# MinTok Autonomous Inference Compiler
Title: MinTok | Autonomous Coding Agents at 1/6th the Inference Cost
Canonical URL: https://mintok.adstim.net/
Documentation: https://mintok.adstim.net/docs/
Benchmarks: https://mintok.adstim.net/benchmark/
Pricing: https://mintok.adstim.net/pricing/
Features: https://mintok.adstim.net/features/
Calculator: https://mintok.adstim.net/tools/token-savings-calculator/
Keywords Model: https://mintok.adstim.net/models/mintok-1-keywords/
Keyword EV Calculator: https://mintok.adstim.net/tools/keyword-ev-calculator/
Title Optimizer: https://mintok.adstim.net/tools/title-optimizer/
Programmatic SEO: https://mintok.adstim.net/solutions/programmatic-seo/

## Overview
MinTok is an autonomous coding inference compiler that optimizes code context before inference. By performing Abstract Syntax Tree (AST) symbol slicing, unreferenced dependency pruning, and observation virtualization, MinTok eliminates up to 84.7% of avoidable context tokens before they reach frontier models.

## Models & Coding Arena Scores
- MinTok 1 Max (mintok-1-max / MinTok-Max alias): 1658 Elo Coding Score | Powered by compiled qwen-3.8-max-0902 | $0.42/M prompt, $1.32/M completion | Frontier tier
- MinTok 1 Pro (mintok-1-pro / MinTok-Pro alias): 1638 Elo Coding Score | Powered by MinTok Context Virtualizer v2 | $0.085/M prompt, $0.24/M completion | Standard tier
- MinTok 1 Flash (mintok-1-flash / MinTok-Flash alias): 1615 Elo Coding Score | Powered by MinTok Sliced IR v2 | $0.05/M prompt, $0.15/M completion | Agile tier
- MinTok 1 Keywords (mintok-1-keywords): LightGBM LambdaRank v2 GBDT (NDCG@10 = 0.9989) | Predictive SEO, Expected Value (eV), Volume, CPC, and SERP difficulty modeling

## Benchmark Performance (SWE-bench / SWE-Holdout-150)
- Solve Rate: 95.3% (143 / 150 tasks solved)
- Average Task Cost: $0.0008 (Flash) to $0.0043 (Max)
- Token Avoidance Ratio: 4.2x (76.2% average context reduction)

## Developer Tools & Installation
- cURL: curl -fsSL https://mintok.adstim.net/install | bash
- npm: npm install -g mintok
- Homebrew: brew install https://mintok.adstim.net/formula/mintok.rb
- Desktop Studio: Available for macOS (Apple Silicon / Intel), Windows, and Linux.

## API Compatibility
- OpenAI-compatible chat completions at https://mintok.adstim.net/v1/chat/completions
- Direct predictive SEO scoring at https://mintok.adstim.net/v1/keywords/score
- Bearer token authentication with mtk_live_ keys
- Real-time Server-Sent Events (SSE) streaming with custom x-mintok- telemetry headers