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Wirkung vs condense

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

Wirkung compared with condense
DetailWirkung logo Wirkungcondense logo condense
What it doesEverything has an algorithm Cut your AI agent bill
StageNot given Not given
FoundedNot given Not given
Based inNot given LT
Pricing modelNot given Freemium
PricingNot given Proxy API: 15% of savings on provider bill. Models API: $0.40 per 1M tokens removed (Helene 1.1), $0.90 per 1M tokens removed (Adeline 1). Free tier available with Condense Lite (approximately 20% compression).
Key features
  • Constant-state attention: models serve any context length from the same memory per request
  • HCGM: models run from disk storage instead of memory
  • M-Rail: context processed by a model can be reused instantly in future requests
  • CPUDA/sGPU: run unmodified CUDA programs on CPUs with bit-identical results
  • Organ grafting: transfer capabilities between models without training
  • Personal instruction set (ISA) compiled on device from phone signals
  • Population ISA: compile laws from many people without personal records
  • Digital twins of customers, fleets, cities or markets
  • Results identical across all machines and architectures
  • Computation cost follows novelty not data size
  • Proxy API for seamless integration requiring only one base URL and header change
  • Maintains 98.6% cache hit rate
  • Preserves instructions, questions, answers, code and error messages
  • Direct billing from provider with no stored API keys
  • SOC 2 Type II and ISO 27001 compliance in progress
  • Zero data retention with GDPR export and erasure support
What makes it different
  • Constant memory cost regardless of context length or data size
  • Exact reuse: every computed result is kept and reused instantly
  • Portable execution with bit-identical results across all hardware
  • Models run from storage without retraining or fitting in memory
  • Privacy-preserving: raw data never leaves the device
  • Removes 37.3% of bills on average sessions and 66-72% on sessions over 800k tokens
  • Pay only 15% of savings on Proxy API with no fee if no savings occur
  • Built around cache architecture rather than against it
  • Public benchmark allowing comparison with alternatives before purchase
  • Operates transparently with audit logs and ability to inspect rewritten requests
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check12 +2 (up) since last check
Trust Flow (Majestic)07
Citation Flow (Majestic)017
Referring domains (Majestic)012

3 details filled in for both companies.

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