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Token Cut vs AgentReady

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 AgentReady
DetailToken Cut logo Token CutAgentReady logo AgentReady
What it doesIntelligent model routing that cuts LLM token costs and latency Compress prompts and reduce LLM API costs while preserving answers
StageNot given Startup
FoundedNot given 2024
Based inNot given Not given
Pricing modelPaid Free
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 Open beta: $0/month with unlimited API calls, all features, and no credit card required. After beta: a generous free tier and simple usage plans with early users keeping their perks.
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
  • Compress long prompts, logs and documents by removing filler while preserving code, numbers and facts
  • Convert web pages to clean Markdown instead of raw HTML
  • Shrink JSON responses into TOON format with headers and CSV-like rows
  • Available as MCP server for Claude, Cursor, Windsurf and VS Code
  • Gateway integration for OpenAI and Anthropic SDKs
  • REST API for direct integration
  • Self-hosted or hosted gateway options
  • Dashboard showing token and cost savings
  • Works with any chat model including local models
  • Output modes to control answer verbosity: lite, caveman and ultra
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
  • Rule-based compression takes milliseconds without using another LLM
  • Your API key never leaves your infrastructure when using self-hosted gateway
  • Streaming, tool calling and function calling work unchanged
  • Real-world savings up to 42% on monthly LLM bills according to calculator
Community votes00
DR (Domain Rating by Ahrefs)5 no change since last check2 no change since last check
Trust Flow (Majestic)43
Citation Flow (Majestic)1927
Referring domains (Majestic)1158

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