LakeSentryDark Lake
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OneLensAstuto
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Related Products
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LakeSentry:
About
LakeSentry is cost monitoring and optimization software for teams running Databricks. It connects to your Databricks environment and automatically attributes spend across workspaces, jobs, SQL warehouses, and users, so platform and FinOps teams see exactly where every dollar goes without manual investigation.
Beyond visibility, LakeSentry continuously detects cost anomalies and idle waste, and applies optimization actions through a safe, progressive workflow — shadow mode (recommendations only), then manual approval, then optional
fully automated execution. Delivered as SaaS with a free tier; paid plans are flat monthly, with no per-DBU surcharge and no per-workspace fees.
Feature list:
- Automatic cost attribution across workspaces, jobs, SQL warehouses, users
- Real-time anomaly and idle-waste detection
- Progressive optimization: shadow → manual → autopilot
- Databricks-native: Unity Catalog usage and cluster lifecycle aware
- Flat pricing, unlimited workspaces
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OneLens:
About
OneLens is a cloud financial management and cost optimization platform for engineering, FinOps, finance, and platform teams. It combines billing and usage data from cloud providers, Kubernetes environments, GPU infrastructure, AI services, and custom cost sources in a shared view. Teams can analyze spend by account, service, cluster, namespace, workload, model, team, or business unit; allocate costs for showback and chargeback; and monitor budgets, forecasts, and anomalies. The platform identifies infrastructure and workload efficiency opportunities, including rightsizing and idle capacity. Policy-based governance, alerts, approvals, and workflow automation help route findings to owners and manage corrective actions. OneLens also tracks AI token and inference usage alongside supporting cloud infrastructure costs to help teams understand and allocate the cost of AI applications.
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LakeSentry:
Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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OneLens:
Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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LakeSentry:
Audience
FinOps, Platform Engineers, Cloud engineers, Databricks users
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OneLens:
Audience
FinOps, platform, DevOps, and engineering teams at cloud-native companies that run Kubernetes and AI workloads and want to cut cloud spend. It fits mid-market and enterprise teams on AWS, Azure, or GCP, especially SaaS, fintech, and data-heavy businesses.
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LakeSentry:
Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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OneLens:
Support
Phone Support
Not Supported
24/7 Live Support
Supported
Online
Supported
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LakeSentry:
API
Offers API
Not Supported
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OneLens:
API
Offers API
Supported
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LakeSentry:
Screenshots and VideosNo images available
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OneLens:
Screenshots and Videos |
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LakeSentry:
Pricing
$250/month
Free Version
Supported
Free Trial
Not Supported
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OneLens:
Pricing
$0
Free Starter for qualifying AWS environments with under $5,000 in monthly spend. Growth starts at $299/month. Enterprise pricing is custom.
Free Version
Supported
Free Trial
Supported
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LakeSentry:
Reviews/
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OneLens:
Reviews/
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LakeSentry:
Training
Documentation
Supported
Webinars
Supported
Live Online
Supported
In Person
Supported
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OneLens:
Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Not Supported
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LakeSentry:
Company InformationDark Lake
Founded: 2026
United States
darklakeside.com
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OneLens:
Company InformationAstuto
Founded: 2023
India
www.astuto.ai/
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LakeSentry:
Alternatives |
OneLens:
AlternativesNo Alternatives
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LakeSentry:
Categories |
OneLens:
Categories |
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LakeSentry:
Integrations
Amazon Web Services (AWS)
Not Supported
Anthropic
Not Supported
Databricks
Supported
Google Cloud Platform
Not Supported
Jira
Not Supported
Kubernetes
Not Supported
Microsoft Azure
Not Supported
Microsoft Teams
Not Supported
Model Context Protocol (MCP)
Not Supported
MongoDB
Not Supported
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OneLens:
Integrations
Amazon Web Services (AWS)
Supported
Anthropic
Supported
Databricks
Not Supported
Google Cloud Platform
Supported
Jira
Supported
Kubernetes
Supported
Microsoft Azure
Supported
Microsoft Teams
Supported
Model Context Protocol (MCP)
Supported
MongoDB
Supported
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LakeSentry:
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OneLens:
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