[KongchangAI]
ModelOrcaCyber Zero

OrcaCyber Zero 1.5

A cybersecurity-specialized large language model released by OrcaRouter, featuring a one-million-token extended context window. It focuses on offensive and defensive security scenarios, supporting vulnerability analysis and penetration testing log processing, and employs a restricted access mechanism.

Timeline (last 90 days)

Oct 11

OrcaRouter has released OrcaCyber Zero 1.5, a gated large language model targeting the cybersecurity domain.

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Oct 11

OrcaCyber Zero 1.5 achieved a score of 100% on the Cybench benchmark.

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Oct 11

OrcaCyber Zero 1.5 achieved a score of 95.8% on the evaluable subset of CVE-Bench.

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Oct 11

OrcaCyber Zero 1.5 has a context window of 1 million tokens.

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Oct 11

OrcaCyber Zero 1.5 is priced at $3.00 per million input tokens and $7.50 per million output tokens.

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Oct 11

The sample distribution represented by the 95.8% figure may deviate from the types of vulnerabilities encountered in real-world work, as entries that are difficult to evaluate automatically tend to be high-severity vulnerabilities with complex logic and longer exploit chains.

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Oct 11

If a single request fills close to one million tokens of input, the input cost alone approaches $3, making cost control for frequent processing of very long contexts a factor that must be weighed during deployment.

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Oct 11

Long context windows have practical value for cybersecurity analysis, as large volumes of logs, complete codebases, and vulnerability reports can be ingested in a single pass to trace attack chains and vulnerability correlations.

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Oct 11

The evaluation results for OrcaCyber Zero 1.5 come from a single source and lack corroboration from independent third-party reproduction.

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