Security research models, measured.

Curated detection-engineering, malware-analysis and threat-intel models.

All models
Capability
5 of 25
Offensive & exploitation5

BugTraceAI Apex-G4 26B

Offensive security research

Exploitation · PoC · classification · f16

Offensive-security research model designed for exploitation, proof-of-concept development, and vulnerability classification.

8K ctx
$0.15 in · $0.60 out
per Mtok · Available

DeepHat-V1-7B

Offensive security

pentest · RE · low-refusal · Q4_K_M

The DeepHat/Kindo (WhiteRabbitNeo vendor) low-refusal cyber model over Qwen2.5-Coder-7B — offensive + defensive, 131K context. Successor line to our WhiteRabbitNeo-33B.

32K ctx
$0.15 in · $0.60 out
per Mtok · Available

CyberStrike-OffSec-35B

Offensive security agent

pentest planning · tool-calling · agent routing · Q4_K_M

A LoRA-aligned offensive-security agent on Qwen3.6-35B-A3B (a Mixture-of-Experts base) that emits structured Qwen XML tool calls for a pentesting harness — it plans and routes, it does not execute.

8K ctx ?
not yet priced
Coming soon
Model catalog — measured, not marketed · AdversariaLLM