Companies wanting to assemble their own controls stack on an open, API-first platform.
Stack fit matrix
SalesforceNot supportedNot supported
AWSNativeNot supported
SnowflakeNativeNot supported
HubSpotNot supportedNot supported
Google WorkspaceNot supportedNot supported
Microsoft 365NativeNot supported
SAPNot supportedNot supported
SlackNativeNot supported
MCP (Model Context Protocol)Not supportedNot supported
Compliance
SOC 2
ISO 27001
GDPR
HIPAA
FedRAMP
ISO 42001
IAPP AIGPnamed staff
Company & support
Who is behind each solution, and how you reach support. “Not listed” means the vendor’s public pages don’t mention a channel, not that it is unavailable.
Founded2020 (6 yrs)Not recorded
HeadquartersNew York City, USNot recorded
PhoneNot listedPlan not stated
EmailAll plansPlan not stated
Live chatNot listedNot listed
Support portal / ticketsNot listedNot listed
Community forumPlan not statedNot listed
Help centre / docsPlan not statedPlan not stated
Dedicated account managerEnterprise onlyNot listed
In person / on-siteNot listedNot listed
Support hoursNot recordedNot recorded
Response timeSame day on Pro, Business and Enterprise; best effort on StarterNot stated
AI & MCP readiness
Whether each solution can join your AI stack, and what it asks of you to do so.
MCP connectionreaches AI clientsNot supportedNot supported
AI featuresCopilot / assistant; Agentic workflows; Anomaly detectionCopilot / assistant; Predictive analytics; Anomaly detection
Model keyNot recordedNot recorded
AI usage auditNot recordedNot recorded
Quadrant view
Where the 2 selected solutions land on the same value plane. Toggle axes to compare on cost, speed, friction, or buyer score.
Quadrant view
Typical annual cost × Time-to-value
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
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