Data month 2026-08

Best AI Observability & Eval ToolsPage 5

#ProductCompanyIndustryVisitsMoM
201
AILatency
An independent AI API latency benchmarking platform.
AILatencyGeneral AI839-71.3%
202
Syrin
A control plane that monitors AI agent drift in real time and intervenes early.
SyrinGeneral AI778-66.4%
203
Pay-i
ROI optimization and capacity management platform for generative AI.
Pay-iProgramming714-26.9%
204
Backplanes
See what every coding agent across an organization has done.
BackplanesGeneral AI653-90.1%
205
AlphaBitCore
An AI control plane for governing models and agents in regulated enterprises.
AlphaBitCoreGeneral AI581-47.3%
206
AgentBoard
A stats and leaderboard platform that auto-tracks AI coding sessions.
AgentBoardGeneral AI500-78.1%
207
Calvin Risk
Platform that helps enterprises monitor and manage AI system risk
Calvin RiskIndustry Services388+470.6%
208
Tryelixir
An observability and evaluation platform for AI systems
Elixir ObservabilityGeneral AI309-86.9%
209
Ferrum Health
An AI governance and deployment platform for healthcare.
Ferrum HealthIndustry Services272-76.8%
210
AccuChats
A knowledge-base-driven AI chatbot platform that guarantees answer accuracy.
AccuChatsMarketing & Sales--
211
Adaline
把生产轨迹变成评测与改进的智能体平台
AdalineProgramming--
212
AdRoast — Generate ads, roasted before you spend
An AI tool that generates ads and scores them before you spend.
AdRoastMarketing & Sales--
213
AgentCenter for OpenClaw
A mission control center for OpenClaw agents
AgentCenterGeneral AI--
214
AgentDuel
An AI agent battle platform where developers submit strategy code.
AgentDuelGeneral AI--
215
Agentic Diaries
A lab that measures differences in AI agent behavior.
Agentic DiariesGeneral AI--
216
Renue Agent Monitor
A self-service governance platform that visualizes and diagnoses AI coding-assistant usage.
Renue Agent MonitorGeneral AI--
217
AgentPeek
A coding-assistant monitor residing in the Mac notch.
AgentPeekGeneral AI--
218AgentWatchGeneral AI--
219
Agoragentic Agent OS
A governance-oriented agent-commerce and Agent OS platform.
AgoragenticGeneral AI--
220
Airtrain
在您自己的数据上微调开源模型可以通过90% 编码来降低AI成本,可以在云中或基础设施中使用简化的模型来评估AI评分JSON兼容性独立指标
airtrain.aiGeneral AI--
221
AISpend
快速洞察: 在设置后1分钟内深入了解OpenAI的使用情况和成本。美丽的仪表板: 将所有数据集中在一个地方,用户友好的仪表板。成本洞察: 清楚地了解OpenAI的成本。接收通知: 接收有关费用的每日,每周和每月通知。使用情况分析: 分析使用情况和成本趋势。模型和令牌: 发现使用的模型和令牌的数量。
LostdomainGeneral AI--
222
Alation
Platform that ensures the accuracy of enterprise data apps and agent answers
AlationNews & Analytics--
223
DataRobot
A unified platform for enterprises to build, operate and govern AI agents.
DataRobotGeneral AI--
224
AlphaClaw Apex
Self-healing agent cluster management tool with no SSH ops
AlphaClawGeneral AI--
225
Anannas
单一 API 接入任意大模型的统一控制台
AnannasGeneral AI--
226
Gram by Speakeasy
Control plane that unifies and governs AI calls across an organization
SpeakeasyGeneral AI--
227
ArbitrAI
A governance platform that aligns deployed AI agents with business values.
ArbitrAIGeneral AI--
228
Archiet
An application portfolio platform driven by architecture models
ArchietProgramming--
229
NetMind Agent Arena
An arena to compare and benchmark AI agents.
NetMindGeneral AI--
230
Armilla AI
Backstop the risks of enterprise AI deployments with insurance and evaluation
Armilla AIIndustry Services--
231
Arya.ai
Provide production-ready enterprise-grade AI models for banking and insurance institutions
Arya AIIndustry Services--
232
Aurra — Audit-grade memory for AI agents
Auditable AI-agent memory: every answer comes with proof.
AurraGeneral AI--
233
Automorphic
Infrastructure for self-improving language models.
AutomorphicGeneral AI--
234
BenchLLM
Evaluation tool that builds test suites for LLM apps and generates quality reports.
BenchLLMGeneral AI--
235
BotMark
A platform that gives AI agents multi-dimensional capability evaluation.
BotMarkGeneral AI--
236
CAIBS Institute
CAIBS Institute certifies AI behavior compliance with the B.I.T. framework.
CAIBS InstituteGeneral AI--
237
Censius
An end-to-end ML model monitoring and interpretability analysis platform.
Censius IncGeneral AI--
238
Chat2Invest
A tool to run investing strategy experiments in Discord with AI review.
Chat2InvestIndustry Services--
239
Chordio
A benchmark lab that evaluates coding agents' product-experience ability.
ChordioGeneral AI--
240
ClawMetry for NVIDIA NemoClaw
An open-source, free real-time observability and governance dashboard for AI agents
ClawMetryGeneral AI--
241
Cleric AI
AI agents that safeguard production environments after code deployment
ClericProgramming--
242
Clyde
A desktop pet that mirrors your coding assistant's status in real time.
ClydeCharacters & Fun--
243
Code Insights
An analytics tool that parses AI coding sessions to help you understand the coding process
Code InsightsProgramming--
244
CostLine — LLM Spend Intelligence
LLM spend intelligence with truly enforced hard caps.
CostLineGeneral AI--
245
CostMyAI
A platform offering AI spend financial governance and real-time pricing.
CostMyAIGeneral AI--
246
Reel AI
A platform for vertical short-drama viewing and real-time character interaction.
Reel.AIVideo--
247
Cursorusage
All-in-one menu-bar widget monitoring Cursor AI usage in real time.
Cursor Usage WidgetGeneral AI--
248
Dominion Observatory
A behavioral trust-measurement platform for MCP servers.
Dominion ObservatoryGeneral AI--
249
Dynamo
Adds safety guardrails and compliance evaluation to enterprise generative AI apps.
DynamoFLGeneral AI--
250
CCDash
An open-source panel monitoring Claude Code usage and quota consumption.
dashengGeneral AI--
Browse all 331 AI Observability & Eval products →

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Data month: 2026-08 · Visit figures are third-party traffic estimates aggregated monthly — best for scale and trends. Multiple domains of the same product are merged. See methodology.