MODEL LEADERBOARDS
模型排行
名次原样来自各评测机构自己的官方榜单,定时同步。各板块的尺子不同(Arena 是人类偏好 Elo、Terminal-Bench 是任务成功率、SWE-bench 是 issue 解决率),分数只在同一板块内可比 —— 跨板块拼成一个综合分,只会得到看似可比、实则不可比的数字。这一页给出三件事:梯顶是谁、领先多少、成绩测于何时。
- 官方板块
- 12
- 排名条目
- 517
- 评测机构
- 6
最近同步 2026年11月12日每板块显示官方前 25 名,脚注给出全榜入口。
大语言模型
2 个板块 · 100 条排名Artificial Analysis 智能指数榜
artificialanalysis.ai排序键: 官方智能指数(越高越好)Artificial Analysis 的官方综合智能指数:把知识、推理与 agent 任务的一整套评测归一成单一刻度,是当前跨厂商最常被引用的「绝对能力」度量。同一模型的不同推理档位(max/xhigh/high)按官方口径分列。
| 名次 | 模型 | 智能指数 | 输入 $/M | 输出 $/M | 备注 |
|---|---|---|---|---|---|
| 1 | Claude Fable 5.2 (max)Anthropic | 64.56 | $8 | $40 | 1M · 2026-11-09 |
| 2 | Claude Fable 5.2 (xhigh)Anthropic | 62.22 | $8 | $40 | 1M · 2026-11-09 |
| 3 | Claude Fable 5.2 (high)Anthropic | 61.82 | $8 | $40 | 1M · 2026-11-09 |
| 4 | Gemini 4 Carbon (high)Google | 60.03 | $4 | $20 | 1M · 2026-10-28 |
| 5 | Claude Opus 5.5 (max)Anthropic | 59.11 | $4 | $20 | 1M · 2026-09-22 |
| 6 | Gemini 4 Carbon (medium)Google | 58.26 | $4 | $20 | 1M · 2026-10-28 |
| 7 | Claude Opus 5.5 (xhigh)Anthropic | 57.44 | $4 | $20 | 1M · 2026-09-22 |
| 8 | GPT-6 Astra (max)OpenAI | 56.85 | $10 | $50 | 1M · 2026-09-03 |
| 9 | Claude Fable 5.2 (medium)Anthropic | 56.41 | $8 | $40 | 1M · 2026-11-09 |
| 10 | GPT-6 Astra (xhigh)OpenAI | 55.31 | $10 | $50 | 1M · 2026-09-03 |
| 11 | GPT-6 Astra (high)OpenAI | 54.85 | $10 | $50 | 1M · 2026-09-03 |
| 12 | GPT-6.1 Sol (max)OpenAI | 54.61 | $2 | $10 | 1M · 2026-09-29 |
| 13 | Claude Sonnet 5.5 (max)Anthropic | 54.54 | $2 | $10 | 1M · 2026-09-28 |
| 14 | Gemini 4 Carbon (low)Google | 54.22 | $4 | $20 | 1M · 2026-10-28 |
| 15 | Claude Fable 5.2 (low)Anthropic | 53.92 | $8 | $40 | 1M · 2026-11-09 |
| 16 | GPT-6.1 Sol (xhigh)OpenAI | 52.46 | $2 | $10 | 1M · 2026-09-29 |
| 17 | Claude Opus 5.5 (high)Anthropic | 51.84 | $4 | $20 | 1M · 2026-09-22 |
| 18 | GPT-6 Astra (medium)OpenAI | 51.55 | $10 | $50 | 1M · 2026-09-03 |
| 19 | GPT-6.1 Terra (max)OpenAI | 51.33 | $1 | $5 | 1M · 2026-10-26 |
| 20 | Gemini 4 Argon (high)Google | 50.41 | $4 | $20 | 1M · 2026-09-30 |
| 21 | GPT-6.1 Sol (high)OpenAI | 50.33 | $2 | $10 | 1M · 2026-09-29 |
| 22 | Muse Wonder Full (max)Meta | 50.08 | — | — | 1M · 2026-10-12 |
| 23 | Claude Sonnet 5.5 (xhigh)Anthropic | 49.92 | $2 | $10 | 1M · 2026-09-28 |
| 24 | Claude Opus 5.5 (medium)Anthropic | 48.21 | $4 | $20 | 1M · 2026-09-22 |
| 25 | Kimi K3.1 ProKimi | 46.45 | $2 | $10 | 1M · 开源 · 2026-10-23 |
Arena 文本对话总榜
arena.ai排序键: Arena 偏好分(越高越好)全球最大规模的人类偏好盲测:LMArena(现 Arena)持续收集真实用户匿名对战投票,以 Elo 风格排名反映模型体感强度。
| 名次 | 模型 | Arena 分 | 票数 |
|---|---|---|---|
| 1 | Gemini 4 Carbon (High)google | 1538±9.5 | 4,282 |
| 2 | Gemini 4 Argon (High)google | 1530±5.4 | 19,787 |
| 3 | Claude Opus 5.5 (High)anthropic | 1513±6.0 | 15,249 |
| 4 | Claude Fable 5.1 (Max)anthropic | 1512±5.5 | 20,087 |
| 5 | Claude Opus 5 (Max)anthropic | 1506±4.7 | 35,710 |
| 6 | Muse Wonder (Max)meta | 1503±6.3 | 12,032 |
| 7 | Claude Opus 5 (High)anthropic | 1502±3.6 | 73,697 |
| 8 | Claude Opus 4.6 (High)anthropic | 1502±3.2 | 84,424 |
| 9 | Gemini 3.8 Flash (High)google | 1500±4.2 | 61,143 |
| 10 | Claude Opus 4.6anthropic | 1497±3.2 | 89,228 |
| 11 | MiMo-V2.6-Proxiaomi | 1492±9.4 | 4,066 |
| 12 | Claude Fable 5 (High)anthropic | 1492±4.2 | 45,524 |
| 13 | Muse Spark 1.3 (Max)meta | 1491±5.1 | 26,111 |
| 14 | Claude Opus 4.7 (High)anthropic | 1490±3.8 | 64,308 |
| 15 | Gemini 3.7 Flash (High)google | 1489±4.7 | 33,300 |
| 16 | Qwen3.8-Maxalibaba | 1485±4.6 | 36,324 |
| 17 | Muse Spark 1.2 (xHigh)meta | 1484±5.9 | 15,004 |
| 18 | Claude Opus 4.7anthropic | 1483±3.8 | 65,369 |
| 19 | Gemini 3.5 Flash (High)google | 1483±3.9 | 47,642 |
| 20 | Gemini 3.1 Pro Previewgoogle | 1480±2.9 | 132,296 |
| 21 | Gemini 3 Progoogle | 1480±3.8 | 41,829 |
| 22 | Gemini 3.6 Flash (High)google | 1479±4.4 | 35,405 |
| 23 | Muse Spark 1.1meta | 1479±4.1 | 45,562 |
| 24 | Gemini 3.5 Flash (Medium)google | 1478±4.1 | 46,377 |
| 25 | GLM-5.3 (Max)zai | 1476±4.7 | 31,017 |
Agent 智能体
2 个板块 · 98 条排名Arena Agent 榜
arena.ai排序键: IPS 分(百分点,越高越好)Arena 的 Agent 综合评测:IPS 分衡量模型在真实工具链任务上的净提升,并附官方任务成本。
| 名次 | 模型 | IPS 分 (%) | 任务成本 P50 |
|---|---|---|---|
| 1 | Claude Fable 5.2 (Max)anthropic | 30.35%±3.9 | $7.43 |
| 2 | Claude Opus 5.5 (Max)anthropic | 19.52%±2.0 | $5.47 |
| 3 | Gemini 4 Carbon (High)google | 16.98%±0.7 | $1.46 |
| 4 | Claude Sonnet 5.5 (Max)anthropic | 15.95%±2.8 | $3.35 |
| 5 | Claude Fable 5.1 (Max)anthropic | 14.82%±2.1 | $7.62 |
| 6 | GPT-6 Astra (Max)openai | 14.54%±2.0 | $6.1 |
| 7 | GPT-6.1 Sol (Max)openai | 12.46%±1.1 | $1.06 |
| 8 | GPT-6.1 Terra (Max)openai | 12%±1.3 | $0.89 |
| 9 | Gemini 4 Argon (High)google | 10.74%±0.9 | $0.73 |
| 10 | Muse Wonder Full (Max)meta | 8.96%±0.9 | — |
| 11 | Claude Fable 5 (High)anthropic | 7.3%±1.1 | $3.34 |
| 12 | Claude Opus 5 (Max)anthropic | 7.23%±1.3 | $4.34 |
| 13 | GPT-6 Sol (Max)openai | 6.91%±1.5 | $1.67 |
| 14 | Hy4tencent | 5.26%±1.3 | $0.61 |
| 15 | Kimi K3.1 Pro (Max)moonshot | 4.9%±1.1 | $1.23 |
| 16 | GPT-5.6 Sol (xHigh)openai | 4.63%±1.1 | $1.61 |
| 17 | Grok 4.7 (xHigh)xai | 2.56%±1.5 | $2.79 |
| 18 | Inkling 2 Smallthinky | 2.51%±1.5 | $0.26 |
| 19 | MiMo-V2.6-Proxiaomi | 2.4%±0.9 | $0.16 |
| 20 | Gemini 3.8 Flash (High)google | 2.3%±0.9 | $0.66 |
| 21 | Muse Spark 1.3 (Max)meta | 2.19%±0.9 | $0.46 |
| 22 | DeepSeek-V4.1-Flash-20261017 (Max)deepseek | 2%±0.5 | $0.14 |
| 23 | Claude Sonnet 5 (High)anthropic | 2%±1.2 | $0.95 |
| 24 | Muse Wonder (Max)meta | 1.77%±1.3 | $1.18 |
| 25 | Muse Ember (Max)meta | 1.67%±2.2 | $0.02 |
Terminal-Bench 4.0
tbench.ai排序键: 任务成功率 %终端 agent 硬核基准:真实 shell/工程任务的成功率、成本与 token 消耗,由 Laude Institute 维护。
| 名次 | 模型 | 成功率 % | pass@5 | 试验数 | 备注 |
|---|---|---|---|---|---|
| 1 | Opus 5.5Anthropic · Claude Code | 64.9% | 78.8% | 330 | Claude Code · $4.7k · 2026-09-22 |
| 2 | Sonnet 5.5Anthropic · Claude Code | 61.8% | 77.3% | 330 | Claude Code · $7.3k · 2026-09-28 |
| 3 | Kimi K3.1 ProMoonshot AI · Claude Code | 60.9% | 84.9% | 330 | Claude Code · $1.1k · 2026-10-24 |
| 4 | GPT-6.1 SolOpenAI · Codex | 58.2% | 74.2% | 330 | Codex · $634.24 · 2026-09-29 |
| 4 | GPT-6 AstraOpenAI · Codex | 58.2% | 71.2% | 330 | Codex · $3.3k · 2026-09-03 |
| 6 | Fable 5.1Anthropic · Claude Code | 57.9% | 75.8% | 330 | Claude Code · $4.9k · 2026-09-01 |
| 6 | GPT-6 AstraOpenAI · Codex | 57.9% | 71.2% | 330 | Codex · $2.3k · 2026-09-03 |
| 6 | GPT-6 AstraOpenAI · Codex | 57.9% | 69.7% | 330 | Codex · $2.4k · 2026-09-03 |
| 6 | Fable 5.1Anthropic · Claude Code | 57.9% | 78.8% | 330 | Claude Code · $6.2k · 2026-09-01 |
| 10 | Fable 5.1Anthropic · Claude Code | 54.6% | 75.8% | 330 | Claude Code · $4.0k · 2026-09-01 |
| 11 | GPT-6 AstraOpenAI · Codex | 54.2% | 66.7% | 330 | Codex · $1.9k · 2026-09-03 |
| 12 | Opus 5Anthropic · Claude Code | 53.9% | 69.7% | 330 | Claude Code · $6.1k · 2026-07-24 |
| 12 | Fable 5.1Anthropic · Claude Code | 53.9% | 71.2% | 330 | Claude Code · $2.8k · 2026-09-01 |
| 14 | Opus 5Anthropic · Claude Code | 51.8% | 69.7% | 330 | Claude Code · $6.0k · 2026-07-24 |
| 14 | GPT-6.1 TerraOpenAI · Codex | 51.8% | 63.6% | 330 | Codex · $874.44 · 2026-10-26 |
| 16 | GPT-6 AstraOpenAI · Codex | 50.6% | 63.6% | 330 | Codex · $1.6k · 2026-09-03 |
| 17 | Opus 5Anthropic · Claude Code | 50.3% | 74.2% | 330 | Claude Code · $4.7k · 2026-07-24 |
| 18 | GPT-6 SolOpenAI · Codex | 49.4% | 66.7% | 330 | Codex · $1.5k · 2026-09-22 |
| 19 | Muse WonderMeta · Muse Code | 47% | 71.2% | 330 | Muse Code · $2.5k · 2026-10-12 |
| 20 | Opus 5Anthropic · Claude Code | 44.9% | 69.7% | 330 | Claude Code · $3.2k · 2026-07-24 |
| 21 | Fable 5Anthropic · Claude Code | 44.6% | 68.2% | 330 | Claude Code · $7.3k · 2026-06-09 |
| 22 | Fable 5.1Anthropic · Claude Code | 43.3% | 65.1% | 330 | Claude Code · $2.4k · 2026-09-01 |
| 23 | GLM-5.3Z.ai · Claude Code | 41.8% | 57.6% | 330 | Claude Code · $2.7k · 2026-08-14 |
| 24 | Haiku 5.5Anthropic · Claude Code | 40% | 62.1% | 330 | Claude Code · $952.47 · 2026-10-07 |
| 24 | DeepSeek V4.1 Flash 1017DeepSeek · Claude Code | 40% | 65.1% | 330 | Claude Code · $184.89 · 2026-10-17 |
代码
1 个板块 · 49 条排名SWE-bench Verified
swe-bench.com排序键: issue 解决率 %真实 GitHub issue 修复基准(OpenAI 人工校验子集):agent 端到端解决率是代码模型最硬的公开指标。
| 名次 | 模型 | 解决率 % | 成本 $ | 备注 |
|---|---|---|---|---|
| 1 | Sonar Foundation Agent + Claude 4.5 OpusAnthropic | 79.2% | — | 2025-12-05 |
| 2 | live-SWE-agent + Claude 4.5 OpusAnthropic | 79.2% | — | 2025-12-15 |
| 3 | TRAE + Doubao-Seed-CodeByteDance | 78.8% | — | 2025-09-28 |
| 4 | live-SWE-agent + Gemini 3 Pro PreviewGoogle DeepMind | 77.4% | — | 2025-11-20 |
| 5 | EPAM AI/Run Developer Agent + Claude 4 SonnetAnthropic | 76.8% | — | 2025-08-04 |
| 6 | Atlassian Rovo Dev + MultipleAnthropic | 76.8% | — | 2025-09-02 |
| 7 | mini-SWE-agent + Claude 4.5 OpusAnthropic | 76.8% | $376.95 | 2026-02-17 |
| 8 | ACoder + MultipleAnthropic | 76.4% | — | 2025-08-19 |
| 9 | mini-SWE-agent + Gemini 3 FlashGoogle DeepMind | 75.8% | $177.98 | 2026-02-17 |
| 10 | mini-SWE-agent + MiniMax M2.5Minimax | 75.8% | $36.64 | 2026-02-17 |
| 11 | Warp + MultipleOpenAI | 75.6% | — | 2025-09-01 |
| 12 | mini-SWE-agent + Claude 4.6 OpusAnthropic | 75.6% | $275.76 | 2026-02-17 |
| 13 | TRAE + MultipleAnthropic | 75.2% | — | 2025-06-12 |
| 14 | Harness AI + Claude Sonnet 4Anthropic | 74.8% | — | 2025-07-31 |
| 15 | Sonar Foundation Agent + Claude 4.5 SonnetAnthropic | 74.8% | — | 2025-11-03 |
| 16 | Lingxi-v1.5 + Claude 4 SonnetAnthropic | 74.6% | — | 2025-07-20 |
| 17 | JoyCode + MultipleAnthropic | 74.6% | — | 2025-09-15 |
| 18 | Refact.ai Agent + MultipleAnthropic | 74.4% | — | 2025-06-03 |
| 19 | Prometheus-v1.2.1 + GPT-5OpenAI | 74.4% | — | 2025-10-15 |
| 20 | mini-SWE-agent + Claude 4.5 OpusAnthropic | 74.4% | $360.62 | 2025-11-24 |
| 21 | mini-SWE-agent + Gemini 3 Pro PreviewGoogle DeepMind | 74.2% | $229.98 | 2025-11-18 |
| 22 | Salesforce AI Research SAGE + MultipleAnthropic | 73.8% | — | 2025-11-03 |
| 23 | Tools + Claude 4 OpusAnthropic | 73.2% | — | 2025-05-22 |
| 24 | Salesforce AI Research SAGE + MultipleAnthropic | 73% | — | 2025-10-21 |
| 25 | mini-SWE-agent + GLM 5Z-AI | 72.8% | $267.19 | 2026-02-17 |
图像生成
2 个板块 · 100 条排名Arena 文生图榜
arena.ai排序键: Arena 偏好分(越高越好)Arena 文生图人类偏好榜:同一提示词双模型盲评, Elo 分与票数反映社区体感画质。
| 名次 | 模型 | Arena 分 | 票数 |
|---|---|---|---|
| 1 | GPT-Image-2.5 Sunburstopenai | 1429±5.3 | 57,928 |
| 2 | GPT-Image-2.6 Sunburst (Medium)openai | 1406±13.4 | 2,718 |
| 3 | GPT-Image-2.5 Flareopenai | 1400±5.1 | 57,020 |
| 4 | GPT-Image-2.6 Flare (Medium)openai | 1383±13.1 | 2,551 |
| 5 | GPT-Image-2 (Medium)openai | 1382±3.9 | 106,021 |
| 6 | MAI-Image-2.6microsoft-ai | 1329±5.2 | 38,700 |
| 7 | Gemini Nano Banana 2.1google | 1328±9.1 | 4,966 |
| 8 | Grok Imagine Image 2.0xai | 1319±7.5 | 9,959 |
| 9 | Reve 2.1reve | 1302±7.6 | 7,909 |
| 10 | Grok Imagine Image 2.0 (20260801)xai | 1288±5.3 | 32,600 |
| 11 | Reve 2.0reve | 1268±6.2 | 15,323 |
| 12 | Muse Imagemeta | 1266±4.5 | 57,330 |
| 13 | Gemini 3.1 Flash Image (nano-banana-2, Web Search)google | 1256±3.9 | 77,579 |
| 14 | Qwen-Image-3.0-Proalibaba | 1254±6.6 | 10,915 |
| 15 | MAI-Image-2.5microsoft-ai | 1253±4.2 | 59,127 |
| 16 | Gemini 3.1 Flash-Lite Image (nano-banana-2-lite)google | 1249±6.1 | 17,149 |
| 17 | Seedream 5.0 Probytedance | 1249±3.8 | 107,413 |
| 18 | Gemini 3 Pro Image (nano-banana-pro, 2K)google | 1246±3.0 | 185,022 |
| 19 | GPT-Image-1.5 (High Fidelity)openai | 1236±3.1 | 169,495 |
| 20 | Gemini 3 Pro Image Preview (nano-banana-pro)google | 1231±4.9 | 83,834 |
| 21 | Qwen-Image-2.1alibaba | 1227±6.3 | 17,883 |
| 22 | Ideogram 4.0 (Quality)ideogram | 1199±3.8 | 77,406 |
| 23 | Qwen-Image-2.0-Pro (2026-06-22)alibaba | 1190±5.9 | 12,670 |
| 24 | UNI-1.1 Maxluma-ai | 1188±6.2 | 13,748 |
| 25 | MAI-Image-2microsoft-ai | 1183±4.6 | 50,455 |
Arena 图像编辑榜
arena.ai排序键: Arena 偏好分(越高越好)Arena 图像编辑人类偏好榜:指令编辑保真度与指令遵循的盲评排名。
| 名次 | 模型 | Arena 分 | 票数 |
|---|---|---|---|
| 1 | GPT-Image-2.5 Sunburstopenai | 1520±4.7 | 120,359 |
| 2 | GPT-Image-2.5 Flareopenai | 1484±4.5 | 117,429 |
| 3 | GPT-Image-2.6 Sunburst (Medium)openai | 1477±10.5 | 3,520 |
| 4 | MAI-Image-2.7-Previewmicrosoft-ai | 1468±6.2 | 20,315 |
| 5 | GPT-Image-2 (Medium)openai | 1461±3.0 | 355,469 |
| 6 | GPT-Image-2.6 Flare (Medium)openai | 1460±10.4 | 3,558 |
| 7 | Grok Imagine Image 2.0xai | 1437±5.8 | 34,005 |
| 8 | MAI-Image-2.6microsoft-ai | 1428±4.7 | 83,022 |
| 9 | Gemini Nano Banana 2.1google | 1427±6.0 | 12,071 |
| 10 | Grok Imagine Image 2.0 (20260801)xai | 1418±4.3 | 121,860 |
| 11 | Krea 3 Ultrakrea | 1411±11.5 | 2,629 |
| 12 | MAI-Image-2.5microsoft-ai | 1400±3.7 | 183,608 |
| 13 | Muse Imagemeta | 1400±3.8 | 195,504 |
| 14 | Seedream 5.0 Probytedance | 1391±3.2 | 337,529 |
| 15 | Grok Imagine Image (Quality, 20260519)xai | 1391±5.6 | 37,154 |
| 16 | Gemini 3 Pro Image (nano-banana-pro, 2K)google | 1391±2.5 | 683,438 |
| 17 | ChatGPT Image Latest (High Fidelity, 20251216)openai | 1387±2.6 | 658,380 |
| 18 | Gemini 3.1 Flash Image (nano-banana-2, Web Search)google | 1387±3.1 | 268,912 |
| 19 | Gemini 3 Pro Image Preview (nano-banana-pro)google | 1385±2.9 | 533,223 |
| 20 | Reve 2.1reve | 1373±6.1 | 19,899 |
| 21 | GPT-Image-1.5 (High Fidelity)openai | 1367±2.6 | 683,303 |
| 22 | Qwen-Image-2.1alibaba | 1363±6.1 | 38,085 |
| 23 | Reve 2.0reve | 1359±6.5 | 18,628 |
| 24 | Ideogram 4.5ideogram | 1346±4.3 | 96,656 |
| 25 | UNI-1.1 Maxluma-ai | 1333±4.9 | 42,267 |
视频生成
2 个板块 · 100 条排名Arena 文生视频榜
arena.ai排序键: Arena 偏好分(越高越好)Arena 文生视频人类偏好榜:运动质量、提示词遵循与美感的双盲投票排名。
| 名次 | 模型 | Arena 分 | 票数 |
|---|---|---|---|
| 1 | Gemini Omni 1.2 Flashgoogle | 1540±15.6 | 1,714 |
| 2 | Gemini Omni 1.1 Flashgoogle | 1513±15.3 | 1,792 |
| 3 | gemini-omni-flashgoogle | 1509±8.4 | 46,707 |
| 4 | FLUX 3 Videobfl | 1491±17.0 | 1,314 |
| 5 | Grok Imagine Video 1.5xai | 1488±18.6 | 1,249 |
| 6 | Dreamina Seedance 2.0 (720p)bytedance | 1483±7.9 | 72,137 |
| 7 | Dreamina Seedance 2.5 (720p)bytedance | 1479±8.3 | 25,421 |
| 8 | Wan 3.0alibaba | 1476±11.6 | 3,060 |
| 9 | SkyReels V4skyreel | 1459±18.3 | 1,060 |
| 10 | Muse Videometa | 1457±14.6 | 2,225 |
| 11 | MiniMax H3minimax | 1456±8.1 | 29,257 |
| 12 | HappyHorse 1.0aorizon | 1429±12.5 | 22,896 |
| 13 | Sora 2 Proopenai | 1367±6.6 | 55,965 |
| 14 | Veo 3.1 (Audio)google | 1363±14.4 | 13,790 |
| 15 | Veo 3.1 (Audio, 1080p)google | 1363±10.2 | 25,636 |
| 16 | Veo 3.1 Fast (Audio)google | 1361±10.4 | 40,278 |
| 17 | Veo 3.1 Fast (Audio, 1080p)google | 1359±9.8 | 26,483 |
| 18 | Veo 3 Fast (Audio)google | 1347±11.3 | 25,277 |
| 19 | Sora 2openai | 1342±6.1 | 73,992 |
| 20 | Grok Imagine Video (720p)xai | 1341±6.2 | 190,109 |
| 21 | Veo 3 (Audio)google | 1340±12.6 | 19,032 |
| 22 | Wan 2.7alibaba | 1337±7.0 | 48,517 |
| 23 | Wan 2.6alibaba | 1324±7.1 | 75,753 |
| 24 | Seedance 1.5 Probytedance | 1256±6.7 | 77,992 |
| 25 | Veo 3google | 1254±11.2 | 15,017 |
Arena 图生视频榜
arena.ai排序键: Arena 偏好分(越高越好)Arena 图生视频人类偏好榜:首帧保持与运动合理性的双盲投票排名。
| 名次 | 模型 | Arena 分 | 票数 |
|---|---|---|---|
| 1 | Gemini Omni 1.2 Flashgoogle | 1503±11.8 | 2,666 |
| 2 | Dreamina Seedance 2.5 (720p)bytedance | 1494±8.0 | 42,724 |
| 3 | MiniMax H3minimax | 1493±5.6 | 121,481 |
| 4 | Gemini Omni 1.1 Flashgoogle | 1487±11.0 | 3,725 |
| 5 | Wan 3.0alibaba | 1482±10.8 | 3,437 |
| 6 | Dreamina Seedance 2.0 (720p)bytedance | 1480±7.0 | 148,231 |
| 7 | SkyReels V4skyreel | 1475±15.6 | 1,542 |
| 8 | gemini-omni-flashgoogle | 1463±5.5 | 136,190 |
| 9 | HiDream-O1-Video-1.0hidream | 1458±8.6 | 25,149 |
| 10 | Grok Imagine Video 1.5 (720p)xai | 1453±4.6 | 197,120 |
| 11 | FLUX 3 Video (20260811)bfl | 1451±5.9 | 84,298 |
| 12 | HappyHorse 1.0aorizon | 1443±10.2 | 73,331 |
| 13 | Wan 2.7alibaba | 1427±5.7 | 108,756 |
| 14 | Grok Imagine Video (720p)xai | 1411±4.2 | 624,829 |
| 15 | Veo 3.1 (Audio)google | 1399±10.5 | 25,246 |
| 16 | Veo 3.1 (Audio, 1080p)google | 1388±8.5 | 54,737 |
| 17 | Veo 3.1 Fast (Audio)google | 1386±8.8 | 102,572 |
| 18 | Grok Imagine Video (480p)xai | 1385±8.3 | 19,833 |
| 19 | Veo 3.1 Fast (Audio, 1080p)google | 1373±9.3 | 56,047 |
| 20 | Vidu Q3 Proshengshu | 1363±8.5 | 38,498 |
| 21 | Kling 3.0 Prokling | 1353±5.4 | 263,258 |
| 22 | Veo 3 (Audio)google | 1331±11.4 | 32,395 |
| 23 | Veo 3 Fast (Audio)google | 1327±9.4 | 41,228 |
| 24 | Wan 2.5 Previewalibaba | 1322±10.3 | 17,048 |
| 25 | Wan 2.6alibaba | 1309±6.6 | 141,910 |
3D 生成
1 个板块 · 6 条排名T3 Bench 3D 生成榜
t3bench.com排序键: GPT-4V 评测均分文本到 3D 官方基准:单物体、带背景与多物体三档的 GPT-4V 评测均分。
| 名次 | 模型 | 平均 | 单物体 | 单物体+背景 | 多物体 |
|---|---|---|---|---|---|
| 1 | ProlificDreamer | 43.3 | 49.4 | 44.8 | 35.8 |
| 2 | Magic3D | 32.7 | 37 | 35.4 | 25.7 |
| 3 | LatentNeRF | 28.1 | 33.1 | 30.6 | 20.6 |
| 4 | Fantasia3D | 24 | 26.4 | 27 | 18.5 |
| 5 | DreamFusion | 21.7 | 24.4 | 24.6 | 16.1 |
| 6 | SJC | 18.7 | 24.7 | 19.8 | 11.7 |
具身智能
2 个板块 · 64 条排名RoboDojo 仿真榜
robodojo-benchmark.com排序键: 官方综合得分具身策略统一评测:42 项仿真任务,泛化/精准/长程/记忆/开放五维。
| 名次 | 模型 | 泛化·标准 | 泛化·随机 | 精准 | 长程 | 记忆 | 开放 | 平均 |
|---|---|---|---|---|---|---|---|---|
| 1 | WALL-OSS-1.0-liteX Square Robot | 53.4 | 39.9 | 38.2 | 49.9 | 57.4 | 20.8 | 42.6 |
| 2 | VPP2RobotEra | 52.1 | 20.6 | 43 | 56.3 | 56 | 4.6 | 39.3 |
| 3 | Awomo-0.5Awomo | 37.7 | 22.9 | 39.7 | 40.4 | 42.3 | 24.1 | 35.3 |
| 4 | Simate-betaSimate | 40.5 | 29.6 | 34.4 | 57.8 | 33.3 | 9.1 | 34 |
| 5 | Rex-M1 PreviewFT Lab & VisIncept | 42.6 | 25.5 | 32.8 | 46.9 | 48.5 | 6.7 | 33.8 |
| 6 | HWM-0 PreviewHorizon Robotics | 37.6 | 16.4 | 37.6 | 46 | 46.9 | 6.6 | 32.8 |
| 7 | VPP2-PreviewRobotEra | 43.9 | 18.8 | 33.8 | 35.3 | 50.8 | 5.8 | 31.4 |
| 8 | InternW0-ΔShanghai AI Lab | 41 | 19.2 | 32 | 46.3 | 34.7 | 10.8 | 30.8 |
| 9 | Liber-0 PreviewLiberAI | 39.3 | 10.7 | 38.3 | 46 | 37.8 | 6.7 | 30.7 |
| 10 | Liber-0 LiteLiberAI | 39.8 | 10.9 | 36.6 | 45.5 | 35.7 | 3.1 | 29.2 |
| 11 | DM0.5Dexmal | 23.5 | 8.1 | 24.8 | 33.7 | 47.7 | 2.4 | 24.9 |
| 12 | ME-Brain-1.0Li Auto Inc. | 29.6 | 14 | 24.2 | 33 | 23.5 | 5.8 | 21.7 |
| 13 | GalaxeaVLA (G0.5)Galaxea AI | 27.7 | 9.2 | 28.3 | 44.1 | 8.6 | 1.7 | 20.2 |
| 14 | Xiaomi-Robotics-1Xiaomi Robotics | 35.7 | 11.4 | 26.7 | 38.4 | 7.8 | 3.9 | 20.1 |
| 15 | MachEmbodied-U0Li Auto Inc. | 25.3 | 6.9 | 24.2 | 36.7 | 8.2 | 3.8 | 17.8 |
| 16 | OpenWAM-αOpenWAM Team | 33.2 | 8.3 | 18.5 | 34.9 | 10.4 | 1.4 | 17.2 |
| 17 | EWAMEWAM Team | 24 | 6.2 | 22.2 | 30.2 | 7.4 | 1.1 | 15.2 |
| 18 | Meituan-Robotics-0Meituan Robotics | 19.3 | 8.2 | 16.8 | 29.6 | 10.1 | 4.5 | 15 |
| 19 | HWM-CogWAMHorizon Robotics | 23.5 | 2.1 | 20.5 | 27.4 | 8.2 | 2.9 | 14.3 |
| 20 | Hy-Embodied-0.5-VLATencent Robotics X | 22 | 1.6 | 13.8 | 25.7 | 13.4 | 0.7 | 13.1 |
| 21 | KinRTIIGroup | 20.9 | 7.1 | 15.7 | 26.4 | 4.8 | 4.2 | 13 |
| 22 | SimpleMemVLASimpleMemVLA Team | 10.4 | 2.3 | 7.4 | 14.6 | 33.7 | 0.9 | 12.6 |
| 23 | Spatial ForcingOpenHelix Robotics | 21.3 | 7 | 17.3 | 23.3 | 5.4 | 1.8 | 12.4 |
| 24 | Pi-05 | 20.9 | 5.8 | 12.4 | 23.5 | 5.9 | 2 | 11.4 |
| 25 | InternVLA-A1.5InternVLA Team | 16.8 | 3.9 | 15.2 | 23.8 | 4.9 | 1.4 | 11.2 |
RoboDojo 真机榜
robodojo-benchmark.com排序键: 官方综合得分具身策略真机评测:ARX X5 / Piper / Piper X 三平台 18 项任务。
| 名次 | 模型 | ARX X5 | Piper | Piper X | 平均 |
|---|---|---|---|---|---|
| 1 | SLA-PreviewHKUST(GZ) & OLA | 50.3 | 60.3 | 16.3 | 42.3 |
| 2 | InternW0-ΔShanghai AI Lab | 59.7 | 39.3 | 17.8 | 38.9 |
| 3 | OpenWAM-αOpenWAM Team | 39 | 46.7 | 27.2 | 37.6 |
| 4 | MWA-Phoenix-PreviewAnyverse & OpenPhoenix | 29 | 58 | 18.8 | 35.3 |
| 5 | Pi-05RoboDojo Team | 27.7 | 32 | 9.1 | 22.9 |
| 6 | InternVLA-A1RoboDojo Team | 10 | 23.2 | 2.7 | 12 |
| 7 | GalaxeaVLA (G0)RoboDojo Team | 3.4 | 22 | 1.7 | 9 |
| 8 | Xiaomi-Robotics-0RoboDojo Team | 15 | 7.6 | 1.2 | 7.9 |
| 9 | X-VLARoboDojo Team | 6.8 | 15.9 | 0.1 | 7.6 |
| 10 | GROOT-N1.7RoboDojo Team | 9.3 | 6.8 | 1.4 | 5.9 |
| 11 | Pi-0RoboDojo Team | 8.1 | 9 | 0.3 | 5.8 |
| 12 | StarVLARoboDojo Team | 0 | 12 | 0.5 | 4.1 |
| 13 | Spirit v1.5RoboDojo Team | 0 | 4 | 0.7 | 1.6 |
| 14 | DM0RoboDojo Team | 0 | 0 | 0 | 0 |
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