WERR Zero-Memory Master Benchmarks Audit Report

Executive Architecture Summary: Werr maps complex contextual states to discrete typed decisions (noul, choice, score) in sub-5ms on commodity CPU using deterministic Mandelbrot escape dynamics. Zero weight files, zero GPU memory allocations, zero external cloud token bills.

1. JevBench Dual-Standard Verification (231 Public Items)

Benchmark Axis	v1.2 (Active at Submission)	v1.3.0 (Chance-Corrected)	Reference LLM Cloud Baselines
Easy Tier (48 items)	87.50% (42 / 48) \| ECE: 0.1270	87.50% (42 / 48) \| ECE: 0.1270	75.0% – 85.4%
Original Tier (72 items)	90.28% (65 / 72) \| ECE: 0.0816	90.28% (65 / 72) \| ECE: 0.0816	80.5% – 88.9%
Hard Public (111 items)	48.65% (54 / 111) \| ECE: 0.2966	48.65% (54 / 111) \| ECE: 0.2966	45.0% – 62.0%
Intelligence Score	72.39%	58.59% (Chance-Adjusted)	65.0% – 75.0%
Weighted ECE / Calibration	ECE: 0.1800 \| Score: 64.00	ECE: 0.1800 \| Score: 64.00	Score: 50.0 – 62.0
Speed Score (Latency)	100.0 (P50: 3.02 ms CPU)	100.0 (P50: 3.02 ms CPU)	55.0 – 75.0 (650–1500 ms)
Cost Score	100.0 ($0.00 / 1k calls)	100.0 ($0.00 / 1k calls)	65.0 – 80.0 ($0.04 - $1.00/1k)
Composite JevScore	82.50 (All-Time Peak)	78.25	72.0 – 78.5

Benchmark Axis

v1.2 (Active at Submission)

v1.3.0 (Chance-Corrected)

Reference LLM Cloud Baselines

Easy Tier (48 items)

87.50% (42 / 48) | ECE: 0.1270

75.0% – 85.4%

Original Tier (72 items)

90.28% (65 / 72) | ECE: 0.0816

80.5% – 88.9%

Hard Public (111 items)

48.65% (54 / 111) | ECE: 0.2966

45.0% – 62.0%

Intelligence Score

72.39%

58.59% (Chance-Adjusted)

65.0% – 75.0%

Weighted ECE / Calibration

ECE: 0.1800 | Score: 64.00

Score: 50.0 – 62.0

Speed Score (Latency)

100.0 (P50: 3.02 ms CPU)

55.0 – 75.0 (650–1500 ms)

Cost Score

100.0 ($0.00 / 1k calls)

65.0 – 80.0 ($0.04 - $1.00/1k)

Composite JevScore

82.50 (All-Time Peak)

78.25

72.0 – 78.5

2. Cross-Domain Gauntlet Benchmarks

Benchmark Suite	WERR Performance	Baseline Competitor	Speedup / Margin
WindTunnel WebMCP (49 tasks)	49 / 49 (100.00% Success) \| 1.81 ms	Production Web Agents	100% Deterministic Air-Gapped
Snake AI Autonomous Reflex	411.9 moves/s \| 1.32 ms	Laya-MLX 421M (74.5 moves/s)	5.4x Faster (0 VRAM vs 943 MiB)
Jevenator 2 Video Tracking	20.04 ms/frame \| 1746.4 dec/s	Maisa djev Gemma (761.8 ms)	38.0x Speedup (0 FP Control)
Tau-Bench Agentic Tools	10 / 10 Passed (100% Tool Adherence)	Commercial Agent Workflows	0 Drift / 0 Hallucinations

Benchmark Suite

WERR Performance

Baseline Competitor

Speedup / Margin

WindTunnel WebMCP (49 tasks)

49 / 49 (100.00% Success) | 1.81 ms

Production Web Agents

100% Deterministic Air-Gapped

Snake AI Autonomous Reflex

411.9 moves/s | 1.32 ms

Laya-MLX 421M (74.5 moves/s)

5.4x Faster (0 VRAM vs 943 MiB)

Jevenator 2 Video Tracking

20.04 ms/frame | 1746.4 dec/s

Maisa djev Gemma (761.8 ms)

38.0x Speedup (0 FP Control)

Tau-Bench Agentic Tools

10 / 10 Passed (100% Tool Adherence)

Commercial Agent Workflows

0 Drift / 0 Hallucinations

3. Cryptographic Audit Hashes (SHA-256)

JevBench Final: 81a33e723dea04ddd40d38b056ff376cd54d2206c0920bb064af03de0bae7c5f
WindTunnel WebMCP: 06b134dea501216c8888aa5a3cd13e1b68b15beb31987e2c8df6872c4caeffc4
Jevenator 2 Vision: 30111404aac815366afc93b1091f8f07c318f78ded7e56dd61fa18482f02986b
Snake Reflex: 333814952ad1f8f1b2c25c7749b658dd729503e48dfbea2e9142c9a4f6af5963

OFFICIAL CRYPTOGRAPHIC SEAL & AUDIT TRAIL

Timestamp: 2026-09-22T19:39:19Z | Machine: WORM-PC (Intel64 Family 6 Model 78 Stepping 3, GenuineIntel)
Framework: Business Source License 1.1 (BSL 1.1) • ITouch Systems | GitHub: https://github.com/pCwOrM/werr

      VERIFIED AUTHENTIC
    