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Citrusˣ vs Dokima

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

Citrusˣ compared with Dokima
DetailCitrusˣ logo Citrusˣ Dokima
What it doesValidate and monitor AI and LLM models for accuracy, robustness, and governance AI security reviewer for engineering teams
StageNot given Not given
FoundedNot given Not given
Based inIL GB
Pricing modelNot given Freemium
PricingNot given Free for up to 2 active contributors or open source projects. Starter $95/month for up to 5 contributors, Team $195/month for up to 15 contributors, Growth $395/month for up to 40 contributors. Annual subscriptions billed upfront at ten times the monthly price (2 months free).
Key features
  • 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
  • Codebase context mapping across repositories and components
  • Architecture review and security assumptions analysis
  • Focused vulnerability hunting with specialised security lenses
  • Finding validation and deduplication
  • HTML reports with source locations and suggested fixes
  • Review state dashboard with findings filtered by severity
  • CLI and terminal dashboard interface
  • Support for Claude, Codex and OpenCode AI models
  • Unlimited repositories and Dokima runs per plan
  • Local data processing without uploading findings
What makes it different
  • 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
  • AI-powered security review that learns how your software works and keeps reviewing as code evolves
  • Findings challenged before presentation to separate plausible issues from weak ones
  • Choose your own AI models to suit your budget and privacy preferences
  • Full product trial for 21 days with no payment card required
  • Free forever for small teams up to 2 contributors and open source projects
Community votes00
DR (Domain Rating by Ahrefs)25 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)60
Citation Flow (Majestic)160
Referring domains (Majestic)771

4 details filled in for both companies.

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