For over a decade, competitive Dota 2 analysis has been dominated by three surface-level metrics: Kill/Death/Assist (KDA), Win Rate, and Gold Per Minute (GPM). While these numbers look impressive on a scoreboard, any seasoned captain or coach knows they tell an incomplete—and often misleading—story.

In competitive Dota, a Pos 5 Hard Support like WindTouch (Immortal #595) might finish a grueling 50-minute victory with a 2/9/15 scoreline and 310 GPM. A standard scoreboard flags this as an underwhelming game. But raw scoreboard numbers fail to capture: - Vision Dominance: Placing 28 sentries and securing 14 dewards in contested jungle choke points to enable your carry to farm without fear of smoke ganks. - Lockdown Execution: Landing 86+ seconds of hard crowd control and disable chains during critical highground initiations. - Clutch Saves & Damage Tanked: Absorbing high-priority enemy burst spells and sacrificing positioning to preserve the team's primary win condition.

The DotaBD 10-Axis Performance Intelligence Engine solves this fundamental blind spot. By parsing deep game event logs, spell timings, structural damage, vision footprints, and item conversion milestones, we generate an unforgeable, 10-dimensional performance signature for every competitive player on the platform.

Every parsed match feeds into ten distinct algorithmic models that evaluate specific phases and responsibilities across the match lifecycle:

1. ⚔️ Fight (Teamfight Impact & DPM): Measures sustained damage delivery and combat presence in 5v5 skirmishes. A high Fight rating means you convert cooldowns into high Damage Per Minute (DPM) rather than hitting creeps while your team is clashing. 2. 🛡️ Push (Objective Siege & Demolition): Quantifies structural siege pacing, tower damage, and lane equilibrium pressure. Essential for offlaners and tempo cores who turn won fights into taken objectives. 3. 🪙 Farm (Resource Extraction & Efficiency): Evaluates GPM milestones, lane vs. jungle creep efficiency, and neutral camp stack participation. 4. ⚡ Stun (Crowd Control & Disable Chains): Measures total hard disable duration, initiation timing, and chain-stun overlap efficiency. 5. 🎯 Kill (Lethal Threat & Burst Execution): Analyzes solo pickoff capability, burst execution, and rapid elimination of high-priority enemy win conditions. 6. ⏳ Tempo (Pace Dictation & Rotation Speed): Measures early-to-mid game active participation, smoke gank timings, and space creation. 7. 📈 Scale (Late-Game 6-Slot Ceiling): Assesses 40+ minute highground reliability, Tier 5 neutral item synergy, and buyback discipline. 8. 👑 Rosh (Pit Dominance & Objective Security): Tracks Roshan pit contest presence, Aegis/Cheese security, and Tormentor control. 9. 💚 Sustain (Core Preservation & Saves): Evaluates total healing output, clutch defensive item usage, and effective damage mitigation. 10. 👁️ Vision (Map Control & Dewarding): Scores observer vision uptime, high-ground ward coverage, and dewarding efficiency in enemy territory.

Each dimension in the 10-Axis Engine is shaped by underlying hero kit capabilities and item progression milestones:

🦸 Hero Group Weightings

🎒 Item Archetype Contributing Factors

Dynamic Playstyle Classification Raw numbers are contextualized by our classification algorithm into distinct **Combat Archetypes**. In the case of **WindTouch**, his statistical footprint is classified as a **Vision & Map Intelligence Scout** due to his towering **91 Vision** and **86 Stun** ratings.

The Living Platform Average One of the most powerful features of the 10-Axis Radar is the **dashed gold overlay**. This line represents the real-time average of all active competitive players across Bangladesh (currently **62.9**).

By benchmarking your personal polygon against the national baseline, you immediately see where you exceed the competition (e.g., WindTouch's +46.8 pts in Vision and +38.2 pts in Stuns above platform averages) and pinpoint exact areas for personal coaching and development.

Clicking the Explore button on any player's profile opens the full-screen Performance Masterclass Modal.

Built with a clean, open layout and zero visual layout shifts, this modal lets you inspect: - Telemetry Formulas: Exactly how each axis is calculated, including match length normalization and signal weightings. - Benchmark Meta Items: Core items intrinsically tied to each dimension (e.g. Blink Dagger, Black King Bar, Scythe of Vyse, Holy Locket, Sentry Wards). - Anchor Heroes & Signature Spells: Heroes who represent the gold standard for that dimension (e.g., Oracle and Earthshaker for Sustain & Stuns; Anti-Mage and Alchemist for Farming & Scaling). - Competitive Pro Advice: Strategic recommendations to help you optimize your gameplay and elevate your rating.

You can smoothly hover across all 10 dimensions to preview details instantaneously, while keeping your selected metric pinned.

The 10-Axis Performance Radar is more than just personal bragging rights—it is a critical tool for competitive squad building:

Explore your personal performance footprint, inspect your squad's chemistry, and see how you stack up against the best players in Bangladesh.