Image generation
结果只在同一分组内进行比较，因此用一种方式测试的模型绝不会与用另一种方式测试的模型同榜排名。
Generate images from a text prompt
各排名分组使用独立的评分尺度。请只在同一分组内比较配置；EvalRank 绝不会把不同的系统压平到同一个榜单上。
跨基准共识
把该主题下已收录的基准合并成一份模型排名，权重与实际决策时一致。每个分数代表该模型成绩占最佳成绩的比例。
| 排名 | 模型 | 最佳占比 | 基准测试 |
|---|---|---|---|
| 1 | gptimage25sunburst | 100.0% | 1 |
| 2 | gptimage25flare | 98.2% | 1 |
| 3 | GPT-Image-2 | 96.8% | 1 |
| 4 | maiimage26 | 93.1% | 1 |
| 5 | gemininanobanana21 | 92.8% | 1 |
| 6 | reve21 | 91.1% | 1 |
| 7 | museimage | 88.9% | 1 |
| 8 | reve20 | 88.8% | 1 |
| 9 | gemini31flashimagenanobanana2websearch | 88.1% | 1 |
| 10 | qwenimage30pro | 87.9% | 1 |
| 11 | maiimage25 | 87.8% | 1 |
| 12 | seedream50pro | 87.6% | 1 |
| 13 | gemini31flashliteimagenanobanana2lite | 87.5% | 1 |
| 14 | gemini3proimagenanobananapro2k | 87.3% | 1 |
| 15 | gptimage15highfidelity | 86.6% | 1 |
| 16 | gemini3proimagepreviewnanobananapro | 86.3% | 1 |
| 17 | qwenimage21 | 85.8% | 1 |
| 18 | ideogram40quality | 84.1% | 1 |
| 19 | Qwen-Image-2.0-Pro | 83.5% | 1 |
| 20 | uni11max | 83.3% | 1 |
| 21 | maiimage2 | 82.9% | 1 |
| 22 | uni11 | 82.8% | 1 |
| 23 | grokimagineimage | 81.9% | 1 |
| 24 | recraftv41utilitypro | 81.8% | 1 |
| 25 | cosmos3supertext2imageagentic | 81.6% | 1 |
| 26 | grokimagineimagepro | 81.4% | 1 |
| 27 | flux2flex | 81.0% | 1 |
| 28 | revev15 | 80.9% | 1 |
| 29 | flux2pro | 80.8% | 1 |
| 30 | hunyuanimage30 | 80.6% | 1 |
| 31 | Cosmos3-Super-Text2Image | 80.6% | 1 |
| 32 | seedream45 | 80.5% | 1 |
| 33 | gemini25flashimagepreviewnanobanana | 80.5% | 1 |
| 34 | imagen4ultragenerate001 | 80.3% | 1 |
| 35 | flux2dev | 80.2% | 1 |
| 36 | seedream50lite | 79.8% | 1 |
| 37 | seedream402k | 79.8% | 1 |
| 38 | wan26 | 79.7% | 1 |
| 39 | recraftv41pro | 79.3% | 1 |
| 40 | imagen4generate001 | 79.0% | 1 |
| 41 | krea2medium | 79.0% | 1 |
| 42 | wan25preview | 78.2% | 1 |
| 43 | seedream40fal | 78.2% | 1 |
| 44 | krea2large | 78.1% | 1 |
| 45 | gptimage1 | 78.1% | 1 |
| 46 | recraftv4 | 78.1% | 1 |
| 47 | hidreamo1image | 78.1% | 1 |
| 48 | krea2turbo | 78.0% | 1 |
| 49 | seedream40highresfal | 78.0% | 1 |
| 50 | gptimage1mini | 77.7% | 1 |
| 51 | wan27imagepro | 77.3% | 1 |
| 52 | wan27image | 77.1% | 1 |
| 53 | recraftv41flash | 76.9% | 1 |
| 54 | maiimage1 | 76.5% | 1 |
| 55 | zimageturbo | 75.8% | 1 |
| 56 | seedream30 | 75.8% | 1 |
| 57 | flux2klein9b | 74.9% | 1 |
| 58 | qwenimagepromptextend | 74.3% | 1 |
| 59 | flux1kontextpro | 74.2% | 1 |
| 60 | imagen3generate002 | 74.1% | 1 |
| 61 | ideogram30quality | 73.5% | 1 |
| 62 | lumaphoton | 72.6% | 1 |
| 63 | pimage | 72.3% | 1 |
| 64 | flux2klein4b | 72.1% | 1 |
| 65 | runwaygen4 | 71.7% | 1 |
| 66 | recraftv3 | 71.6% | 1 |
| 67 | flux11pro | 71.2% | 1 |
| 68 | ideogram20 | 71.0% | 1 |
| 69 | lucidorigin | 71.0% | 1 |
| 70 | glmimage | 70.9% | 1 |
| 71 | gemini20flashpreviewimagegeneration | 68.4% | 1 |
| 72 | flux1devfp8 | 67.9% | 1 |
| 73 | dalle3 | 67.8% | 1 |
| 74 | flux1kontextdev | 66.0% | 1 |
| 75 | stablediffusion35large | 65.7% | 1 |
| 76 | bagel | 62.9% | 1 |
竞技场系统 · 众包两两对比
探索性——尚未产生排名冠军rg-image-generation-arena-system-crowd-pairwise-arena-system-v1Explorer 依据
LMArena Text-to-Image
单一来源。观测于 ；有效至 。
| 排名 | 配置 | 能力 | 不确定性 | 家族 |
|---|---|---|---|---|
| 1 | GPT-Image-2.5 Sunburst 2026-10-26config_deca5ad20b2440e13e5172c8e70dd8b61665cced2b19eae98517c8ca25655e50 | 100% | 未知 | 1 |
| 2 | GPT-Image-2.5 Flare 2026-10-26config_1c71330e66d0457bb05baaa848bbbbc58b6e01fbd948a84a4e9416cee082c75a | 95% | 未知 | 1 |
| 3 | GPT-Image-2 (Medium) 2026-10-26config_0e8a3f14213f4bc2a851d65639e1ef46351ff9e25faddc6929cdf5a07c9c4888 | 91% | 未知 | 1 |
| 4 | MAI-Image-2.6 2026-10-26config_7c9ed6221526e113462892af242f8060711cfb6ed526aff8638f38db90c8747a | 81% | 未知 | 1 |
| 5 | Gemini Nano Banana 2.1 2026-10-26config_baafbf6e7f5c67e88d7df8d36baaffacbae3cf471d4f5941a3d401a241bee098 | 81% | 未知 | 1 |
| 6 | Grok Imagine Image 2.0 2026-10-26config_4db0ee8b2fe3c87052d4606468183dcaba9d3abb4a70af75f13e921606301f41 | 79% | 未知 | 1 |
| 7 | Reve 2.1 2026-10-26config_ad38c0bca99e41e885f4c61b980b4c10d251e6fae01f2652b02174532034877d | 76% | 未知 | 1 |
| 8 | Grok Imagine Image 2.0 (20260801) 2026-10-26config_88f25939b7e0c7ab5e246f15dc51f856269b68f1ff157c75ae8b4fda8dd7c6ad | 74% | 未知 | 1 |
| 9 | Muse Image 2026-10-26config_1d15a70c624221bbb20e3e78680eda94b05db1ffc5ea49cb0b3be2d155a80d22 | 70% | 未知 | 1 |
| 10 | Reve 2.0 2026-10-26config_fdb076e63dcc11bcbd65debcdc82859df283dd8e00c3d7edcc27c59fad2c54a6 | 70% | 未知 | 1 |
| 11 | Gemini 3.1 Flash Image (nano-banana-2, Web Search) 2026-10-26config_98294fc76f19b2e6f595b5beeeb0b9e636a6863730a649ce7e30bfc8b99310cb | 68% | 未知 | 1 |
| 12 | Qwen-Image-3.0-Pro 2026-10-26config_66a0cc20632d8fb66882049627b8da631257fe0ff86a91a5553bea955c080be1 | 67% | 未知 | 1 |
| 13 | MAI-Image-2.5 2026-10-26config_3f510e40b8964805ccc7f9e10178a1658f039f3e0d85e1aaeb4baad4989b530f | 67% | 未知 | 1 |
| 14 | Seedream 5.0 Pro 2026-10-26config_f9d0316e988ca730a234e33776e284886b60a94f22fb416fccbaf99c8ef37992 | 67% | 未知 | 1 |
| 15 | Gemini 3.1 Flash-Lite Image (nano-banana-2-lite) 2026-10-26config_e172033c16db32dc1d32a3d6ccc3702efc9717254f018d6b3066be1b3659f264 | 66% | 未知 | 1 |
| 16 | Gemini 3 Pro Image (nano-banana-pro, 2K) 2026-10-26config_8d2b7a8c475eb68e5677cd74c90b6ae76060c01da2c74cdc94d24114c2855e1b | 66% | 未知 | 1 |
| 17 | GPT-Image-1.5 (High Fidelity) 2026-10-26config_b428e20356d90b46814f4f8a286c8495a4280a94ec86532b8fc9c8bf3b8fe71e | 64% | 未知 | 1 |
| 18 | Gemini 3 Pro Image Preview (nano-banana-pro) 2026-10-26config_ada0468e82cb1d31c977f84471ecf515b6cdcdb73a925b286a735fa920ab7693 | 63% | 未知 | 1 |
| 19 | Qwen-Image-2.1 2026-10-26config_164e6b849bb47935764b395b32d14b9bb789aba6ce6a7c526ab1b55c9988d59f | 62% | 未知 | 1 |
| 20 | Ideogram 4.0 (Quality) 2026-10-26config_488246ed6f835f66334c245524d08750c0914035eb495cb9e94c06aea36b35d0 | 57% | 未知 | 1 |
| 21 | Qwen-Image-2.0-Pro (2026-06-22) 2026-10-26config_af3aa52034b5e0fefd853dd61dc90c5a1674737f442b710bb7dc28432d5c4e62 | 55% | 未知 | 1 |
| 22 | UNI-1.1 Max 2026-10-26config_fc8980cfa85f7f756e87a132dba61bbae083e7d15403d7d75f7c252c70646e70 | 55% | 未知 | 1 |
| 23 | MAI-Image-2 2026-10-26config_331b218a0e1a4bd7f8a7ad46a07f5cebaff7fad0257a31df055d93987f086b76 | 54% | 未知 | 1 |
| 24 | UNI-1.1 2026-10-26config_50ae5d75398d0ec4da9d5d8dc372e6b7a9d447b41325c675ccf0ee7c1af44f50 | 54% | 未知 | 1 |
| 25 | Grok Imagine Image 2026-10-26config_1dfe6cad8e01107c5a70882f636c85d651a4d0c4ff6f34f3acfc6f856b7cdfd6 | 51% | 未知 | 1 |
| 26 | Recraft V4.1 Utility Pro 2026-10-26config_7b08a4f49c038a4c3aa7b847d2f635d5f8a7dd8c43c96ffb691d22b091940479 | 51% | 未知 | 1 |
| 27 | Cosmos3-Super-Text2Image (Agentic) 2026-10-26config_80d4b09881eef4b7e5ab4cda18ed830f155247883ca46601b7d4e73f5a835860 | 50% | 未知 | 1 |
| 28 | FLUX.2 [max] 2026-10-26config_fa57870c5af5c728bfa53b458fffa5cad108cf78475a3199dcee8481df0e87ba | 50% | 未知 | 1 |
| 29 | Grok Imagine Image Pro 2026-10-26config_576269b9bae193214dfcf215ad29c9c58784b6b4201c83cd544e84eaa2c659cf | 50% | 未知 | 1 |
| 30 | FLUX.2 [flex] 2026-10-26config_4a021189fad9adc9e51c45adc3d8211bacb76376b0e6edcf3922c54ca10c4c44 | 49% | 未知 | 1 |
| 31 | Reve v1.5 2026-10-26config_8a1a44f7db037df9e533efc083f8f43e3035b7a1f66f0c1f0665ef253f692bc1 | 48% | 未知 | 1 |
| 32 | FLUX.2 [pro] 2026-10-26config_b5d052b8356d136900f6fc1941e35a9ce40eaa6f92d1cd13af61a540b3f3fdbc | 48% | 未知 | 1 |
| 33 | HunyuanImage 3.0 2026-10-26config_e35b1ab7eb08f788d0218edccab00b1c49da37ba066b9c6e583a72fe5f970016 | 48% | 未知 | 1 |
| 34 | Cosmos3-Super-Text2Image 2026-10-26config_692eb089209412757b5248f7bc6d1b16bb3166d61def0f7cd2b07298c7d84670 | 48% | 未知 | 1 |
| 35 | Seedream 4.5 2026-10-26config_f40b65ae8f06c80762103c5d72f2b498ac1797a51592bbf46dcfbf7b44505ca2 | 47% | 未知 | 1 |
| 36 | Gemini 2.5 Flash Image Preview (nano-banana) 2026-10-26config_6db509c76ed444ef8b28b204e61bf1e8869b4c15a40c16d269a7f8dfc73896c4 | 47% | 未知 | 1 |
| 37 | Imagen 4 Ultra (generate-001) 2026-10-26config_3e9b3c8e27d20b30a740eef053fcc9b2bbf4119f4efdf570b7b14b0a0d3ab761 | 47% | 未知 | 1 |
| 38 | FLUX.2 [dev] 2026-10-26config_a7c8166f475d20dd584c765d0119edbf75bb0e1c2d6a5bbd07a0bd4fbaa05981 | 47% | 未知 | 1 |
| 39 | Seedream 5.0 Lite 2026-10-26config_247094ad91dc31945e44a70df83b941a1c49a554eca7d68d3cde527b1129e4b0 | 46% | 未知 | 1 |
| 40 | Seedream 4.0 (2K) 2026-10-26config_beb77706217c91fae5cf365d3217a51db13e188916b0e0ab6663824fb4d8afb7 | 46% | 未知 | 1 |
| 41 | Wan 2.6 2026-10-26config_f0da68773e9e02367394a154def73a730e76cd056cc04ff4fd2adc72acf42232 | 45% | 未知 | 1 |
| 42 | Recraft V4.1 Pro 2026-10-26config_643f6f826d0885941736ba26517b21bc057c57a059845b491e35be3028b4c544 | 44% | 未知 | 1 |
| 43 | Imagen 4 (generate-001) 2026-10-26config_1edc78c5bcdcbfb55dfcd4d92bef529a790500a1f823f48202b983b6569b4d37 | 44% | 未知 | 1 |
| 44 | Krea 2 Medium 2026-10-26config_d42b7242aa5a4a9643a065750b4ef639812229e24aba49d2fc8aa7f5ed483f89 | 44% | 未知 | 1 |
| 45 | Qwen-Image (2512) 2026-10-26config_369a77d9edfbce83a605d5e53e8368f26d494d5111bc23d6f0c4083040322fd1 | 43% | 未知 | 1 |
| 46 | Wan 2.5 Preview 2026-10-26config_f00c97f6261f8bda777d60fb8158ec47f5877aae8dfa6c88e00c53d09bbfe760 | 41% | 未知 | 1 |
| 47 | Seedream 4.0 (fal) 2026-10-26config_84c77336f78dea1bb84d08daca08cdfbc5da15de43190d4a045c850466daf155 | 41% | 未知 | 1 |
| 48 | Krea 2 Large 2026-10-26config_453e7e991c1bc6e166bf62be122dd5751dd30683f412a3ff5fa34eb4fe676fb0 | 41% | 未知 | 1 |
| 49 | GPT-Image-1 2026-10-26config_bf770e4e9af5e8e5fb07093eff7a5783334b35bbab8334fd3cd81ed302909f35 | 41% | 未知 | 1 |
| 50 | Recraft V4 2026-10-26config_fa07ef69835697d23e3b040fb04139581f99440cf5483b27820bc84a80700ac7 | 41% | 未知 | 1 |
| 51 | HiDream-O1-Image 2026-10-26config_5f82c9ef9e863a2506a7a34be84d5b001501e27dbb75ccf009e902eeab04727d | 41% | 未知 | 1 |
| 52 | Krea 2 Turbo 2026-10-26config_678dfa998cceb9f4f50e563ca05721b79f70a2aa488cea8460562b952dc8c026 | 41% | 未知 | 1 |
| 53 | Seedream 4.0 (High Res, fal) 2026-10-26config_afc503f84b07f8906885ed1a776dbad94bc693e370cbab2d100fe008cb9dc4fd | 41% | 未知 | 1 |
| 54 | GPT-Image-1 mini 2026-10-26config_f12277541eda1fca7d4a697f15e5fe8583f4443be796b9fe8c02c0f4073f84f5 | 40% | 未知 | 1 |
| 55 | Wan 2.7 Image Pro 2026-10-26config_772e7a76ae72dc48b7dedfb0f26a6d97edc2aa01da657afa949cd7dd796d73e7 | 39% | 未知 | 1 |
| 56 | Wan 2.7 Image 2026-10-26config_6314d2d07de0b4e501b0d8299b51f085d2d9ebd3aea3551f0eb66aceaca5ffbc | 38% | 未知 | 1 |
| 57 | Recraft V4.1 Flash 2026-10-26config_a80a0da2dd3fb12f8d577fed9244b427e6a04d50aec53ba6cd1d0e446070aca2 | 38% | 未知 | 1 |
| 58 | MAI-Image-1 2026-10-26config_cd66a0f2ae9f4b6abf1bb0ea58266b452768db227cb9fe31a585e3574c1ddf1d | 37% | 未知 | 1 |
| 59 | Z-Image-Turbo 2026-10-26config_6fa17219395079dabcb86351c33bb945b0ef57cc51cb3c1d9893c15e5b0839cb | 35% | 未知 | 1 |
| 60 | Seedream 3.0 2026-10-26config_b01c2e5cc0fa5fd64aa60e40f57eb23bcd841f5409855c5fecd8bfe38bcb6591 | 35% | 未知 | 1 |
| 61 | FLUX.1 Kontext [max] 2026-10-26config_a38d1511cf321e5af8bb03a597e68a92053450a187ca5b0adc792335d00fb8b7 | 34% | 未知 | 1 |
| 62 | FLUX.2 [klein] 9B 2026-10-26config_b94e24775f2504859f7b99d6992a4c8a31096b3aa0c48a45c6bc08cf6d05da0a | 33% | 未知 | 1 |
| 63 | Qwen-Image (Prompt Extend) 2026-10-26config_304ab524a6d2217135e187a92aed226df77078880dc864fff5816b69d1917dcf | 31% | 未知 | 1 |
| 64 | FLUX.1 Kontext [pro] 2026-10-26config_81a26194a1f296cbe9d4a4c267f9a54c28c93f7f0c7a8961a244c23b3dd98fff | 30% | 未知 | 1 |
| 65 | Imagen 3 (generate-002) 2026-10-26config_6b8c85e2c7a19e2b6269c66408cdcbe7fd7377d79051b564ae7633ee9b5d1c9e | 30% | 未知 | 1 |
| 66 | Qwen-Image 2026-10-26config_bb735f9b0ac5f4490d6dd1f0d8aa2a1ef706e04527096e483062b13791e068ac | 30% | 未知 | 1 |
| 67 | Ideogram 3.0 (Quality) 2026-10-26config_7285d4f2fd1ebd1bc0dd835bafcd5c2beffa94c7c7d0453046184d09a05a4e02 | 29% | 未知 | 1 |
| 68 | Luma Photon 2026-10-26config_957b6d8b0cd3107302e3c95f593329967bf3313405281320df16265d47c0ddbd | 26% | 未知 | 1 |
| 69 | P-Image 2026-10-26config_5b55be994a8983dfbe7683d9f22b0032712e9f28bc5b5f79cc62e6371929a2b2 | 25% | 未知 | 1 |
| 70 | FLUX.2 [klein] 4B 2026-10-26config_762c0d9f1b751f0e009e80378d9088a0acb5d83ed1fd8320d00555fd85cd314a | 25% | 未知 | 1 |
| 71 | Runway Gen-4 2026-10-26config_5596795b4757f6d79b0a8c87da0825faf616a4bea882be42756e8740ec5fcc9d | 24% | 未知 | 1 |
| 72 | Recraft V3 2026-10-26config_d8f705610a34e7cd9a7105f54b474cd1297afc31d8447ae53fc0a1111e6f6d05 | 23% | 未知 | 1 |
| 73 | FLUX1.1 [pro] 2026-10-26config_72c57ff1eaafaeacbc6c8d5725efe92ee17afe69b32f0b18e7bef74c6fb4b3d2 | 22% | 未知 | 1 |
| 74 | Ideogram 2.0 2026-10-26config_a05a133e653b18027e2ccf5828082e753b09acce90be59d10e3f7539a277e6ec | 22% | 未知 | 1 |
| 75 | Lucid Origin 2026-10-26config_c699060aed248afc14adbe0e386c5c3aebedd8d9eddc26258ad39212f5217e13 | 22% | 未知 | 1 |
| 76 | GLM-Image 2026-10-26config_9083157cfdf2c365e30b45f24db9906a3794d9b6a0b71393cd28324e483843ce | 22% | 未知 | 1 |
| 77 | Gemini 2.0 Flash Preview Image Generation 2026-10-26config_91bc23e751543a7982fcd8a20b2175aeefd08d744ef61f4ebbd7165d4b9d654c | 15% | 未知 | 1 |
| 78 | FLUX.1 [dev] (FP8) 2026-10-26config_d5fb9a4fd462bffd4c2b9be5c85bfb171f0c45d4e4b64274b0d7671c7889c21a | 14% | 未知 | 1 |
| 79 | DALL-E 3 2026-10-26config_7c134efc4ce6c7240c7f6a5fa440b802e24e3ea524fe1d1db5e0df7298274987 | 13% | 未知 | 1 |
| 80 | FLUX.1 Kontext [dev] 2026-10-26config_cb7d4660803084efe2bec8551192c528e09f9ff4f7dd22a45f8f388fd116389c | 8% | 未知 | 1 |
| 81 | Stable Diffusion 3.5 Large 2026-10-26config_28de4a755649297f7b0080b5b7783866acc8486ab2a19c3bb7aa5cc15fbb4554 | 8% | 未知 | 1 |
| 82 | BAGEL 2026-10-26config_5a61ccf58fda79b4030e347da39fa79b0b2df4716fa2c65befe50d0e91131472 | 0% | 未知 | 1 |
独立依据不足，无法形成头部梯队
- 校准尚未通过验证
- 独立基准族的覆盖度低于要求的门槛