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AptAI vs condense

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

AptAI compared with condense
DetailAptAI logo AptAIcondense logo condense
What it doesUniversal serverless adapter serving for LLMs Cut your AI agent bill
StageNot given Not given
FoundedNot given Not given
Based inNot given LT
Pricing modelPaid 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
  • Adapter registry with 191+ production-ready fine-tunes for discovery
  • In-browser A/B testing playground to compare adapters against base models
  • One-click deployment to serverless API endpoints with OpenAI-compatible format
  • Multi-adapter serving on single base model with zero cold starts
  • Automated fine-tuning with Unsloth-optimized kernels
  • Creator monetization with per-token revenue sharing
  • IP protection with managed endpoints and no public weight downloads
  • Framework integration as OpenAI-compatible proxy
  • 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
  • 2x-5x faster fine-tuning using Unsloth-optimized kernels compared to traditional methods
  • Creators earn 70% revenue share on every token served through their adapters
  • 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)37
Citation Flow (Majestic)1317
Referring domains (Majestic)1012

4 details filled in for both companies.

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