--- title: "humanbound vs prismor" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/humanbound-humanbound-vs-prismorsec-prismor" tools: ["humanbound-humanbound", "prismorsec-prismor"] --- # humanbound vs prismor *GraphCanon updated Sep 20, 2026* ## Verdict Pick humanbound if humanbound is an adversarial testing engine and SDK in Python designed specifically for evaluating the robustness of AI agents against various security threats; pick prismor if prismor is a runtime firewall that safeguards AI frameworks against security breaches like prompt injection attacks and secret leaks. It supports Claude Code and Codex. [humanbound](https://docs.humanbound.ai/) reports 144 GitHub stars, 16 forks, and 12 open issues, last pushed Sep 9, 2026. [prismor](https://prismor.dev) has 343 stars, 35 forks, and 46 open issues, last pushed Sep 11, 2026. Figures are from public GitHub metadata via [humanbound's repository](https://github.com/humanbound/humanbound) and [prismor's repository](https://github.com/PrismorSec/prismor). | | [humanbound](/tools/humanbound-humanbound.md) | [prismor](/tools/prismorsec-prismor.md) | | --- | --- | --- | | Tagline | Adversarial Testing Engine and SDK for AI Agents | Runtime firewall for AI agents to prevent rogue tool calls and security breaches | | Stars | 144 | 343 | | Forks | 16 | 35 | | Open issues | 12 | 46 | | Language | Python | Python | | Adopt for | humanbound is an adversarial testing engine and SDK in Python designed specifically for evaluating the robustness of AI agents against various security threats. | Prismor is a runtime firewall that safeguards AI frameworks against security breaches like prompt injection attacks and secret leaks. It supports Claude Code and Codex. | | Persona | - | - | | Runtime | - | - | | License | Other | Apache-2.0, permissive open-source license allowing free use and distribution under certain conditions. | | Categories | AI Agents, Evaluation & Observability | AI Agents, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [humanbound](/tools/humanbound-humanbound.md) | [prismor](/tools/prismorsec-prismor.md) | | --- | --- | --- | | Days since push | 3d | 0d | | Open issues (now) | 12 | 46 | | Stars delta | +26 (30d) | +63 (30d) | | Open issues delta | +2 (30d) | +34 (30d) | | Full report | [trust report](/tools/humanbound-humanbound/trust.md) | [trust report](/tools/prismorsec-prismor/trust.md) | ## Shared compatibility - **Python**: [humanbound](/tools/humanbound-humanbound.md) - Python runtime; [prismor](/tools/prismorsec-prismor.md) - Python runtime ## Decision facts: humanbound - **Adopt for:** humanbound is an adversarial testing engine and SDK in Python designed specifically for evaluating the robustness of AI agents against various security threats. ## Decision facts: prismor - **Pricing:** freemium - Free with a commercial license for advanced features. - **Requirements:** Min 1 GB RAM - **Adopt for:** Prismor is a runtime firewall that safeguards AI frameworks against security breaches like prompt injection attacks and secret leaks. It supports Claude Code and Codex. - **License detail:** Apache-2.0, permissive open-source license allowing free use and distribution under certain conditions. ## Choose when ### Choose humanbound if… - License: humanbound is Other, prismor is Apache-2.0. - Tags unique to humanbound: adversarial-testing, agentic-ai, multimodal-ai, security-testing. - When you need to test your AI agent's resilience against prompt injection attacks, utilize humanbound’s specialized features tailored for this purpose ### Choose prismor if… - License: prismor is Apache-2.0, humanbound is Other. - Pricing: Free with a commercial license for advanced features.. - Requirements: Min 1 GB RAM. - Tags unique to prismor: agent-security, prompt-injection, security-tools. - When you need a dedicated firewall for AI tools to block unauthorized calls. ## When NOT to use humanbound - Avoid using humanbound if your project does not involve AI agents or is not concerned about adversarial robustness since the tool's functionality might be overly specific - Do not use humanbound in environments where an open-source solution is restricted, particularly considering its licensing and trademark policies ## When NOT to use prismor - Avoid if you do not use supported frameworks like Claude Code or Codex, as it might lack coverage. - Not suitable if you prioritize open-source contributions over runtime protection. ## Common questions ### What is the difference between humanbound and prismor? humanbound: Adversarial Testing Engine and SDK for AI Agents. prismor: Runtime firewall for AI agents to prevent rogue tool calls and security breaches. See the comparison table for live GitHub stats and shared categories. ### When should I choose humanbound over prismor? Choose humanbound over prismor when License: humanbound is Other, prismor is Apache-2.0; Tags unique to humanbound: adversarial-testing, agentic-ai, multimodal-ai, security-testing; When you need to test your AI agent's resilience against prompt injection attacks, utilize humanbound’s specialized features tailored for this purpose. ### When should I choose prismor over humanbound? Choose prismor over humanbound when License: prismor is Apache-2.0, humanbound is Other; Pricing: Free with a commercial license for advanced features.; Requirements: Min 1 GB RAM; Tags unique to prismor: agent-security, prompt-injection, security-tools; When you need a dedicated firewall for AI tools to block unauthorized calls. ### When should I avoid humanbound? Avoid using humanbound if your project does not involve AI agents or is not concerned about adversarial robustness since the tool's functionality might be overly specific Do not use humanbound in environments where an open-source solution is restricted, particularly considering its licensing and trademark policies ### When should I avoid prismor? Avoid if you do not use supported frameworks like Claude Code or Codex, as it might lack coverage. Not suitable if you prioritize open-source contributions over runtime protection. ### Is humanbound or prismor more popular on GitHub? prismor has more GitHub stars (343 vs 144). Stars measure visibility, not whether either tool fits your constraints. ### Are humanbound and prismor open source? Yes - both are open-source projects on GitHub (humanbound: Other, prismor: Apache-2.0). ### Where can I find alternatives to humanbound or prismor? GraphCanon lists graph-backed alternatives at [humanbound alternatives](/tools/humanbound-humanbound/alternatives) and [prismor alternatives](/tools/prismorsec-prismor/alternatives) ([humanbound markdown twin](/tools/humanbound-humanbound/alternatives.md), [prismor markdown twin](/tools/prismorsec-prismor/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/humanbound-humanbound-vs-prismorsec-prismor.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, humanbound or prismor? humanbound: Very active. prismor: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for humanbound and prismor? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [humanbound trust report](/tools/humanbound-humanbound/trust); [prismor trust report](/tools/prismorsec-prismor/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=humanbound-humanbound`](/api/graphcanon/graph?tool=humanbound-humanbound) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_