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meraGPT
Small models for one job; Decider 1 leads typed-decisions
Small models that each do one job. Decider 1 answers typed questions about any state as probabilities and is #1 on typed-decisions, Hugging Face's decision benchmark. Restyler 1 makes model output read human. Query Fanout 1 predicts AI searches.
Hey Product Hunt 👋
meraGPT is an API for small models that each do one job.
Restyler 1 takes text from any model and rewrites it so it reads the way a person writes. We measured it with a classifier trained to tell model output from human writing on the same prompts, where 0.5 means it can't tell and 1.0 means it's obvious. Claude Haiku 4.5, Gemini 3.5 Flash Lite and GPT-5.6 Luna all score about 0.90 on their own. After Restyler 1 the same text scores 0.65 to 0.70. Gemini was held out of training entirely and still improved the most.
It keeps 73% of facts on average, and every fact in only 41% of blocks, so read the output wherever accuracy matters. It was not built or measured for getting past AI detectors.
Query Fanout 1 takes a question and returns the searches an assistant would likely run before answering. It learned from searches we observed ChatGPT, Claude and Gemini actually make. If you care whether your pages get cited in AI answers, those searches are what decide it.
Both are OpenAI-compatible and cost $0.05 per million input tokens and $0.15 per million output. The playgrounds work without an account.
We'd love to hear what you would point them at, and which narrow job you'd want a model for next.
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About meraGPT on Product Hunt
“Small models for one job; Decider 1 leads typed-decisions”
meraGPT was submitted on Product Hunt and earned 0 upvotes and 2 comments, placing #292 on the daily leaderboard. Small models that each do one job. Decider 1 answers typed questions about any state as probabilities and is #1 on typed-decisions, Hugging Face's decision benchmark. Restyler 1 makes model output read human. Query Fanout 1 predicts AI searches.
meraGPT was featured in API (98.8k followers), Developer Tools (521.5k followers) and Artificial Intelligence (481.6k followers) on Product Hunt. Together, these topics include over 232.5k products, making this a competitive space to launch in.
Who hunted meraGPT?
meraGPT was hunted by Securade.ai. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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