ReplayLabs
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Product roadmap

Where ReplayLabs is now, and what is coming next.

A public view of the development path, grounded in shipped patch notes and the next product milestones for replay analytics, player data, team workflows, and integrations.

Current position
Latest shipped

2026-05-19: Free weekly grading unlock and site stats.

Live today

ReplayLabs now combines replay upload, processing, match analysis, the replay database, player profiles, comparison, leaderboards, replay groups, teams, billing, reports, parser compatibility fixes, and API access.

Active focus

ReplayLabs is building model-assisted 3v3 decision review to highlight coaching moments that rules alone can miss.

Next milestone

Boost-aware AI decision review: Boost context is being added so reviews can judge low-boost pressure and pad-route decisions more fairly.

Achievement road

The path from foundation to analytics platform.

Future status labels are directional, not release dates.
Shipped 4
Live 1
In focus 2
Next up 1
Planned 2
Shipped
2026-03-20

Focus areas and public groups

ReplayLabs moved beyond raw match pages with dashboard focus areas, friendlier grading labels, and public replay groups.

  • Dashboard focus areas identify common or high-impact mistakes
  • Public replay groups became accessible without an account
  • Upload progress and grading labels became easier to read
Patch notes - Mar 20, 2026
Shipped
2026-03-26

Payments, replay library, and sessions

Payments went live, replay cards were rebuilt, and the dashboard gained a Last session review block.

  • Payments launched
  • My Replays moved to a cleaner grid with gamemode filters
  • Dashboard Last session, grading visuals, focus-area recency, and real-date trends improved
Patch notes - Mar 26, 2026
Shipped
2026-04-15

2D replay viewer shipped

The 2D Replay Viewer launched so users can watch replay movement on the website without opening Rocket League, then received live timing and score improvements on 2026-05-06.

  • 2D replay playback added to match review
  • Events timeline integrated so users can jump directly to key moments
  • Live timestamp, live score, corrected event timing, aligned slider, and start-position fixes followed on 2026-05-06
Patch notes - Apr 15 and May 6, 2026
Shipped
2026-05-19

Free weekly grading unlock and site stats

Free users gained one weekly grading unlock, and the landing page gained a high-visibility public stats section.

  • Free plan can unlock full grading and premium replay data for one replay per week
  • Landing page site stats section added
  • Plans and legal copy updated around the free weekly unlock
Patch notes - May 19, 2026
Live
Live now

Live ReplayLabs product surface

ReplayLabs now combines replay upload, processing, match analysis, the replay database, player profiles, comparison, leaderboards, replay groups, teams, billing, reports, parser compatibility fixes, and API access.

  • Match review includes event timelines, 3D replay viewing, boost, positioning, demos, bumps, and reports
  • Player profiles, comparison, leaderboards, replay groups, teams, payments, and notifications are live
  • Developer API, Season 23 parser support, group series summaries, and recent parser hotfixes are part of the live product
Current product surface
In focus
AI build

3v3 AI decision-model integration

ReplayLabs is building model-assisted 3v3 decision review to highlight coaching moments that rules alone can miss.

  • First pass focuses on challenge timing, free touches, defensive shadowing, support positioning, and rotation decisions
  • AI output will be reviewed and rolled out carefully before it affects scoring
  • Early use will improve timeline markers, tendency cards, and match feedback where confidence is high
  • Initial pass targets clearer presentation for hesitation, rotate-out, and shadowing mistakes
In focus
AI build

AI explanations, tendencies, and benchmarks

Upcoming AI work will make feedback easier to understand and connect repeated patterns across matches.

  • Match feedback will explain why a moment was flagged in plain language
  • Tendency cards will group recurring choices with example moments
  • Benchmarks will compare decisions against stronger replay examples where available
  • Rollout controls keep experimental coaching feedback measurable and reversible
Next up
Next AI

Boost-aware AI decision review

Boost context is being added so reviews can judge low-boost pressure and pad-route decisions more fairly.

  • Recent boost use and recovery choices inform decision review
  • Nearby pad options are considered when explaining whether a player should stay in play or rotate out
  • Feedback focuses on low-boost overstays, low-boost overcommits, and leaving the play too early
Planned
Research

Boost-choice model validation

Research is validating when players should stay in play, collect small pads, or leave for big boost before it becomes user-facing feedback.

  • Reviewed replay examples compare stay-in-play, small-pad route, and big-boost route decisions
  • Manual review must show clear coaching value before this becomes a product feature
  • Best validated ideas will be folded into boost-aware decision feedback
Planned
Later AI

Sequence-based decision model

A later AI phase explores short windows of play for stronger decision understanding.

  • Review will consider recent player, ball, teammate, and opponent movement over several moments
  • 3v3 remains the first target mode before expanding further
  • Existing review signals stay as the benchmark for any expanded model
Follow the build

Shipped work appears in patch notes as it lands.

The roadmap shows direction. Patch notes show the concrete product changes that have made it into ReplayLabs.

View patch notesUpload replay