Evaluaciones de modelos de IA

Evaluaciones independientes de modelos de IA en capacidades de razonamiento, conocimiento, programación y agentes. Filtra por habilidades y áreas de conocimiento.

AA-LCR v1.1AutomationBench-AATerminal-Bench 4.0SciCodeHumanity's Last ExamGDP.pdfCritPt

Artificial Analysis Intelligence Index v4.3.2

A composite benchmark aggregating ten challenging evaluations to provide a holistic measure of AI capabilities across mathematics, science, coding, and reasoning.

Open Source Models

Artificial Analysis Openness Index

A composite measure providing an industry standard to communicate model openness for users and developers.

AA-Briefcase MethodologyArtificialAnalysis/AA-Briefcase-LiteArtificialAnalysis/Stirrup
Updated

AA-Briefcase v1.1: Agentic Knowledge Work Benchmark

A private evaluation developed by Artificial Analysis for frontier agentic capability in long-horizon knowledge work, testing agents on realistic business workflows that require deliverables such as spreadsheets, presentations, and memos.

NegociosIntelligence IndexConjunto de datos privadoAgénticoTrabajo del conocimientoUso de herramientasRedacciónRazonamientoSeguimiento de instrucciones
GDPval2510.04374openai/gdpval
Updated

GDPval-AA v2.1 Leaderboard

GDPval-AA v2.1 is Artificial Analysis' evaluation framework for OpenAI's GDPval dataset. It tests AI models on real-world tasks across 44 occupations and 9 major industries. Models are given shell access and web browsing capabilities in an agentic loop via Stirrup to solve tasks, with Elo ratings derived from blind pairwise comparisons.

NegociosFinanzasDerechoMedicinaHumanidadesIntelligence IndexAgénticoTrabajo del conocimientoRedacciónRazonamientoSeguimiento de instruccionesUso de herramientasMultimodal
AA-3D MethodologyArtificialAnalysis/Stirrup
New

AA-3D: Interactive 3D Experience Benchmark

A benchmark developed by Artificial Analysis for how well AI models build interactive 3D experiences. Models work as agents in an offline sandbox via Stirrup to turn a written brief into a three.js scene, with Elo ratings derived from blind pairwise votes.

CienciaHumanidadesAgénticoProgramaciónUso de herramientasMultimodal
APEX-Agents Leaderboardmercor/apex-agents2601.14242ArtificialAnalysis/StirrupAA APEX-Agents-AA Methodology

APEX-Agents-AA Benchmark Leaderboard

Artificial Analysis' implementation of the APEX-Agents benchmark, testing AI agents on long-horizon, cross-application tasks in professional-services environments with realistic application tooling.

ProgramaciónAgénticoTrabajo del conocimientoUso de herramientasRazonamiento
AA-AnalystAgent MethodologyArtificialAnalysis/Stirrup

AA-AnalystAgent Benchmark Leaderboard

Artificial Analysis' data analysis benchmark, testing AI agents on their ability to work with spreadsheets and documents to answer quantitative questions a Business Analyst or Data Analyst would face day-to-day.

FinanzasNegociosMatemáticasConjunto de datos privadoAgénticoUso de herramientasRazonamientoFidelidad
Zapier AutomationBench Leaderboard2604.18934zapier/AutomationBenchAutomationBench-AA Methodology

AutomationBench-AA: Agentic SaaS Workflow Benchmark

A benchmark measuring agentic task completion across simulated SaaS application environments, scoring the share of each task's objectives completed without guardrail violations.

NegociosConjunto de datos privadoIntelligence IndexAgénticoUso de herramientasSeguimiento de instrucciones
Harvey LAB-AA v1.1 MethodologyIntroducing Harvey's Legal Agent BenchmarkArtificialAnalysis/Stirrup
Updated

Harvey LAB-AA v1.1 Benchmark Leaderboard

Artificial Analysis' implementation of Harvey's Legal Agent Benchmark (LAB), testing AI agents on real-world legal work from Harvey's dataset of 120 private tasks spanning 24 legal practice areas. v1.1, built in collaboration with Harvey, checks every deliverable against the task's source documents for hallucinations, so work that passes every rubric criterion but contains a material hallucination receives no credit. A panel of three judges grades each deliverable criterion-by-criterion.

DerechoConjunto de datos privadoAgénticoRedacciónRazonamientoContexto extensoSeguimiento de instrucciones
Surge GDP.pdf BenchmarkGDP.pdf Papersurgeai/GDP.pdfLiteParseArtificial Analysis GDP.pdf Methodology

GDP.pdf Benchmark Leaderboard

Artificial Analysis' implementation of Surge AI's GDP.pdf benchmark, testing whether language models can reason over long, real-world professional documents and satisfy detailed task-specific criteria.

NegociosFinanzasDerechoMedicinaCienciaIntelligence IndexMultimodalContexto extensoRazonamientoSeguimiento de instrucciones
EnterpriseOps-Gym PaperArtificialAnalysis/StirrupServiceNow-AI/EnterpriseOps-GymEnterpriseOps-Gym-AA Methodology

EnterpriseOps-Gym-AA Benchmark Leaderboard

Artificial Analysis' independent implementation of ServiceNow's EnterpriseOps-Gym, an agentic benchmark testing whether LLM agents can complete stateful, multi-step enterprise workflows across eight business domains via live tool use, graded on the final state of the underlying databases.

NegociosAgénticoUso de herramientasSeguimiento de instruccionesInteracción con usuarios
2601.11868Terminal-Bench 4.0laude-institute/terminal-bench

Terminal-Bench 4.0 Benchmark Leaderboard

A harder 66-task benchmark of complex terminal work across software, machine learning, science, operations, security, hardware, and media, with recalibrated compute and time allowances and improved instructions, environments, and verifiers.

ProgramaciónIntelligence IndexAgénticoUso de herramientasRazonamientoSeguimiento de instrucciones
Terminal-Bench-Scienceharbor-framework/terminal-bench-scienceTerminal-Bench-Science 0.1 Methodology
New

Terminal-Bench-Science 0.1 Benchmark Leaderboard

A 70-task benchmark of research workflows authored and reviewed by domain experts across the life, physical, earth, mathematical, and engineering sciences, each completed in a terminal and checked by its own set of tests.

CienciaProgramaciónAgénticoUso de herramientasRazonamientoSeguimiento de instrucciones
FrontierCode 1.1FrontierCode 1.1 Methodology
New

FrontierCode 1.1 Benchmark Leaderboard

Artificial Analysis' implementation of Cognition's FrontierCode 1.1, a private agentic coding benchmark that tests models on completing coding tasks in a way that would actually get merged by maintainers of real-world repositories.

ProgramaciónConjunto de datos privadoAgénticoUso de herramientasRazonamientoSeguimiento de instrucciones
AA-LCR MethodologyArtificialAnalysis/AA-LCR

Artificial Analysis Long Context Reasoning Benchmark Leaderboard

A challenging benchmark measuring language models' ability to extract, reason about, and synthesize information from long-form documents ranging from 10k to 100k tokens (measured using the cl100k_base tokenizer).

Intelligence IndexContexto extensoRazonamientoFidelidad
AA-Omniscience MethodologyArtificialAnalysis/AA-Omniscience-Public2511.13029

AA-Omniscience: Knowledge and Hallucination Benchmark

A benchmark measuring factual recall and hallucination across various economically relevant domains.

HumanidadesNegociosFinanzasDerechoMedicinaCienciaIntelligence IndexConjunto de datos privadoFidelidadRazonamiento
SciCode - SciCode Benchmark2407.13168SciCode1/SciCodescicode-bench/SciCode
Under review

SciCode Benchmark Leaderboard

A scientist-curated coding benchmark featuring 288 test set subproblems from 80 laboratory problems across 16 scientific disciplines.

ProgramaciónCienciaMatemáticasIntelligence IndexRazonamiento
agi.safe.ai2501.14249cais/hlecenterforaisafety/hle

Humanity's Last Exam Benchmark Leaderboard

A frontier-level benchmark with 2,500 expert-vetted questions across mathematics, sciences, and humanities, designed to be the final closed-ended academic evaluation.

CienciaMatemáticasHumanidadesMedicinaIntelligence IndexRazonamiento
CritPt Official Website2509.26574CritPt-Benchmark/CritPtCritPt-Benchmark/CritPt
Under review

CritPt Benchmark Leaderboard

A benchmark designed to test LLMs on research-level physics reasoning tasks, featuring 71 composite research challenges.

CienciaIntelligence IndexRazonamiento
Idavidrein/gpqa2311.12022idavidrein/gpqa

GPQA Diamond Benchmark Leaderboard

The most challenging 198 questions from GPQA, where PhD experts achieve 65% accuracy but skilled non-experts only reach 34% despite web access.

CienciaRazonamiento
ArtificialAnalysis/StirrupArtificialAnalysis/ITBench-AA

ITBench-AA Benchmark Leaderboard

Artificial Analysis' implementation of IBM's ITBench benchmark, testing AI agents on Kubernetes incident root-cause analysis from offline incident snapshots. The agent inspects alerts, events, traces, and topology and identifies the contributing-factor entities (deployments, pods, namespaces, network policies, etc.) responsible for the failure.

ProgramaciónConjunto de datos privadoAgénticoUso de herramientasRazonamiento
MMMU2409.02813MMMU/MMMU_ProMMMU-Benchmark/MMMU

MMMU-Pro Benchmark Leaderboard

An enhanced MMMU benchmark that eliminates shortcuts and guessing strategies to more rigorously test multimodal models across 30 academic disciplines.

CienciaHumanidadesMultimodalRazonamiento
Allen Institute for AI (Ai2)allenai/IFBench_test2507.02833allenai/IFBench

IFBench Benchmark Leaderboard

A benchmark evaluating precise instruction-following generalization on 58 diverse, verifiable out-of-domain constraints that test models' ability to follow specific output requirements.

Seguimiento de instrucciones
MLCR-AA MethodologyWisedocsWisedocs-AI/medical-long-context-reasoningWisedocs/mlcr-dataset (public)

Medical Long Context Reasoning (MLCR-AA)

An open benchmark from Wisedocs measuring how well models reason over long, fragmented medical records, performing the multi-document synthesis claims professionals rely on when reviewing insurance and healthcare cases.

MedicinaConjunto de datos privadoContexto extensoRazonamientoFidelidad
2603.04370sierra-research/tau2-bench𝜏³-Banking - Sierra AI

𝜏³-Banking Benchmark Leaderboard

A fintech customer-support benchmark from the 𝜏-Knowledge framework that tests whether agents can navigate a large unstructured knowledge base and execute multi-step tool calls to resolve realistic banking workflows.

FinanzasNegociosHeredadoAgénticoUso de herramientasSeguimiento de instruccionesInteracción con usuarios
2601.11868Terminal-Bench 2.1laude-institute/terminal-bench

Terminal-Bench 2.1 Benchmark Leaderboard

A verified refresh of Terminal-Bench 2.0 — 89 curated tasks across software engineering, system administration, data processing, model training, and security, with environment and instruction fixes so scores reflect agent capability rather than environment gaps.

ProgramaciónHeredadoAgénticoUso de herramientasRazonamientoSeguimiento de instrucciones
Task Registrylaude-institute/terminal-bench

Terminal-Bench Hard Benchmark Leaderboard

An agentic benchmark evaluating AI capabilities in terminal environments through software engineering, system administration, and data processing tasks.

ProgramaciónHeredadoAgénticoUso de herramientasRazonamientoContexto extensoSeguimiento de instrucciones
𝜏²-bench - Sierra AI2506.07982sierra-research/tau2-bench

𝜏²-Bench Telecom Benchmark Leaderboard

A dual-control conversational AI benchmark simulating technical support scenarios where both agent and user must coordinate actions to resolve telecom service issues.

NegociosHeredadoAgénticoUso de herramientasSeguimiento de instruccionesFidelidadInteracción con usuarios
TIGER-Lab/MMLU-Pro2406.01574TIGER-AI-Lab/MMLU-Pro

MMLU-Pro Benchmark Leaderboard

An enhanced version of MMLU with 12,000 graduate-level questions across 14 subject areas, featuring ten answer options and deeper reasoning requirements.

HumanidadesCienciaMatemáticasNegociosDerechoMedicinaHeredadoRazonamientoSeguimiento de instrucciones
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code2403.07974livecodebench (Live Code Bench)LiveCodeBench/LiveCodeBench

LiveCodeBench Benchmark Leaderboard

A contamination-free coding benchmark that continuously harvests fresh competitive programming problems from LeetCode, AtCoder, and CodeForces, evaluating code generation, self-repair, and execution.

ProgramaciónMatemáticasHeredadoRazonamiento
HuggingFaceH4/MATH-5002103.03874openai/prm800k

MATH-500 Benchmark Leaderboard

A 500-problem subset from the MATH dataset, featuring competition-level mathematics across six domains including algebra, geometry, and number theory.

MatemáticasHeredadoRazonamiento
2025 AIME II

AIME 2025 Benchmark Leaderboard

All 30 problems from the 2025 American Invitational Mathematics Examination, testing olympiad-level mathematical reasoning with integer answers from 000-999.

MatemáticasHeredadoRazonamiento
CohereLabs/Global-MMLU-LiteOriginal MMLU PaperMultilingual Reasoning

Global-MMLU-Lite Benchmark Leaderboard

A lightweight, multilingual version of MMLU, designed to evaluate knowledge and reasoning skills across a diverse range of languages and cultural contexts.

HumanidadesCienciaMatemáticasNegociosMultilingüeHeredadoRazonamientoSeguimiento de instrucciones