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Anonymize LLM traffic to dodge API fingerprinting and rate-limiting
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🔍 Detect AI-generated text and fingerprint which LLM wrote it. Open-source GPTZero alternative. Zero dependencies, works offline.
17 starsPython
Lmscan – Detect AI text and fingerprint which LLM wrote it (zero deps)
by zach22·Apr 11, 2026·3 points·0 comments
AI Analysis
●●SolidNiche GemShip It
Model attribution beats GPTZero's binary AI-or-not verdicts.
Strengths
- •Fingerprinting specific LLMs via vocabulary markers is genuinely differentiated from pure detection.
- •Zero dependencies and offline operation means no API costs or rate limits.
- •CI gate feature with JSON output enables automated workflows.
Weaknesses
- •AI detection reliability is fundamentally questionable across all tools in this space.
- •Competes with GPTZero, Originality.ai, Turnitin in an already crowded market.
Category
Target Audience
Educators, content moderators, journalists verifying AI authorship
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GPTZero · Originality.ai · ZeroGPT
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