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TokenPricing vs Confidential AI

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

TokenPricing compared with Confidential AI
DetailTokenPricing logo TokenPricingConfidential AI logo Confidential AI
What it doesCompare LLM API pricing across providers and models Private AI inference and confidential GPU computing infrastructure
StageNot given Not given
FoundedNot given Not given
Based inNot given US
Pricing modelFree Paid
PricingNot given Confidential Inference: DeepSeek V4.1 Flash $0.30 input and $1.20 output per 1M tokens; Kimi K3 $3.00 input and $15.00 output per 1M tokens; GLM 5.3 $1.40 input and $4.40 output per 1M tokens; Qwen3.8 27B $0.30 input and $1.80 output per 1M tokens. Confidential VMs: B300 at $7.50 per GPU-hour, B200
Key features
  • Compare pricing across 234 LLM providers
  • View input, output and cached token pricing
  • Track 628 LLM models
  • Access source-linked pricing information
  • Calculate monthly API budget
  • View pricing by context window
  • Filter by popular models
  • OpenAI-compatible endpoint for private LLM inference
  • Hardware-encrypted VMs on Intel TDX, AMD SEV-SNP and NVIDIA GPUs
  • Client attestation verification before sending requests
  • Support for multiple open-weight models including DeepSeek, Kimi, GLM, Qwen
  • Confidential Kubernetes for data center scale deployments
  • Confidential training and fine-tuning on licensed stack
  • Root access over SSH to confidential VMs
  • Encrypted GPU communications with NVLink encryption on B200 and B300
  • Confidential agents runtime support
  • Prompt caching with cached input billing
What makes it different
  • All pricing sourced with transparent links to original provider pages
  • Covers 9,593 pricing offers across models and providers
  • Separates input, output and cache-read pricing
  • Includes context window metadata for each model
  • Prompts and model weights verified by clients with cryptographic attestation before any data is sent
  • Operator-blind inference: data remains unreadable to the company and hosting provider
  • Flexible deployment: choice of hosted cloud, rented VMs, or licensed stack on own infrastructure
  • Open-weight models only, no closed-source frontier models
  • Full cryptographic verification stack including open-source tools
Community votes00
DR (Domain Rating by Ahrefs)11 no change since last check12 +1 (up) since last check
Trust Flow (Majestic)67
Citation Flow (Majestic)2426
Referring domains (Majestic)1736

4 details filled in for both companies.

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