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Benten

Voice AI Agents Audio Evaluation & Telemetry Platform

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Benten is an audio evaluation and analytics platform built specifically for Voice AI agents. It connects directly to voice AI platforms to discover your agents, process call audio, and measure conversation quality, non-intrusive speech quality (NISQA MOS), response latency, and speech dynamics.

PH · launched Oct 23, 2026 · 1 upvote (top 67%) · 0 views

Niche: speech processing software · 57 launches, 7 in the last 7 days ▼ -22% · Explore this niche →

Category and tags
  • Horizontal
  • Observability & eval
  • B2B
  • AI-native
  • Commercial product
  • GitHub
  • Data & Analytics
  • Data Science
  • Data Visualization

Visit website ↗ Source listing ↗

More like this: all 57 launches in speech processing software →

Could you build this?

Partial A dashboard and API integrations are vibe-codeable, but measuring speech quality (NISQA MOS) and latency across voice platforms needs audio-processing and speech-evaluation expertise.

What it would actually take: Build a backend (for example Python with FastAPI) that pulls call recordings through each voice platform's API and runs the open-source NISQA model to score quality. Add latency and speech-dynamics analysis using signal processing (VAD, pitch, and timing), plus a dashboard. The hard parts are validating the MOS metrics against human ratings and handling audio at volume with reliable per-platform connectors.

Competitors

Other products that read as similar to this one : 263 launches clear the similarity bar, closest 8 shown.

Attention rank: #140 of 264 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 345 days after the earliest competitor.

  • VoiceINS · ph · 2026-11-05 · 1 upvotes · similarity 0.54
  • ai-voice-agent · github · 2026-09-19 · 8 upvotes · similarity 0.45
  • Veridica Voice AI · ph · 2026-09-30 · 2 upvotes · similarity 0.45
  • ElevenAgents Architect · ph · 2026-10-11 · 3 upvotes · similarity 0.44
  • Codeen · ph · 2026-11-09 · 1 upvotes · similarity 0.43
  • Ely-On · ph · 2026-10-22 · 1 upvotes · similarity 0.43
  • Yova · ph · 2026-10-23 · 1 upvotes · similarity 0.43
  • REENG · ph · 2026-11-07 · 1 upvotes · similarity 0.42

Related data

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.