Kathon Browser Desktop Application Performance Benchmarks: Vault Operations, AI Inference, and Cryptographic Ledgers

Tags: browser, benchmarking, research, opensource

Summary

This dataset presents performance benchmarks for the Kathon sovereign AI-native desktop browser application. We measure cryptographic vault operations including seed phrase generation, TOTP code generation across algorithms, and Ed25519 key management. Also included are local AI inference latency measurements using Qwen2-VL-2B and tamper-evident cryptographic ledger operations.

Key Results

• TOTP generation: 66,667 ops/sec (SHA1) to 45,455 ops/sec (SHA512)
• Seed phrase generation: 10,638 phrases/sec (12 words) to 5,814/sec (24 words)
• Ed25519 key generation: 1,160 ops/sec
• Local AI inference: 4.1 tokens/sec at 128-token prompt (Qwen2-VL-2B-Q4)
• Ledger append: verified chain at 276,000 entries/sec

Data Files

• stat_vault_operations.csv: Vault and identity management benchmarks
• stat_ai_inference.csv: AI inference timing at varying context lengths
• stat_ledger_operations.csv: Cryptographic ledger append and verify

Dataset: https://doi.org/10.7910/DVN/3VDF75