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Head to head

Dvalincode vs HumanMirror Outcome

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

Dvalincodeio.github.arthurpanhku/dvalincode
A
No reviews yet

Deterministic security scanning, no model or API key, plus offline-verifiable proof a fix worked.

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HumanMirror Outcomefr.humanmirror/outcome
C
No reviews yet

Verified AI-agent outcomes: secret scanning, JSON cleanup, dedupe, anomaly and schema checks.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Dvalincode (85/100 against 58). HumanMirror Outcome is hosted and callable through the gateway; Dvalincode runs on your own machine. Dvalincode has noticeably more public adoption.

 DvalincodeHumanMirror Outcome
User ratingNo reviews yetNo reviews yet
Safety gradeA85/100C58/100
AdoptionGrowingNew
GitHub stars117
Downloads / week56
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools31
Write actions11
Price per callFreeFree
LicenceMIT
Last release2026-09-18
CategoryAI and agentsAI and agents

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