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Confidential Inference Provider Comparison

Confidential Inference Provider Comparison

by aaaljaz·Mar 6, 2026·2 points·0 comments
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AI Analysis

●●SolidSolve My Problem

Scrapes 7 TEE inference providers and their pricing; semi-manual curation.

Strengths
  • •Solves real pain: confidential inference pricing is scattered across sites
  • •Clean UI with filters by price, model, and features like streaming
  • •Semi-automated data collection despite provider obstruction
Weaknesses
  • •Static comparison site with no real-time pricing updates or integration
  • •Limited to 7 providers; maintenance burden for staying current
Category
Data
Target Audience

ML engineers and companies evaluating confidential AI compute

Similar To

Hugging Face Model Hub · OpenRouter · ModelFinder

Post Description

I've built https://confidentialinference.net/ to make it easy for myself (and others) to explore which confidential inference providers exist and more importantly which models are available and how much they cost.

The pricing varies significantly across providers as you can see on https://confidentialinference.net/models.

Data collection is semi-automated as some providers make it very hard to find the information at all, let alone pull it automatically. If anyone knows of any other provider that isn't on the list let me know.

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