GigaChat vs Opus in agentic firewall auditing: a comparison attempt

▤ Summary

This article compares GigaChat Max and Claude Opus in an agentic firewall-auditing workflow for Ideco NGFW. It tests how well each model handles firewall rule analysis, CSV interpretation, NGFW API usage, and tool calling. The comparison shows differences in accuracy, cost, and the ability to produce correct audit outcomes such as rule cleanup and default-deny recommendations. The piece also highlights that the workflow depends on integrating LLMs with firewall APIs and structured security data. Overall, it frames AI-assisted security auditing as a practical use case for network security operations.

▦ Linked Companies

Ideco

$1M to $5M