CyberCertBench - Cisco CCNx: leaderboard

Metric: Accuracy (%) on 200 Cisco networking certification questions (IT networking and security principles): 5-shot multiple-choice question answering at temperature 0, scored by exact accuracy (correct only when the model selects all correct options and no incorrect one), mean accuracy (%) as printed in the appendix; questions scraped from public certification question banks and checked against authoritative documentation; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 45 models tracked.

Top models

#ModelScore
1Gemini 2.5 Pro (Preview 05-06)91.5
2Claude Sonnet 4.589.5
3Kimi K286.5
4Claude 3.5 Sonnet86.5
5GPT-4o85.8
6GPT-585.5
7Mistral Medium 3.184.5
8GPT-4.184
9Claude Haiku 4.582
10DeepSeek V3 (0324)82
11GPT-5 Mini81
12Gemini 2.0 Flash80.8
13Llama 3.1 405B80.6
14Qwen 3 235B A22B80.5
15Mistral Small 3.179.5

Interactive version: theaggregate.ai/benchmark?slug=cybercertbench-cisco-ccnx · How It Works · Data refreshed daily, snapshot 2026-10-07.