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Tokonomics vs LeanCTX

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 LeanCTX
DetailTokonomics logo TokonomicsLeanCTX logo LeanCTX
What it doesBudget-first AI cost metering proxy for any stack The Context Gateway for AI systems
StageStartup Not given
Founded2025 Not given
Based inCA CH
Pricing modelFreemium Freemium
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. Community: Free (open-source, local use). Pro: $9/month or $90/year (personal cloud sync, 1 GB hosted index). Team: $29/month per seat or $290/year per seat (team server, shared workspace, 20 GB index, 1-25 seats). Enterprise: Contact for pricing.
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
  • Source selection and retrieval with task-relevant context at configurable depth
  • Access controls via PathJail boundary enforcement and role-based permissions
  • Read-time content filters for injection patterns and personal data detection
  • Memory and continuity to retain findings and connections across sessions
  • Evidence and outcomes recording with source references and usage audit trails
  • Integration with AI tools via SDK, MCP, hooks and supported client adapters
  • Local, VPC, on-premises and offline deployment options
  • Optional production intelligence for planning, ranking and routing enhancements
  • SDK with five stable primitives and six Agent Tools language contracts
  • Context cache, reference routing and usage accounting
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
  • Deterministic, model-agnostic context processing independent of AI provider choice
  • Governs context without controlling model calls, keeping AI decisions under user ownership
  • Records measurable impact with 64.1% reported context reduction in field use
  • Open-source core (Apache 2.0) with commercial tiers for teams and enterprises
  • Transparent governance with separate evaluation of task outcome from context delivery
Community votes00
DR (Domain Rating by Ahrefs)28 no change since last check42 no change since last check
Trust Flow (Majestic)53
Citation Flow (Majestic)1935
Referring domains (Majestic)69212

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