What AI says about Galileo AI
Since Jul 5Updated Nov 3, 2026Based on 20,351 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Galileo AI provides an observability and evaluation platform for large language models and agents, including Luna guardrail models for production monitoring. It comes up when buyers need to detect output drift, evaluate factual accuracy, and monitor live systems for hallucinations, toxicity, and compliance.
Mentioned in
4%
of AI answers about Galileo AI and its rivals
- ChatGPT2%
- Google AI Mode6%
AI calls itspecialized,real-time,low-latency,purpose-built,sub-200ms inline blocking,comprehensive
Markets where AI mentions Galileo AI
VisibilityLowHighFew answers
All marketsChatGPTGoogle AI Mode
- LLM Output Monitoring PlatformsChatGPTGoogle AI Mode
- LLM Observability and Evaluation PlatformsChatGPTGoogle AI Mode
- LLM Observability & Tracing PlatformsGoogle AI Mode
- Grounded Customer Support ChatbotsChatGPTGoogle AI Mode
- Prompt Management & Evaluation PlatformsGoogle AI Mode
- LLM Firewall and Guardrail PlatformsGoogle AI Mode
- AI Red Teaming ServicesOutside both engines’ top 25
- AI Marketing Copywriting and Brand GovernanceOutside both engines’ top 25
- AI Design-to-Code GeneratorsOutside both engines’ top 25
- AI Observability & Log Analytics PlatformsOutside both engines’ top 25
- RLHF Data Collection & Training PlatformsOutside both engines’ top 25
- Global Payroll and EOR PlatformsOutside both engines’ top 25
Topics where AI mentions Galileo AI
TopicMentioned in · on this topicRank
- RAG evaluation
- Alert baselining and suppression
- Log analysis and remediation platform
- Prompt library software for enterprise centers of excellence
- LLM output quality evaluation
- Style and tone alignment monitoring
- LLM model benchmarking
- Agent tracing and monitoring
- LLM observability and prompt tracing
- MLOps platforms for predictive and generative models
- Agent reliability and tool-use testing
- Human-in-the-loop task orchestration
- End-to-end RAG platform with ingestion and vectorization
- AI log summarization
- Production prompt A/B testing platform
- Automated AI red teaming
- Prompt version control
- Prompt injection detection and input sanitization
- LLM integration into existing applications
- Global employer of record services
- Synthetic data generation
- PII redaction for LLM pipelines
- Adversarial AI testing services
- Data and concept drift monitoring
- AI picks mostMentioned in
- Best eval platform for grounding and hallucinations?on this questionAI picks DeepEval and 2 more about as often62%
- Which platforms monitor model drift, regressions, and hallucinations in production AI systems?on this questionAI picks Arize AI most66%
- We need to monitor whether our RAG system is using stale or low-quality source material. What tools solve this?on this questionAI picks Ragas most45%
Excerpts where Galileo AI appeared in the AI's answer
Google AI ModeSep 11, 2026, Google AI Mode Galileo AI: Provides real-time production tracing and evaluation metrics
Google AI ModeAug 6, 2026, Google AI Mode Galileo AI : Excels at real-time production monitoring and data/embedding drift detection, offering runtime guardrails and automated quality evaluations to catch when retrieval degrades.
- What are the best platforms for evaluating whether an AI agent completed a task correctly across tools?on this questionAI picks Braintrust and 2 more about as often63%
Excerpts where Galileo AI appeared in the AI's answer
Google AI ModeSep 6, 2026, Google AI Mode Galileo AI : Utilizes specialized, ultra-fast small language models (like Luna-2) to judge your live agent traffic cheaply.
Google AI ModeAug 17, 2026, Google AI Mode Galileo AI : Features purpose-built agentic metrics alongside graph, trace, and message-view visualizers.
Galileo AI in AI answers
1 of 8
We need to monitor support quality and detect when AI agents give incorrect answers. What tools solve this?
ChatGPTChatGPT· Sep 6, 2026
Galileo AI — focuses on AI quality metrics, hallucination detection, and guardrails.
Google AI ModeGoogle AI Mode· Sep 6, 2026
Galileo AI: Specializes in real-time hallucination detection, correctness scoring, and tracking whether an agent's response is properly grounded in your company's knowledge base.
Sources AI cites
- Your site48%
- Galileo AI: The AI Observability and Evaluation Platform (opens in a new tab) · 5%Leaves Galileo AI out
- 8 Best AI Agent Evaluation Platforms in 2026 | Galileo (opens in a new tab) · 3%Leaves Galileo AI out
- 9 Best LLM Drift Monitoring Platforms in 2026 | Galileo (opens in a new tab) · 3%Leaves Galileo AI out
- 7 Best LLM Observability Tools for Debugging and Tracing | Galileo (opens in a new tab) · 3%Leaves Galileo AI out
- 5 Best AI Guardrails Platforms Compared in 2026 | Galileo (opens in a new tab) · 3%
- 7 Best LLM Eval Platforms Compared | Galileo (opens in a new tab) · 3%Leaves Galileo AI out
- 5 Best RAG Observability Tools Compared in 2026 | Galileo (opens in a new tab) · 2%Leaves Galileo AI out
- 7 Best RAG Debugging Tools for Production (2026) | Galileo (opens in a new tab) · 2%Leaves Galileo AI out
- 5 Best Hallucination Detection Tools for LLM Applications (opens in a new tab) · 1%
- 8 Best AI Agent Debugging & Root Cause Analysis Tools | Galileo (opens in a new tab) · 1%Leaves Galileo AI out
- Leaves Galileo AI out6%
- Testing AI Agents With Synthetic Data: Build Robust Evaluations Before You Ship (opens in a new tab) · 1%
- 06: Top 18 LLM Observability Tools to Monitor & Evaluate AI ... (opens in a new tab) · <1%
- How AI Guardrails Protect Infrastructure from LLM Risks (opens in a new tab) · <1%
- Automated Agent Testing with Synthetic Datasets | Galileo ... (opens in a new tab) · <1%
- Building Better AI Agents: Artificial Intelligence Observability How To (opens in a new tab) · <1%Leaves Galileo AI out
- Sentry Built AI Dashboards: Monitor Your AI Agents End-to- ... (opens in a new tab) · <1%
- Module 14: Auditing Through Trace Logging, Provenance ... (opens in a new tab) · <1%
- 06: Top 18 LLM Observability Tools to Monitor & Evaluate AI Agents (2026 Guide) (opens in a new tab) · <1%Leaves Galileo AI out
- Continuously improve your Agent in production | DEM528 (opens in a new tab) · <1%
- SOTA for Detecting Hallucination in LLM Workflows (opens in a new tab) · <1%
- Leaves Galileo AI out4%
- Top 5 Tools to Monitor and Detect Hallucinations in AI Agents (opens in a new tab) · 1%
- Top 5 AI Agent Evaluation Platforms in 2026 (opens in a new tab) · <1%
- Top 5 Platforms to Evaluate and Observe RAG Applications in 2026 (opens in a new tab) · <1%
- Top 5 RAG Observability Platforms in 2025 (opens in a new tab) · <1%
- Bifrost (by Maxim AI) | Enterprise AI Gateway Built for Scale (opens in a new tab) · <1%Leaves Galileo AI out
- Best 5 platforms to evaluate LLM-powered applications (opens in a new tab) · <1%Leaves Galileo AI out
- Best framework for RAG Observability (opens in a new tab) · <1%
- Evaluating Agentic Workflows: The Essential Metrics That Matter (opens in a new tab) · <1%
- Incorporating Human-in-the-Loop Feedback for Continuous Improvement of AI Agents (opens in a new tab) · <1%
- The Best 3 Hallucination Detection Tools for AI Applications in 2025 (opens in a new tab) · <1%Leaves Galileo AI out
- Leaves Galileo AI out3%
- Medium (opens in a new tab) · <1%Leaves Galileo AI out
- Medium (opens in a new tab) · <1%Leaves Galileo AI out
- Prompt Hub in Snowflake. Prompt Hub in Snowflake brings version… | by Bart Wrobel (opens in a new tab) · <1%
- Why are my results getting worse? How to account for model drift with public LLMs. (opens in a new tab) · <1%
- How to Evaluate Brand Tone of Voice in AI Outputs Using ... (opens in a new tab) · <1%
- Medium (opens in a new tab) · <1%Leaves Galileo AI out
- Logging, Monitoring, and Observability in Backend Systems | by Harsh Gharat (opens in a new tab) · <1%
- Top 5 AI Agent Evaluation Tools in 2026: A Comprehensive Guide | by Kamyashah | Jan, 2026 | Medium (opens in a new tab) · <1%
- Top Tools for AI Evaluation in 2026: A Comprehensive Guide | by Kamyashah | Medium (opens in a new tab) · <1%
- Medium (opens in a new tab) · <1%Leaves Galileo AI out
- Leaves Galileo AI out2%
- Best AI governance platforms for LLM applications (2026): Eval, audit, and enforce - Articles - Braintrust (opens in a new tab) · <1%Leaves Galileo AI out
- Best Prompt Evaluation Tools in 2026 (Tested & Compared) - Articles - Braintrust (opens in a new tab) · <1%
- AI observability tools: A buyer's guide to monitoring AI agents in production (2026) - Articles - Braintrust (opens in a new tab) · <1%Leaves Galileo AI out
- Best hallucination detection tools for LLM applications (2026): catch bad outputs before users do - Articles - Braintrust (opens in a new tab) · <1%Leaves Galileo AI out
- Best RAG Evaluation Tools in 2026, Compared - Articles - Braintrust (opens in a new tab) · <1%Leaves Galileo AI out
- LangSmith alternatives (2026): Best tools for LLM tracing, evals, and prompt iteration - Articles - Braintrust (opens in a new tab) · <1%Leaves Galileo AI out
- 7 best tools for debugging AI agents in production (2026) - Articles - Braintrust (opens in a new tab) · <1%
- Best LLM evaluation tools with SDK integrations (2026) - Articles - Braintrust (opens in a new tab) · <1%
- Best LLM guardrails and security testing tools (2026) - Articles - Braintrust (opens in a new tab) · <1%Leaves Galileo AI out
- Best Prompt Engineering Tools in 2026 (Reviewed) - Articles - Braintrust (opens in a new tab) · <1%
- Leaves Galileo AI out2%
- How do you reliably detect model drift in production LLMs? (opens in a new tab) · <1%Leaves Galileo AI out
- For people out there making AI agents, how are you ... - Reddit (opens in a new tab) · <1%
- What developers actually pick for agent reliability: LangSmith, Langfuse, Phoenix, Braintrust and Galileo, mapped across four layers. : r/AI_Agents (opens in a new tab) · <1%Leaves Galileo AI out
- How do you evaluate LLM outputs? Looking for beginner ... (opens in a new tab) · <1%
- How does one go about audit and governance for their agent tools? (opens in a new tab) · <1%
- What are current best practices for avoiding prompt injection ... (opens in a new tab) · <1%
- After 6 months of agent failures in production, I stopped ... (opens in a new tab) · <1%
- LLM as a Judge, What platforms to use? (opens in a new tab) · <1%
- How do you detect silent output drift in LLM pipelines? (opens in a new tab) · <1%
- Top AI Evaluation Platforms: In Depth Comparison in 2026 (opens in a new tab) · <1%
- Leaves Galileo AI out1%
- Best AI Agent Evaluation Tools for Production Teams (2026) | Augment Code (opens in a new tab) · 1%Leaves Galileo AI out
- 1%
- Runtime Protection - Galileo (opens in a new tab) · <1%
- Dataset Slices - Galileo (opens in a new tab) · <1%
- Custom LLM-as-a-Judge Metrics - Galileo (opens in a new tab) · <1%
- Expression and Readability Metrics - Galileo (opens in a new tab) · <1%
- How LLM-as-a-judge is Calculated - Galileo (opens in a new tab) · <1%
- Prompt Injection - Galileo (opens in a new tab) · <1%
- A/B Compare Prompts - Galileo (opens in a new tab) · <1%
- Experiments Basics - Galileo (opens in a new tab) · <1%
- Leaves Galileo AI out1%
- [2309.15217] Ragas: Automated Evaluation of Retrieval Augmented Generation (opens in a new tab) · <1%Leaves Galileo AI out
- MedHEval: Benchmarking Hallucinations and Mitigation Strategies in Medical Large Vision-Language Models (opens in a new tab) · <1%
- FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs (opens in a new tab) · <1%
- A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment (opens in a new tab) · <1%
- Evaluating Evaluation Metrics – The Mirage of Hallucination Detection (opens in a new tab) · <1%
- Multimodal Prompt Injection Attacks: Risks and Defenses for Modern ... (opens in a new tab) · <1%
- Bypassing Prompt Guards in Production with Controlled-Release Prompting (opens in a new tab) · <1%
- Engineering the RAG Stack: A Comprehensive Review of the Architecture and Trust Frameworks for Retrieval Augmented Generation Systems (opens in a new tab) · <1%
- Engineering the RAG Stack: A Comprehensive Review of the Architecture and Trust Frameworks for Retrieval Augmented Generation Systems (opens in a new tab) · <1%
- Leaves Galileo AI out1%
- Best LLM Observability Tools in 2026 (opens in a new tab) · 1%Leaves Galileo AI out
- AI Agents: What They Are, How They Work, and Why Web Context Is the Missing Piece (opens in a new tab) · <1%Leaves Galileo AI out
