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AT0M vs DeepInfra

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 DeepInfra
DetailAT0MDeepInfra
What it doesA private System One Decision AI that runs locally Machine Learning Models and Infrastructure
StageBeta Growing
FoundedNot given 2022
Based inNot given US
Pricing modelNot given usage-based
PricingNot given Pay-per-token for language models, per-minute for audio, per-image for image generation, and per-hour for GPU rental. No long-term contracts or upfront costs.
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
  • 100+ machine learning models
  • Developer-friendly APIs
  • Text generation models
  • Image generation with Flux
  • Automatic scaling
  • Custom model deployment
  • Zero data retention policy
  • SOC 2 and ISO 27001 certified
  • Dedicated GPU clusters
  • Multi-GPU setups with SXM connections
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
  • Own cutting-edge inference-optimized infrastructure with secure US-based data centers
  • Zero retention policy with SOC 2 and ISO 27001 certification for data privacy
  • No long-term contracts or hidden fees with simple pay-as-you-go pricing
  • 100+ production-ready models covering all major AI use cases
  • Customizable inference solutions tailored to cost, latency, throughput or scale priorities
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)22 no change since last check75 no change since last check
Trust Flow (Majestic)031
Citation Flow (Majestic)350
Referring domains (Majestic)12477

4 details filled in for both companies.

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