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Hacktron vs Ruflo: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of Hacktron and Ruflo — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

Hacktron logo

Hacktron

Hacktron AI

Freemium

An AI security engineer that reviews every pull request, traces exploitable vulnerabilities and proves them with a working exploit before code ships.

Key features

  • Exploit-Proven PR Review: Reviews every pull and merge request on GitHub, GitLab or Bitbucket and only reports a finding when it can attach a working exploit demonstrating real impact.
  • Attacker-Path Taint Tracing: Indexes the codebase and traces tainted input through call paths to determine what an attacker can actually reach, rather than pattern-matching on syntax.
  • Fix with AI in the Thread: Delivers a remediation prompt and suggested diff inside the pull request comment so the fix happens where the review already is.
  • Security Automations: Set trigger conditions once and Hacktron verifies, fixes and tests every matching finding, then notifies the team in Slack or email.
  • Whitebox Pentests: Launches a full-scope assessment that deploys a sandbox, builds a call graph, maps the attack surface and validates exploits, delivering an audit-ready SOC 2 or ISO 27001 report in hours instead of weeks.
  • Versioned Project Rules: A .hacktron/rules.md file lives and versions with your code, encoding which paths are high risk and which findings to suppress, cutting false positives without going blind to real bugs.
  • Threat Models from Your Documents: Upload architecture notes, security policies or past pentest reports and Hacktron builds and updates a versioned threat model for the application.
  • Triage as Training: Every finding you accept, dismiss or downgrade teaches the system that codebase's threat model, so reviews sharpen the longer it stays embedded.
  • MCP and REST API Access: Pull findings into Cursor, Claude Code or Codex over MCP to analyse and fix, or build custom workflows on the REST API, plus Jira and Linear ticket creation.

Best for

  • Pre-Merge Vulnerability Gating: Catching an IDOR or injection introduced by a pull request before it reaches production, with the exploit attached so nobody debates severity.
  • Replacing Annual Pentests: Running continuous whitebox assessments instead of relying on a once-a-year engagement that misses everything shipped in between.
  • SOC 2 and ISO 27001 Evidence: Producing an audit-ready penetration test report in hours to satisfy a compliance deadline or a customer security review.
  • Cutting Scanner Alert Fatigue: Replacing a noisy SAST queue with findings that come with proof, so the security team spends its time on real issues.
  • Scaling a Small Security Team: Giving one or two security engineers coverage across every repository and every developer's pull requests.
  • Dependency Supply-Chain Checks: Scanning a lock file for malicious packages before they land in the build.
  • Fixing Findings from Your Editor: Pulling confirmed vulnerabilities into Claude Code or Cursor over MCP and remediating them without leaving the IDE.
View Hacktron details
R

Ruflo

rUv (ruvnet)

Free

Open-source agent meta-harness for Claude Code and Codex adding swarms, self-learning memory, MCP tools and security guardrails.

Key features

  • Agent Swarms: Over 100 specialized agents self-organize into coordinated swarms to split up and run complex tasks.
  • Self-Learning Memory: Remembers across sessions and learns from successful trajectories using local vector retrieval and contrastive updates.
  • MCP Server: Run npx ruflo mcp start to expose Ruflo's tools to Codex or any MCP-enabled client.
  • Claude Code Plugins: Core tools, a visual console and runtime mods add routing and policy enforcement inside Claude Code.
  • Terminal UI Console: Shows Overview, Cost, Swarm, Events and Missions pages, and also runs standalone.
  • Federation: Lets agents on different machines communicate securely without leaking data.
  • Hook-Based Routing: Hooks automatically route tasks and coordinate agents in the background.

Best for

  • Large Refactors: Split a big codebase change across a swarm of specialist agents.
  • Persistent Project Context: Keep knowledge across Claude Code sessions with vector memory.
  • Multi-Client Setups: Connect Codex or other MCP clients to the same tool server.
  • Cost Monitoring: Track spend and agent activity from the console during long runs.
  • Multi-Machine Collaboration: Let agents on separate machines coordinate through federation.
View Ruflo details