StacksAtlas vs Driftline
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
StacksAtlas compared with Driftline
| Detail | 
StacksAtlas | 
Driftline |
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| What it does | Network Intelligence for Modern Infrastructure
| Know before your AI model disappears
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| Stage | Not given
| Not given
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| Founded | Not given
| Not given
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| Based in | US
| ID
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| Pricing model | Not given
| Freemium
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| Pricing | Free Community: $0 - Open-source MIT session scanner with unlimited device discovery, no license key required. Always-On Business: $40 one-time perpetual license per appliance - includes persistent database, alerts, webhooks, multi-user RBAC, SSO, Hub mode, and fleet federation.
| Free: forever, any number of repositories. Pro: $19/month (billed monthly, cancel any time) or $190/year (2 months free).
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| Key features | - Visual topology map showing device connections across switches and Wi-Fi
- Security grades (HEALTHY, WARN, CRITICAL) for each device
- Real-time alerts and webhooks for device status (Business only)
- Ghost device detection with flap detection tracking
- Multi-user RBAC and SSO support (Business only)
- Hub federation for multi-site monitoring
- PDF and CSV report export
- Runs on Windows, macOS, Docker, and Linux
- REST API with JWT authentication for integrations
| - Tracks 252 model IDs with official retirement dates
- Runs prompts on current and replacement models
- Reports directly on pull requests and GitHub issues
- Compares outputs between model versions with similarity scoring
- No data sent to external servers
- Supports JSON parsing failure detection
- Works with AI agents and coding assistants
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| What makes it different | - No device limits or license keys required on any tier, including free
- Completely local and offline-first with zero cloud telemetry
- 100% open-source core under MIT License
- Lightweight appliance designed for resource-constrained environments
| - Runs entirely within your own GitHub Actions job with no external server handling your code or keys
- Covers 252 model IDs from OpenAI, Anthropic, Google and their cloud variants
- Retirement dates manually checked against official provider deprecation pages
- Shows exact similarity scores and flags broken outputs before production
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 1 | 0 |
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| Citation Flow (Majestic) | 17 | 9 |
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| Referring domains (Majestic) | 2 | 1 |
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5 details filled in for both companies.
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