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Benchmarks
LLM Attack Effectiveness on Gemma3 12B-it
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0.13
TTFT (s)
Benign
-4.0448
24.1351
52.315
80.4949
Feb 8, 2026
TTFT (s)
TTFT P99 (s)
TPOT (ms)
TPOT P99 (ms)
Preempt Count
Attack Request Count
Attack Cost ($)
Updated 4d ago
Evaluation Results
Method
Method
Links
TTFT (s)
TTFT P99 (s)
TPOT (ms)
TPOT P99 (ms)
Preempt Count
Attack Request Count
Attack Cost ($)
Benign
mode=No Attack
2026.02
0.13
0.21
68
76.28
0
0
-
Engorgio
2026.02
0.13
0.2
68.26
77.22
0
2,221
0.83
LoopLLM
2026.02
3.46
36.83
126.04
193.95
3,414
899
0.71
ExtendAttack
2026.02
10.55
52.71
163.5
680
3,179
684
0.68
F&S
input=plain-text
2026.02
97.83
167.73
244.29
3,544.8
1,367
302
0.67
F&S
input=ExtendAttack
2026.02
104.5
178.36
158.57
1,453.84
1,380
555
0.46
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