Explore AI Tools & Discussions in LLM Evaluations

Platforms and frameworks for evaluating, testing, and benchmarking LLM systems and AI applications. These tools provide evaluators and evaluation models to score AI outputs, measure hallucinations, assess RAG quality, detect failures, and optimize model performance. Features include automated testing with LLM-as-a-judge metrics, component-level evaluation with tracing, regression testing in CI/CD pipelines, custom evaluator creation, dataset curation, and real-time monitoring of production systems. Teams use these solutions to validate prompt effectiveness, compare models side-by-side, ensure answer correctness and relevance, identify bias and toxicity, prevent PII leakage, and continuously improve AI product quality through experiments, benchmarks, and performance analytics.

AI Tools in LLM Evaluations (17)

Epoch AI

Academic Research

Research organization investigating AI trends, providing datasets, benchmarks, and analysis on AI models, hardware, and compute for policymakers and researchers.

Encord

23d

Human-in-the-Loop Training

Data development platform for managing, curating, and annotating AI data for training, fine-tuning, and aligning AI models.

Traceloop

25d

Observability Platforms

LLM reliability platform that turns evals and monitors into a continuous feedback loop for faster, more reliable AI app releases.

Latitude

25d

Prompt Management

An AI engineering platform for product teams to build, test, evaluate, and deploy reliable AI agents and prompts.

Laminar

25d

Observability Platforms

Open-source platform to trace, evaluate, and analyze AI agents with real-time observability and powerful evaluation tools.

DX

1mo

Performance Metrics

Developer intelligence platform that measures engineering productivity, tracks AI adoption, and provides actionable insights and tooling to improve developer experience and velocity.

Tinker

2mo

LLM Evaluations

Tinker is an API for efficient LoRA fine-tuning of large language models—you write simple Python scripts with your data and training logic, and Tinker handles distributed GPU training.

Agenta

2mo

Prompt Management

Open-source LLMOps platform for prompt management, evaluation, and observability for developer and product teams.

LLM Stats

2mo

LLM Evaluations

Public leaderboards and benchmark site that publishes verifiable evaluations, scores, and performance metrics for large language models and AI providers.

SciArena

2mo

Academic Research

Open evaluation platform from the Allen Institute for AI where researchers compare and rank foundation models on scientific literature tasks using head-to-head, literature-grounded responses.