ToolVitals
ActiveLicense unknownDataData Pipelines

Pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

WebsiteGitHubXDiscordChangelog
Data confidence100/100
Source coverage100/100
Publish confidence100/100
Evidence checkedJul 31, 2026
Score Breakdown

Public signal read

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How to read this

These bars are a reader-facing view of the ToolVitals evidence model. They summarize maintenance, shipping, confidence, and decay signals.

Activity
Recent commits, releases, changelog, package, and product-motion signals.
Reliability
Maintenance posture from recency, release evidence, availability, and repo signals.
Adoption
Public footprint from GitHub stars, forks, and watchers when available.
Sustainability
Longer-term posture combining health, activity, adoption, confidence, and decay risk.
ToolVitals83/100Health78/100Shipping77/100Zombie Risk0/100
Overall Score83Active
Activity77
Reliability78
Adoption93
Sustainability85

Score History

Scores collected daily. More data points appear as the tracker runs.

About this tool

What ToolVitals knows about Pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

ToolVitals has not verified an OSI-approved, source-available, fair-code, or open-core license signal yet.

Maintenance and shipping signals are strong.

Source-visible projectData PipelinesLicense unknownScored Intelligence
Repository

GitHub Activity

PY
pathwaycom/pathway
Stars62,582
Forks1,675
Watchers62,582
Open Issues35
Primary Language
Python
Last Commit
Today
Releases 90d
2
Default Branch
main
License
Other
Repository Status
Active repository
Evidence

Signal Quality

Data Confidence100/100Strong
Source Coverage100/100Strong
Publish Confidence100/100Strong

ConfidenceHigh-confidence score from multiple public signals.

Zombie RiskNo meaningful zombie signal right now.

How ToolVitals scores work
Openness

License Evidence

Class
License unknown
License
Other

ToolVitals has not verified an OSI-approved, source-available, fair-code, or open-core license signal yet.

Sources

Tracked Sources

Websitehttps://pathway.comGitHubpathwaycom/pathwayXhttps://x.com/pathway_comDiscordhttps://discord.gg/pathwayChangelog RSShttps://pathway.com/rss.xml
Profile

Classification

Category
Data
Use Case
Data Pipelines
Openness
License unknown
License
Other
Tool Mode
Source-visible project
Score Model
Open Source Maintenance
Score Visibility
Scored Intelligence
Status
Active
Maintainers

README Badge

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Latest

Recent Updates

Release Notes

Jun 12, 2026v0.31.1May 25, 2026v0.31.0Apr 23, 2026v0.30.1Mar 24, 2026v0.30.0Feb 16, 2026v0.29.1

Next decisions

Useful paths from this profile

Pathway
Dead checkIs Pathway dead?

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Research mentioning Pathway
Data PipelinesTop 37 Data Pipelines Tools — May 2026
Tags
open-sourcebatch-processingdata-analyticsdata-pipelinesdata-processingdataflowetletl-frameworkiot-analyticskafkamachine-learning-algorithmspathwaypythonreal-timeruststream-processingstreamingtime-series-analysisreal-time-analyticsrag

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