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GPTZZZ vs Contextwaise

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

GPTZZZ compared with Contextwaise
DetailGPTZZZ logo GPTZZZContextwaise logo Contextwaise
What it doesAI API relay station providing access to multiple AI models with unified billing Context optimization for production AI
StageStartup MVP
Founded2026 Not given
Based inNot given GB
Pricing modelPaid Freemium
PricingPay-as-you-go with Alipay top-ups. Minimum charge ¥10, exchange rate ¥1 = $1 credit. Pricing varies by model and group: GPT models from $0.02 input / $0.12 output per million tokens in the 0.1x group; Claude models from $0.50 input / $3.00 output per million tokens in the 0.4x group; Grok models ava Free: 1M context tokens (one-time). Pro: $15/month for 100M tokens/month, $0.18 per extra 1M tokens. Scale: $49/month for 350M tokens/month, $0.15 per extra 1M tokens. 30% off Pro or Scale for the first year for early access teams.
Key features
  • Group-based API key management with separate billing multipliers from 0.1x to 0.7x
  • Unified balance across multiple AI model providers
  • OpenAI-compatible endpoint requiring only Base URL change
  • Support for Claude Messages interface for Claude models
  • Anytime balance withdrawal with no fees
  • Base64 image input support
  • Removes duplicate context and off-topic results
  • Works with any LLM provider
  • API and SDK integrations
  • Quality guard checks if kept context is sufficient
  • Local cleanup of tool output and JSON fields
  • Fallback to original context on service failure
  • Per-agent budgets and token limits
  • Savings report showing cost avoided
What makes it different
  • Lowest pricing multipliers in the market at 0.1x baseline
  • Unified billing across different model providers with single balance
  • No withdrawal fees for unused balance
  • Simple integration with only Base URL change needed
  • Reduces input tokens to LLMs by 56–71% on average
  • Optimizes in milliseconds without slowing requests
  • No model or provider changes required
  • Every removal logged with reason and recoverable
Community votes00
DR (Domain Rating by Ahrefs)71 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)96
Citation Flow (Majestic)2819
Referring domains (Majestic)522

6 details filled in for both companies.

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