Wikiprompt

LLM 基准排行榜

来自 Wikiprompt，自由的提示词百科

大语言模型与生成式 AI 的实时排行榜，每日从开放的社区评测汇总。每张表都注明来源，Wikiprompt 每天保存快照，排名的变化都有记录。

最后更新: 2026-10-13 · 这是实时排行榜；带日期的快照保留每一次过去的排名。 历史 →

交互式浏览器

按竞技场、机构或许可证筛选，搜索模型，排序表格，并查看成本与性能图。下方的表格仍是可引用的参考。

当前查看
LMArena · 文本竞技场

来自 LMArena 社区投票对战的 Elo。

价格与上下文：OpenRouter（按名称匹配）

文本竞技场

点击表格行或图上的点来固定模型，只对比选中的模型。

成本与性能

输出价格（美元/100万token，对数刻度，来自 OpenRouter）对比社区 Elo（LMArena）。左上角 = 性价比最高。

最具吸引力象限帕累托线刻度:

当前显示精选子集（每个机构的顶级模型）。可选择模型或勾选显示全部。

14501500$0.1$1$10$100输出价格，$/100万 token（对数）社区 EloWikipromptclaude-opus-5-maxclaude-opus-4-6-highclaude-opus-5-highgemini-3.8-flash-highclaude-opus-4-6claude-fable-5-highclaude-opus-4-7-highgemini-3.7-flash-highclaude-opus-4-7gemini-3.5-flash-highgemini-3.1-pro-previewgemini-3.6-flash-highmuse-spark-1.1kimi-k3-maxgpt-5.5-highglm-5.3-flashmimo-v2.5-prodeepseek-v4-progrok-4.20-beta-0309-reason…inklingminimax-m3mistral-large-3

Elo 随时间变化（文本类前几名）

gemini-3.7-flash-highclaude-opus-5-highclaude-opus-4-7-highclaude-opus-4-6claude-opus-4-6-highclaude-opus-5-maxgemini-3.8-flash-highclaude-fable-5-high08-2308-2408-2508-2608-2708-2808-2908-3009-0109-0209-0309-0409-0509-0609-0709-0809-0909-1009-1109-1209-1309-1409-1509-1709-1809-1909-2009-2209-2709-2910-0210-0410-0510-0610-0710-0810-0910-1010-1110-1210-13
排名 ▲模型机构Elo 分数投票数输入 $/1M输出 $/1M上下文
4claude-opus-5-maxanthropic1,50730,569$5$251,000,000
5claude-opus-4-6-highanthropic1,50379,415$4$201,000,000
6claude-opus-5-highanthropic1,50362,934$5$251,000,000
7gemini-3.8-flash-highgoogle1,49931,437$0.75$3.751,048,576
8claude-opus-4-6anthropic1,49884,095$4$201,000,000
10claude-fable-5-highanthropic1,49140,026$10$501,000,000
11claude-opus-4-7-highanthropic1,49065,192$4$201,000,000
13gemini-3.7-flash-highgoogle1,48624,173$0.75$3.751,048,576
14qwen3.8-maxalibaba1,48325,378
15claude-opus-4-7anthropic1,48366,315$4$201,000,000
17gemini-3.5-flash-highgoogle1,48248,533$1.5$91,048,576
18gemini-3.1-pro-previewgoogle1,481124,675$2$121,048,576
19gemini-3-progoogle1,47942,078$2$12131,072
20gemini-3.6-flash-highgoogle1,47936,172$0.75$3.751,048,576
21muse-spark-1.1meta1,47939,847$1.25$4.251,048,576
24kimi-k3-maxmoonshot1,47630,351$0.73$101,048,576
26gpt-5.5-highopenai1,47269,437$5$301,050,000
29glm-5.3-flashzai1,47127,678$0.03$0.91,048,576
33ernie-5.1baidu1,46839,536
36mimo-v2.5-proxiaomi1,46573,197$0.44$0.871,050,000
48deepseek-v4-prodeepseek1,45157,657$0.96$1.911,048,576
50grok-4.20-beta-0309-reasoningxai1,45166,524$1.25$2.52,000,000
54dola-seed-2.0-probytedance1,44879,195
72inklingthinky1,44137,744$1$4.05524,288
90minimax-m3minimax1,43361,220$0.3$1.21,048,576
97mistral-large-3mistral1,42881,759$0.5$1.5262,144
101longcat-flash-chat-2602-expmeituan1,42729,306
131amazon-nova-experimental-chat-11-10amazon1,41526,059

价格按归一化模型名与最接近的 OpenRouter 条目匹配；推理强度变体共享基础模型价格。

要点
  • • 当前文本竞技场领先者: claude-opus-5-max (anthropic, Elo 1507)
  • • 最佳性价比（每美元Elo，输出低于$2/1M）: glm-5.3-flash (Elo 1471, $0.90/1M)
  • • 最强开源模型: kimi-k3-max (Kimi K3 license, #24)
  • • 编程领先者（Aider通过率）: gpt-5 (high) (88%)
目录
  1. 文本竞技场
  2. Web 开发竞技场
  3. 视觉竞技场
  4. 文生图竞技场
  5. 图像编辑竞技场
  6. 文生视频竞技场
  7. 视频编辑竞技场
  8. 搜索竞技场
  9. 智能体竞技场
  10. 文档竞技场
  11. 价格与上下文窗口
  12. 最近变化
  13. 数据来源与方法

文本竞技场25 个模型完整排行榜 →

数据来源与方法: LMArena · 来自 LMArena 社区投票对战的 Elo。

排名模型机构Elo 分数
4claude-opus-5-maxanthropic1,507
5claude-opus-4-6-highanthropic1,503
6claude-opus-5-highanthropic1,503
7gemini-3.8-flash-highgoogle1,499
8claude-opus-4-6anthropic1,498
10claude-fable-5-highanthropic1,491
11claude-opus-4-7-highanthropic1,490
13gemini-3.7-flash-highgoogle1,486
14qwen3.8-maxalibaba1,483
15claude-opus-4-7anthropic1,483
17gemini-3.5-flash-highgoogle1,482
18gemini-3.1-pro-previewgoogle1,481
19gemini-3-progoogle1,479
20gemini-3.6-flash-highgoogle1,479
21muse-spark-1.1meta1,479
22gemini-3.5-flash-mediumgoogle1,477
24kimi-k3-maxmoonshot1,476
26gpt-5.5-highopenai1,472
29glm-5.3-flashzai1,471
30qwen3.5-max-previewalibaba1,470
31glm-5.2-maxzai1,470
32gpt-5.4-highopenai1,469
33ernie-5.1baidu1,468
34gpt-5.5openai1,467
35gemini-3-flashgoogle1,466

Web 开发竞技场25 个模型完整排行榜 →

数据来源与方法: LMArena · 来自 LMArena 社区投票对战的 Elo。

排名模型机构Elo 分数
1claude-opus-5.5-maxanthropic1,813
2gpt-6-astra-maxopenai1,786
3claude-sonnet-5.5-xhighanthropic1,774
4gpt-6.1-sol-maxopenai1,755
5claude-fable-5.1-maxanthropic1,744
6claude-sonnet-5.5-highanthropic1,715
7claude-opus-5-maxanthropic1,691
8gpt-6-sol-maxopenai1,688
9gemini-4-argon-highgoogle1,678
10qwen3.8-max-0902alibaba1,674
11qwen3.8-maxalibaba1,672
12claude-opus-5-highanthropic1,657
13muse-spark-1.3-maxmeta1,657
14kimi-k3-maxmoonshot1,654
15grok-4.7-xhighxai1,639
16mimo-v2.6-flashxiaomi1,637
17qwen3.8-flash-nextalibaba1,633
18hy4-previewtencent1,632
19mimo-v2.6-proxiaomi1,629
20muse-spark-1.3 (xHigh)meta1,626
21claude-fable-5-highanthropic1,625
22glm-5.3-maxzai1,622
23deepseek-v4.1-flash-maxdeepseek1,619
24gpt-5.6-sol-xhigh (codex-harness)openai1,618
25grok-4.6-highxai1,617

视觉竞技场25 个模型完整排行榜 →

数据来源与方法: LMArena · 来自 LMArena 社区投票对战的 Elo。

排名模型机构Elo 分数
1claude-fable-5-highanthropic1,324
2claude-opus-5.5-highanthropic1,321
3claude-opus-5-highanthropic1,319
4claude-fable-5.1-maxanthropic1,318
5claude-opus-4-7anthropic1,316
6gemini-3.7-flash-highgoogle1,316
7claude-opus-4-6-highanthropic1,316
8gemini-3.8-flash-highgoogle1,314
9qwen3.8-maxalibaba1,314
10claude-opus-4-6anthropic1,313
11claude-opus-4-7-highanthropic1,313
12gemini-3.5-flash-highgoogle1,310
13muse-spark-1.3-maxmeta1,309
14gemini-3.5-flash-mediumgoogle1,309
15muse-sparkmeta1,306
16gemini-3-progoogle1,305
17muse-spark-1.2 (xHigh)meta1,305
18gpt-5.4-highopenai1,303
19muse-spark-1.3 (xHigh)meta1,301
20gemini-3.6-flash-highgoogle1,298
21gpt-5.5openai1,297
22gemini-3.1-pro-previewgoogle1,296
23glm-5.3-flashzai1,296
24claude-opus-4-8-highanthropic1,294
25muse-spark-1.1meta1,293

文生图竞技场25 个模型完整排行榜 →

数据来源与方法: LMArena · 来自 LMArena 社区投票对战的 Elo。

排名模型机构Elo 分数
1gpt-image-2.5-sunburstopenai1,425
2gpt-image-2.5-flareopenai1,398
3gpt-image-2 (medium)openai1,383
4grok-imagine-image-2.0 (canvas)xai1,334
5mai-image-2.6microsoft-ai1,332
6gemini-nano-banana-2.1google1,328
7reve-2.1reve1,302
8grok-imagine-image-2.0 (20260801)xai1,294
9muse-imagemeta1,274
10reve-2.0reve1,269
11gemini-3.1-flash-image (nano-banana-2) [web-search]google1,262
12seedream-5.0-probytedance1,255
13qwen-image-3.0-proalibaba1,255
14mai-image-2.5microsoft-ai1,254
15gemini-3.1-flash-lite-image (nano-banana-2-lite)google1,250
16gemini-3-pro-image-2k (nano-banana-pro)google1,248
17gpt-image-1.5-high-fidelityopenai1,237
18gemini-3-pro-image-preview (nano-banana-pro)google1,234
19qwen-image-2.1alibaba1,223
20ideogram-4.0-qualityideogram1,205
21qwen-image-2.0-pro-2026-06-22alibaba1,192
22uni-1.1-maxluma-ai1,189
23uni-1.1luma-ai1,184
24mai-image-2microsoft-ai1,184
25grok-imagine-imagexai1,170

图像编辑竞技场25 个模型完整排行榜 →

数据来源与方法: LMArena · 来自 LMArena 社区投票对战的 Elo。

排名模型机构Elo 分数
1gpt-image-2.5-sunburstopenai1,524
2gpt-image-2.5-flareopenai1,481
3gpt-image-2 (medium)openai1,462
4grok-imagine-image-2.0 (canvas)xai1,439
5mai-image-2.6microsoft-ai1,428
6gemini-nano-banana-2.1google1,428
7grok-imagine-image-2.0 (20260801)xai1,425
8muse-imagemeta1,403
9mai-image-2.5microsoft-ai1,401
10seedream-5.0-probytedance1,394
11grok-imagine-image-quality (20260519)xai1,391
12gemini-3-pro-image-2k (nano-banana-pro)google1,390
13chatgpt-image-latest-high-fidelity (20251216)openai1,389
14gemini-3.1-flash-image (nano-banana-2) [web-search]google1,387
15gemini-3-pro-image-preview (nano-banana-pro)google1,386
16reve-2.1reve1,374
17gpt-image-1.5-high-fidelityopenai1,370
18qwen-image-2.1alibaba1,369
19reve-2.0reve1,359
20ideogram-4.5ideogram1,347
21uni-1.1-maxluma-ai1,334
22grok-imagine-imagexai1,329
23uni-1.1luma-ai1,315
24gemini-3.1-flash-lite-image (nano-banana-2-lite)google1,314
25qwen-image-2.0-pro-2026-06-22alibaba1,303

文生视频竞技场25 个模型完整排行榜 →

数据来源与方法: LMArena · 来自 LMArena 社区投票对战的 Elo。

排名模型机构Elo 分数
1gemini-omni-1.1-flashgoogle1,516
2gemini-omni-flashgoogle1,513
3flux-3-videobfl1,493
4grok-imagine-video-1.5-agentxai1,492
5dreamina-seedance-2.0-720pbytedance1,479
6wan3.0alibaba1,476
7dreamina-seedance-2.5-720pbytedance1,474
8minimax-h3minimax1,460
9muse-videometa1,456
10happyhorse-1.0aorizon1,427
11sora-2-proopenai1,368
12veo-3.1-audiogoogle1,364
13veo-3.1-audio-1080pgoogle1,362
14veo-3.1-fast-audiogoogle1,362
15veo-3.1-fast-audio-1080pgoogle1,358
16veo-3-fast-audiogoogle1,348
17sora-2openai1,343
18grok-imagine-video-720pxai1,342
19veo-3-audiogoogle1,340
20wan2.7-t2vwan1,337
21wan2.6-t2valibaba1,327
22seedance-v1.5-probytedance1,256
23veo-3google1,254
24veo-3-fastgoogle1,248
25wan2.5-t2v-previewalibaba1,245

视频编辑竞技场10 个模型完整排行榜 →

数据来源与方法: LMArena · 来自 LMArena 社区投票对战的 Elo。

排名模型机构Elo 分数
1wan3.0alibaba1,414
2dreamina-seedance-2.5-720pbytedance1,410
3minimax-h3minimax1,392
4gemini-omni-flashgoogle1,367
5dreamina-seedance-2.0-720pbytedance1,365
6happyhorse-1.0aorizon1,307
7grok-imagine-videoxai1,258
8kling-o3-prokling1,255
9kling-o1-prokling1,197
10runway-gen4-alephrunway1,182

智能体竞技场25 个模型完整排行榜 →

数据来源与方法: LMArena · 来自 LMArena 社区投票对战的 Elo。

排名模型机构Elo 分数
1Claude Opus 5.5 (Max)anthropic
2GPT 6.1 Sol (Max)openai
3GPT 6 Sol (Max)openai
4Gemini 4 Argon (High)google
5GPT 6 Astra (Max)openai
6Claude Fable 5.1 (Max)anthropic
7Claude Sonnet 5.5 (Max)anthropic
8Claude Fable 5 (High)anthropic
9Claude Opus 5 (Max)anthropic
10Claude Opus 4.8 (High)anthropic
11GPT 5.6 Sol (xHigh)openai
12Gemini 3.8 Flash (High)google
13GPT 5.5 (xHigh)openai
14Claude Sonnet 5 (High)anthropic
15Grok 4.7 (xHigh)xai
16Deepseek V4.1 Flash (Max)deepseek
17Muse Spark 1.3 (Max)meta
18MiMo V2.6 Proxiaomi
19GLM 5.2 (Max)zai
20Kimi K3 (Max)moonshot
21DeepSeek V4 Pro (High) (0813)deepseek
22GPT 6 Luna (Max)openai
23GPT 5.4 (High)openai
24Hy4 previewtencent
25MiMo V2.6 Flashxiaomi

文档竞技场25 个模型完整排行榜 →

数据来源与方法: LMArena · 来自 LMArena 社区投票对战的 Elo。

排名模型机构Elo 分数
1claude-opus-5-highanthropic1,516
2claude-fable-5.1-maxanthropic1,513
3claude-opus-4-6-highanthropic1,507
4claude-opus-4-6anthropic1,507
5claude-fable-5anthropic1,496
6claude-opus-4-7anthropic1,495
7claude-opus-4-7-highanthropic1,495
8gpt-5.5openai1,486
9gpt-5.5-highopenai1,484
10gpt-5.6-sol-xhighopenai1,483
11claude-sonnet-4-6anthropic1,482
12claude-opus-4-8-highanthropic1,475
13gpt-5.6-terra-xhighopenai1,472
14gpt-5.4openai1,471
15muse-spark-1.3-maxmeta1,471
16gpt-6-astra-maxopenai1,468
17claude-sonnet-5-highanthropic1,466
18muse-spark-1.1meta1,465
19claude-opus-4-8anthropic1,464
20gemini-3.5-flash-mediumgoogle1,463
21claude-opus-4-5-20251101anthropic1,462
22gemini-3.5-flash-highgoogle1,461
23gpt-5.6-luna-xhighopenai1,457
24gemini-3.6-flash-highgoogle1,456
25grok-4.6-highxai1,452

其他排行榜

LiveBench

指标: average score (0-100) · livebench.ai

排名模型机构分数
1claude-fable-5-1-max-effort83.8
2claude-fable-5-max-effort83.4
3claude-opus-5-5-max-effort83.2
4gpt-6-astra-max83.1
5gpt-6.1-sol-max82.5
6muse-spark-1.3-xhigh82.4
7claude-opus-5-5-xhigh-effort82.1
8muse-wonder-1.0-max81.9
9gpt-6.1-sol-xhigh81.8
10gpt-5.6-sol-max81.7
11deepseek-v4.1-flash-max81.5
12gpt-5.5-xhigh80.8
13claude-opus-5-max-effort80.5
14gemini-3.7-flash-high79.9
15gpt-6-sol-max79.8

BenchLM

指标: aggregated display score · benchlm.ai

排名模型机构分数
1Claude Opus 5.5Anthropic85.4
2GPT-6 AstraOpenAI83.3
3Claude Sonnet 5.5Anthropic82.5
4GPT-6.1 SolOpenAI81.6
5Claude Fable 5.1Anthropic81.2
6Gemini 4 ArgonGoogle80.6
7Claude Fable 5Anthropic78.7
8Claude Opus 5Anthropic78.7
9GPT-5.6 SolOpenAI77.1
10GPT-6 SolOpenAI74.3
11Muse Wonder FullMeta73.8
12MiMo-V2.6-ProXiaomi73.1
13GPT-5.5 ProOpenAI72.6
14Gemini 3.8 FlashGoogle72.4
15GPT-5.6 TerraOpenAI71.8

Artificial Analysis (Intelligence Index)

指标: AA Intelligence Index (0-100) · artificialanalysis.ai

排名模型机构分数
1Claude Opus 5.5 (Max, Default Fallback)Anthropic57.6
2Claude Sonnet 5.5 (Max, Default Fallback)Anthropic56
3Claude Opus 5.5 (Xhigh, Default Fallback)Anthropic56
4Claude Opus 5.5 (High, Default Fallback)Anthropic53.6
5Claude Fable 5.1 (Max, Default Fallback)Anthropic53.4
6Claude Fable 5.1 (Xhigh, Default Fallback)Anthropic53.2
7GPT-6 Astra (Max)OpenAI52.7
8Gemini 4 Argon (High)Google52.6
9GPT-6 Astra (Xhigh)OpenAI52.4
10Claude Sonnet 5.5 (Xhigh, Default Fallback)Anthropic51.9
11GPT-6.1 Sol (Max)OpenAI51.8
12Claude Opus 5.5 (Medium, Default Fallback)Anthropic51.2
13Claude Fable 5.1 (High, Default Fallback)Anthropic51.2
14GPT-6.1 Sol (Xhigh)OpenAI51
15GPT-6 Astra (High)OpenAI50.9

Aider polyglot (coding)

指标: pass rate 2 (%) · aider.chat/docs/leaderboards/

排名模型机构分数
1gpt-5 (high)88
2gpt-5 (medium)86.7
3o3-pro (high)84.9
4gemini-2.5-pro-preview-06-05 (32k think)83.1
5o3 (high)81.3
6gpt-5 (low)81.3
7grok-4 (high)79.6
8gemini-2.5-pro-preview-06-05 (default think)79.1
9o3 (high) + gpt-4.178.2
10Gemini 2.5 Pro Preview 05-0676.9
11o376.9
12DeepSeek-V3.2-Exp (Reasoner)74.2
13Gemini 2.5 Pro Preview 03-2572.9
14o4-mini (high)72
15claude-opus-4-20250514 (32k thinking)72

价格与上下文窗口

数据来源与方法: OpenRouter

价格与上下文元数据来自 OpenRouter 公开 API。价格为每 100 万 token 的美元数。

模型机构上下文输入 $/1M输出 $/1M
Auto Router (Beta)openrouter2,000,000$-1,000,000$-1,000,000
Pareto Code Routeropenrouter2,000,000$-1,000,000$-1,000,000
SpaceXAI: Grok 4.20 Multi-Agentx-ai2,000,000$1.25$2.5
SpaceXAI: Grok 4.20x-ai2,000,000$1.25$2.5
Auto Routeropenrouter2,000,000$-1,000,000$-1,000,000
Meta: Llama 4 Scoutmeta-llama1,310,720$0.18$0.59
OpenAI: GPT-6.1 Sol Proopenai1,050,000$2$10
OpenAI: GPT-6.1 Sol Pro (batch)openai1,050,000$1$5
OpenAI: GPT-6.1 Solopenai1,050,000$2$10
OpenAI: GPT-6.1 Sol (batch)openai1,050,000$1$5
OpenAI: GPT-6 Luna Proopenai1,050,000$0.1$0.5
OpenAI: GPT-6 Luna Pro (batch)openai1,050,000$0.05$0.25
OpenAI: GPT-6 Lunaopenai1,050,000$0.1$0.5
OpenAI: GPT-6 Luna (batch)openai1,050,000$0.05$0.25
OpenAI: GPT-6 Sol Proopenai1,050,000$2$10
OpenAI: GPT-6 Sol Pro (batch)openai1,050,000$1$5
OpenAI: GPT-6 Solopenai1,050,000$2$10
OpenAI: GPT-6 Sol (batch)openai1,050,000$1$5
Xiaomi: MiMo-V2.6-Flashxiaomi1,050,000$0.14$0.28
Xiaomi: MiMo-V2.6-Proxiaomi1,050,000$0.44$0.87

最近变化

自上一次快照以来的变动：

  • GPT 6.1 Sol (Max) ▲ 5 → 2
  • GPT 6 Sol (Max) ▲ 6 → 3
  • Gemini 4 Argon (High) ▲ 7 → 4
  • GPT 6 Astra (Max) ▼ 2 → 5
  • Claude Fable 5.1 (Max) ▼ 3 → 6
  • Claude Sonnet 5.5 (Max) ▼ 4 → 7
  • Claude Opus 4.8 (High) ▲ 11 → 10
  • GPT 5.6 Sol (xHigh) ▲ 12 → 11
  • Gemini 3.8 Flash (High) ▲ 22 → 12
  • GPT 5.5 (xHigh) ▲ 14 → 13
  • Claude Sonnet 5 (High) ▼ 13 → 14
  • Grok 4.7 (xHigh) ▲ 21 → 15

数据来源与方法

排行榜汇总自开放的社区评测。Elo 分数、置信区间与投票数来自 LMArena（社区投票的模型对战，以开放数据集发布）。价格与上下文元数据来自 OpenRouter 公开 API。Wikiprompt 每日快照并保留历史，不进行自有评测。

  1. LMArena leaderboard dataset (Hugging Face)
  2. LMArena leaderboard
  3. OpenRouter models API
  4. Artificial Analysis (intelligence, speed and latency data)

参见