Voting

Casting a vote

1. Type a line, or hit Random for one from the prompt pool.
2. Two anonymous models - A and B - synthesize it.
3. Listen to both, then pick the one that sounds more human. One choice, no skips.
4. The identities are revealed. If the line came unchanged from Random, the public ratings update.

You need to listen to enough of each clip before voting unlocks - this keeps votes grounded in the audio rather than reflexive clicks.

Requirements

• Sign in with Hugging Face. Voting is tied to your account so each vote counts once. Accounts must be at least 30 days old.
• English only, for now - it's the language all models support. Multilingual is on the roadmap.
• Prompts are capped at 1,000 characters.
• Only clean votes on first-use Random prompts move the public leaderboard. Typed custom prompts are still useful for side-by-side listening, but they do not affect ratings.

Keeping it fair

Votes run through an anti-abuse system so the board reflects real preferences:

• Behavioral signals score each vote for risk (timing, patterns, device and network signals). High-risk votes are recorded but shadow-excluded - they never move the public ratings.
• A lightweight proof-of-work captcha appears once per session, and again if risk rises.
• A background sweep looks for coordinated rings (many accounts sharing an IP or fingerprint piling onto one model) and per-account bias, retroactively excluding suspicious votes and recomputing the board from the clean set.