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iFixAi vs Citrusˣ

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

iFixAi compared with Citrusˣ
DetailiFixAi logo iFixAiCitrusˣ logo Citrusˣ
What it doesIndependent auditing for AI agents Validate and monitor AI and LLM models for accuracy, robustness, and governance
StageNot given Not given
FoundedNot given Not given
Based inUS IL
Pricing modelFreemium Not given
PricingStartup: 2 audits/reports per month, up to 3 agents. Growth: 4 audits/reports per month, up to 3 agents. Enterprise: 8 audits/reports per month, up to 3 agents. Agentic Enterprise: custom quote, 4+ agents. Free open-source: 60 inspections, self-hosted. Not given
Key features
  • Multidimensional audit covering AI red teaming, operational assurance, philosophical, ethical and sociological dimensions
  • Tests for prompt injection, policy violation, tool invocation governance, and authorization
  • Assesses epistemic integrity, reality grounding, and frankness
  • Evaluates fairness governance and vulnerable user care
  • Analyzes stakeholder conflict, influence and systemic risk
  • Connect through GitHub or MCP with no manual setup required
  • Generates audit reports with evidence and proof of agent behavior
  • Open-source engine available for self-hosting
  • Detects information hiding, unauthorized decision override, and unauthorized actions
  • Real-time monitoring and alerts for model mistakes
  • Comprehensive validation metrics for stability and accuracy
  • Model explainability at global and local levels
  • Detection of anomalies and model vulnerabilities
  • Bias and fairness analysis
  • Governance tools for regulatory compliance
  • Automated real-time reporting for stakeholders
  • Actionable mitigation steps and risk reduction
  • Production monitoring to prevent performance deterioration
  • Real-time prediction explanation with error and certainty metrics
What makes it different
  • Truly independent auditing through outside panel judgment, never internal self-inspection
  • Off-the-shelf integration with no manual eval harness or SDK embedding required
  • Covers five dimensions of trust: purpose, authority, workflows, responsibility and evidence
  • Measures beyond performance to identify misalignment across red teaming, operational, philosophical, ethical and sociological categories
  • Outperforms international explainability benchmarks like SHAP and LIME
  • Unique ability to dive into local samples in real time
  • Patent-pending proprietary methodology
  • Comprehensive solution covering development and deployment
  • 82% faster time to production
Community votes00
DR (Domain Rating by Ahrefs)13 −1 (down) since last check25 no change since last check
Trust Flow (Majestic)116
Citation Flow (Majestic)3116
Referring domains (Majestic)15677

4 details filled in for both companies.

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