| What it does | Tools and algorithms for AI agents to test, fix and optimize your codebase
| Free AI music detector for screening songs for signs of AI generation
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| Stage | Not given
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Free
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| Pricing | Vinv is free and open source under the Apache 2.0 license.
| Free: unlimited single checks, no account needed. Starter: $4.90 one-time for 60 batch credits, valid 12 months. Pro: $9.90 one-time for 240 batch credits, valid 12 months. No subscription or auto-renewal.
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| Key features | - Acceptance test verification before fix deployment
- One-click revert of all changes from a failed fix attempt
| - Upload audio files (MP3, WAV, M4A, FLAC, OGG) up to 50 MB or paste direct audio links
- Spectral screening score with confidence indicator or inconclusive result
- Analysis runs fully online in browser, no app or extension required
- Audio permanently deleted immediately after analysis
- Batch screening with resumable multi-track workflow (paid)
- Specialized detectors for Suno, Udio, YuE2, and AI voices
- Published test results with per-track scores and methodology
- Recognizes output from major AI music generators
- Screenshot-friendly shareable detection result cards
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| What makes it different | - Provides real runtime evidence to AI agents instead of requiring them to guess or generate test cases
- Runs completely locally with zero code changes needed to the codebase
- Proves fixes work by re-executing against acceptance tests the agent never sees
- Works with any AI coding agent without requiring new subscriptions or API keys
- Uses published scientific methods for each decision, with full math and attribution transparency
| - Completely free for single-track checks with no signup or account required
- Publishes full methodology, per-track results, and failures transparently
- No storage of user audio or use of uploads for training
- Withholds inconclusive verdicts when evidence is weak rather than guessing
- One-time paid credit packs with no subscription or auto-renewal
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 8 ▼ −1 (down) since last check | 6 ● no change since last check |
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| Trust Flow (Majestic) | 0 | 5 |
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| Citation Flow (Majestic) | 13 | 19 |
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| Referring domains (Majestic) | 39 | 7 |
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Vinv
Sonicert