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Tokonomics vs AgentReady

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

Tokonomics compared with AgentReady
DetailTokonomics logo TokonomicsAgentReady logo AgentReady
What it doesBudget-first AI cost metering proxy for any stack Compress prompts and reduce LLM API costs while preserving answers
StageStartup Startup
Founded2025 2024
Based inCA Not given
Pricing modelFreemium Free
PricingFree: $0/month with 100 API calls/month, 1 seat, basic analytics, 30-day retention. Pro: $49/month with unlimited API calls, 5 seats, full analytics, hard spending caps, 90-day retention. 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
  • Real-time cost tracking with per-model and per-tag breakdowns
  • Budget alerts via email, Slack, or Teams at configurable thresholds
  • Hard spending caps that block requests with 429 response
  • Rate limiting with sliding window per API key
  • Support for 9 LLM providers and 60+ models
  • Analytics dashboard with daily spend charts and latency metrics
  • Works with any programming language via HTTP proxy
  • AES-256 encryption for provider API keys with BYOK model
  • 90-day data retention on Pro plan
  • Tag-based cost attribution by team, feature, or customer
  • 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
  • Minimal 31ms proxy overhead, only 3.6% latency impact on typical calls
  • No SDKs required, works with any HTTP client out of the box
  • Never stores prompts or completions, only billing metadata
  • Hard spending caps enforced by Redis to prevent overspend
  • 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)29 +1 (up) since last check2 no change since last check
Trust Flow (Majestic)53
Citation Flow (Majestic)1927
Referring domains (Majestic)6958

7 details filled in for both companies.

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