Exogram vs Strix

Exogram and Strix are both guardrails & safety tracked by AIDiveForge. Below is a side-by-side comparison of pricing, capabilities, platforms, and ownership — sourced from each tool's live website and verified before publishing.

Exogram

Exogram is an execution governance layer that intercepts AI agent actions — payments, database writes, customer emails, record updates — and applies a policy decision before anything hits your infrastructure. The vendor describes a four-way enforcement decision: allow, deny, escalate, or log. Policy rules are checked at runtime, not after the fact, which means a $25,000 invoice approval blocked against a $1,000 limit never reaches your payment system. The immutable audit trail is positioned for SOC 2, HIPAA, and financial compliance workflows. The tool is not itself an agent runner — it assumes you already have an agent; it governs what that agent is allowed to touch.

Strix

Strix runs multi-agent Think-Plan-Act loops that scan infrastructure, attempt exploitation, and return findings backed by working PoCs — so your team reviews confirmed vulnerabilities rather than triaging noise. The vendor page describes CI/CD integration and PR-level fix suggestions, which means security gates can live inside the same pipeline where code ships. Self-hosted and air-gapped deployment options are confirmed, making it viable for teams with data residency requirements. The agentic model works well when scope is defined and targets are enumerable — cloud misconfigs, known CVE classes, API surface. Where it strains is against novel logic flaws and business-layer vulnerabilities that require context no automated agent carries.

Attribute	Exogram	Strix
Pricing	Paid	Paid
Free trial	No	No
Open source	No	Yes
Has API	Yes	No
Self-hosted option	No	Yes
Platforms	SaaS, Cloud	CLI (Docker, bash install), self-hosted, web platform
Released	2025-05	—
Pros	Runtime policy enforcement at the tool-call boundary, so unauthorized payments and database mutations are blocked before they execute rather than flagged after the damage is done. Four-way enforcement decisions — allow, deny, escalate, log — which means regulated workflows get a human review step without building a custom approval queue on top of your agent stack. Immutable audit logs positioned for SOC 2 and HIPAA compliance, so teams in regulated industries have a defensible record of every action an agent attempted and what decision was returned. Pre-built integrations with LangChain, CrewAI, AutoGen, Vercel AI SDK, and LlamaIndex, so teams already running these frameworks add a governance layer without rewriting their agent code. An open protocol spec (EAAP) published as RFC-0001, so teams who need to audit, extend, or independently verify the governance model are not working against a black-box contract.	Autonomous agents return findings with working proof-of-concept exploits attached, so your team skips the manual reproduction step that typically consumes days between scan and fix. Multi-agent Think-Plan-Act architecture executes attack sequences without human steering at each step, which means a single security engineer can run coverage across an infrastructure that would otherwise require a full red team. CI/CD pipeline integration with PR-level fix suggestions keeps security findings inside the developer workflow, so vulnerabilities surface at the same moment code changes ship rather than weeks later in a quarterly report. Self-hosted and air-gapped deployment is confirmed by the vendor, which means teams with data residency requirements or classified environments can run the full agent stack without sending target data to an external service. Open-source codebase allows security teams to audit exactly what the agents execute, which means you are not trusting a black-box scanner on infrastructure you cannot afford to have probed incorrectly.
Cons	Exogram governs actions but does not orchestrate agents — teams that need branching logic, memory, or coordination between multiple agents still maintain a separate orchestration layer, which means adding Exogram adds a second system to debug when an escalation fires unexpectedly. No self-hosted deployment option is described on the vendor page, which means teams whose compliance requirements mandate on-premises data residency — common in financial services and healthcare — cannot use Exogram without routing agent traffic through external infrastructure; those teams move to building policy enforcement into their own API gateway instead. The tool launched in approximately May 2025, so production case studies at scale are not yet publicly available; teams evaluating for high-volume payment workflows are working from architecture documentation and demos rather than documented incident records from comparable deployments.	Agents operating within Think-Plan-Act loops depend on the target being within the enumerable attack surface the model understands — business logic vulnerabilities and multi-step application flows that require domain context produce no findings, and teams with that testing requirement add a manual penetration tester alongside the tool rather than replacing the workflow. Automated exploitation against production targets carries risk that misconfigured scope definitions translate directly into unintended impact; teams running Strix against live environments report needing explicit scope guardrails and staging-first policies before touching production, adding operational overhead the tool does not eliminate. When the primary gap is compliance-driven manual testing with a signed attestation from a human pentester, Strix's autonomous output does not satisfy the requirement regardless of finding quality — teams in those regulatory contexts switch to a managed DAST or manual pentest vendor for the compliance artifact and run Strix separately for continuous coverage.

Bottom line

Strix is open source; only Exogram exposes a public API. Choose based on which difference matters most for your workflow.

Frequently asked questions

What is the difference between Exogram and Strix?

Exogram is Paid, while Strix is Paid and open source. Compare pricing, free trial, API, platforms, and pros/cons in the table above on AIDiveForge.

Is Exogram better than Strix?

It depends on your workflow. Use the side-by-side attributes (pricing, open source, API, self-hosted, platforms) to decide. AIDiveForge does not rank a universal winner — we publish verified facts so you can choose.

Exogram vs Strix: which should I pick?

Pick Exogram if its pricing model, openness, or platform fit matches your constraints; pick Strix otherwise. Check free-trial availability on each listing if you want to test before committing.

Comparison data is sourced and verified by the AIDiveForge data pipeline. AIDiveForge is editorially independent.