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AT0M vs Kinovi

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

AT0M compared with Kinovi
Detail AT0MKinovi logo Kinovi
What it doesA private System One Decision AI that runs locally One API for video, image, and audio models
StageMVP Startup
FoundedNot given 2025
Based inNot given Not given
Pricing modelNot given Paid
PricingNot given Starter: 2,150 credits for $9.99 (one-time purchase); XL: 21,500 credits for $99.90 (one-time purchase); Studio: 215,000 credits for $999.90 (one-time purchase); Enterprise: Custom plan available. Model rates vary: Seedance 2.5 starts at $0.1197/s (480p), Seedance 2.0 at $0.0707/s (480p), Seedream 5
Key features
  • Non-autoregressive with no free text generation
  • Multi-question call support in a single forward pass
  • Bounded output within supplied candidate set
  • Calibrated probabilities without temperature fitting
  • Local inference as a Rust binary executable
  • Deterministic inference with reproducible results
  • Support for choice, score, and yes-no decision types
  • CPU, Apple Metal, and CUDA hardware support
  • Trainable on your own decisions locally
  • REST API with createTask and recordInfo endpoints
  • Browser-based Studio for creation without coding
  • Shared credit balance between Studio and API
  • Published model IDs and rates
  • Support for video, image, and audio generation
  • Model comparison and discovery
  • 7 interface languages
  • OpenAPI documentation
What makes it different
  • Bounded output structurally prevents off-list answers, unlike generative models
  • Calibration by construction without temperature fitting enables direct threshold-based automation
  • Local executable keeps inference in your perimeter with no per-decision API dependency
  • Cost structure based on electricity, not output tokens
  • Deterministic inference with identical results across repeated requests
  • Single unified API for multiple AI providers instead of separate integrations
  • Same credit balance works in both web Studio and REST API
  • Published rates and model comparison before choosing
  • Browser creation for non-developers plus API for automation
  • Affordable pricing compared to direct provider costs
Community votes00
DR (Domain Rating by Ahrefs)22 −2 (down) since last check31 −1 (down) since last check
Trust Flow (Majestic)010
Citation Flow (Majestic)332
Referring domains (Majestic)1247

4 details filled in for both companies.

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