MYTOKENCOST.BENCHMARK
Runaway Agent Loops Caught Globally: 1,482
Developer Capital Shielded: $4,291.55
Proven Empirical Telemetry

Verifiable Cost & Latency Benchmarks for Autonomous Agents

Proving that the mytokencost proxy engine reduces upstream context charges by over 30% with less than 3ms middleware overhead.

Try Interactive Simulator Analyze Agent Loops
Telemetry Matrix

Live Upstream TTFT & Proxy Overhead

Time to First Token (TTFT) metrics capturing real-time network streaming delay compared to our processing middleware target (< 5ms ceiling).

OpenAI (gpt-4o)
Direct: 210ms Proxy (+Overhead): 212.8ms
Anthropic (claude-3-5-sonnet)
Direct: 385ms Proxy (+Overhead): 387.6ms
DeepSeek (deepseek-chat)
Direct: 440ms Proxy (+Overhead): 442.9ms
Groq (llama-3-70b)
Direct: 98ms Proxy (+Overhead): 100.4ms
Upstream Provider Delay (Direct)
mytokencost Gateway Overhead (< 3ms)
Dynamic Caching Alignment

Prompt Caching Probability Gauge

Claude 3.5 Sonnet context caching rules mandate strict prefix matching. Check how our re-ordering engine pushes out-of-order blocks to top efficiency.

15% Match Ratio
Prompt Segment Layering Jumbled (Cache Miss Alert)
Optimization Engine

Interactive Ephemeral Payload Minifier

Zero-retention minification simulator. Watch code, whitespace, and formatting bloat get stripped client-side, reducing your context token overhead.

Workspace Preset:
Raw Input Payload 0 chars
Optimized Proxy Output 0 chars
Token Footprint Comparison
0 ➔ 0
0% Saved
Formatting Bloat Stripped
0.0% Saved
0 characters removed
Projected Annual Savings
$0.00
Based on 500k runs/yr
Financial Vulnerability Analysis

Cumulative Multi-Step Agent Loop Cost Simulator

Runaway loops are catastrophic. This simulator shows how unaligned prompts and formatting overhead escalate exponentially during a multi-file autonomous workspace edit loop.

50
Direct API Cost (Raw) $0.00
mytokencost Proxy Cost $0.00
Capital Shielded (Savings) $0.00
Reproduction & Trust

Automated Benchmark Publishing Loop

Complete transparency. Every 24 hours, an automated runner triggers full-suite evaluations to verify the metrics shown on this domain.

01
GitHub Actions Cron Nightly trigger schedules standardized evaluation suites.
02
Public Test Runner Runs complex multi-step simulations on public code repositories.
03
Telemetry Commit Pushes direct results and execution logs into open-source Git repo.
04
Subdomain Refresh benchmark.mytokencost.com updates visual logs dynamically.
View Raw Evaluation Source & Verification Scripts on GitHub
Zero Latency Setup

Routing Telemetry through api.mytokencost.com

Integrate the proxy engine in less than 30 seconds. Replace your base upstream target endpoint to access automatic context caching optimization, formatting cleanup, and runaway loop protection.

Target Overhead: 2.4ms