Data month 2026-10
Best AI Observability & Eval ToolsPage 3
| # | Product | Company | Industry | Visits | MoM |
|---|---|---|---|---|---|
| 101 |  Trust and safety testing platform for AI agents | Vijil | Other Industries | 16.4K | +538.5% |
| 102 |  Build, evaluate and observe reliable conversational AI apps. | Chainlit | General AI | 15.8K | -47.4% |
| 103 |  A three-dimensional comparison platform for evaluating LLM choices by real business scenarios. | 洛小山 | General AI | 15.4K | -32.7% |
| 104 |  A WebGL-based in-browser GPU performance-test platform. | cznull | General AI | 15.1K | +117.9% |
| 105 |  A local-first tool that tracks AI coding token usage and cost and matches each dollar to the commits it produced. | AgentSeal | General AI | 14.3K | -52.3% |
| 106 |  A runtime evaluation platform that scores every production AI agent run for quality and risk. | Prefactor | General AI | 14.3K | -30.7% |
| 107 |  An open-source AIOps platform for complex alert environments. | Keep | Programming | 13.9K | -22.3% |
| 108 |  Prevent wrong AI answers from reaching customers. | Cleanlab | General AI | 13.8K | -24.9% |
| 109 |  A code-agent auditing platform. | Kurrent, Inc. | Industry Services | 13.6K | -45% |
| 110 |  Infrastructure giving AI coding agents sandboxes, orchestration, and evaluation. | Runloop | Programming | 12.8K | +60.8% |
| 111 |  A simulation platform that tests AI agents in digital-twin worlds and turns every run into training data. | Benchgen | General AI | 11.6K | +27.3% |
| 112 |  A platform for building trustworthy data agents. | Upsolve AI | News & Analytics | 11.2K | -20.6% |
| 113 |  Builds verifiable AI systems for high-stakes domains. | Pramaana Labs | General AI | 10.9K | +9.4% |
| 114 |  Replay QA — a test tool for AI coding teams. | Replay QA | Programming | 10.9K | -36.4% |
| 115 |  An AI security platform covering agent testing, monitoring, and runtime protection. | Virtue AI | Industry Services | 10.7K | +4.9% |
| 116 |  Cross-lingual evaluation platform for quantifying voice AI quality. | Podonos | Audio | 10.2K | +258.1% |
| 117 |  bitdrift is real-time mobile observability that lets AI agents independently resolve technical mobile issues before engineers see them. | bitdrift | General AI | 9.9K | +15.1% |
| 118 |  A platform that turns LLM evaluation from feeling into data. | Stax | General AI | 9.8K | -13.7% |
| 119 |  An operations platform for building and monitoring local generative AI apps | Dynamiq | General AI | 9.7K | +4.3% |
| 120 |  An AI platform to fine-tune large models and manage datasets. | FinetuneDB | General AI | 9.7K | -33.7% |
| 121 |  Platform that measures a brand's visibility in AI search. | Signum.AI | Marketing & Sales | 9.6K | +22.3% |
| 122 |  Unifies scattered AI assets into production-ready systems | ModelOp | General AI | 9.5K | +19.9% |
| 123 |  Adds safety guardrails and compliance evaluation to enterprise generative AI apps. | DynamoFL | General AI | 9.4K | +9.6% |
| 124 |  A platform for comparing outputs from multiple AI models side by side | Rival | General AI | 9.2K | -35% |
| 125 |  An observability and evaluation platform for production AI agents, with closed-loop improvement. | HoneyHive | General AI | 8.8K | -52.5% |
| 126 |  Enterprise AI application and agent platform. | Iterate.ai | Programming | 8.8K | -22.5% |
| 127 |  Endpoint AI observability platform for agent workforces. | Prelude Research, Inc. | Industry Services | 8.7K | -40.4% |
| 128 |  An LLM evaluation and red-teaming platform. | Datumo | Programming | 8.6K | +0% |
| 129 |  An autonomous data system for agentic enterprises. | Anomalo | News & Analytics | 8.1K | -23.8% |
| 130 |  Coroot is a self-hosted observability platform that uses eBPF to collect metrics, logs, traces and profiles with zero code changes, then finds the root cause. | Coroot | General AI | 8.0K | -56.4% |
| 131 |  API-accessible human feedback and training labels at scale. | Rapidata | Programming | 7.7K | +48.6% |
| 132 |  A platform of binary-based self-owned AI infrastructure. | systemprompt.io | General AI | 7.7K | -22.8% |
| 133 |  A governance platform for agents, AI, and model risk management. | ValidMind | Industry Services | 7.5K | -20.1% |
| 134 |  Platform to deploy enterprise-grade AI agents in weeks. | FlowX.AI | General AI | 7.4K | -43.4% |
| 135 |  AI engineering platform connecting frontier model research with enterprise production systems | Cognida | Programming | 7.3K | -54.3% |
| 136 |  A marketing platform that monitors brand visibility in AI answers. | Genrank | Marketing & Sales | 7.0K | -32% |
| 137 |  Diagnose why AI does not recommend your agent. | Loamly | Marketing & Sales | 7.0K | -32.4% |
| 138 |  A platform where teams collaborate to build and evaluate AI features. | Athina AI | General AI | 6.9K | +21.3% |
| 139 |  Agent gateway that cuts token costs by up to 50% | Edgee | General AI | 6.6K | +96.9% |
| 140 |  AI platform optimizing Snowflake and BigQuery costs. | Yuki | Industry Services | 6.5K | +4.8% |
| 141 |  Real-time detection and protection against human and non-human identity threats. | Permiso | Programming | 6.5K | -47.1% |
| 142 |  Continuous learning engine for AI agents. | RELAI | General AI | 6.5K | -22.2% |
| 143 |  A platform that tests and iterates AI agents with simulation scenarios. | Scorecard | General AI | 6.3K | +8.2% |
| 144 |  An enterprise platform for LLM fine-tuning and evaluation | Adaptive ML | Programming | 6.2K | -27.3% |
| 145 |  Evaluate models and agents against real-world task benchmarks | UniPat AI | General AI | 6.1K | +21.1% |
| 146 |  Open-source observability and evaluation platform for large language models | OpenLIT | General AI | 6.0K | -18.3% |
| 147 |  A platform combining monitoring alerts and status pages. | Phare | Programming | 6.0K | +59.6% |
| 148 |  AI-driven data operations center and self-healing platform | Pantomath | Industry Services | 5.8K | -10.1% |
| 149 |  Enterprise AI operations platform | Striveworks | Industry Services | 5.6K | +96.6% |
| 150 |  A context-aware data quality agent that detects, reconciles and fixes data errors before they spread. | FirstEigen | News & Analytics | 5.6K | +7.3% |
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.