THE MODEL MATRIX

Four models.
One competitive arena.

Not a chatbot — a system. Each model is trained on esports’ native event language: time, position, vision, resources, intent, outcome.

ARENA VISION

Sees the match.

The esports video model — reads situations, tactics, mistakes and teamwork from match footage.

  • Situation, tactic, mistake and teamwork recognition from broadcast and scrim footage
  • Auto-generated review reports, training clips, player edits and tactical timelines
  • Live broadcast subtitles, translation and highlight packages
GPU profile: continuous high-concurrency video inference

For: broadcasters, content teams, coaching staff

ARENA WORLD

Reconstructs space.

The esports spatial world model — understands maps, routes, cover, vision and distances.

  • Counterfactual simulation: “what if we had rotated 3 seconds earlier”
  • Generates training scenarios for teams
  • For game studios: NPCs, maps, levels and AI teammates
GPU profile: training-intensive + simulation inference

For: pro teams, game developers

ARENA TACTICS

Answers what’s next.

The esports algorithm model — win probability, opponent modeling, draft analysis.

  • Live win-probability inference from real game events and telemetry
  • Opponent modeling: tendencies, habits, draft patterns
  • Draft analysis, resource allocation and tactical recommendations
  • Trained on real matches — events, telemetry and results as feedback
GPU profile: batch simulation (counterfactual backtesting)

For: coaching staff, data teams, broadcast analytics

ARENA COACH

Coaches every player.

The personal model — a dedicated AI for every player.

  • Habit detection, decision analysis, reaction and positioning review
  • Personal training plans, AI sparring partners and cinematic replay content
  • Voice, text, video and 3D replay interaction
GPU profile: low-latency realtime inference, multi-tenant

For: players, academies, creators

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Our commitment. Real-time services strictly comply with game publishers’ and tournament rules. We do not build cheats, aimbots or competitive exploits — this is the foundation of every official partnership we sign.