Platform Architecture & Transparency

Data Stewardship, Rate Limiting & API Policy

AxeProgress is an independent companion platform engineered to give axe throwers deeper visibility into their historical trajectory, Collins rating changes, clutch accuracy under pressure, and head-to-head records. Because we rely on publicly available match data, we hold our infrastructure to strict standards of API citizenship and server protection.

Global Outbound Rate Limiting

To prevent flooding or burdening upstream servers, all network requests from AxeProgress pass through a centralized async token-bucket rate limiter:

  • Throughput Cap: Paced at a maximum of 15.0 requests per second globally across all users.
  • Concurrency Throttling: Capped at 8 concurrent outbound connections maximum.
  • Exponential Backoff: Automatic progressive delays with random jitter if any upstream throttling or latency spikes occur.

Aggressive Local Caching

We minimize outbound traffic by storing throw data in an optimized local database:

  • 1-Hour Sync Cooldown: Player profiles are cached locally. Repeat visits serve instantly from cache without touching the external API.
  • Delta Syncing: Only new matches that do not already exist in the local database are fetched on subsequent syncs.
  • No Bulk Harvesting: Data is synchronized strictly on-demand when a thrower enters their player ID. We do not crawl or scrape the entire player database.

Privacy & Zero-Tracking

AxeProgress is built with privacy-by-default principles:

  • Public Factual Data Only: We only process public match scores, throw counts, and league standings.
  • No Sensitive Personal Info: We do not collect, request, or store passwords, emails, phone numbers, or payment data.
  • No Tracking Cookies: No invasive third-party ad pixels or tracking cookies are used.

Factual Sports Data Policy

Sports scores, individual throw scores, and match results are raw factual data:

  • Under US law (e.g. Feist Publications v. Rural Telephone Service, NBA v. Motorola), factual match outcomes and scores are non-copyrightable facts.
  • AxeProgress performs computational analysis and statistical modeling (rating trajectory, spread, clutch rates) on these public factual records.

Predictive Modeling & Match Forecasting Engine

10,000-Trial Monte Carlo & Bayesian Skill Calibration

AxeProgress simulates head-to-head pairings across league schedules and upcoming matchups using a disciplined, multi-factor statistical model designed specifically for precision target sports.

Bayesian Sample Shrinkage

Small-sample thrower averages (e.g. substitutes or Week 1 rookies) are regressed toward the league baseline ($K = 60\text{ axes} \approx 4\text{ matches}$), preventing single-night anomalies from distorting predictions.

Clutch Regression to the Mean

High-volatility clutch conversion rates are regressed toward the sport baseline (~40–42%, $K = 10\text{ calls}$) rather than assuming unsustainable 100% or 0% conversion ability.

Discipline-Aware Scaling

Calibrates logistic dispersion and scoring weights dynamically for Premier (drop-rule penalty & 7-pt clutch volatility) versus Standard rules (tighter regulation margins).

Live Site Statistics & Telemetry

Platform Storage & Upstream Network Footprint

Transparent real-time telemetry across all tracked data, rate-limited upstream API calls, and data retrieved from AxeScores.

Players --
Matches --
Throws --
Leagues --
Venues --
Milestones --
Circuit Points --
Database Size --
Outbound API Calls
-- 24h
7d: -- 30d: --
Wire Data Retrieved
-- 24h
7d: -- 30d: --
Upstream Success Rate
--% (-- errors)

HTTP 200 responses vs upstream 4xx/5xx throttles.

Latency & Queue Delay
-- ms avg
Pacing queue delay: -- ms

AxeScores API Endpoint Breakdown

Summary of API requests and data volume retrieved by endpoint category.

Central Rate Limit: 15.0 RPS / 8 Concurrency
Endpoint Group Description & Scope Calls (24h) Calls (30d) Data (24h) Data (30d) Avg Latency
Loading endpoint statistics...
Support AxeProgress

Community-Funded & 100% Free

AxeProgress is completely free, open-source, and has zero advertising or subscriptions. If you find these analytics, rating trackers, or dossiers helpful, tips help cover hosting, database costs, and rate-limiting infrastructure:

Ko-fi

Global • 0% Fee

Support via Credit/Debit Card, Apple Pay, Google Pay, or PayPal.

https://ko-fi.com/pmiller

Venmo

US Throwers

Direct peer-to-peer tip via Venmo app or web.

@ssgtspoon
Open Venmo
Direct Channels

Contact & Developer Feedback

Have feedback, feature ideas, bug reports, or questions? Connect directly with the developer across any of these channels:

Telegram

@wireless2887

Signal Messenger

untapped.39

Non-Affiliation Disclaimer

AxeProgress is an independent, community-developed open-source software project. AxeProgress is not affiliated with, maintained by, authorized by, endorsed by, or sponsored by AxeScores Inc. or the International Axe Throwing Federation (IATF). All trademarks, service marks, trade names, and organization names mentioned on this site are the property of their respective owners.