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Backend.AI

Backend.AI is a streamlined, container-based computing cluster platform that hosts popular computing/ML frameworks and diverse programming languages, with pluggable heterogeneous accelerator support including CUDA GPU, ROCm GPU, Gaudi NPU, Google TPU, GraphCore IPU and other NPUs.

WebsiteGitHubXChangelog
Data confidence99/100
Source coverage98/100
Publish confidence99/100
Evidence checkedJul 31, 2026

Evidence Watch

ToolVitals has useful public signals for Backend.AI, but not enough evidence to publish a strong verdict score yet.

GitHub sourceChangelog/RSS source99/100 data confidence
About this tool

What ToolVitals knows about Backend.AI

Backend.AI is a streamlined, container-based computing cluster platform that hosts popular computing/ML frameworks and diverse programming languages, with pluggable heterogeneous accelerator support including CUDA GPU, ROCm GPU, Gaudi NPU, Google TPU, GraphCore IPU and other NPUs.

This tool has an OSI-approved open-source license signal.

Maintenance and shipping signals are strong.

Source-visible projectCloud HostingOSI-approved OSSEvidence Watch
Repository

GitHub Activity

PY
lablup/backend.ai
Stars661
Forks181
Watchers661
Open Issues1,465
Primary Language
Python
Last Commit
Today
Releases 90d
13
Default Branch
main
License
LGPL-3.0
Repository Status
Active repository
Evidence

Signal Quality

Data Confidence99/100Strong
Source Coverage98/100Strong
Publish Confidence99/100Strong

ConfidenceHigh-confidence score from multiple public signals.

Zombie RiskNo meaningful zombie signal right now.

How ToolVitals scores work
Openness

License Evidence

Class
OSI-approved OSS
License
LGPL-3.0

This tool has an OSI-approved open-source license signal.

Sources

Tracked Sources

Websitehttps://backend.aiGitHublablup/backend.aiXhttps://x.com/BackendAIChangelog RSShttps://www.backend.ai/rss/blog-rss.xml
Profile

Classification

Category
Hosting
Use Case
Cloud Hosting
Openness
OSI-approved OSS
License
LGPL-3.0
Tool Mode
Source-visible project
Score Model
Open Source Maintenance
Score Visibility
Evidence Watch
Status
Active
Maintainers

README Badge

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Latest

Recent Updates

Release Notes

Jul 29, 2026Lablup - FuriosaAI RNGD Whitepaper ReleasedJul 29, 202626.8.0rc1Jul 13, 202626.4.8Jul 2, 202626.7.0Jul 2, 202626.4.7

Blog Posts

Jul 24, 2026Serving Solar Open 2 with Two DGX Spark SystemsJul 1, 2026Is Korean really a low-resource language?Jun 25, 2026Let researchers focus on research with Backend.AIJun 22, 2026Backend.AI on DGX Spark: Open source installation guideJun 19, 2026The era of diverse AI accelerators: Backend.AI's heterogeneous GPU operation strategy

Next decisions

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Backend.AI
Dead checkIs Backend.AI dead?

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Research mentioning Backend.AI
Cloud HostingTop 50 Cloud Hosting Tools — July 2026AI Agent ToolsTop 50 AI Agent Tools — June 2026AI Agent ToolsTop 50 AI Agent Tools — May 2026
Tags
open-sourceapibackendaicloud-computingcontainersdistributed-computingdockerdocumentationhpcmonitoringpaaspythonapi-firstml-infrastructuregpu-acceleration

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