NOT MEDICAL OR TRAINING ADVICE

Educational demo only. Use at your own risk. Not affiliated with any race organizer. Obstacles on a real course vary and are optional. Bypass anything that feels unsafe. Talk to a clinician before cold immersion, breath-hold practice, chemical irritants, or electric obstacles if you have heart disease, uncontrolled blood pressure, seizure history, serious asthma, prior heat illness, pregnancy, or implanted metal.

Side quest · AI research demo

How we estimated the lineup

Most mud races publish the numbered map late. The obstacle types are still trainable.

Five parallel research agents pulled obstacle catalogs, course-design patterns, training science, and a synthesis brief. This page is the prediction layer: honest about confidence, dated Aug 11, 2026.

Common mud-race building blocks

Untimed 5K / 15K mud races tend to mix teamwork, mud, cold water, grip, height, and a loud finish. Names change. The body systems do not.

  • Quarterpipe: greased run-up, teamwork spectacle
  • Ice plunge: cold-shock dunk
  • Shock gauntlet: finish-line theater
  • Monkey bars: wet grip
  • High walls, human pyramid, cargo A-frame, floating blocks: teamwork and height

Why catalogs change

Organizers keep a library of builds, then compose each venue from staples, rotating pieces, and what the land can hold. Obstacles vary by course.

Staples

Quarterpipe, ice plunge, shock gauntlet, cargo A-frame, human pyramid, high walls, monkey bars, floating blocks, mud crawl, mud trenches, halfpipe. High recurrence unless logistics kill them.

Rotating

Irritant tunnel (permits), trapeze rings (height + water), pipe climb (hose logistics), underwater cage / live-wire crawl on longer loops, terrain fillers like hidden pits and cargo-net crawl.

Ops drivers

Safety load, novelty, water and power, local permits, farm vs flat terrain, 5K vs 15K split, multi-lap wear on endurance waves.

Farm venues sell hills, woods, and real mud. Flat venues run faster and need more constructed water.

What we plan for

Train the types. Names on race day will differ.

High: plan as if they will be there

  • High walls, ice plunge, pipe climb
  • Monkey bars, underwater cage, live-wire crawl on the longer loop
  • Shock gauntlet near the finish
  • Quarterpipe, human pyramid, cargo A-frame, mud trenches, mud crawl

Med: probable; train for them

  • Floating blocks, halfpipe, trapeze rings, irritant tunnel (permit risk)
  • Cargo-net crawl, hidden pits, log hold, inverted ladder
  • Terrain fillers that may appear under other names

Low: wildcards

  • Heavy carries
  • Ring or tunnel pieces that rotate in and out of catalogs
  • A second wall set or dual mud sections

Scoring idea for race week

Points for High hits. Bonus for calling a Med correctly. Lock the list now; compare when the official map drops.

How the walkthrough sequence was built

The course page order is a defensible hypothesis, not a leak.

  1. Venue terrain first. Rolling fields + woods + diggable mud. Early undulation and crawls/walls before expensive water/power builds.
  2. Design conventions. Early walls/mud → mid water/teamwork → grip/fear → late height → shock finish last.
  3. Featured pieces. High walls early-to-mid energy. Ice plunge and pipe climb in the wet cluster. Marketing photos are not maps.
  4. Longer-loop extras. Monkey bars, underwater cage, live-wire crawl often sit on the 15K, middle third, with live-wire sometimes nearer the finish.
  5. Emotional pacing. Muddy slog → teamwork → fear spike → recovery run → height → finish shock. Farm hills supply recovery runs that flat venues lack.

Zone pattern confidence: Medium. Exact slot numbers: Low.

Questions only race week can answer

  1. Full named obstacle list and numbered map
  2. Exact obstacle count (20 vs 22-28) and which Med items survive
  3. Irritant-tunnel local permit status
  4. Trapeze rings installed vs alternate height piece
  5. 5K / 15K split geometry (where extras sit)
  6. Multi-lap waves: which obstacles stay open all day / close early
  7. Duplication (second wall set, dual mud sections)
  8. Any 2026 debut not in the public 20-obstacle set
  9. Weather contingency for shock / live-wire (lightning) and mud trenches (flood)
  10. Spectator routing from race village to the photo obstacles