huggingface.co valid

ALL Bench Leaderboard 2026

The only AI benchmark leaderboard covering LLM, VLM, Agent, Image, Video, and Music generation in one place.

For agents: Leaderboard comparing AI benchmark scores for LLMs, VLMs, agents, image, video and music generation models in one place.

ai benchmarksllm leaderboardvision language modelsimage generationvideo generationmusic generation

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-23T06:12:20.097Z. Cached copy · Source on huggingface.co

# ALL Bench Leaderboard 2026

> The only AI benchmark leaderboard covering LLM, VLM, Agent, Image, Video, and Music generation in one place.

## Overview

ALL Bench Leaderboard is a unified multi-modal AI evaluation platform. It cross-verifies 91 AI models across 6 modalities (LLM, VLM, Agent, Image Generation, Video Generation, Music Generation) with a 3-tier confidence system. Every score is traceable to its original source.

## Key Facts

- Version: 2.1 (March 2026)
- Total Models: 42 LLMs + 11 VLMs + 10 Agents + 10 Image + 10 Video + 8 Music = 91
- Core Benchmarks: MMLU-Pro, GPQA, AIME, HLE, ARC-AGI-2, FINAL Bench (Metacognition), SWE-Pro, BFCL, IFEval, LiveCodeBench
- Scoring: Composite = Avg(verified benchmarks) × √(N/10)
- 5-Axis Framework: Knowledge, Expert Reasoning, Abstract Reasoning, Metacognition, Execution
- Confidence Levels: Cross-verified (2+ sources), Single-source, Self-reported
- License: MIT

## Links

- Live Leaderboard: https://huggingface.co/spaces/FINAL-Bench/all-bench-leaderboard
- Dataset: https://huggingface.co/datasets/FINAL-Bench/ALL-Bench-Leaderboard
- GitHub: https://github.com/final-bench/ALL-Bench-Leaderboard
- FINAL Bench Dataset: https://huggingface.co/datasets/FINAL-Bench/Metacognitive
- FINAL Bench Leaderboard: https://huggingface.co/spaces/FINAL-Bench/Leaderboard

## Top Models (March 2026)

### LLM Top 5 by Composite Score
1. Gemini 3.1 Pro (Google) — GPQA 94.3, ARC-AGI-2 77.1%
2. GPT-5.2 (OpenAI) — GPQA 93.2, AIME 100
3. Claude Opus 4.6 (Anthropic) — SWE-V 80.8, MMMU-Pro 85.1
4. Grok 4 Heavy (xAI) — GPQA 92.0, ARC-AGI-2 67.5%
5. Kimi K2.5 (Moonshot) — HLE 44.9, Metacog 68.71

### VLM Top 3 by MMMU
1. Gemini 3 Flash — MMMU 87.6%
2. Gemini 3 Pro — MMMU 87.5%
3. GPT-5.2 — MMMU 86.7%

### FINAL Bench Metacognitive Top 3
1. Kimi K2.5 — 68.71
2. GPT-5.2 — 62.76
3. GLM-5 — 62.50

## FINAL Bench

FINAL Bench (Frontier Intelligence Nexus for AGI-Level Verification) measures AI self-correction ability. Error Recovery (ER) explains 94.8% of metacognitive performance variance. 9 frontier models evaluated. Featured in Seoul Shinmun, Asia Economy, IT Chosun (2026.02.27). HuggingFace Datasets global ranking: Top 5.

## API

Free Gradio API with 8 endpoints. No authentication required.
Endpoints: /get_llm_data, /get_vlm_data, /get_agent_data, /get_image_data, /get_video_data, /get_music_data, /get_all_data, /search_models

## Data Format

Single unified JSON file: all_bench_leaderboard_v2.1.json (75KB)
Categories: llm[42], vlm.flagship[11], vlm.lightweight[5], agent[10], image[10], video[10], music[8], confidence{42 models}

Related sites

Other listed sites in AI and machine learning. See the whole category →

Machine-readable: GET /v1/resolve?q=huggingface.co · GET /v1/domain/huggingface.co · this page as Accept: application/json or text/markdown · MCP lookup_domain

Automatically discovered from public files. Inclusion does not imply endorsement or publisher participation.

Claim my listing on Agent Web Map for huggingface.co:
1. POST https://agentwebmap.com/v1/sites/huggingface.co/claims and keep claim_id and claim_secret private.
2. Publish the proof: add the line "AgentWebMap ownership: <token>" (token from step 1) to https://huggingface.co/llms.txt, or use the DNS, meta-tag or well-known method the response describes.
3. POST https://agentwebmap.com/v1/sites/huggingface.co/verify with {"claim_id": "...", "claim_secret": "..."}.
4. Save the api_key from the answer; it manages the listing (PATCH https://agentwebmap.com/v1/sites/huggingface.co).
MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verify

Corrections or removal requests: contact the directory.