bots-bench / Cyber Blue Team CTF / Claude 5.5 family

CyBT-CTF: Claude 5.5 family

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Compare systems: Louie.ai · Claude Code · Codex · opencode

The verdict

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CyBT-CTF asks 59 blinded investigation questions over live Splunk data.

Accepted runs

Matched Claude Code runs

Across versions

Compare within each family

White outlines mark 5.5; dotted outlines mark reported scores.

Claude Code · Fable

Values and conditions

Claude Code · Opus

Values and conditions

Claude Code · Sonnet

Values and conditions

Claude Code · Haiku

Values and conditions

CyBT-CTF leaderboard

Claude 5.5 and its strongest predecessors

Previous Opus and Sonnet; latest and best available reference models.

Cost and speed

What each solved answer costs

Refusals and abstentions

Why a run came back without an answer

A refusal declines the task. An abstention reports that the model cannot determine the answer after investigating.

Benchmark validity

What the models answer without tools