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Head-to-head · AI Agent Security Software

TrojAI Defend by A10 Networks vs Netskope One AI Guardrails

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score TrojAI Defend by A10 Networks #7 in AI Agent Security Software 8.6/10 Pricing on request ✓ 4 of 5 features Contact A10 Networks
Netskope One AI Guardrails #8 in AI Agent Security Software 8.5/10 Pricing on request ✓ 5 of 5 features Visit Netskope

TrojAI Defend by A10 Networks leads on 0 checks, Netskope One AI Guardrails on 1, and 4 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreTrojAI Defend by A10 Networks · 8.6/10
  • Most featuresNetskope One AI Guardrails · 5 of 5

TrojAI Defend by A10 Networks scores higher on our rubric for ai agent security software: 8.6 against 8.5 out of 10; our editors rank them #7 and #8.

Netskope One AI Guardrails offers audit logs; TrojAI Defend by A10 Networks doesn't publish it. On integration mode, Netskope One AI Guardrails gives you Both where TrojAI Defend by A10 Networks offers Gateway.

TrojAI Defend by A10 Networks is the better fit for enterprises protecting production AI agents at runtime. Netskope One AI Guardrails is the better fit for enterprises protecting AI content and data flows.

  • TrojAI Defend by A10 Networks fits best

    Enterprises protecting production AI agents at runtime

  • Netskope One AI Guardrails fits best

    Enterprises protecting AI content and data flows

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. How we rank.

Side by side

Feature TrojAI Defend by A10 Networks 8.6/10 Visit ↗ Netskope One AI Guardrails 8.5/10 Visit ↗
At a glance
Editor score 8.6 8.5
Ranking #7 in AI Agent Security Software #8 in AI Agent Security Software
Best for Enterprises protecting production AI agents at runtime Enterprises protecting AI content and data flows
Pricing model Paid Paid
Starting price Not published Not published
Free plan Not published Not published
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Support Community, Docs Community
Integrations 3 integrations 20 integrations
Built for Enterprise Enterprise
Features TrojAI Defend by A10 Networks 4/5 · Netskope One AI Guardrails 5/5
Prompt-attack defense ✓ ✓
Sensitive-data controls ✓ ✓
Runtime monitoring ✓ ✓
Output safety filters ✓ ✓
Audit logs Not published ✓ (best)
Specs
Deployment Hybrid Hybrid
Integration mode Gateway Both
Our review
Pros
  • Blocks prompt injection and jailbreaks in real time
  • Masks sensitive data and filters toxic prompts and responses
  • Analyzes agent traces and integrates with SIEM, SOAR and ticketing
  • Detects and blocks prompt injection and jailbreak attempts in real time
  • Policies can monitor, block, or replace traffic matching configured rules
  • Maps findings to MITRE ATLAS and OWASP Top 10 for LLMs
Cons
  • Pricing requires contacting sales
  • Deployment requires a reverse-proxy architecture
  • Support channels are limited to community and documentation
  • Pricing requires contacting sales
  • Its controls focus on AI prompts, responses, and related traffic
  • The listed support channel is community
Our verdict

TrojAI Defend by A10 Networks is an AI application and agent firewall for enterprises protecting production AI systems. It analyzes model inputs and outputs at runtime, with controls for prompt injection, jailbreaks, sensitive-data leakage…

Read the review →

Netskope One AI Guardrails inspects prompts and responses in AI applications and agentic workflows for threats and unsafe content. It is aimed at enterprises that need runtime controls over AI data flows, including teams seeking to enforce…

Read the review →
  1. TrojAI Defend by A10 NetworksAI Agent Security Software 8.6Pricing on request
  2. Netskope One AI GuardrailsAI Agent Security Software 8.5Pricing on request

Strengths and trade-offs

  • TrojAI Defend by A10 Networks — where it wins

    • Blocks prompt injection and jailbreaks in real time
    • Masks sensitive data and filters toxic prompts and responses
    • Analyzes agent traces and integrates with SIEM, SOAR and ticketing

    Where it doesn't

    • Pricing requires contacting sales
    • Deployment requires a reverse-proxy architecture
    • Support channels are limited to community and documentation

  • Netskope One AI Guardrails — where it wins

    • Detects and blocks prompt injection and jailbreak attempts in real time
    • Policies can monitor, block, or replace traffic matching configured rules
    • Maps findings to MITRE ATLAS and OWASP Top 10 for LLMs

    Where it doesn't

    • Pricing requires contacting sales
    • Its controls focus on AI prompts, responses, and related traffic
    • The listed support channel is community
  • TrojAI Defend by A10 Networks8.6/10 · Pricing on request

    A gateway-based firewall for runtime agent protection, with cloud or self-hosted deployment.

    Contact A10 NetworksFull verdict →
  • Netskope One AI Guardrails8.5/10 · Pricing on request

    A runtime layer for enterprise teams monitoring AI prompts, responses, and agent workflows.

    Visit NetskopeFull verdict →

More comparisons

All AI agent security software comparisons → · Full ranking →

Guides on AI agent security software

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update