🗳️ Model Performance

Voting triage analytics — 1122 detections analyzed by 11 models

📊 Vote Outcomes

Total Voted 1122
✅ Unanimous 353
🔵 Majority 675
⚠️ Split 90
Agreement Rate 31%

🤖 Active Models

qwen3.5:4b 813 votes
qwen3.5:35b 398 votes
deepseek-r1:8b 377 votes
deepseek-r1:16b 333 votes
qwen3:4b 275 votes
gemma3:4b 139 votes
gemini-cli 139 votes
dgx-35b 119 votes
qwen3.5:122b 105 votes
dgx-122b 6 votes
deepseek-r1:14b 2 votes
Voting Mode Enabled

🎯 Auto-Actions Triggered

🟢 Auto-Close FP 241
🔴 Escalate to IR 23
🟢 Auto-Close Benign 2
⚠️ Manual Review 755

🧑‍💻 Analyst Verdict Classifications

267
True Positive
1443
False Positive
16
Suspicious
25
Benign
AI Accuracy (TP+TN / Total) 72%
Total Classified 1751

📈 Vote Agreement Distribution

🎯 Per-Model Verdict Comparison

🕸️ Model Confidence Comparison

📊 Model Verdict Rates (%)

🎯 Model Accuracy vs Analyst Verdicts ● LIVE

Overall AI Accuracy: 72% (1751 analyst-reviewed detections)

📋 Per-Model Breakdown

Model Votes True Positive False Positive Suspicious Benign Avg Confidence Avg Risk Score
qwen3.5:4b 813
77 (9%)
726 (89%)
8 (1%)
2 (0%)
93% 37
qwen3.5:35b 398
398 (100%)
0 (0%)
0 (0%)
0 (0%)
0% 50
deepseek-r1:8b 377
26 (7%)
236 (63%)
84 (22%)
31 (8%)
84% 35
deepseek-r1:16b 333
31 (9%)
302 (91%)
0 (0%)
0 (0%)
78% 50
qwen3:4b 275
9 (3%)
181 (66%)
17 (6%)
68 (25%)
94% 15
gemma3:4b 139
9 (6%)
130 (94%)
0 (0%)
0 (0%)
95% 50
gemini-cli 139
53 (38%)
82 (59%)
0 (0%)
4 (3%)
91% 50
dgx-35b 119
13 (11%)
106 (89%)
0 (0%)
0 (0%)
74% 50
qwen3.5:122b 105
105 (100%)
0 (0%)
0 (0%)
0 (0%)
0% 50
dgx-122b 6
0 (0%)
6 (100%)
0 (0%)
0 (0%)
95% 50
deepseek-r1:14b 2
0 (0%)
2 (100%)
0 (0%)
0 (0%)
92% 50

🕐 Recent Votes (Last 20)

Detection Case qwen3.5:4b qwen3.5:35b deepseek-r1: deepseek-r1: qwen3:4b gemma3:4b gemini-cli dgx-35b qwen3.5:122b dgx-122b deepseek-r1: Result
service.NIX-Touch_Timestomping #8236 true_p majority
service.NIX-Host_Based_Firewall_Disabled #6777 true_p majority
service.NIX-Host_Based_Firewall_Disabled #6776 true_p majority
service.NIX-Host_Based_Firewall_Disabled #6775 true_p majority
service.NIX-Host_Based_Firewall_Disabled #6774 true_p majority
service.NIX-Host_Based_Firewall_Disabled #6747 true_p majority
service.NIX-Host_Based_Firewall_Disabled #6574 true_p majority
service.NIX-Host_Based_Firewall_Disabled #6573 true_p majority
service.NIX-Host_Based_Firewall_Disabled #6572 true_p majority
service.NIX-Host_Based_Firewall_Disabled #6571 true_p majority
service.NIX-Host_Based_Firewall_Disabled #6568 true_p majority
service.NIX-Host_Based_Firewall_Disabled #6567 true_p majority
service.NIX-Host_Based_Firewall_Disabled #6566 true_p majority
service.NIX-Host_Based_Firewall_Disabled #6565 true_p majority
service.windows_process_creation/proc_cr #5521 true_p majority
service.windows_process_creation/proc_cr #5520 true_p majority
service.windows_process_creation/proc_cr #5519 true_p majority
service.windows_process_creation/proc_cr #5518 true_p majority
service.windows_process_creation/proc_cr #5517 true_p majority
service.windows_process_creation/proc_cr #5516 true_p majority