eyeballer vs Tolmo: Side-by-Side Comparison (2026)

eyeballer: A tool for analyzing pentest screenshots using a convolutional neural network..

Tolmo: Autonomous AI agent platform for pentesting, discovery, and remediation. built by Tolmo. Core capabilities include Autonomous pentesting agent that identifies exploits in code, CI/CD, cloud, and production, Internal discovery agent that builds a live knowledge graph of code, cloud, identity, and data, Remediation agent that closes findings with full context and a verified fix path..

Both serve the Penetration Testing market but differ in approach, feature depth, and target audience.

eyeballer is open-source with 1,240 GitHub stars. Tolmo is developed by Tolmo founded in 2026-01-01T00:00:00.000Z. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

eyeballer and Tolmo serve similar Penetration Testing use cases: both are Penetration Testing tools. Key differences: eyeballer is Free while Tolmo is Commercial, eyeballer is open-source. Review the feature comparison above to determine which fits your requirements.