Pebblo (Safe Agent/Safe Infer) vs Portal26: Side-by-Side Comparison (2026)

Pebblo (Safe Agent/Safe Infer): AI agent governance platform securing MCP traffic, prompts, and data access. built by Daxa.ai. Core capabilities include Safe Infer: inline inspection of IDE-to-model traffic, blocking and redacting sensitive content in prompts and completions, Safe MCP: MCP Gateway with vetting, sandboxing, runtime permissions, and supply-chain containment for MCP servers, Prompt and command injection detection and stripping before reaching agents or tools..

Portal26: Enterprise platform for GenAI governance, security, risk mgmt & compliance. built by Portal26. Core capabilities include Shadow AI Discovery - identifies unauthorized GenAI tools in use across the organization, GenAI Risk Management - assesses and manages risks from GenAI usage, GenAI Prompt Protection - protects against prompt-based threats and data leakage..

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

Pebblo (Safe Agent/Safe Infer) differentiates with Safe Infer: inline inspection of IDE-to-model traffic, blocking and redacting sensitive content in prompts and completions, Safe MCP: MCP Gateway with vetting, sandboxing, runtime permissions, and supply-chain containment for MCP servers, Prompt and command injection detection and stripping before reaching agents or tools. Portal26 differentiates with Shadow AI Discovery - identifies unauthorized GenAI tools in use across the organization, GenAI Risk Management - assesses and manages risks from GenAI usage, GenAI Prompt Protection - protects against prompt-based threats and data leakage.

Pebblo (Safe Agent/Safe Infer) is developed by Daxa.ai. Portal26 is developed by Portal26. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Pebblo (Safe Agent/Safe Infer) integrates with Jira, Asana. Portal26 integrates with AWS OpenSearch, Elasticsearch. Check integration compatibility with your existing security stack before deciding.

Pebblo (Safe Agent/Safe Infer) and Portal26 serve similar MLSecOps use cases: both are MLSecOps tools, both cover Generative AI. Review the feature comparison above to determine which fits your requirements.