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.

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.

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.

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.

Agent Arena is an AI agent competition platform for developers and researchers hosting live head-to-head and time-limited campaigns where agents are submitted, tested and benchmarked with public leaderboards, integrated LLM/framework support, varied game formats and reproducible match logs.

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.

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.

Neo AI engineer is an autonomous agent that automates building, evaluating, and deploying ML models, LLMs, and RAG pipelines. It manages experiments, fine-tuning, and multi-step workflows, producing versioned artifacts with full evaluation and benchmarking across vendors.

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.

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.

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.

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

Modern Realty is an AI‑powered real estate CRM that consolidates SMS, email, and social DM into one inbox, auto‑generates replies, scores leads in real time, prioritizes top prospects, and offers MLS property matching.

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.

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.

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.

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

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.

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.

ReplyAgent.ai is an AI-powered Reddit marketing tool that automatically finds relevant conversations and generates authentic, context-aware comments. It features smart targeting, persona-based replies, and built-in anti-spam to drive engagement and traffic efficiently.

LLM Arena enables users to compare multiple large language models side-by-side, analyzing features like accuracy and capabilities. It supports up to 10 models, facilitating informed decision-making for researchers and developers in selecting the right LLM for their needs.

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.

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.

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.

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

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.

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.

Agents‑Flex is a lightweight Java framework that builds AI agents with Model Context Protocol support, reusable AI skills, Text2SQL, and integrated RAG, vector, prompt, and memory modules, enabling LLM and local Ollama deployment via HTTP, SSE, WebSocket.

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.

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.

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.

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.

DataRobot is an enterprise agent workforce platform for building, deploying, and governing production-grade AI agents across on-prem, hybrid, and cross-cloud environments, offering blueprints, integrations, compute orchestration, observability, security controls, and governance tooling.

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.

EZSync simulates recruiter interviews with 3D AI avatars, offering technical, HR, and behavioral modules. It provides instant AI feedback on communication, confidence, and relevance, tracks progress, and includes resume and cover‑letter tools.

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.

General Reasoning enables the deployment of AI agents for managing long-term tasks across various domains, enhancing operational efficiency and supporting sustainable growth through reliable scalability and practical implementation of AI models for complex problem-solving.

Reflexivity is an investment analysis platform using autonomous AI agents and a knowledge graph to deliver research, document intelligence, smart market screening, portfolio analytics, scenario backtesting, and auditable insights with enterprise data integrations, APIs, and security controls.

Instant Interview.app is a voice-based AI platform that provides realistic mock interviews with adaptive questioning and real-time feedback. It analyzes your spoken responses across multiple metrics and offers tailored practice for specific roles and companies to help you improve.

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

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

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.

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.

HoneyHive delivers AI observability and evaluation for production agents, offering OpenTelemetry tracing across 100+ LLMs, live metrics on quality, safety, latency, cost, drift alerts, offline experimentation, expert annotation, CI/CD integration, and enterprise security.

Agent One is a no‑code platform that lets businesses build white‑labeled AI assistants on custom domains. It supports OpenAI, Claude, and Gemini, offers one‑click deployment, real‑time data fetching, API integration, and multilingual analytics.

Job Interview Guru creates role‑specific interview simulations based on uploaded job details, delivering realistic Q&A. It provides objective, data‑driven feedback, tracks practice progress, and helps users refine timing, tone, and content for confident performance.

Saleswise uses AI to deliver 30‑second comparative market analysis reports, customized listing copy, outreach scripts, and virtual staging. It pulls live U.S./Canada property data, automating repetitive tasks so agents can focus on clients.

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.