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Token Cut vs Kaeso

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

Token Cut compared with Kaeso
DetailToken Cut logo Token CutKaeso logo Kaeso
What it doesIntelligent model routing that cuts LLM token costs and latency Open-source AI gateway you run yourself
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelPaid Open source
PricingPay-as-you-go with 1% service fee. Cheap Tasks: $0.000043–$0.000194 per reference request. Standard Tasks: $0.000225–$0.000838 per reference request. Reasoning Tasks: $0.00066–$0.0023 per reference request. Frontier Tasks: $0.0023–$0.0354 per reference request. Agentic Tasks: $0.0071–$0.0354 per ref Not given
Key features
  • Automatic task classification with Jev decision model
  • Multi-provider model access (OpenRouter, Kie.ai, Replicate, fal.ai)
  • Lowest-price eligible model selection
  • Support for text, image, video and audio modalities
  • Budget limits and provider filtering
  • Transparent billing and cost tracking
  • Three question types: Choice, Score and Noul
  • Pay-as-you-go pricing with no subscription
  • Single sign-on with OpenID Connect and two-factor authentication
  • Format translation through KPP canonical format, allowing any SDK to call any model
  • Spend and token budgets with hard limits that are never skipped
  • Complete request logging with status, tokens, cost, timing and content when permitted
  • Encrypted provider key storage with AES-256-GCM
  • Web console for managing organizations, projects, members, roles and request logs
  • Stateless Rust gateway for horizontal scaling
  • Support for 14 built-in AI providers
  • Docker Compose deployment with Caddy, PostgreSQL, Valkey and ClickHouse
  • Error reporting that names unsupported fields instead of silently dropping them
What makes it different
  • Jev decision model automatically matches tasks to appropriate capability tiers instead of fixed frontier model routing
  • Reduces costs by up to 43.9% on illustrative workloads compared to fixed-model routing
  • Single API key for four different providers with unified billing
  • Works with multiple modalities and use cases like triage, classification and gating
  • OpenID Connect single sign-on and two-factor authentication included in the open-source code, not an enterprise edition
  • Hard budgets with worst-case reserves for every request to prevent burst overruns
  • Single MIT-licensed repository for gateway, console, KPP and UI library with no separate enterprise version
  • Rust gateway architecture with no interpreter on the hot path for performance
Community votes00
DR (Domain Rating by Ahrefs)5 no change since last check20 +17 (up) since last check
Trust Flow (Majestic)44
Citation Flow (Majestic)1919
Referring domains (Majestic)1115

4 details filled in for both companies.

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