3-Tier Speculative Decoding

Revolutionary pyramid architecture achieves 92% quality at just $5-10/month. Production-ready inference that scales with your needs.

Performance That Delivers

6s
Startup Time
vs 30s traditional
92%
Quality Score
Opus-level quality
$5-10
Monthly Cost
80% cost reduction
2.1x
Speed Boost
Real-time inference

Revolutionary Pyramid Architecture

Our 3-tier pyramid architecture combines local and cloud models for optimal performance:

Tier 1: Draft Model

Local Llama 2B on Apple Neural Engine for instant response

Tier 2: Qualification

Local Llama 8B validates draft quality in real-time

Tier 3: Cloud Fallback

OpenRouter Opus for complex queries when needed

Tier 3: CloudTier 2: QualifyTier 1: Draft

Hybrid Config 4: Local draft + qualifier with cloud fallback

Perfect For

🚀

Startups

Launch AI features without breaking the bank. Scale from prototype to production seamlessly.

🏢

Enterprises

Reduce inference costs by 80% while maintaining quality. Perfect for high-volume applications.

👨‍💻

Developers

Build responsive AI apps with local-first architecture. Ship features faster with lower latency.

Cost Comparison

SolutionMonthly CostQualityLatency
Traditional Cloud API$50-20095%200-500ms
Local-Only (70B)$085%2-5s
momo-kiji 3-Tier$5-1092%50-100ms

Ready for Production-Grade AI?

Join developers using 3-tier speculative decoding for faster, cheaper, better AI inference.