Compare LLM Cost Monitoring Platform to these popular alternatives based on real-world usage and developer feedback.

Small, fast and scaleable bearbones state-management solution. Has a comfy api based on hooks, that isn't boilerplatey or opinionated, but still just enough to be explicit and flux-like.

It is open source web analytics software that you can use to track and analyze how people use your websites and applications. It provides website owners and developers with easy ways to add web analytics to their sites using simple Javascript, PHP, or REST based APIs.

Statsbot is helping you take control of your raw data, providing an all-in-one analysis tool for engineers and non-tech folks alike.

Find what caused your AI bill. Opsmeter gives endpoint, user, model, and prompt-level AI cost attribution in one view.

It is a platform for building production-grade LLM applications. It lets you debug, test, evaluate, and monitor chains and intelligent agents built on any LLM framework and seamlessly integrates with LangChain, the go-to open source framework for building with LLMs.

Transform basic prompts into expert-level AI instructions. Enhance, benchmark & optimize prompts for ChatGPT, Claude, Gemini & more.

It is an AI observability and LLM evaluation platform designed to help ML and LLM engineers and data scientists surface model issues quicker, resolve their root cause, and ultimately, improve model performance.

It improves the cost, performance, and accuracy of Gen AI apps. It takes <2 mins to integrate and with that, it already starts monitoring all of your LLM requests and also makes your app resilient, secure, performant, and more accurate at the same time.

The collaborative testing platform for LLM applications and agents. Your whole team defines quality requirements together, Rhesis generates thousands of test scenarios covering edge cases, simulates realistic multi-turn conversations, and delivers actionable reviews. Testing infrastructure built for Gen AI.

It gives data-driven insight to empower marketing teams of e-commerce businesses. Connect your google analytics and get first insights.

Is the game-changing European modern data quality platform that effortlessly uncovers anomalies and errors in your data with Artificial Intelligence.

Dominate AI search results with Hikoo. The complete Generative Engine Optimization platform to monitor, analyze, and improve your visibility on ChatGPT, Claude, Perplexity, and all major AI assistants. Start your AI SEO journey today.

Practice your interview skills with AI-powered interviewers. Simulate real interview scenarios and improve your performance. Get instant feedback. Get complete overview and a plan with next steps to improve.

The most advanced, consistent, and effective AI humanizer on the market. Instantly transform AI-generated text into undetectable, human-like writing in one click.

Vivgrid is an AI agent infrastructure platform that helps developers and startups build, observe, evaluate, and deploy AI agents with safety guardrails and global low-latency inference. Support for GPT-5, Gemini 2.5 Pro, and DeepSeek-V3. Start free with $200 monthly credits. Ship production-ready AI agents confidently.

It is the leading observability platform trusted by high-performing teams to help maintain the quality and performance of ML models, LLMs, and data pipelines.

It is a web-based marketing tool that enables advertisers to monitor, compare, and understand their marketing campaigns.

Intrascope is a secure AI workspace for teams that centralizes API keys, orchestrates multiple LLMs, and gives full visibility into usage and costs.
Track your brand visibility across AI engines like ChatGPT, Claude, Perplexity, Gemini and more. Optimize your content to get mentioned by AIs.

Content True is a SaaS platform and developer tool designed to ensure content authenticity. It provides accurate AI text detection algorithms that can be integrated into content workflows. Ideal for webmasters, developers, and enterprises looking to verify content quality and origin at scale.

Find out if ChatGPT, Claude and Perplexity mention your brand

The developer-first platform for running AI agent workflows. Deploy your CrewAI, LangGraph, and LangGraph.js agents with a single command.
Snezzi's AI Agent network continuously tracks your visibility across ChatGPT, Google AI, Perplexity & more, then optimizes your content to get you cited.

Track and optimize your brand visibility across AI platforms like ChatGPT, Gemini, DeepSeek and Perplexity. The leading GEO (Generative Engine Optimization) platform for marketing teams.

Benchmark platform testing LLM models' ability to make profitable trading decisions based on candlestick charts.

WFGY is a verification first reasoning engine for LLMs. It ships reproducible entry points and audit friendly specifications, designed to make failures visible and fixable. WFGY 1.0 to 3.0 are one set. Each version is a different depth level, not a different product line. MIT licensed. Public demos and docs live in the repo. Start here: Event Horizon (WFGY 3.0 public entry): https://github.com/onestardao/WFGY/blob/main/TensionUniverse/EventHorizon/README.md Starter Village (fast onboarding): https://github.com/onestardao/WFGY/blob/main/StarterVillage/README.md

LoopGrid is control plane for AI decision reliability. It provides a system of record for AI decisions - capture every decision immutably, replay failures with controlled overrides, and build ground truth from human corrections. Unlike traditional observability tools that only show what happened, LoopGrid lets you re-run any AI decision with a different prompt and see what would have happened. Perfect for debugging LLM agents, AI support bots, and any production AI system.

Helps you get found in AI search engines. Monitor your visibility in ChatGPT, Perplexity and Gemini. Scan your website free.

ReputAgent provides A2A evaluation infrastructure. When agents work together, reputation emerges from real work—not benchmarks. We help you build that trust infrastructure.

Monitor every LLM call across OpenAI, Anthropic, and Google — with full request/response data, token usage, and latency metrics.

Build sophisticated AI agents with intelligent routing, persistent state, and seamless handoffs. Deploy with built-in APIs, React frontends, databases, and monitoring. Run on our cloud, your VPC, or on-prem.

Is the leading AI brand visibility monitoring platform. Track how ChatGPT, Claude, Perplexity, and Google Gemini rank your brand against competitors in real-time. Get actionable insights and strategic recommendations for AI search optimization (AEO) and generative engine optimization (GEO). Used by 500+ brands to improve their AI presence. Free trial with results in 60 seconds.

Is this image AI-generated? Free AI detector with 99.7% accuracy detects fake photos, deepfakes, and AI images from DALL-E, Midjourney, Stable Diffusion. No signup required.

CI failures are painful to debug. SentinelQA gives you run summaries, flaky test detection, regression analysis, visual diffs and AI-generated action items.
Easily host and share test reports. Gaffer saves developers time and improves test visibility.

Provides comprehensive AI validation and certification services. Get instant AI trust scores, secure badges, and compliance reports. Validate your AI systems for transparency, data protection, governance, and user control. Trusted by startups and enterprises worldwide.

Is a debate simulator powered by the top 5 LLM's. Generate endless discussions and debates on any topic. It's like reddit - but powered by AI.

WhiteRank is the AI SEO software and LLM SEO software built for Generative Search SEO and GEO (Generative Engine Optimization). Run an AI search audit, get your LLM Visibility Score, fix entity SEO and structured data, and improve AI search visibility, citations, and rankings across ChatGPT, Google Gemini, Anthropic Claude, Perplexity AI and more.

LLM observability without data leaving your company network. AI Prompt Optimization, cost analysis & ROI (15 reports). Pro-version Free for 4 months.

Dechecker's AI Checker and AI Detector tool checks whether text is generated by AI models, such as ChatGPT, GPT-5, Claude, Gemini, LLaMa, etc.

X102 is an AEO tool that tracks how your site is cited by ChatGPT, Gemini and other AI search engines, with clear actions to improve visibility.

Track the environmental impact of your AI queries and choose the most energy-efficient models.

Helps businesses rank and get cited in AI answer engines like ChatGPT, Perplexity, Claude, and Gemini. Get your AI visibility score today.
AI-native observability platform for LLMs & agents

TestDino is an AI-native, Playwright-focused test reporting and management platform with MCP support. It enables Claude Code, Cursor, and LLM-based querying to navigate Playwright reporting, analyze flaky trends, compare environments, and sync complete run context into Jira or Asana.

Citedify audits how your brand appears in ChatGPT, Claude, Perplexity, and Google AI. It provides an AI Visibility Score, reveals which competitors AI recommends instead of you, and delivers a concrete roadmap to improve your presence in AI search results.

It is an AI Management platform that accelerates the transition of any SaaS company to an AI-native model. With just 5 lines of code, it enables the integration, orchestration, and control of AI agents in production, with full traceability, cost control, and automated evaluation.

It is an AI-powered LLMOps platform that enables developers to build continuously improving LLM-powered applications and ship them into production.

It is a tool for testing and evaluating LLM output quality. With this tool, you can systematically test prompts, models, and RAGs with predefined test cases. It can be utilized as a CLI, a library, or integrated into CI/CD pipelines.

It leverages the power of cutting-edge deep learning to enhance the world of file type detection. It provides increased accuracy and support for a comprehensive range of content types, outperforming traditional tools with 99%+ average precision and recall.