4.2 Trine Scoring Model™ – Contribution Quantification

The Trine Scoring Model™ is ACP’s proprietary evaluation framework that assesses contribution quality across three dimensions:

  • PerfCore: How intensively and effectively the node works (compute performance).

  • TrustWave: Accuracy of results and consistency in passing validations.

  • FlowRate: Operational reliability and uptime over extended periods.

Rather than rely on pure computation quantity, ACP assigns weighted contribution scores:

Daily Reward Formula Base Pool × (0.5 × PerfCore + 0.3 × TrustWave + 0.2 × FlowRate)

Metric

Description

Example Evaluation

PerfCore

GPU speed, execution count, time efficiency

High scores for top-tier compute rates

TrustWave

Output validity, verification pass rate

Assessed via oracle logs and accuracy checks

FlowRate

Uptime, daily continuity, crash rates

Extra points for uninterrupted 30-day service

The model promotes fairness and sustainability by rewarding consistent and reliable contributors over raw power.

ACP plans to evolve this system through:

  1. Anti-Domination Balancing – Prevents reward monopolization by ultra-high-end GPUs.

  2. Group-Based Benchmarking – Peers are evaluated within similar spec tiers (e.g., region, hardware).

  3. Tiered Reward Multiplier System – Contributors with high Trine scores may receive bonus coefficients in future updates.

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