GAIA Benchmark Leaderboard: Best AI Agents May 2026
Rankings of the best AI models and agent frameworks on the GAIA benchmark, which tests real-world multi-step tasks requiring web browsing, tool use, and multi-hop reasoning.
Leaderboards
Cost Efficiency Leaderboard: Best AI Performance Per Dollar
Rankings of AI models by cost efficiency in May 2026, comparing performance per dollar across frontier and budget models. Updated with DeepSeek V4, GPT-5.5, and Kimi K2.6.
Embedding Model Leaderboard: MTEB Rankings April 2026
April 2026 rankings of the top embedding models by MTEB score - Gemini Embedding 001, NV-Embed-v2, Qwen3-Embedding-8B, and the new Jina v4 multimodal release compared for RAG and search.
Machine Translation Benchmarks Leaderboard 2026
Rankings of LLMs and dedicated MT systems across FLORES-200, WMT24/25, TICO-19, and MT-GenEval benchmarks with BLEU, COMET, and human evaluation scores.
Audio Understanding Benchmarks Leaderboard 2026
Rankings of the best audio language models on MMAU, MMAU-Pro, and other benchmarks covering speech reasoning, music understanding, and environmental sound identification.
Overall LLM Rankings: April 2026
Comprehensive ranking of the top large language models in April 2026, combining reasoning, coding, knowledge, human preference, and cost-adjusted value across 12 frontier and open-weight models. Updated with Claude Opus 4.7 and Qwen 3.6.
AI Music Generation Leaderboard 2026: Suno, Udio, More
Ranked benchmarks for AI music generation tools covering FAD, CLAP, MOS listening tests, and MusicCaps evaluation - text-to-music, lyric-to-song, and stem remixing.
Code Completion and Generation LLM Leaderboard 2026
Rankings of the best LLMs on code completion benchmarks - HumanEval, LiveCodeBench, BigCodeBench, MBPP, and competitive programming - with methodology notes on contamination. Updated April 2026.
Creative Writing LLM Leaderboard 2026: Fiction Ranked
Rankings of AI models on creative writing quality benchmarks: EQ-Bench Creative Writing v3, Antislop evaluations, and human-preference judging. Which LLMs can actually write?
Edge and Mobile LLM Leaderboard 2026: Phi, Gemma, Qwen
Rankings of the best LLMs for on-device edge inference - phones, laptops without GPUs, Raspberry Pi, and Jetson - scored by quality benchmarks and real tokens/sec on iPhone, MacBook, and Raspberry Pi 5.
Finance LLM Leaderboard 2026: FinBench Scores Ranked
Rankings of AI models on financial reasoning benchmarks: FinanceBench, FinQA, TAT-QA, CFA-Bench, and more - where hallucination costs real money.
Legal AI LLM Leaderboard 2026: LegalBench and CaseHOLD
Rankings of AI models on legal benchmarks - LegalBench, LexGLUE, CaseHOLD, ContractNLI, Bar Exam MBE, and more. Where hallucinated citations already got lawyers sanctioned.
