- 1Ask your coach or veteran for the event page link and 2 team numbers to research
- 2Go to vrc-data-analysis.com/team/[#] for each one
- 3Notice 3 things: their score, how many events, and whether it's going up or down
- 4Write one sentence per team. Watch them during quals. That's your whole job.
- 1Get the event ID from RobotEvents (it's in the event URL)
- 2Open vrc-data-analysis.com/event/[ID] — sort by TrueSkill — build a watchlist of 5–8 teams
- 3At the event: open VRC RoboScout, write match notes after every match you observe
- 4Cross-check your top 3 picks on Robot Stats before alliance selection
- 1Night before: event ID → VRC DA event page → top 8 flagged, unknowns marked, team assignments made
- 2Write pre-event brief (event ID, top teams, 3 pick candidates, your rating). Bring it.
- 3During quals: update brief from RoboScout notes. Flag data mismatches immediately.
- 4Alliance board: VRC DA final sort → RoboScout notes → pit conversation → pick with 3-source justification
📦 The Strategist Toolkit
Strong strategists use a small set of tools — each for a different job — and combine them before, during, and after every event. The goal is not to use all of them at once. The goal is to know which one to open first.
Analysis → VRC Data Analysis (event page) · Robot Stats (cross-check)
Mobile → VRC RoboScout (notes) · Vex Team (fast lookup)
→ Combine all three layers at alliance selection.
🚦 Start Here: Which Tool Should I Open First?
The answer depends on what you're trying to do. Use this block to find your starting point fast.
Get the RobotEvents event ID → open that event page in VRC Data Analysis → screenshot the team list sorted by TrueSkill. That's the foundation for everything else this guide teaches.
🔧 Best Tool for Each Job
| Tool | Best For | When | Level |
|---|---|---|---|
| RobotEvents | Event schedules, match results, team registration, official skills rankings | Always | All |
| VEX via | Live match streaming, watching remote events, reviewing match footage | During events | All |
| V5RC Hub | Rules reference, scoring questions, current-season game resources | Always | All |
| VRC Data Analysis | TrueSkill ratings, event pages, team trend analysis, pre-event research | Pre-event / Night before | Rookie + |
| Robot Stats | Match predictions, region comparisons, skills + TrueSkill in one view | Pre-event / During | Rookie + |
| VRC RoboScout | Mobile match notes, live TrueSkill lookup, scouting data export | At the event | Rookie + |
| Vex Team | Fast team and event history lookup, skills rankings | At the event | All |
📋 Official Tools — The Source of Truth
📋 RobotEvents ›
The official VEX event management system. Every tournament, skills ranking, match schedule, and team registration lives here. When in doubt about event info, this is the authoritative source.
- Finding your event ID (in the URL)
- Official match schedule and results
- Registered team list for your event
- World Skills and season rankings
- Team strength analysis — use VRC Data Analysis
- Match predictions or TrueSkill ratings
📺 VEX via ›
Official VEX live streaming platform. Watch tournaments in real time or review match footage. Useful for studying opponents at events you're not attending.
- Watching signature events and Worlds
- Studying robot designs before competing
- Understanding the current meta game
- Live in-person scouting at your event
- Team ratings or ranking data
📖 V5RC Hub ›
Community-built hub for current-season game resources — rules breakdowns, scoring calculators, and reference tools. Fast rule lookups during practice and at events.
- Quick rule and scoring reference
- AWP conditions check before a match
- Scoring edge cases during practice
- Official Game Manual (verify critical rules there)
- Team scouting or ratings data
📊 Analysis Tools — The Intelligence Layer
📊 VRC Data Analysis ›
The primary pre-event research tool. Rates every VRC team using TrueSkill — a Bayesian skill model that accounts for opponent quality, not just win/loss. Start all event prep here by opening the event page via event ID.
- Opening the event page (via event ID)
- Sorting all teams at your event by TrueSkill
- Reading team pages for ratings and trends
- Building pre-event briefs and pick lists
- Live match observation
- Robot Stats' match prediction feature
- Mobile scouting notes at the event
📈 Robot Stats ›
Combines TrueSkill ratings with match predictions, region strength analysis, and scouting tools. Use alongside VRC Data Analysis for a more complete pre-event picture.
- Match outcome predictions before each round
- Region strength comparisons
- TrueSkill + skills in one view
- VRC Data Analysis event pages (more granular)
- Live match observation
📱 Mobile Companion Tools — At the Event
📱 VRC RoboScout ›
The most feature-complete mobile scouting app for VRC. Live TrueSkill data, match notes per team, scouting data export, and Excellence Award eligibility calculator. Built for at-event use.
- Writing match notes on your phone during quals
- Live TrueSkill lookup between matches
- Exporting scouting data to share
- Excellence eligibility check
- Full event-page workflow (do on desktop)
- VRC Data Analysis for deep pre-event prep
🔍 Vex Team ›
Fast team and event lookup. Enter any team number and get match history, skills rankings, and event results quickly. Good at-event quick reference on any device.
- Fast team history lookup at the event
- Skills rankings check on phone
- TrueSkill ratings — use VRC Data Analysis
- Match notes — use VRC RoboScout
🔬 VRC Data Analysis vs Robot Stats — Which to Use?
- You're starting event prep — open the event page first
- You want the cleanest event-scoped team list
- You're reading a specific team's trend and σ in depth
- You're building your pre-event brief from scratch
- You want to track your own team's rating all season
- You want match win probability before each qual round
- You're comparing your region to others nationally
- You want skills + TrueSkill in the same view
- You want a generated event report to share
- You want a second perspective to cross-check VRC DA
📋 RobotEvents vs VEX via — What's the Difference?
- Registration, schedules, results — official record
- Use this to find your event ID before research
- Use this to verify team registration and match times
- The source every other tool pulls data from
- Live streaming and match video — visual reference
- Use this to watch events you're not attending
- Use this to review match footage for strategy debrief
- Good for studying the game meta before competitions
🗺 Shadow / Rookie / Veteran Tracks
Not every student needs every tool. Start simple, add complexity as experience grows.
RobotEvents — know where event info comes from
V5RC Hub — look up rules when unsure
VRC Data Analysis — 2 assigned teams only
Vex Team — fast team lookup at the event
Not yet: match predictions, pick lists, full briefing
RobotEvents — event ID → event page
VRC Data Analysis — event page + watchlist
Robot Stats — cross-check top teams
VRC RoboScout — match notes at the event
Vex Team — quick lookups
Not yet: full alliance decision trees, pre-event briefs
All 7 tools — know the role of each
Full event page → pre-event brief
VRC DA + Robot Stats — dual analysis
VRC RoboScout — scouting coordination
V5RC Hub — rules/scoring during practice
VEX via — remote event research
Extras: notebook connection, judge prep
📅 Pre-Event Workflow
The Week Before
(1) Confirm on RobotEvents — note the event ID from the URL, verify your registration, download the latest Game Manual. (2) Check V5RC Hub for any rule QA updates since your last event. (3) Watch 2–3 recent matches on VEX via — what's the dominant strategy right now?
The Night Before — 20-Minute Strategist Routine
🏁 Qualification Match Workflow
Quals are your scouting window. Use data to know what to expect. Use your eyes to verify what the data said.
Before Each Match
After Each Match
TrueSkill and match predictions reflect history. If a historically top team's robot clearly broke down in quals, that matters more than any pre-event number. Your eyes are the final filter.
Match lookup (RoboScout / Vex Team) → Real-time updates
Post-match notes (RoboScout) → Verified observations
Combined at alliance selection → Informed decision
🤝 Alliance Selection Workflow
By the time alliance selection opens, you should have three data sources in hand: your pre-event brief (from VRC DA + Robot Stats), your match notes (from VRC RoboScout), and what your team observed in the pits. The board opens quickly — be ready before it does.
Every alliance pick should be backed by: (1) TrueSkill data from the event page, (2) your own match observations from RoboScout notes, (3) at least one in-person pit conversation. One source alone is not enough.
📖 Rules + Scoring Support Workflow
Use V5RC Hub for quick scoring calculations and rule lookups while running drills. Cross-check anything critical against the official Game Manual.
V5RC Hub for fast AWP condition check. RobotEvents to confirm match schedule. Never rely on memory alone for scoring edge cases.
VEX via — watch how top teams are interpreting the scoring rules this season. The meta evolves; watching strong teams teaches you faster than reading alone.
The official Game Manual is the only valid source for rule disputes. Download it from vexrobotics.com before every event and keep it accessible.
Use V5RC Hub to understand and reference rules quickly. But for official rule disputes, inspections, and QA questions — always go to the official Game Manual and vexforum.com QA.
⚠️ Common Mistakes
- ✗Opening VRC Data Analysis before getting the event ID. Looking up random teams wastes time on people who aren't at your event. Event ID first, always.
- ✗Using RobotEvents for team strength analysis. It shows registration and results, not TrueSkill. It won't tell you who's strong — that's VRC Data Analysis's job.
- ✗Treating V5RC Hub as the official rules source. It's a community reference tool. Always verify critical rule interpretations against the official Game Manual.
- ✗Ignoring σ on VRC Data Analysis. A team with μ = 30 and σ = 5 from one event is less trustworthy than a team with μ = 26 and σ = 0.8 from eight events. Always check σ alongside the rating.
- ✗Not writing match notes at the event. Pre-event data without live verification is just a guess. VRC RoboScout exists so your observations update your picture in real time.
- ✗Using every tool at once. Switching between 7 tools simultaneously during quals creates noise, not clarity. Know which tool to open for which task before the event starts.
- ✗Letting one number make the pick. "Their TrueSkill is highest" is not a pick justification. Rating + σ + live observation + complementary strengths = a real pick justification.
- ✗Not using VEX via to study the meta. The game evolves every few weeks. Watching two or three recent matches on VEX via each week costs 20 minutes and teaches you more about the current meta than most practice sessions.
👨🏫 Coach & Mentor Teaching Notes
How to Introduce Each Level to the Toolkit
📋 Assign From the Event Page — Structured Scouting
Open the event page the night before. Divide the team list explicitly. Everyone scouts from the same starting point — no random lookups.
Shadows → teams ranked 15–20 (enough data, lower pressure)
Rookies → teams ranked 5–15 (core scouting pool)
Veterans → teams ranked 1–8 (alliance captains) + full list ownership
📋 Night-Before Assignment Template
Fill this out the night before. Print it or share it with your team before you leave for the event.
Turning Data into a Match Plan
What does their TrueSkill say? Rating · σ · trend
What did you see in their last match? [OBSERVATION]
What tool gave you that info? [VRC DA / RoboScout / both]
What does that mean for today's match? [PLAN]"
📝 Engineering Notebook & Interview Connection
Using a structured research toolkit is a documentable, judge-facing process. It shows organized decision-making, external evidence, and an iterative improvement loop — exactly what the RECF rubric rewards.
What to Document
- ✓Pre-event research process: Write which tools you used, in what order, and what you found. Include the RobotEvents event ID, the date, and the top 5–6 teams from the event page with their TrueSkill ratings. This is traceable, repeatable research.
- ✓Watchlist creation: Document how you narrowed the full event list to your scouting focus. How were teams assigned? What criteria did you use? This demonstrates systematic prioritization.
- ✓Data vs. observation comparison: After each event, write a brief entry comparing what TrueSkill predicted vs what you actually saw. Where did the tools help? Where did they miss? This is evidence of analytical thinking.
- ✓Alliance selection reasoning: Document who you picked, which tools informed it, and why. Three-part justification: TrueSkill evidence + live observation + complementary strength. Two data sources beats one.
- ✓Toolkit improvement: Did you add a new tool this season? Did you change how you use one? Document the change and why. Iterating your process is part of the design process.
Using a structured toolkit is an application of systems thinking — treating the problem (how do we prepare for competition?) as a system with defined inputs, tools, and outputs. Each tool has a specific function in the system; the skill is knowing which input to use for which decision. This mirrors how engineering teams use different instruments and databases for different phases of a project.