Coding (frontend)
تُقارن النتائج داخل المجموعة المتطابقة فقط، فلا يُرتَّب نموذج جرى اختباره بطريقة ما مقابل نموذج جرى اختباره بطريقة أخرى.
Rank models and agents on building and iterating web interfaces from a specification
تستخدم مجموعات الترتيب مقاييس منفصلة. قارن التكوينات داخل المجموعة الواحدة فقط؛ فـ EvalRank لا يجمع الأنظمة المختلفة في قائمة ترتيب واحدة أبدًا.
الإجماع عبر المعايير
أنت أمام ترتيب واحد للنماذج عبر المقاييس المعتمدة في هذا الموضوع، موزونًا بالطريقة نفسها التي تُوزَن بها القرارات. وكل درجة تمثل حصة النموذج من أفضل نتيجة.
| الترتيب | النموذج | الحصة من الأفضل | المقاييس المرجعية |
|---|---|---|---|
| 1 | mimov26flash | 100.0% | 1 |
| 2 | hy4preview | 99.6% | 1 |
| 3 | qwen38flashnext | 99.5% | 1 |
| 4 | mimov26pro | 99.3% | 1 |
| 5 | glm53flash | 98.1% | 1 |
| 6 | qwen3827b | 97.1% | 1 |
| 7 | minimaxm31flash | 96.7% | 1 |
| 8 | Claude Opus 4.7 | 95.0% | 1 |
| 9 | grok45 | 94.9% | 1 |
| 10 | mistrallarge4 | 94.3% | 1 |
| 11 | musespark11 | 94.2% | 1 |
| 12 | Claude Opus 4.6 | 93.9% | 1 |
| 13 | Claude Opus 4.8 | 93.8% | 1 |
| 14 | claudesonnet46 | 93.0% | 1 |
| 15 | seed21propreview | 92.8% | 1 |
| 16 | Qwen3.7-Max | 92.5% | 1 |
| 17 | kimik26 | 92.2% | 1 |
| 18 | glm51 | 92.1% | 1 |
| 19 | hy3 | 92.0% | 1 |
| 20 | Gemini 3.5 Flash | 91.0% | 1 |
| 21 | minimaxm3 | 90.6% | 1 |
| 22 | sparkx26 | 90.5% | 1 |
| 23 | qwen36maxpreview | 90.5% | 1 |
| 24 | mimov25pro | 90.4% | 1 |
| 25 | kimik27code | 90.0% | 1 |
| 26 | Claude Opus 4.5 | 89.7% | 1 |
| 27 | qwen36plus | 89.3% | 1 |
| 28 | gpt55codexharness | 88.9% | 1 |
| 29 | DeepSeek-V4-Pro | 88.4% | 1 |
| 30 | gemini31propreview | 88.4% | 1 |
| 31 | gpt54codexharness | 88.2% | 1 |
| 32 | Gemini 3 Flash | 88.0% | 1 |
| 33 | gemini3pro | 88.0% | 1 |
| 34 | mimov25 | 87.9% | 1 |
| 35 | Kimi K2.5 | 87.7% | 1 |
| 36 | beam10501ba23b | 87.7% | 1 |
| 37 | glm5 | 87.7% | 1 |
| 38 | glm47 | 87.7% | 1 |
| 39 | mimov2pro | 87.6% | 1 |
| 40 | gemini35flashlite | 87.6% | 1 |
| 41 | GPT-5 | 86.6% | 1 |
| 42 | gpt52 | 86.5% | 1 |
| 43 | inkling | 86.4% | 1 |
| 44 | inklingsmall | 86.1% | 1 |
| 45 | kimik25instant | 85.9% | 1 |
| 46 | GPT-5.4 | 85.6% | 1 |
| 47 | glm5vturbo | 85.6% | 1 |
| 48 | qwen35397ba17b | 85.5% | 1 |
| 49 | nvidianemotron35supervl120ba12bnvfp4 | 85.5% | 1 |
| 50 | minimaxm27 | 85.4% | 1 |
| 51 | GPT-5.1 | 85.2% | 1 |
| 52 | Claude Opus 4.1 | 84.9% | 1 |
| 53 | minimaxm25 | 84.7% | 1 |
| 54 | Claude Sonnet 4.5 | 84.6% | 1 |
| 55 | minimaxm21preview | 84.5% | 1 |
| 56 | Grok 4.20 Beta | 84.0% | 1 |
| 57 | solarpro4 | 83.7% | 1 |
| 58 | gemma431b | 83.6% | 1 |
| 59 | qwen35122ba10b | 83.1% | 1 |
| 60 | gemma426ba4b | 83.0% | 1 |
| 61 | qwen3527b | 83.0% | 1 |
| 62 | grok43 | 82.9% | 1 |
| 63 | hy3preview | 82.9% | 1 |
| 64 | museglimmer | 82.8% | 1 |
| 65 | lagunam1 | 82.4% | 1 |
| 66 | glm46 | 81.9% | 1 |
| 67 | gpt52codex | 81.8% | 1 |
| 68 | gpt51codex | 81.7% | 1 |
| 69 | Claude Haiku 4.5 | 81.3% | 1 |
| 70 | kimik2thinkingturbo | 80.7% | 1 |
| 71 | lagunaxs2 | 79.6% | 1 |
| 72 | minimaxm2 | 79.2% | 1 |
| 73 | MiMo-V2-Flash | 78.9% | 1 |
| 74 | qwen3coder480ba35binstruct | 77.9% | 1 |
| 75 | deepseekv32exp | 77.7% | 1 |
| 76 | mistralmedium35 | 77.2% | 1 |
| 77 | gemini31flashlitepreview | 76.7% | 1 |
| 78 | katcoderprov1 | 76.7% | 1 |
| 79 | qwen3535ba3b | 76.6% | 1 |
| 80 | qwen35flash | 76.0% | 1 |
| 81 | gpt51codexmini | 76.0% | 1 |
| 82 | Grok 4.1 Fast | 75.9% | 1 |
| 83 | trinitylargethinking | 75.6% | 1 |
| 84 | mistrallarge3 | 75.3% | 1 |
| 85 | gemini25pro | 74.9% | 1 |
| 86 | Grok 4.1 | 74.2% | 1 |
| 87 | devstral2 | 73.1% | 1 |
| 88 | granite418b | 72.8% | 1 |
| 89 | mercury2 | 71.5% | 1 |
| 90 | grokcodefast1 | 71.2% | 1 |
| 91 | Grok 4 Fast | 70.8% | 1 |
| 92 | Devstral Medium | 65.4% | 1 |
نظام الساحة · مقارنة مزدوجة جماعية
استكشافي - لم يُصنَّف فائزًا بعدrg-coding-frontend-arena-system-crowd-pairwise-arena-system-v1أدلة المستكشف
WebDev Arena
مصدر واحد. رُصدت في ؛ صالحة حتى .
| الترتيب | التكوين | القدرة | عدم اليقين | العائلات |
|---|---|---|---|---|
| 1 | Claude Opus 5.5 (Max) 2026-10-28config_084599a275e2ecc33b392f6b21b473b3099ce15e9f548adf538f09167cd57b67 | 100% | غير معروف | 1 |
| 2 | GPT-6 Astra (Max) 2026-10-28config_51830a6371ffd7ce2aaf4132cd8265e5dfa55cfebbd3512026ebe097defea979 | 95% | غير معروف | 1 |
| 3 | Claude Sonnet 5.5 (xHigh) 2026-10-28config_b566020b60b6f84a037865ec779e73f2745ee7f18eb149cb3fdd045e9ace80c5 | 95% | غير معروف | 1 |
| 4 | Gemini 4 Carbon (High) 2026-10-28config_b5885d0c4371c65bfa5847c537c31c7833df2e3a5f9c88dcbd86ca74a5e4dbba | 94% | غير معروف | 1 |
| 5 | GPT-6.1 Sol (Max) 2026-10-28config_ffacb76a2986667bcda568d04996bdf1e906a794075aa9a5f15db7a272cde569 | 92% | غير معروف | 1 |
| 6 | Claude Fable 5.1 (Max) 2026-10-28config_bd097b8d37cd0bd6889953b471a7374526f39306101b84ab14cf2a5a97142dd4 | 91% | غير معروف | 1 |
| 7 | Muse Wonder Full (Max) 2026-10-28config_d935215235a69c6a8870fd51180b96d36988a550f9073761f04c0327904f15b5 | 89% | غير معروف | 1 |
| 8 | Claude Sonnet 5.5 (High) 2026-10-28config_c50afdf1ac1726362497edd399c214c5b94210dc9f184fea660a6e85fe19de33 | 87% | غير معروف | 1 |
| 9 | Kimi K3.1 Pro (Max) 2026-10-28config_9a6cf0c4808e4dafde0c0f76ad266ad50c6c44590b1ba408e9f4ad2b718f4ebe | 84% | غير معروف | 1 |
| 10 | Claude Opus 5 (Max) 2026-10-28config_1e58c5f3745e8b97d9407c7d53132b338dad140fd249fd2d57561fc8034d3354 | 84% | غير معروف | 1 |
| 11 | Gemini 4 Argon (High) 2026-10-28config_6432998da74ca18daed355f209e566e8d01dcf3d0811d4582df594ba308e03be | 82% | غير معروف | 1 |
| 12 | GPT-6 Sol (Max) 2026-10-28config_bb31f3c169d756fa12582e0d16d19c9a1df889b0477bc261ba258b2053281d8b | 82% | غير معروف | 1 |
| 13 | Qwen3.8-Max (0902) 2026-10-28config_3764034f83f951a7a778d8061aa231c05b829ba8ea5c814b93e0d1dc98af03c1 | 82% | غير معروف | 1 |
| 14 | GPT-6.1 Terra (Max) 2026-10-28config_6e038f6481b3f31fecfabca695a00f623f0c36bf037d01ab933de16c4849c57e | 81% | غير معروف | 1 |
| 15 | Qwen3.8-Max 2026-10-28config_5d1f9f2850baa283cf067db9e43b5258529fc41cdd642d4eb0633c2f9f64d350 | 81% | غير معروف | 1 |
| 16 | DeepSeek-V4.1-Flash-20261017 (Max) 2026-10-28config_e606b306bd4d361da1bb0795f652b327407c6e332a634fbf942eaf2b5eace8ce | 80% | غير معروف | 1 |
| 17 | Claude Opus 5 (High) 2026-10-28config_b46e989a33026b7201ab0e25f73f1bab48bef0058b9baded39db0fe6613ba4bf | 79% | غير معروف | 1 |
| 18 | Kimi K3 (Max) 2026-10-28config_0b7ded79e4b765c6180aae8a37fd472c676d7686bc733999b6cb6bcffed276b5 | 79% | غير معروف | 1 |
| 19 | Muse Spark 1.3 (Max) 2026-10-28config_e472fb7e89171e0551becbbdcd5315969c25419ec8f47f83d56c3201f18cd825 | 79% | غير معروف | 1 |
| 20 | Muse Wonder (Max) 2026-10-28config_1b39a10afde9161478e6bedc63e6589d4cd3693e6a296e8d3734842652d0107e | 79% | غير معروف | 1 |
| 21 | Grok 4.7 (xHigh) 2026-10-28config_919a0fb21822b7fe4118472e6be38a3fd3e89cec9c523b133c507f21f76b4832 | 77% | غير معروف | 1 |
| 22 | MiMo-V2.6-Flash 2026-10-28config_efb00ed12debed0e7d64d768b27731e7c599e17ccc4a4d856b77883e43095e8b | 77% | غير معروف | 1 |
| 23 | Hy4 preview 2026-10-28config_7c3d10207795fff35f3d4a457a0c5e173d53b6195a0fa515789c02efedffa216 | 76% | غير معروف | 1 |
| 24 | Qwen3.8-Flash-Next 2026-10-28config_b218123a96fc95641c70960b3d516813bfdc9bdd7ee79acd4fafb6e1c2057a5f | 75% | غير معروف | 1 |
| 25 | MiMo-V2.6-Pro 2026-10-28config_a90bfe5f4a8e6813e428e8e39f946d8952a0aefc0955ed74014ebf0edaad4b31 | 75% | غير معروف | 1 |
| 26 | Claude Fable 5 (High) 2026-10-28config_2a73253495da68dd0fa25050a9742de1a851a2d17a8936e71a7af383a571ff55 | 75% | غير معروف | 1 |
| 27 | GLM-5.3 (Max) 2026-10-28config_6d1ef09daa9541e21f0e2d48ebf5c60516c0128797e2c7dbd46636b420e9b20a | 75% | غير معروف | 1 |
| 28 | Muse Spark 1.3 (xHigh) 2026-10-28config_46ceae567d6575fc78fdf1a8027aee115ccf3e0e7ee33bf5cbab5856500445c8 | 74% | غير معروف | 1 |
| 29 | DeepSeek-V4.1-Flash-20260910 (Max) 2026-10-28config_da6c8def458ed53d2e549a914f3d94d3a464df6033847bc54e9031cce7d6d04c | 74% | غير معروف | 1 |
| 30 | Grok 4.6 (High) 2026-10-28config_b1df94ccc507313b4046e201b43ed98dfa78ed94d4d8b2340610aba8b0759f34 | 74% | غير معروف | 1 |
| 31 | GPT-5.6 Sol (xHigh, Codex Harness) 2026-10-28config_3c9a490032ebda40472a4ad10859c7e0a71ea1d54b2da15e5a3e22f9e2cef7e1 | 74% | غير معروف | 1 |
| 32 | GLM-5.3-Flash 2026-10-28config_89ddbe2417e2a7b6eed655ea7c11869f5fb3cd7cfb9236eb4478a6510dfe1945 | 72% | غير معروف | 1 |
| 33 | GLM-5.2 (Max) 2026-10-28config_1c067e34d8425eca81e276822bddb10b98f8c46855f4d7865df23ba7e46c397d | 72% | غير معروف | 1 |
| 34 | Qwen3.8-27B 2026-10-28config_c1a6506519a672db95df472125ae2f25c30cb9a89e6618e8f618679bccf7d395 | 70% | غير معروف | 1 |
| 35 | Gemini 3.7 Flash (High) 2026-10-28config_9db5e2752ade2872af93694d3449028b62cdb7a5d15beac2d998b590e16a4c55 | 70% | غير معروف | 1 |
| 36 | Claude Haiku 5.5 (High) 2026-10-28config_303cacd37229916aca42b1fe17583bcd35fdc673056f2210bb70fe54eed26c37 | 70% | غير معروف | 1 |
| 37 | Gemini 3.8 Flash (High) 2026-10-28config_3652be9953d261d0050fb0995a1591ec590059df8fa5a73bbf30205c207bea2e | 69% | غير معروف | 1 |
| 38 | MiniMax-M3.1-Flash 2026-10-28config_aae5cd8ca2cceb3559c0e94a729b101533c7c41abac0b6bd8c1f42b81a0a3d42 | 69% | غير معروف | 1 |
| 39 | DeepSeek-V4-Pro (High, 20260813) 2026-10-28config_0b05f128d7a755dee259972d7da44d4fafd72bff6a44be7161b08b6e34860d6e | 69% | غير معروف | 1 |
| 40 | DeepSeek-V4-Flash (High) 2026-10-28config_8179bfb73cff50fbc85446cfeb2c853900a190b0d8cbfc1fe03f3d3c249569fb | 69% | غير معروف | 1 |
| 41 | GPT-6 Luna (Max) 2026-10-28config_0d0acb55cfa859062104ea03d70e02d556c74c0f61f5f1f84b2d9d5233574137 | 69% | غير معروف | 1 |
| 42 | Step 5 Preview (High) 2026-10-28config_5a7b7269210d74b8d558d4408cb9143ca73d6780513d8ba57aa8e373eab7082f | 68% | غير معروف | 1 |
| 43 | Claude Opus 4.7 (High) 2026-10-28config_a0893952f903309f38846f36b00231417668a2a4a891e2477648c3de6c45e70e | 66% | غير معروف | 1 |
| 44 | Claude Opus 4.8 (High) 2026-10-28config_7d7f2728fe3a8022b3b3376cd4756483d70fb0835c93ae2476ac9621f4b20e65 | 66% | غير معروف | 1 |
| 45 | Claude Opus 4.7 2026-10-28config_f6c7e371219a6d99e803f9396c66f2626b12ac473b7c243321fa2c843813cacc | 66% | غير معروف | 1 |
| 46 | Grok 4.5 2026-10-28config_a0ffd6609260d519939ed3c533540f5778ab3dbbfaec582e241e07c56021c3d5 | 65% | غير معروف | 1 |
| 47 | Claude Opus 4.6 (High) 2026-10-28config_71b3bad3c7d123207dc57d3ac4c4343e9ca0a2857ac27ac24576d820749c5627 | 64% | غير معروف | 1 |
| 48 | Mistral Large 4 2026-10-28config_2a06cd32756758c970720a67b63a99c63446d8c4acaef7e67fc87bbfee11e244 | 64% | غير معروف | 1 |
| 49 | Muse Spark 1.1 2026-10-28config_d4af76ee4a06e86c56cb3986c506879e5476a761a2bb84d729248567f5aec1a3 | 64% | غير معروف | 1 |
| 50 | Claude Sonnet 5 (High) 2026-10-28config_e6953c08753b928e5af7145fdd3ed3ee57c9b604244ec4547ff49c1b7be9bdc5 | 63% | غير معروف | 1 |
| 51 | Gemini 3.6 Flash (High) 2026-10-28config_54d01ce2e2f8cc1bac4e770892927598f97ff5f1540dae0135e15f88764eb427 | 63% | غير معروف | 1 |
| 52 | Claude Opus 4.6 2026-10-28config_56ead420187d3a8a7b41a1196ee296de6df5500d1b61df5d52980ca11803df51 | 63% | غير معروف | 1 |
| 53 | Claude Opus 4.8 2026-10-28config_4ba234aa493ae5cd6fea44ee1e421f71dd9703fcd0a57c609f05ea5fadfd41b5 | 63% | غير معروف | 1 |
| 54 | Muse Spark 1.2 (xHigh) 2026-10-28config_2885794b66bedac4effd325f8faa444f95f5ed7202e1361fa63ecc8e0910bc56 | 63% | غير معروف | 1 |
| 55 | Muse Spark Open (Max) 2026-10-28config_50a9393101152084234988b7b6d371bf8537ef6e8b1db0b23e69029ba4170933 | 62% | غير معروف | 1 |
| 56 | Claude Sonnet 4.6 2026-10-28config_548199089e3bce2ea1fad23b707f0fbd27632542663e46558b34f8de838d4a78 | 61% | غير معروف | 1 |
| 57 | GPT-5.6 Terra (xHigh, Codex Harness) 2026-10-28config_f3d6b5c8454dfbc0308eabfd4197f312930941106809e3a2207fcdc2640f655e | 61% | غير معروف | 1 |
| 58 | Seed2.1 Pro Preview 2026-10-28config_2061ddd4057137bcbba659bdd3ab7a76ae2ee7ec875667e4eb1a2460310d0403 | 61% | غير معروف | 1 |
| 59 | GPT-5.6 Luna (xHigh, Codex Harness) 2026-10-28config_78043f3b1bd3115773d2eb90686486e0644e7142a26e5161b55504a785ad2d08 | 61% | غير معروف | 1 |
| 60 | Qwen3.7-Max (20260517) 2026-10-28config_bcf6c53f0a79b9dcde7e010b3ca8707f18e63beeb94f3fd4cf4ab744f2b41ec9 | 60% | غير معروف | 1 |
| 61 | GPT-5.5 (xHigh, Codex Harness) 2026-10-28config_70a5b942d7e40d86b3f1cdb3108eef4050d50dadb54e82affa960f3ebb4c0114 | 60% | غير معروف | 1 |
| 62 | Kimi K2.6 2026-10-28config_c6b65847fc34a26ac47dbebc5e518ceef2497c3e172406918eecb24e3551ed17 | 59% | غير معروف | 1 |
| 63 | GLM-5.1 2026-10-28config_c3bd31b8773dec7bb6d5be4544335afa860ba332fd76a4de34f80ea032dede50 | 59% | غير معروف | 1 |
| 64 | Hy3 2026-10-28config_a25d9e603028ed8a31501b5c8e1a4490912dac5990811c0d88255da6e940bf90 | 59% | غير معروف | 1 |
| 65 | Gemini 3.5 Flash (High) 2026-10-28config_695672396293133a26af17b0ea320ea78772353ccfd9e56eb0f1596103a53a1b | 58% | غير معروف | 1 |
| 66 | Claude Opus 4.5 (High, 32K, 20251101) 2026-10-28config_c276df7ba009d3927718aa16804369178074fde0d4be596fdc3eb2a587483dff | 57% | غير معروف | 1 |
| 67 | Gemini 3.5 Flash (Medium) 2026-10-28config_d47df26fba1e9878228adbfb791d02dc1aa97e912e6af363c02cd22ccab91bfa | 57% | غير معروف | 1 |
| 68 | GPT-5.5 (High, Codex Harness) 2026-10-28config_ff25aae78aafa6a9921ab4e13dcb946a3cfab7992990491758191019640a7c5d | 56% | غير معروف | 1 |
| 69 | MiniMax-M3 2026-10-28config_262d41d8a151fa7ee8a19c2561ca43853c25dafa016de34d09ebca473b710063 | 56% | غير معروف | 1 |
| 70 | Spark-X2.6 2026-10-28config_a01f5f2a24041a4e571a38949c7c210752b6ce7deb372ccc6cf65d75f5a368b4 | 56% | غير معروف | 1 |
| 71 | Qwen3.6-Max-Preview 2026-10-28config_f2071e001e4c134cdc739b6a3be4a0d2b502b56f863c0b16fa99491ce742f5d1 | 56% | غير معروف | 1 |
| 72 | MiMo-V2.5-Pro 2026-10-28config_eeea2083450257442c0275fd4794aacec120a9b9461f9a1c973346de81123b2b | 55% | غير معروف | 1 |
| 73 | Kimi K2.7 Code 2026-10-28config_134e208a6e6322b3ca1021f7a929e7d5bed6e65ebb5b9b13e49467aae0949672 | 54% | غير معروف | 1 |
| 74 | Claude Opus 4.5 (20251101) 2026-10-28config_1c9c88a601597e26182aa01b7cbce9f1e45e65c6ec9cf631533fc42e7eed074b | 54% | غير معروف | 1 |
| 75 | DeepSeek-V4-Pro Preview (High) 2026-10-28config_8ead868ac1e453f93a57b1bb21e4d5e92b356054ed87d598c0a2595a13a3b02f | 53% | غير معروف | 1 |
| 76 | GPT-5.4 (High, Codex Harness) 2026-10-28config_a8222bb3ea402fb009e533e2a0318193ac20d53b231852ee5b478055bd7d6744 | 53% | غير معروف | 1 |
| 77 | Qwen3.6-Plus 2026-10-28config_70ed83ae1c9d9f52b318e624ce5ab5bc31290be301afbb3e795950d1c0515d6c | 53% | غير معروف | 1 |
| 78 | GPT-5.5 (Codex Harness) 2026-10-28config_5018e2bfd126e6a38eee61dce0c56dac184aec9f1b559bb8ecfa51f8b95cf6c5 | 52% | غير معروف | 1 |
| 79 | DeepSeek-V4-Pro 2026-10-28config_a3f4a1cea3817823a41ac0d901563112bdd255ba9525b8777bc5f0f6a6642b85 | 51% | غير معروف | 1 |
| 80 | Gemini 3.1 Pro Preview 2026-10-28config_98162614196039f883345c03893b46c09934bec5583988b76479f966de5996ee | 51% | غير معروف | 1 |
| 81 | GPT-5.4 (Medium, Codex Harness) 2026-10-28config_391927a789ad9cf0bb21aafb716eecb40c12448076b2ce63adee9dbec408fb29 | 50% | غير معروف | 1 |
| 82 | Gemini 3 Flash 2026-10-28config_cb3964cc363adff7228a3a48b2e468e142e2daeb0e858cf52219cb017de9ed07 | 50% | غير معروف | 1 |
| 83 | Gemini 3 Pro 2026-10-28config_b38e02e62231e15e625df727f57f79c574a41dbff08bdba8f157512c1da37283 | 50% | غير معروف | 1 |
| 84 | MiMo-V2.5 2026-10-28config_099667268b4ff0bb2b36c92b19f65fd6bfbe4cc198d286a2013bafdfe719c38c | 50% | غير معروف | 1 |
| 85 | Kimi K2.5 (Thinking) 2026-10-28config_20ff5d44e0e312dbd1d86d55c67a7b1df9fd631de82eb16ca67720cfe00c9737 | 49% | غير معروف | 1 |
| 86 | Beam 1.0 501B A23B 2026-10-28config_538d31ab0def325d05a738f7c8393ab691ff712c77884ce8a8dff5163bee4c60 | 49% | غير معروف | 1 |
| 87 | GLM-5 2026-10-28config_a728f37b4624d9eb170e19dc7e7afd20c0dfc1ad7017e680800c539029a5c8f7 | 49% | غير معروف | 1 |
| 88 | GLM-4.7 2026-10-28config_3cbac8f67d24c8fa2b4863c4102e8827c05e9504fe8135f65bca14989672d71b | 49% | غير معروف | 1 |
| 89 | MiMo-V2-Pro 2026-10-28config_d9d3bab83d4b223c0bde4a4003c9a05ed059c9ee2dd6c65361f6df2ab6e3e706 | 49% | غير معروف | 1 |
| 90 | Gemini 3.5 Flash-Lite 2026-10-28config_5f2c79ba2c116b5a7148f69d9544b6d99ba53d0bf0224146a423710a428c17a1 | 49% | غير معروف | 1 |
| 91 | DeepSeek-V4-Flash Preview (High) 2026-10-28config_3b11fb309f648d3f9ed4a3a59c0a0ea31ddd7359b8f1ba987bc60a67218fa04d | 49% | غير معروف | 1 |
| 92 | GPT-5 (Medium) 2026-10-28config_1b53fff12c8a6033457fbda61e70e78f256fdd4065953999217685a81e3970ea | 47% | غير معروف | 1 |
| 93 | GPT-5.2 2026-10-28config_b50462ec90c6a2b7c3c1f0ee5bb69e0475862b559acb14a9a02bf13f19950384 | 47% | غير معروف | 1 |
| 94 | Inkling 2026-10-28config_e6612e5cae60e38bdf5ca467aa101e87daa38ef6465ce456e2108876cbb97be6 | 47% | غير معروف | 1 |
| 95 | Inkling-Small 2026-10-28config_9c074775d10d8fdadbdccfdabe67708491e18d48e590fef83d8bf2d02a5a8818 | 46% | غير معروف | 1 |
| 96 | Kimi K2.5 (Instant) 2026-10-28config_a3735b8487d942fe5067c67c51408fbfcb925aa068795ce568da198eee8ef7f9 | 45% | غير معروف | 1 |
| 97 | GPT-5.4 2026-10-28config_f9d85f646c0a118c62dfd0862e19869e716cfe395f8cc7f138ae29c490c4d97b | 45% | غير معروف | 1 |
| 98 | GLM-5V-Turbo 2026-10-28config_c97363fe724129d4e908cd40c1bfc91efa6d86a3523465505bde8e89a2b2f7f3 | 45% | غير معروف | 1 |
| 99 | Qwen3.5-397B-A17B 2026-10-28config_76f6d4d75d27398a48f3b24ac013c8b991369ade3017b5719d0c522e5661cd4d | 45% | غير معروف | 1 |
| 100 | NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4) 2026-10-28config_69357f72bc3cbdc8a058e0c1d037a720e0f96709f374dcfa8b1f0a633c7d8cfe | 44% | غير معروف | 1 |
| 101 | MiniMax-M2.7 2026-10-28config_44d547a42b68cf763ffab5f5846a1d7015e443c860904615f2fd846052f44fed | 44% | غير معروف | 1 |
| 102 | GPT-5.4 mini (High) 2026-10-28config_4daa1cbb84569c509b1ffbf3dd92174cfbb4334dddd3b90403837ce5c9a2202e | 44% | غير معروف | 1 |
| 103 | GPT-5.1 (Medium) 2026-10-28config_e3713106475f831cac9815880c1f4a75e52ed91aeca6556bb571f86ce8621069 | 44% | غير معروف | 1 |
| 104 | Claude Sonnet 4.5 (High, 32K, 20250929) 2026-10-28config_a2dac6a8d32a637d2c81784dcb183ef0e973ffdab79c0fb7ed86d3d108f33054 | 44% | غير معروف | 1 |
| 105 | Claude Opus 4.1 (20250805) 2026-10-28config_c69fd3c11d15628c48f50295afbb9cd60071a520baa68adc2a0084928cd9fb89 | 43% | غير معروف | 1 |
| 106 | MiniMax-M2.5 2026-10-28config_cfe79ed60df7188779bc3aa3dd3f76eb54289cc686741ad9a223b69514cb7f17 | 43% | غير معروف | 1 |
| 107 | Claude Sonnet 4.5 (20250929) 2026-10-28config_61277d2fed8999820bb9400b0b907b40d0d9e03320172fb81b99b1c7ac623136 | 42% | غير معروف | 1 |
| 108 | Gemini 3 Flash (Minimal) 2026-10-28config_34eb618da9e9b607bec97d04c92bffe516b52b3f02473539ef8674b11756be84 | 42% | غير معروف | 1 |
| 109 | MiniMax-M2.1 Preview 2026-10-28config_b2daacee10f3e9b05eaa6cb75989cbc85aef6edd0b19da1122c16da07720218b | 42% | غير معروف | 1 |
| 110 | Grok 4.20 Beta (Reasoning, 0309) 2026-10-28config_9f976ce8d423bebfee0ebd87588b09c860290f21ea354d5e0284cec79c4c2dd8 | 41% | غير معروف | 1 |
| 111 | Solar Pro 4 2026-10-28config_66097ba4157cafde82c9ccf0eef6c3dc4d75b2ee2f99fcb5de2e8de5f9a1b001 | 40% | غير معروف | 1 |
| 112 | Gemma 4 31B 2026-10-28config_5b2957f29669afc60610e8cbb4fb74834cb83c5869da3e8cf96d0642771361b4 | 40% | غير معروف | 1 |
| 113 | DeepSeek-V3.2 (Thinking) 2026-10-28config_ddf188e0084b069810fcce60c958dc197b33a45fe06a3670c1b3dc1d2a2accfc | 39% | غير معروف | 1 |
| 114 | Qwen3.5-122B-A10B 2026-10-28config_ea7ef76be1f6686313c52a500b09204e3f69f62e4892c8a3495d541f22275b8f | 39% | غير معروف | 1 |
| 115 | Gemma 4 26B A4B 2026-10-28config_6226e52ab3ea11dd3377d5d38bde389e41966b2fa754849f6bd9070d78c1b27e | 39% | غير معروف | 1 |
| 116 | Qwen3.5-27B 2026-10-28config_76a655f5218dd7ac2e5692d4d6cdb4c1a3d02d369232cfb9ab6c333d0be4458f | 39% | غير معروف | 1 |
| 117 | Grok 4.3 2026-10-28config_9a1e9d7780c75d951f0ecd41e81cefb129e720a2961114e5fbaeee097f0ca586 | 39% | غير معروف | 1 |
| 118 | Hy3 preview 2026-10-28config_3e1c945a4bbb988af58896242c8892e29e1bdb483d0d08c2e7fea5b531466d6c | 39% | غير معروف | 1 |
| 119 | Muse Glimmer 2026-10-28config_58a86e8119252e0a9427bd52072f1f447d037faaacb504253f3a0f7e7700e091 | 38% | غير معروف | 1 |
| 120 | Laguna M.1 2026-10-28config_2e740cf9515fc1c0cd4b324010de5e74282c075343554e2ad1d35882fe0437ea | 38% | غير معروف | 1 |
| 121 | GPT-5.1 2026-10-28config_49c62ff88186b195ac4be26e746397ac8464c5d96db480049c60bc0d74af12ca | 37% | غير معروف | 1 |
| 122 | GLM-4.6 2026-10-28config_126ab9768458d1a1fa49c2e22bf76de79482ad132767435a892a6fed4767ede7 | 37% | غير معروف | 1 |
| 123 | GPT-5.2-Codex 2026-10-28config_342e066f8fc5f01e4701837b17d696224c505f07a524968b79f52f0a888feee1 | 36% | غير معروف | 1 |
| 124 | GPT-5.1-Codex 2026-10-28config_1f643cbfd962680e0ec85eeb8dca2df50088aa1b734ac457f04c65270f6b9390 | 36% | غير معروف | 1 |
| 125 | MiMo-V2-Flash (Non-Thinking) 2026-10-28config_83e3a3a9ba43054fe5c6c1472529c8b22daca25b3f806334ffbf6763b8c90efb | 35% | غير معروف | 1 |
| 126 | Claude Haiku 4.5 (20251001) 2026-10-28config_2fbd79994b26a3ba7bcdf37bb3986ccd5c79b7a14024aabcec8a5ba325d54fd8 | 35% | غير معروف | 1 |
| 127 | DeepSeek-V3.2 2026-10-28config_285ad99dd3ee2d9e091a6df003d665725539d5e6fd10bd654a33684630dbdcba | 34% | غير معروف | 1 |
| 128 | Kimi K2 Thinking Turbo 2026-10-28config_42da6c6f0d996ebb0c86c5229ca8182be06f10eea1042be71b6b2ea35f8bbc76 | 34% | غير معروف | 1 |
| 129 | Laguna XS.2 2026-10-28config_8243a6058ccd615ef333619f6517fc6f41205512e367c1e5574265abcdddddaa | 31% | غير معروف | 1 |
| 130 | MiniMax-M2 2026-10-28config_7864c7a4ba76b4590a132a68daff5290b867e1529152f4ddee99e01bd5930889 | 31% | غير معروف | 1 |
| 131 | MiMo-V2-Flash (Thinking) 2026-10-28config_a6942492938c4aeb11ce4c1f62a9c65441d6c5d8dc48b6f03048e09039d948a4 | 30% | غير معروف | 1 |
| 132 | Qwen3-Coder-480B-A35B-Instruct 2026-10-28config_6656bebb33d290c8e00c51fd2ad0aa2f30a8b8055fe5d8211dc43eb3a6ddc764 | 28% | غير معروف | 1 |
| 133 | DeepSeek-V3.2-Exp 2026-10-28config_1df482544c806c340dea2135f137eb2bdc6a9a3cffa797069971b51bee26fd40 | 27% | غير معروف | 1 |
| 134 | Mistral Medium 3.5 2026-10-28config_9f28741307b78cb13f2178ca80cb4bc97fedb1acb42d6f448c8f36d4cf850d3e | 26% | غير معروف | 1 |
| 135 | Gemini 3.1 Flash-Lite Preview 2026-10-28config_8386f1124c7adc557e06bcaec7e64f9d1b1ac3fdd9188c7cf166d3ad4998d2e1 | 25% | غير معروف | 1 |
| 136 | KAT-Coder-Pro V1 2026-10-28config_8727c5978a47691405d201ba13355a6e766594c5901ea40b45a5186333ffc64b | 25% | غير معروف | 1 |
| 137 | Qwen3.5-35B-A3B 2026-10-28config_81f459a582189702a99b2fe0839297b41d53c3e78cb1602faeddb19d9701cd83 | 25% | غير معروف | 1 |
| 138 | Qwen3.5-Flash 2026-10-28config_8f96f2e6a084820317432247719a5472fcea56242564433280fa09de07f927d2 | 23% | غير معروف | 1 |
| 139 | GPT-5.1-Codex-Mini 2026-10-28config_65db158611ae509a99169d9ba91008d41bc6bd08ce31840e2d91e36560c93933 | 23% | غير معروف | 1 |
| 140 | Grok 4.1 Fast (Reasoning) 2026-10-28config_3fa24975048aa9b79314fff5274d6fbdf6b9f6a19c1db9615fb1a6e06e8c8e3d | 23% | غير معروف | 1 |
| 141 | Trinity Large Thinking 2026-10-28config_4b135e8eb19fba5544ba64242e9d40b2f1a39b0f8fc37e646e8fea8f6aac2807 | 23% | غير معروف | 1 |
| 142 | Mistral Large 3 2026-10-28config_e5a1e2a3b3a8294b2ccaf44318054f5fe08809eb8d374ed48cb10e16d8aeade6 | 22% | غير معروف | 1 |
| 143 | Gemini 2.5 Pro 2026-10-28config_1336732a0ef97f0f6d39514d45b693b0fbef53a147c359a21de9a252cf04ca80 | 21% | غير معروف | 1 |
| 144 | Grok 4.1 (Thinking) 2026-10-28config_3375f4e37a7f1849bb62258a22b0019aa648ce72b8a22fced24881b960e7cfa7 | 19% | غير معروف | 1 |
| 145 | Devstral 2 2026-10-28config_454a6c5abe890a20c52c2ca7e653c351f37bb5ee4879742439031c4db7b9d023 | 17% | غير معروف | 1 |
| 146 | Granite 4.1 8B 2026-10-28config_0f928d06bee8d8faa8f2874b62af99963f372c10ea698e25aff5e87e8a0db5d0 | 16% | غير معروف | 1 |
| 147 | Mercury 2 2026-10-28config_82131b142be530fb1b76bfeca018e8e6d916d716859c59dd76f9d30971f61953 | 13% | غير معروف | 1 |
| 148 | Grok Code Fast 1 2026-10-28config_7741297a65e525edbd81ac9a6496d4c23fd74a0fd59a7fd90425e3d87884a693 | 13% | غير معروف | 1 |
| 149 | Grok 4 Fast (Reasoning) 2026-10-28config_aece0d7cc9749b540b0eef59b46b4067a2efb71ec5d8e82ef8fae127e64abd8d | 12% | غير معروف | 1 |
| 150 | Devstral Medium (2507) 2026-10-28config_1e1f97bb9533e6f18a7498d415443eb242bdce527ecc97ab6ee8ae3e4171dcb7 | 0% | غير معروف | 1 |
لا توجد أدلة مستقلة كافية لتكوين مجموعة أعلى
- لم يتم التحقق من معايرة النتائج
- تغطية عائلات المعايير المستقلة أقل من الحد المطلوب