What AI says about Helicone
Helicone is an observability and routing platform for LLM applications that tracks requests, token usage, and performance. It comes up when teams need proxy-based logging, prompt tracing, and cost tracking across model providers.
AI calls itlightweight,open-source,minimal code changes,proxy-based,fast setup,fastest setup
Since Jul 5Updated Nov 11, 2026Based on 20,378 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
2%
of AI answers about Helicone and its rivals · since Jul 5
Based on 20,378 AI answers
- ChatGPT3%
- Google AI Mode2%
How often AI mentions Helicone
of AI answers about Helicone and its rivals
Track your brand free to see 13 weeks of history.
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Sep 14OctNov 2
- · ChatGPT switched to GPT-6 Luna
Markets where AI mentions Helicone
Mentioned inLowHighFew answers
All marketsChatGPTGoogle AI Mode
- LLM Observability & Tracing PlatformsChatGPTGoogle AI Mode
- LLM Security and Governance PlatformsChatGPT
- Prompt Management & Evaluation PlatformsChatGPT
- LLM Observability and Evaluation PlatformsChatGPT
- LLM Output Monitoring PlatformsOutside both engines’ top 25
- Cloud FinOps Management PlatformsOutside both engines’ top 25
- Subscription and Usage-Based Billing PlatformsOutside both engines’ top 25
- Cloud-Native API & Networking PlatformsOutside both engines’ top 25
- AI Observability & Log Analytics PlatformsOutside both engines’ top 25
- LLM Firewall and Guardrail PlatformsOutside both engines’ top 25
- MLOps and Inference Serving PlatformsOutside both engines’ top 25
- LLM Agent Frameworks and ToolingOutside both engines’ top 25
Topics where AI mentions Helicone
TopicMentioned in · on this topicRank
- Prompt version control
- Prompt evaluation and performance monitoring platforms
- LLM output drift detection
- Prompt A/B testing in production
- Model A/B testing and canary deployment platform
- RAG evaluation
- Prompt library software for enterprise centers of excellence
- AI model API gateway
- Cloud cost optimization
- Multi-agent orchestration
- Production-grade NLP inference API platform
- PII redaction for LLM pipelines
- Most mentionedMentioned in
- Our LLM costs are unpredictable. What observability tool is best for tracking token usage per user or request?on this questionLangfuse is the most-mentioned brand76%
Excerpts where Helicone appeared in the AI's answer
Google AI ModeOct 5, 2026, Google AI Mode Helicone is an exceptionally fast proxy-based option if you want zero-code-change implementation.
Google AI ModeOct 3, 2026, Google AI Mode Helicone and Langfuse are the top-tier, specialized tools tailored specifically for fine-grained cost attribution and unit economics.
- My goal is to get a cost breakdown of my LLM application by feature or by user. What's the best cost management platform for AI?on this questionLangfuse is the most-mentioned brand73%
Excerpts where Helicone appeared in the AI's answer
Google AI ModeSep 18, 2026, Google AI Mode Helicone sits as an open-source proxy layer that is exceptionally fast to set up if you proxy your LLM calls.
Google AI ModeSep 6, 2026, Google AI Mode Helicone (Open Source / Cloud) : An open-source LLM proxy/gateway that sits between your app and the model provider.
- We need to monitor token cost and latency across several models — what should we use?on this questionLangfuse is the most-mentioned brand55%
Excerpts where Helicone appeared in the AI's answer
Google AI ModeSep 21, 2026, Google AI Mode Helicone : An open-source LLM gateway and observability platform built specifically for monitoring costs, latency, and caching.
ChatGPTSep 21, 2026, ChatGPT Helicone — particularly attractive if your primary requirement is “show me exactly what every model call costs and how fast it is.”
- We want to log all LLM requests and responses for auditing. What is the best logging and observability platform designed for LLMs?on this questionLangfuse shares the lead for mentions with 1 more59%
Excerpts where Helicone appeared in the AI's answer
Google AI ModeOct 3, 2026, Google AI Mode Helicone: Excellent for lightweight, high-performance API-level logging.
Google AI ModeAug 17, 2026, Google AI Mode Helicone (Best Proxy-Based Logging): A lightweight, Rust-based AI gateway and proxy.
- I'm looking for a way to gather user feedback (thumbs up/down) on our LLM's responses and log it for fine-tuning. What's the best feedback collection tool for AI apps?on this questionLangfuse is the most-mentioned brand47%
Excerpts where Helicone appeared in the AI's answer
Google AI ModeSep 19, 2026, Google AI Mode Helicone : An open-source AI gateway and monitoring tool that sits as a proxy between your app and the LLM provider
Google AI ModeSep 15, 2026, Google AI Mode Helicone : An LLM gateway and observability tool that sits as a proxy between your app and the model provider.
- We need observability for AI applications including tokens, latency, model errors, and tool calls. What products solve this?on this questionLangfuse shares the lead for mentions with 2 more86%
Excerpts where Helicone appeared in the AI's answer
Google AI ModeSep 20, 2026, Google AI Mode Helicone — A proxy/gateway-style tool that sits directly in your API request path.
ChatGPTSep 20, 2026, ChatGPT Helicone — historically attractive when you want extremely quick token/cost/latency visibility through a proxy
Helicone in AI answers
1 of 8
I need a dashboard to monitor "token burn rate" across all my internal AI apps.
ChatGPTChatGPT· Oct 15, 2026
2. Helicone Worth evaluating if you want centralized request monitoring through an AI gateway
Google AI ModeGoogle AI Mode· Oct 16, 2026
Helicone: A proxy-based LLM observability platform that gives you an instant dashboard
Sites AI cites
- Your site23%
- helicone.ai (opens in a new tab) · 16%
- How to Track LLM User Feedback to Improve Your AI Applications (opens in a new tab) · 1%Lists Helicone
- Helicone Pricing | Ship Your AI App With Confidence (opens in a new tab) · 1%Lists Helicone
- How to Monitor Your LLM API Costs and Cut Spending by 90% (opens in a new tab) · 1%Lists Helicone
- Prompt Engineering Tools & Techniques [Updated June 2025] (opens in a new tab) · 1%Lists Helicone
- The Complete Guide to LLM Observability Platforms: Comparing Helicone vs Competitors (2025) (opens in a new tab) · 1%Lists Helicone
- Website (opens in a new tab) · <1%
- Helicone AI Gateway: A Complete Guide with Practical Examples (opens in a new tab) · <1%
- The Complete LLM Model Comparison Guide (2025): Top Models & API Providers (opens in a new tab) · <1%
- How to Debug LLM Applications 10x faster with Helicone (opens in a new tab) · <1%
- Your site8%
- Cost Tracking & Optimization - Helicone OSS LLM Observability (opens in a new tab) · 2%Leaves Helicone out
- User Feedback - Helicone OSS LLM Observability (opens in a new tab) · 1%
- Getting User Requests - Helicone OSS LLM Observability (opens in a new tab) · 1%
- Prompt Caching - Helicone OSS LLM Observability (opens in a new tab) · 1%
- AI Gateway Overview - Helicone OSS LLM Observability (opens in a new tab) · <1%
- Gateway Integration - Helicone OSS LLM Observability (opens in a new tab) · <1%
- Introduction - Helicone OSS LLM Observability (opens in a new tab) · <1%
- Quickstart - Helicone OSS LLM Observability (opens in a new tab) · <1%Lists Helicone
- Custom Properties - Helicone OSS LLM Observability (opens in a new tab) · <1%Lists Helicone
- User Metrics & Analytics - Helicone OSS LLM Observability (opens in a new tab) · <1%Lists Helicone
- Lists Helicone on 1 of 1 page4%
- Best LLM Observability Tools in 2026 (opens in a new tab) · 4%Lists Helicone
- Lists Helicone on 1 of 1 page4%
- Lists Helicone on 1 of 4 pages4%
- 10 Best LLM Observability Tools in 2026 (opens in a new tab) · 1%Lists Helicone
- Best Prompt Management Tools for AI Teams 2026 (opens in a new tab) · 1%
- What is LLM Observability? A Complete Guide to AI Monitoring (opens in a new tab) · 1%
- 10 Best AI Observability Platforms for LLMs in 2026 (opens in a new tab) · <1%Leaves Helicone out
- LLM Cost Tracking Solution: Observability, Governance & Optimization (opens in a new tab) · <1%Leaves Helicone out
- AI Cost Observability for LLM and Agent Workloads (opens in a new tab) · <1%Leaves Helicone out
- Lists Helicone on 1 of 1 page3%
- Lists Helicone on 2 of 2 pages2%
- 6 Best AI Cost Tracking Tools for 2026 - Amnic (opens in a new tab) · 1%
- 6 Best AI Cost Visibility Tools for 2026 - Amnic (opens in a new tab) · <1%Lists Helicone
- 6 Best AI Cost Governance Tools for 2026 - Amnic (opens in a new tab) · <1%
- 13 Best LLM Cost Allocation Tools for 2026 - Amnic (opens in a new tab) · <1%Lists Helicone
- Lists Helicone on 1 of 1 page2%
- AI observability tools: A buyer's guide to monitoring AI agents in production (2026) - Articles - Braintrust (opens in a new tab) · 1%Lists Helicone
- 6 best LLM gateways for developers in 2026 - Articles - Braintrust (opens in a new tab) · <1%
- Best Prompt Versioning Tools for Production Teams (2026) - Articles - Braintrust (opens in a new tab) · <1%
- 5 best AI agent observability tools for agent reliability in 2026 - Articles - Braintrust (opens in a new tab) · <1%
- Best LLM monitoring tools in 2026 (tested & reviewed) - Articles - Braintrust (opens in a new tab) · <1%
- Top 10 LLM observability tools: Complete guide for 2025 - Articles - Braintrust (opens in a new tab) · <1%
- Lists Helicone on 1 of 1 page2%
- What are the best open source LLM observability platforms/packages? : r/LangChain (opens in a new tab) · 1%Lists Helicone
- What do you use to iterate & improve LLM prompts? : r/LLMDevs (opens in a new tab) · <1%
- How do you monitor your LLM models in prod? : r/LLMDevs - Reddit (opens in a new tab) · <1%
- Helicone Experiments: We built an open-source tool to find your peak prompts - think v0 and Cursor (opens in a new tab) · <1%
- How do you manage your prompts? Versioning, deployment, A/B testing, repos? (opens in a new tab) · <1%
- Helicone was acquired by Mintlify, what are the best alternatives now? (opens in a new tab) · <1%
- My team evaluated 5 AI gateways for deployment - here's my honest breakdown (opens in a new tab) · <1%
- What’s missing from current LLM observability tools? (opens in a new tab) · <1%
- Lists Helicone on 2 of 3 pages2%
- 15 AI agent observability platforms in 2026: Which handle true agentic complexity? | Latitude (opens in a new tab) · 1%Lists Helicone
- Best AI agent observability tools in 2026: A comparison for production teams | Latitude (opens in a new tab) · 1%Lists Helicone
- 7 LLM observability tools compared 2026 | Latitude (opens in a new tab) · <1%Leaves Helicone out
- Best Helicone Alternatives for LLM Monitoring (2026) | Latitude (opens in a new tab) · <1%
- Top Open-Source Tools for Real-Time Prompt Validation | Latitude (opens in a new tab) · <1%
