🗳️ Model Performance

Voting triage analytics — 504 detections analyzed by 7 models

📊 Vote Outcomes

Total Voted 504
✅ Unanimous 271
🔵 Majority 148
⚠️ Split 81
Agreement Rate 54%

🤖 Active Models

qwen3.5:4b 485 votes
deepseek-r1:8b 381 votes
qwen3:4b 280 votes
gemini-cli 139 votes
dgx-122b 5 votes
gemma3:4b 2 votes
deepseek-r1:14b 1 votes
Voting Mode Enabled

🎯 Auto-Actions Triggered

🟢 Auto-Close FP 241
🔴 Escalate to IR 23
🟢 Auto-Close Benign 3
⚠️ Manual Review 134

🧑‍💻 Analyst Verdict Classifications

49
True Positive
498
False Positive
16
Suspicious
30
Benign
AI Accuracy (TP+TN / Total) 88%
Total Classified 593

📈 Vote Agreement Distribution

🎯 Per-Model Verdict Comparison

🕸️ Model Confidence Comparison

📊 Model Verdict Rates (%)

🎯 Model Accuracy vs Analyst Verdicts ● LIVE

Overall AI Accuracy: 88% (593 analyst-reviewed detections)

📋 Per-Model Breakdown

Model Votes True Positive False Positive Suspicious Benign Avg Confidence Avg Risk Score
qwen3.5:4b 485
63 (13%)
411 (85%)
8 (2%)
3 (1%)
94% 27
deepseek-r1:8b 381
26 (7%)
236 (62%)
85 (22%)
34 (9%)
84% 35
qwen3:4b 280
9 (3%)
181 (65%)
17 (6%)
73 (26%)
94% 15
gemini-cli 139
53 (38%)
82 (59%)
0 (0%)
4 (3%)
91% 50
dgx-122b 5
0 (0%)
5 (100%)
0 (0%)
0 (0%)
95% 50
gemma3:4b 2
0 (0%)
2 (100%)
0 (0%)
0 (0%)
96% 50
deepseek-r1:14b 1
0 (0%)
1 (100%)
0 (0%)
0 (0%)
90% 50

🕐 Recent Votes (Last 20)

Detection Case qwen3.5:4b deepseek-r1: qwen3:4b gemini-cli dgx-122b gemma3:4b deepseek-r1: Result
service.NIX-Host_Based_Firewall_Disabled #592 false_ majority
service.NIX-Host_Based_Firewall_Disabled #593 false_ false_ false_ unanimous
service.NIX-Host_Based_Firewall_Disabled #587 false_ majority
general.NEW FILE WRITE BYTES SAMPLE GRAB #582 false_ false_ unanimous
general.NEW FILE WRITE BYTES SAMPLE GRAB #581 false_ majority
general.NEW FILE WRITE BYTES SAMPLE GRAB #575 true_p false_ false_ majority
general.NEW FILE WRITE BYTES SAMPLE GRAB #574 false_ false_ false_ unanimous
general.NEW FILE WRITE BYTES SAMPLE GRAB #573 false_ false_ false_ unanimous
general.NEW FILE WRITE BYTES SAMPLE GRAB #566 true_p false_ false_ majority
general.NEW FILE WRITE BYTES SAMPLE GRAB #565 false_ false_ false_ unanimous
general.NEW FILE WRITE BYTES SAMPLE GRAB #564 false_ false_ false_ unanimous
general.NEW FILE WRITE BYTES SAMPLE GRAB #572 true_p false_ false_ majority
general.NEW FILE WRITE BYTES SAMPLE GRAB #571 false_ false_ false_ unanimous
general.NEW FILE WRITE BYTES SAMPLE GRAB #570 false_ false_ false_ unanimous
general.NEW FILE WRITE BYTES SAMPLE GRAB #557 true_p false_ false_ majority
general.NEW FILE WRITE BYTES SAMPLE GRAB #558 true_p false_ false_ majority
general.NEW FILE WRITE BYTES SAMPLE GRAB #569 false_ false_ false_ unanimous
general.NEW FILE WRITE BYTES SAMPLE GRAB #560 true_p false_ false_ majority
general.NEW FILE WRITE BYTES SAMPLE GRAB #559 false_ false_ false_ unanimous
general.NEW FILE WRITE BYTES SAMPLE GRAB #568 false_ false_ false_ unanimous