Registry › Compare › Unstructured vs Vibe-Trading

Unstructured vs Vibe-Trading

Unstructured leads on trust: 89.2/100 (Grade A) against 63.9/100 (Grade C), a 25.3-point gap. Unstructured leads on supply-chain integrity and provenance, and rests on broader evidence.

A Unstructured 89.2

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Unstructured-IO/unstructured · #36 overall · #1 Research & Data · coverage A (4/5)

Choose Unstructured if supply-chain integrity and provenance matter most.

+12.3Safety / Integrity: 100% of recent commits signed, against 8%
+7.2Identity / Provenance: package provenance attested, against none
+6.8Adoption
A vs CEvidence coverage: 4 of 5 independent signal types, against 2

C Vibe-Trading 63.9

"Vibe-Trading: Your Personal Trading Agent"

HKUDS/Vibe-Trading · #556 overall · #12 Research & Data · coverage C (2/5)

Vibe-Trading doesn't lead on any scored dimension in this pair.

Where they differ

20.9

Safety / IntegrityUnstructured +12.3

8.6

18.0

Identity / ProvenanceUnstructured +7.2

10.8

14.2

TransparencyUnstructured +0.1

14.1

19.7

MaintenanceVibe-Trading +0.2

19.9

17.8

AdoptionUnstructured +6.8

11.0

-1.4

Runtime calibrationVibe-Trading +0.9

-0.5

Full evidence table

An independent, evidence-based trust comparison of Unstructured and Vibe-Trading, two Research & Data projects in the HVTracker registry. Scores come from public, checkable signals — supply-chain provenance, OSSF Scorecard, maintenance, and adoption — not popularity.

Full evidence

Signal	UnstructuredUnstructured-IO/unstructured	Vibe-TradingHKUDS/Vibe-Trading
HVTrust score	89.2	63.9
Evidence grade	A	C
Coverage grade	A	C
Overall rank	#36	#556
Rank in Research & Data	#1	#12
GitHub stars	15.7k	37.5k
Last updated	1d ago	1d ago
Build provenance	Yes	No
OSSF Scorecard	6.7 / 10	6.6 / 10
License	Apache-2.0	MIT
Downloads	582k/wk	—
Trust dimensions (points earned)
Safety / integrity / 25	20.9	8.6
Identity & provenance / 18	18.0	10.8
Transparency / 17	14.2	14.1
Maintenance / 20	19.7	19.9
Adoption / 20	17.8	11.0
Runtime capability surface (full matrix)
MCP server	—	Implemented
External providers	7 — Amazon Bedrock, Google Gemini, OpenAI, …	4 — Anthropic, DeepSeek, OpenAI, …
Requires API keys	No	Yes
Plugin surface	—	—
Provenance drift	Match	—

Open in the live compare tool → Unstructured profile Vibe-Trading profile More Research & Data →

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption, scaled by an evidence-confidence factor. Grade bands: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Signals refresh daily. Full methodology v4.4 →