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Tokonomics vs Scale

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 Scale
DetailTokonomics logo TokonomicsScale logo Scale
What it doesBudget-first AI cost metering proxy for any stack Reliable AI systems for critical decisions
StageStartup Established
Founded2025 Not given
Based inCA US
Pricing modelFreemium Contact for pricing
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. Not given
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
  • High-quality training data sourced from contributors with 25% having advanced degrees
  • Model evaluations and red-teaming
  • RLHF (Reinforcement Learning from Human Feedback)
  • Private benchmarks and leaderboards for AI companies
  • Full-stack AI systems deployment
  • Hands-on AI application building for specific use cases
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
  • Powers 90% of the world's leading generative AI model builders
  • Humans stay in the loop throughout the AI stack
  • 10 years of proven experience in AI breakthroughs
Community votes00
DR (Domain Rating by Ahrefs)28 no change since last check80 no change since last check
Trust Flow (Majestic)523
Citation Flow (Majestic)1953
Referring domains (Majestic)698300

6 details filled in for both companies.

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