Real World Agent Evaluation

EvalsOne is an evaluation platform for developers and researchers to assess LLM prompts, RAG, and agents using rule‑based or LLM‑based methods, human judgment, and customizable evaluators. It supports multiple APIs and integrates with major AI frameworks.

Janus is an end-to-end simulation engine for evaluating AI agents, automating benchmark generation and creating diverse simulation environments. It enhances agent performance through continuous validation, hallucination detection, and personalized dataset evaluations.

Final Round AI is a desktop assistant that offers stealth, real‑time prompts during live interviews on Zoom, Google Meet, and coding platforms. It generates role‑specific STAR responses, provides mock practice, and delivers performance reports with actionable insights.

Roark - Voice AI Evals provides monitoring and evaluation tools for voice AI, tracking over 40 call metrics, facilitating multi-speaker analysis, and ensuring compliance with regulations while optimizing voice agent performance through customizable dashboards and automated alerts.

AgentWorks™ facilitates the development and deployment of AI agents within enterprises, offering interoperability, one-click fine-tuning, compliance validation, performance evaluation, multi-agent workflow orchestration, and a secure infrastructure for various deployment environments.

LangWatch enables real‑time testing of LLM agents, offering simulation, prompt management, audit trails, and batch testing across models. It integrates with OpenTelemetry, LangChain, LangGraph, and supports self‑hosted, cloud, and role‑based access.

AI‑powered roleplay coach for managers, sales teams, and new hires. It simulates performance reviews, sales pitches, and executive briefings, delivering real‑time, science‑based feedback on tone, filler words, and body language. Includes GDPR‑compliant video replay and customizable frameworks.

Level AI automates contact‑center QA, offers real‑time agent assistance, and analyzes every interaction for sentiment and themes. It tracks performance gaps, supports compliance with screen‑recording, and delivers contextual knowledge via Agent GPT to boost resolution and uncover upsell opportunitie

AgentX is a multi-agent AI platform for building, training, and deploying conversational agents using a no-code visual builder or developer tools, supporting multiple LLMs, RAG knowledge connectors, omnichannel deployment, integrations, analytics, voice, and on-premise options.

GenWorlds is an event‑driven framework for building scalable multi‑agent systems in generative AI worlds, supporting custom agents, objects, goals, memory imports, cognitive models (Tree of Thoughts, Chain of Thoughts, AutoGPT), WebSocket interfaces, and integration with Qdrant and LangChain.

Runway offers Gen‑4.5 generative video and GWM‑1 world models for real‑time simulation, robotics, and interactive environments. Its Characters API creates autonomous video agents from a single image. Ideal for filmmakers, architects, game developers, and educators.

Interview Wizard uses AI to generate custom mock interviews from a resume and job posting, simulating HR, behavioral, technical, and situational rounds. It records, scores on 15+ metrics, provides feedback and model answers, allowing unlimited practice and skill tracking.

Invue AI delivers interview simulations that replicate real‑time questioning. Users select a role or enter a custom job description, upload a résumé, and receive instant feedback plus a performance report with actionable recommendations. It supports multiple industries and languages.

AI Agent is a web app that allows users to create customized AI agents to perform specific tasks and achieve goals.

Agentmatch.ai simplifies finding the right real estate agent by using a chat feature to assess user needs and providing a tailored list of agents based on data-driven insights, ensuring unbiased, personalized recommendations.

CaseStudyPrep AI delivers structured interview practice with real‑time coaching, offering mock consulting case sessions and AI‑generated performance reports. Users can reset or replay sessions, and the platform supports individuals, universities, and enterprises with unlimited case libraries and tea

Inworld AI is a platform that allows developers to create and integrate AI characters into their applications, games, and virtual worlds with tools for configuring safety, knowledge, memory, narrative control, and multimodality.

Internet.io enables users to compare responses from multiple AI models, fostering diverse insights for students, writers, and developers. It features customizable AI agents, organized response management, and facilitates experimentation with various logic, tone, and creativity.

iPrep.Ai offers structured mock interviews for technical and behavioral scenarios, featuring real‑time coding challenges, instant code feedback, session recordings, detailed analytics, and personalized improvement plans for software developers at all skill levels.

Relevance AI offers AI‑powered agents that automate sales, marketing, and support tasks—CRM updates, email drafts, research, lead routing, and ticket resolution—while integrating with 100+ apps, providing secure role‑based access and performance dashboards.

AI‑powered interview simulator that delivers structured mock sessions, real‑time feedback, and skill analysis. It evaluates technical and behavioral responses, provides CV scoring and Big Five personality insights, and supports multilingual practice in a privacy‑protected environment.

Skywork.ai is a versatile AI workspace agent that can analyze data, manage content, and integrate with 300+ tools to streamline market research, stock evaluation, and knowledge base creation.

PolygrAI is an AI-powered digital polygraph providing real-time deception risk assessment and sentiment analysis by analyzing behavioral cues like facial expressions and vocal attributes to enhance decision-making in meetings and interviews.

RBG Waiting.ai - Experiment - Justice Ruth See is an AI tool where users can ask yes/no questions to determine if a judge is real. It offers an interactive and engaging platform to explore judge authenticity in a fun and straightforward way.

Ropes.ai adds trust to staffing by validating candidate skills with real‑world simulations, detecting fraud via real‑time geo‑location and IP monitoring, integrating with ATS, and offering placement analytics while ensuring enterprise data security.

Solidroad is an AI‑driven platform that evaluates phone, chat, video, and email interactions instantly, unifying metrics in one dashboard. It auto‑creates training modules and AI‑coach sessions to improve agent consistency and resolution speed across CX channels.

Relyable automates testing and monitoring for AI voice agents with simulated, persona-based conversations, bulk automated calls, and configurable metrics (latency, sentiment, intent accuracy, CSAT). It provides real-time alerts, live call monitoring, analytics, and API/no-code integrations.

Scale AI delivers a full‑stack generative‑AI platform that integrates enterprise data, supports fine‑tuning, RLHF, and model safety evaluation, and enables secure AI agent deployment with compliance‑certified cloud infrastructure for regulated and government use.

Reppls automates end‑to‑end hiring: AI‑driven sourcing, CV ranking, real‑time interviews, adaptive application forms, and automated outreach to create a continuous candidate pool and reduce bias and screening time for recruiters.

OpenAgents is an open-source framework for building and operating scalable, interoperable AI agent networks. It provides tools to launch, connect, and orchestrate agents with live monitoring, enabling collaborative applications and workflows.

RealAssist AI automates follow-ups via personalized SMS and calls, utilizes an AI voice agent for seller interactions, and offers a one-click contract generator. It includes deal analysis features and a comprehensive dashboard for streamlined real estate wholesaling.

InterviewBot Xpress offers interview prep and a live simulation with 20 on‑screen questions. Users upload a resume or job description to generate up to ten personalized questions per role, with downloadable offline practice files. Repeat sessions, no response recording.

InterviewAI is an AI interview platform that generates real‑time, job‑specific questions, scores mock interviews, and tracks progress. It streamlines scheduling, stores candidate notes, and provides bias‑reduced, data‑driven insights for recruiters and students.

Interview Igniter is an AI‑powered interview simulator with a 1,000‑plus question bank tailored to tech roles. Users record responses and receive real‑time audio/video analysis with emotion recognition, plus detailed reports highlighting communication, technical, and behavioral gaps for actionable i

Simulation-driven platform that evaluates and monitors AI agents across modalities with realistic multi-turn scenarios, CI/CD-integrated automated tests, configurable safety/policy guardrails, and analytics for failures, hallucinations, and performance to ensure production readiness.

BotsCrew delivers end‑to‑end conversational AI agents built on GPT‑4o, Llama 3, or RAG. Users choose pre‑built or custom agents, proceed through discovery, rapid prototyping, and deployment, with real‑time UI, unlimited integrations, and compliance support to automate queries and reduce support cost

Rolemodel.ai is an AI tool that creates custom avatars and conversational AI assistants to enhance personal growth and productivity. It uses GPT-4 technology and provides expert guidance and resources for its users.

Branded Research offers AI‑verified consumer data via a real‑time audience API, recruiting participants from 100+ segments with 95%+ accuracy. It supports qualitative webcam studies, emotional AI, and quantitative surveys, delivering granular profiling for data‑driven product and marketing decisions

Respan offers AI observability by tracing prompts, tool calls, and responses, enabling end‑to‑end debugging, evaluation with human, code, and LLM reviews, and real‑time monitoring for quality, cost, and compliance, and deployment orchestration across multiple cloud providers.

RoomieAI™ is a customer intelligence platform that delivers AI-driven insights, capturing buying intent through product signals. It automates personalized outreach and integrates seamlessly with various platforms to enhance sales and marketing efforts.

VMock is an AI platform that delivers feedback on resumes, LinkedIn profiles, and pitches. Its SMART Coach evaluates 100+ criteria, while computer vision, audio, and NLP tools provide guidance, skill mapping, and job‑cluster insights for candidates and career services.

Effy AI unifies 360° reviews, OKR tracking, and goal setting into one workflow. It gathers feedback, generates AI insights on strengths and gaps, and lets managers monitor progress. Slack and API integration streamline data exchange, cutting admin time.

AI Roasts My Career analyzes LinkedIn or resume data to deliver candid, persona‑driven feedback on strengths, weaknesses, and growth. It offers salary benchmarks, company comparisons, layoff trends, job‑matching, and talent dashboards for job seekers and employers.

MuleRun is an AI agent marketplace that lets users find, customize, schedule and run agents for content creation, image generation, e-commerce, workflow automation, investment research and gaming, with one-click execution and creator publishing tools.

Relay.app creates AI agents that automate tasks across apps like Google Workspace, Airtable, Slack, and Asana. Users name an agent, assign skills, design workflows via a visual editor, and refine performance through feedback loops.

iWish AI simulates realistic sales conversations, generating tailored scripts and call prompts that mirror a company’s specific objections and narratives. After each session, it offers targeted feedback and an AI‑powered dialer to refine tactics, boosting outreach efficiency.

FootAgentExam delivers 800+ FIFA exam‑style questions, instant scoring, and detailed regulatory feedback. Its AI assistant clarifies correct choices, while an adaptive engine tracks RSTP, FFAR, and Statutes progress to personalize study plans.

Confident AI is an evaluation platform for assessing large language models, enabling benchmarking, unit testing, and A/B testing. It streamlines dataset management and monitoring, ensuring optimal performance and alignment with benchmarks for LLM applications.

PortfolioPilot aggregates all personal assets—brokerage, retirement, crypto, real‑estate, private equity—into a single dashboard, providing real‑time net‑worth tracking, automated tax optimization, scenario modeling, and AI‑driven portfolio recommendations for self‑directed investors and retirees.

NOF1 is an AI trading platform linking multiple LLMs to live market execution, model chat logs and a public leaderboard, enabling transparent benchmarking, real‑time P&L, chain‑of‑thought review, strategy-mode analytics and time-series performance charts.