Nicheloom visits: 58,069 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

Free Laya AI Model API

Free sub-35ms Laya model API with 16k daily requests

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

Stop waiting 2,000ms for slow generative LLMs to make simple structured choices. Laya AI is an ultra-fast System 1 decision engine built on mmBERT. It handles support ticket triage, prompt injection defense, spam filtering, and typed decisions in a single mathematical pass in under 35ms with zero hallucinations. ⚑ <35ms core inference πŸ”’ Ephemeral RAM (zero data retention) 🎁 16,666 free requests/day on RapidAPI πŸ› οΈ Integrates with n8n, Make, & backend REST APIs

PH · launched Sep 28, 2026 · 1 upvote (top 69%) · 0 views

Niche: ai model aggregators and apis · 196 launches, 19 in the last 7 days ▼ -17% · Explore this niche →

Category and tags

  • Horizontal
  • Model & infra
  • Developer
  • AI-native
  • Commercial product
  • API
  • Developer Tools
  • Artificial Intelligence
  • GitHub

Visit website ↗ Source listing ↗

Could you build this?

No Serving custom BERT-family models at sub-35ms latency at scale involves custom ML model training/distillation, TensorRT/ONNX runtime optimization, and high-performance GPU serving infrastructure.

What it would actually take: Requires training and fine-tuning an encoder model (such as modern mmBERT variants) for classification and security tasks, followed by quantization (INT8/FP8) and compilation via TensorRT or Triton Inference Server. It requires ML engineering expertise to achieve deterministic sub-35ms p99 latency under concurrency and maintain resilient prompt injection defense models.

Competitors

Other products that read as similar to this one : 196 launches clear the similarity bar, closest 8 shown.

Attention rank: #154 of 197 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 324 days after the earliest competitor.

  • laya-mlx · github · 2026-09-19 · 5859 upvotes · similarity 0.64
  • LayaModel · ph · 2026-10-07 · 1 upvotes · similarity 0.61
  • laya-coreml · github · 2026-09-19 · 1381 upvotes · similarity 0.56
  • laya-server · github · 2026-09-23 · 74 upvotes · similarity 0.51
  • laya · github · 2026-09-18 · 15429 upvotes · similarity 0.51
  • laya-vs-jev-arena · github · 2026-09-21 · 30 upvotes · similarity 0.50
  • laya-php · github · 2026-09-26 · 20 upvotes · similarity 0.50
  • laya-jev-GraphRAG · github · 2026-09-23 · 39 upvotes · similarity 0.49

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.