🗳️ Model Performance

Voting triage analytics — 998 detections analyzed by 11 models

📊 Vote Outcomes

Total Voted 998
✅ Unanimous 353
🔵 Majority 551
⚠️ Split 90
Agreement Rate 35%

🤖 Active Models

qwen3.5:4b 813 votes
deepseek-r1:8b 377 votes
deepseek-r1:16b 333 votes
qwen3:4b 275 votes
qwen3.5:35b 274 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 631

🧑‍💻 Analyst Verdict Classifications

267
True Positive
1080
False Positive
16
Suspicious
25
Benign
AI Accuracy (TP+TN / Total) 80%
Total Classified 1388

📈 Vote Agreement Distribution

🎯 Per-Model Verdict Comparison

🕸️ Model Confidence Comparison

📊 Model Verdict Rates (%)

🎯 Model Accuracy vs Analyst Verdicts ● LIVE

Overall AI Accuracy: 80% (1388 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
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
qwen3.5:35b 274
274 (100%)
0 (0%)
0 (0%)
0 (0%)
0% 50
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 deepseek-r1: deepseek-r1: qwen3:4b qwen3.5:35b gemma3:4b gemini-cli dgx-35b qwen3.5:122b dgx-122b deepseek-r1: Result
general.fusionsoc-t1547-boot-logon-autos #5093 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5092 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5091 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5090 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5079 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5078 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5077 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5076 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5065 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5064 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5063 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5062 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5051 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5050 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5049 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5048 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5037 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5036 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5035 true_p majority
general.fusionsoc-t1547-boot-logon-autos #5034 true_p majority