Confident AI vs Giskard

Confident AI8.8Visit Giskard8.6Visit

Higher score Confident AI #6 in LLM Evaluation Tools 8.8/10 Free plan Free plan✓ 6 of 6 features Visit Confident AI

vs

Giskard #8 in LLM Evaluation Tools 8.6/10 Free plan Free plan✓ 5 of 6 features Visit Giskard

• Confident AI fits best

  Teams needing testing, monitoring, and safety review

• Giskard fits best

  Open-source RAG and safety evaluation teams

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Side by side

Feature	Confident AI 8.8/10 Visit ↗	Giskard 8.6/10 Visit ↗
At a glance
Editor score	8.8	8.6
Ranking	#6 in LLM Evaluation Tools	#8 in LLM Evaluation Tools
Best for	Teams needing testing, monitoring, and safety review	Open-source RAG and safety evaluation teams
Pricing model	Free plan + paid	Free plan + paid
Starting price	$200/mo	—
Free plan	✓	✓
Free trial	—	—
Deployment	Cloud, Self-hosted	Cloud, Self-hosted
Platforms	Web	Web
Support	Community, Docs · 24/7	Community, Docs
Compliance	SOC 2, GDPR, HIPAA	SOC 2, GDPR, HIPAA, SSO/SAML, 2FA
Built for	Small business, Mid-market, Enterprise	Solo, Small business, Enterprise
Features Confident AI 6/6 · Giskard 5/6
Custom metrics	✓	✓
LLM-as-a-judge	✓	✓
Safety evaluations	✓	✓
Human review workflows	✓	✓
Prompt versioning	✓ (best)	Not checked yet
CI/CD integration	✓	✓
Specs
Deployment options	Both	Both
Our review
Pros	Combines regression testing, tracing, monitoring, and CI/CD evaluation gates Supports custom metrics, LLM-as-a-judge scoring, and human review workflows Offers agent integrations plus self-hosted and on-premises deployment options	Open-source Python library supports local testing and deployment Combines RAG checks, vulnerability scanning, and behavioral evaluations Supports custom metrics, human review, scheduling, and CI/CD workflows
Cons	Paid plans start at $200 per month Team pricing rises to $2,000 per month Its broad feature set may exceed teams needing only basic evaluations	Free vulnerability scans and RAG reports are basic Advanced security and review features are reserved for Enterprise The feature set may exceed the needs of teams seeking simple evaluations
Our verdict	Confident AI is a platform for evaluating, monitoring, and improving large-language-model applications. It is designed for engineering, product, QA, security, and compliance teams that need testing across development and production,… Read the review →	Giskard provides open-source and enterprise tools for evaluating, testing, and red-teaming LLM agents and AI applications. It is suited to teams building RAG systems, safety evaluation programs, and production AI workflows that need more… Read the review →

Strengths and trade-offs

• Confident AI — where it wins

  • Combines regression testing, tracing, monitoring, and CI/CD evaluation gates
  • Supports custom metrics, LLM-as-a-judge scoring, and human review workflows
  • Offers agent integrations plus self-hosted and on-premises deployment options

  Where it doesn't

  • Paid plans start at $200 per month
  • Team pricing rises to $2,000 per month
  • Its broad feature set may exceed teams needing only basic evaluations

• Giskard — where it wins

  • Open-source Python library supports local testing and deployment
  • Combines RAG checks, vulnerability scanning, and behavioral evaluations
  • Supports custom metrics, human review, scheduling, and CI/CD workflows

  Where it doesn't

  • Free vulnerability scans and RAG reports are basic
  • Advanced security and review features are reserved for Enterprise
  • The feature set may exceed the needs of teams seeking simple evaluations

• Confident AI8.8/10 · Free plan

  A broad evaluation and monitoring platform with a free entry point and costly paid tiers.

  Visit Confident AIFull verdict →
• Giskard8.6/10 · Free plan

  Open-source LLM and RAG evaluation with enterprise security and review workflows.

  Visit GiskardFull verdict →