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Head-to-head · AI Security Testing Tools

Akto Agentic Red Teaming vs Crucible

  • Updated Oct 2026
  • Both researched from official sources
  • 6 checks side by side
Higher score Akto Agentic Red Teaming #2 in AI Security Testing Tools 9.1/10 Pricing on request ✓ 5 of 5 features Visit Akto
Crucible #8 in AI Security Testing Tools 8.4/10 Free plan Free plan✓ 4 of 5 features Visit Crucible

Akto Agentic Red Teaming leads on 0 checks, Crucible on 0, and 6 are even. Who comes out ahead on the 6 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreAkto Agentic Red Teaming · 9.1/10
  • Free planonly Crucible
  • Most featuresAkto Agentic Red Teaming · 5 of 5

Akto Agentic Red Teaming scores higher on our rubric for ai security testing tools: 9.1 against 8.4 out of 10; our editors rank them #2 and #8.

On deployment mode, Akto Agentic Red Teaming gives you Both where Crucible offers Self_hosted.

Akto Agentic Red Teaming is the better fit for enterprise agent and API security teams. Crucible is the better fit for agent teams testing complex attack lifecycles.

  • Akto Agentic Red Teaming fits best

    Enterprise agent and API security teams

  • Crucible fits best

    Agent teams testing complex attack lifecycles

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Side by side

Feature Akto Agentic Red Teaming 9.1/10 Visit ↗ Crucible 8.4/10 Visit ↗
At a glance
Editor score 9.1 8.4
Ranking #2 in AI Security Testing Tools #8 in AI Security Testing Tools
Best for Enterprise agent and API security teams Agent teams testing complex attack lifecycles
Pricing model Paid Free plan + paid
Starting price Pricing on request —
Free plan Not checked yet ✓ (best)
Free trial — —
Deployment Cloud, Self-hosted Self-hosted
Support Email, Live chat, Docs Community, Docs
Integrations 200+ integrations 6 integrations
Built for Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features Akto Agentic Red Teaming 5/5 · Crucible 4/5
Prompt injection tests ✓ ✓
Jailbreak tests ✓ ✓
Data leakage tests ✓ (best) Not checked yet
Unsafe output tests ✓ ✓
Custom test cases ✓ ✓
Specs
Deployment mode Both Self_hosted
Our review
Pros
  • 4,000+ probes cover injection, jailbreaks, leakage, and unsafe behavior
  • Tests AI agents, MCP servers, models, and custom in-house agents
  • Scheduled scans, custom suites, reporting, and remediation workflows
  • 153 attack vectors across 11 modules in the Community plan
  • Covers prompt injection, jailbreaks, MCP abuse, and poisoning attacks
  • JSON and HTML reports with severity findings and OWASP mappings
Cons
  • Pricing is handled through contact sales
  • The product is focused on AI security testing rather than general security
  • Its breadth may exceed the needs of teams with simple AI deployments
  • Team features are listed as Early Access
  • Hosted dashboards are upcoming or early-access functionality
  • Enterprise pricing is custom rather than publicly stated
Our verdict

Akto Agentic Red Teaming is an AI security testing product for teams protecting AI agents, MCP servers, models, and agentic applications. It is aimed at enterprise security teams managing production workflows, homegrown AI systems, and…

Read the review →

Crucible is an open-source Python CLI for testing AI agents before production. It runs adversarial payloads against HTTP or MCP-accessible agents, covering prompt injection, jailbreaks, unsafe content, tool misuse, memory poisoning, MCP…

Read the review →
  1. Akto Agentic Red TeamingAI Security Testing Tools 9.1Pricing on request
  2. CrucibleAI Security Testing Tools 8.4Free plan

Strengths and trade-offs

  • Akto Agentic Red Teaming — where it wins

    • 4,000+ probes cover injection, jailbreaks, leakage, and unsafe behavior
    • Tests AI agents, MCP servers, models, and custom in-house agents
    • Scheduled scans, custom suites, reporting, and remediation workflows

    Where it doesn't

    • Pricing is handled through contact sales
    • The product is focused on AI security testing rather than general security
    • Its breadth may exceed the needs of teams with simple AI deployments

  • Crucible — where it wins

    • 153 attack vectors across 11 modules in the Community plan
    • Covers prompt injection, jailbreaks, MCP abuse, and poisoning attacks
    • JSON and HTML reports with severity findings and OWASP mappings

    Where it doesn't

    • Team features are listed as Early Access
    • Hosted dashboards are upcoming or early-access functionality
    • Enterprise pricing is custom rather than publicly stated

More comparisons

All AI security testing tools comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update