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DeepInfra vs Cogni

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

DeepInfra compared with Cogni
Detail DeepInfra Cogni
What it doesMachine Learning Models and Infrastructure Memory that reasons
StageGrowing Not given
Founded2022 Not given
Based inUS US
Pricing modelPaid Freemium
PricingPay-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. Free plan at $0 USD; Pro plan at $5 USD per month.
Key features
  • 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
  • Entity-graph spreading activation for cross-vocabulary retrieval
  • Works with any LLM model
  • No LLM or GPU in retrieval path
  • Point-in-time and windowed recall
  • Timestamped memories
  • Fixed recall cost as memory grows
What makes it different
  • 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
  • Reaches answers across unrelated documents that share no keywords, where vector search scores zero
  • Deterministic retrieval with no model in the path, so results never vary between queries
  • Constant per-query cost regardless of memory size, even at 32,000 words
  • No infrastructure to run—no vector database, cluster, or GPU needed
  • Works with any model, so small local models gain the most from better retrieval
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)75 no change since last check4 no change since last check
Trust Flow (Majestic)312
Citation Flow (Majestic)5021
Referring domains (Majestic)247734

6 details filled in for both companies.

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