Data month 2026-10
Best AI Observability & Eval ToolsPage 2
| # | Product | Company | Industry | Visits | MoM |
|---|---|---|---|---|---|
| 51 |  A public scoring tool that measures how ready a website is for AI agents and explains what to fix. | Vercel | General AI | 62.8K | -33% |
| 52 |  An evaluation arena and leaderboard for computer-use AI agents, where live tasks are judged blindly by humans on completion, speed, recovery and cost. | Coasty Systems | General AI | 59.0K | -33.5% |
| 53 |  An AI model benchmark on real coding tasks. | World of AI Bench | General AI | 58.7K | -20.6% |
| 54 |  An LLMOps platform that routes and monitors large model requests in one place | Helicone | General AI | 57.2K | -25.2% |
| 55 |  Build reinforcement learning environments and evaluate specialized agents | HUD | General AI | 52.8K | +23.9% |
| 56 |  An AI measurement platform that tracks enterprise AI spend and shows what each team gets back from it. | Larridin | General AI | 52.6K | +45.9% |
| 57 |  A reliability-engineering platform that continuously tests and evaluates AI agents. | LangWatch | General AI | 52.1K | +73% |
| 58 |  Analyze the full customer-service conversation journey with semantic intelligence. | Level AI | Marketing & Sales | 50.5K | +7.7% |
| 59 |  A governance platform that centralizes enterprise AI systems and ensures compliance. | Openlayer | General AI | 48.4K | -6.4% |
| 60 |  An open-source AI agent observability platform that locates production failures and dispatches coding agents to fix them | Latitude | General AI | 48.2K | -30.6% |
| 61 |  Evaluation infrastructure that monitors and improves AI agents in production. | Judgment Labs | Other Industries | 47.4K | +34.4% |
| 62 |  A visual large-model arena to compare generation effects side by side. | MagicArena | General AI | 47.2K | -22% |
| 63 |  An open-source workspace to build, evaluate, and share your agents | Agenta | General AI | 45.8K | +29.5% |
| 64 |  Evaluate and monitor performance risks in machine learning models | Fiddler AI | General AI | 44.2K | -10.2% |
| 65 |  Platform that ensures the accuracy of enterprise data apps and agent answers | Alation | News & Analytics | 43.6K | -19.2% |
| 66 |  An observability platform that monitors AI agents and auto-remediates failures | Raindrop | General AI | 42.8K | -18.4% |
| 67 |  A free AI paper-review tool from Stanford. | Stanford Agentic Reviewer | Education & Research | 42.5K | -56% |
| 68 |  Organize workflows and knowledge into an AI workspace. | ora | Marketing & Sales | 39.3K | -16.8% |
| 69 |  Build, run, and improve AI agents on your own infrastructure | Context | General AI | 37.5K | -1.9% |
| 70 |  Orchestrate, evaluate, and observe multi-agent AI workflows. | AgentX | General AI | 35.8K | -11.8% |
| 71 |  macOS Dynamic Island panel to monitor and control multiple AI coding agents in real time. | Vibe Island | General AI | 35.8K | -22.7% |
| 72 |  An AI governance platform built for the agentic era. | Credo AI | General AI | 34.0K | -21.9% |
| 73 |  An intelligence platform measuring AI engineering spend, output quality, and return. | Milestone | Programming | 33.3K | -5.6% |
| 74 |  Continuously red-team AI and uncover model vulnerabilities | Giskard | General AI | 32.9K | -5.6% |
| 75 |  A collaboration workspace to design, deploy, and evaluate LLM apps. | Klu | General AI | 30.5K | +44.3% |
| 76 |  Agnost AI monitors AI agents in production, detects silent failures and frustrated users, and suggests fixes for a team to approve. | General AI | 30.3K | -7.3% | |
| 77 |  An open-source AI-agent observability platform to trace, evaluate, and debug agent health. | Laminar | General AI | 28.8K | +99.4% |
| 78 |  Continuous-learning infrastructure | Trajectory Technologies, Inc. | Industry Services | 28.2K | +16.1% |
| 79 |  An AI coach that reviews every sales call against your playbook. | Triple Session | Marketing & Sales | 28.1K | +17.1% |
| 80 |  Keeps AI applications safe and compliant | Guardrails AI | Other Industries | 27.9K | -53.4% |
| 81 |  A testing, optimization, and validation platform for financial institutions' AI models and agents. | FairPlay AI | Industry Services | 27.3K | -26% |
| 82 |  AI quality assurance and training platform for support teams | Solidroad | Marketing & Sales | 26.8K | -3.7% |
| 83 |  Intelligence platform for agent deployment | Pensero | Programming | 26.6K | +3.5% |
| 84 |  Agent platform turning production traces into evals and improvements | Adaline | Programming | 26.5K | -39.6% |
| 85 |  Provide production-ready enterprise-grade AI models for banking and insurance institutions | Arya AI | Industry Services | 25.1K | -21.4% |
| 86 |  Observability platform that lets data teams catch data incidents first | Metaplane | Programming | 24.0K | +13.8% |
| 87 |  An observability and prompt-management platform for LLM apps. | Lunary | General AI | 23.6K | -10.9% |
| 88 |  Runtime intelligence platform to discover, govern and secure APIs and AI | Treblle | Programming | 23.1K | -22.8% |
| 89 |  AI customer-service software for call centers | Balto | Marketing & Sales | 22.8K | -17.2% |
| 90 |  A service-evaluation and information-aggregation platform for large-model users. | AI Ping | General AI | 22.7K | +1.7% |
| 91 |  Platform connecting enterprises with AI training and labeling domain experts | Sourcebae | General AI | 21.7K | +20.1% |
| 92 |  An AI infrastructure platform to manage GPU clusters. | ClearML | General AI | 20.1K | -60.9% |
| 93 |  An end-to-end MLOps platform for computer vision. | Picsellia | General AI | 19.8K | -0.1% |
| 94 |  A platform that measures engineering output before and after AI adoption and reports the capacity gained. | Navigara | General AI | 19.5K | -20% |
| 95 |  Developer platform to trace, debug and deploy reliable AI agents | AgentOps | General AI | 18.9K | -23.3% |
| 96 |  Rust-built enterprise AI gateway with agent observability | LangDB | General AI | 18.3K | -13.5% |
| 97 |  An enterprise platform to discover, validate, and deploy radiology imaging AI. | CARPL | Industry Services | 18.0K | +63% |
| 98 |  A quality assurance platform for voice and chat agents | Hamming AI | General AI | 17.8K | -31.7% |
| 99 |  An LLM evaluation and assessment platform for AI teams. | Root Signals | Programming | 17.2K | +19.9% |
| 100 |  AI testing and monitoring platform safeguarding customer experience. | Cyara | Programming | 16.7K | -48.3% |
Related tags
Data month: 2026-10 · Visit figures are third-party traffic estimates aggregated monthly — best for scale and trends. Multiple domains of the same product are merged. See methodology.