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Roboflow vs Wirkung

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

Roboflow compared with Wirkung
DetailRoboflow logo RoboflowWirkung logo Wirkung
What it doesVision AI platform for companies that run in the physical world Everything has an algorithm
StageEstablished Not given
Founded2020 Not given
Based inNot given Not given
Pricing modelFreemium Not given
PricingFree Tier: $0 with 10 credits/month. Core: $39/month with 20 credits total, or $89-$1,399/month for 35-500 credits. Enterprise: Custom pricing. Additional prepaid credits starting at $4, on-demand credits at $6. Not given
Key featuresNot given
  • 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
What makes it different
  • Single end-to-end platform covering labeling, training, and deployment
  • Free self-hosted inference and model weights on all plans
  • 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
Community votes00
DR (Domain Rating by Ahrefs)78 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)230
Citation Flow (Majestic)510
Referring domains (Majestic)48420

2 details filled in for both companies.

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