Name: 字节跳动 3D 图像生成模型排行榜（2026-06-03） | AITNT
Creator: LM Arena
License: https://creativecommons.org/licenses/by/4.0/
Keywords: 字节跳动,3D建模,AI 大语言模型排行榜,AI 模型排行

LM Arena 大模型全球实力榜LM Arena Global AI Leaderboard3D建模🧧3D Modeling

查看各种 AI 大语言模型在数学推理、代码生成、创意写作及其他开放式文本任务中的综合 Elo 积分排名，数据来源于真实用户的匿名盲测投票。

2026-06-03

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上榜模型Models

参赛厂商Providers

48.5K

总投票数Total Votes

📖 指标说明 — 读懂这张榜单📖 Metrics Guide — Understanding the Leaderboard

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榜单主指标（Score）Primary Metric (Score)

每个榜单会采用官网对应的核心排序指标。通用 Arena 榜单通常是模型竞技积分；智能体榜单则展示净提升及多项任务指标。

Each leaderboard uses the official primary ranking metric. Most Arena boards use competitive scores; the Agent board uses net improvement and task-specific metrics.

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精确值（Float Value）Float Value

主指标的完整浮点数值。对于通用 Arena 榜单可用于区分整数分相近的模型；智能体榜单以百分比和置信区间展示。

The full floating-point value of the primary metric. It helps distinguish close scores on standard boards; Agent metrics are shown as percentages with confidence intervals.

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方差（Variance）Variance

衡量结果的统计稳定程度。绿色·稳定（<5）更可信；橙色·波动（5~12）；红色·不稳（>12）说明排名还可能明显变化。

Measures statistical stability. Green·Stable (<5); Orange·Unstable (5–12); Red·Volatile (>12) means the ranking may still move significantly.

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置信区间（95% CI = ±N）95% Confidence Interval (CI = ±N)

95% 置信区间反映当前估计的不确定范围，显示为 ±N。在相同计算口径下，N 越小说明估计越集中、排名越稳定。

The 95% confidence interval, shown as ±N, summarizes uncertainty in the current estimate. Under the same methodology, a smaller N indicates a more precise estimate and a more stable ranking.

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投票数（Vote Count）Vote Count

该模型或厂商参与评测的总次数。数量越高，结果的统计置信度越高、越不容易受单次样本影响而波动。

Total evaluation volume for the model or lab. Higher counts mean higher statistical confidence and less sensitivity to individual samples.

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开源协议（License）License

Apache/Llama：完全开源可商用；MIT：开源限制极少；Proprietary：闭源商业模型。协议决定你能否把它集成到自己的产品里。

Apache/Llama: Fully open-source, commercial use allowed; MIT: Open-source, minimal restrictions; Proprietary: Closed-source commercial model. License determines if you can integrate it into your product.

排名Rank	名次区间Rank Range	模型Model		投票数Votes	精确分 & 区间Float Score & CI	方差Variance	价格 ($/1M)Price ($/1M)	上下文Context
🥇	8 - 32	seedream-4-2k 字节跳动 · Proprietary	1151±20.0	962 票votes	1151.000 [1131.0, 1171.0]	24.00 · 不稳Volatile	—	—
🥈	15 - 32	seedream-4.5 字节跳动 · Proprietary	1144±7.0	19.7K 票votes	1144.000 [1137.0, 1151.0]	17.00 · 不稳Volatile	—	—
🥉	12 - 35	seedream-4-fal 字节跳动 · Proprietary	1138±19.0	942 票votes	1138.000 [1119.0, 1157.0]	23.00 · 不稳Volatile	—	—
4	17 - 34	seedream-5.0-lite 字节跳动 · Proprietary	1135±9.0	6.8K 票votes	1135.000 [1126.0, 1144.0]	17.00 · 不稳Volatile	—	—
5	27 - 36	seedream-4-high-res-fal 字节跳动 · Proprietary	1120±7.0	16.4K 票votes	1120.000 [1113.0, 1127.0]	9.00 · 波动Unstable	—	—
6	34 - 44	seedream-3 字节跳动 · Proprietary	1094±13.0	2.8K 票votes	1094.000 [1081.0, 1107.0]	10.00 · 波动Unstable	—	—
7	65 - 65	bagel 字节跳动 · Apache 2.0	865±20.0	845 票votes	865.000 [845.0, 885.0]	0.00 · 稳定Stable	—	—

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