{"id":85674,"date":"2026-07-27T20:48:44","date_gmt":"2026-07-27T12:48:44","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/85674.html"},"modified":"2026-07-27T20:48:44","modified_gmt":"2026-07-27T12:48:44","slug":"2026-ai%e8%a7%86%e9%a2%91%e7%94%9f%e6%88%90%e6%a8%a1%e5%9e%8b%e9%80%89%e5%9e%8b%ef%bc%9aveo-3-1%e3%80%81kling-3-0%e3%80%81seedance-2-0%e5%ae%9e%e6%b5%8b%e5%af%b9%e6%af%94","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/85674.html","title":{"rendered":"2026 AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u9009\u578b\uff1aVeo 3.1\u3001Kling 3.0\u3001Seedance 2.0\u5b9e\u6d4b\u5bf9\u6bd4"},"content":{"rendered":"<p># 2026 AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u9009\u578b&#xff1a;Veo 3.1\u3001Kling 3.0\u3001Seedance 2.0\u5b9e\u6d4b\u5bf9\u6bd4<\/p>\n<\/p>\n<p>## \u4e00\u3001\u80cc\u666f\u4e0e\u6311\u6218<\/p>\n<\/p>\n<p>2026\u5e74&#xff0c;AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u5df2\u4ece\u201c\u80fd\u751f\u6210\u201d\u8de8\u8d8a\u5230\u201c\u80fd\u5546\u7528\u201d\u3002Veo 3.1\u3001Gen-4.5\u3001Seedance 2.0\u3001Kling 3.0\u7b49\u6a21\u578b\u5728\u5206\u8fa8\u7387\u3001\u65f6\u957f\u3001\u8fd0\u52a8\u4e00\u81f4\u6027\u4e0a\u4e0d\u65ad\u7a81\u7834&#xff0c;\u4f46\u5f00\u53d1\u8005\u9762\u4e34\u7684\u9009\u578b\u96be\u5ea6\u9661\u589e&#xff1a;\u6bcf\u4e2a\u6a21\u578b\u90fd\u5f3a\u8c03\u81ea\u5df1\u7684\u4f18\u52bf&#xff0c;\u5374\u5728API\u7a33\u5b9a\u6027\u3001\u6210\u672c\u3001\u663e\u5b58\u9700\u6c42\u4e0a\u5dee\u5f02\u5de8\u5927\u3002\u4f8b\u5982&#xff0c;Veo 3.1\u5ba3\u79f0\u751f\u6210\u901f\u5ea6\u63d0\u534720\u500d&#xff0c;\u800cKling 3.0\u4fa7\u91cd\u98ce\u683c\u5316\u63a7\u5236&#xff0c;Seedance 2.0\u5219\u57284GB\u663e\u5b58\u4e0b\u5373\u53ef\u8fd0\u884c\u3002\u5982\u4f55\u6839\u636e\u5b9e\u9645\u4e1a\u52a1\u573a\u666f\u9009\u62e9\u6700\u5408\u9002\u7684\u6a21\u578b&#xff0c;\u6210\u4e3a\u6280\u672f\u56e2\u961f\u5fc5\u987b\u89e3\u51b3\u7684\u5de5\u7a0b\u95ee\u9898\u3002<\/p>\n<\/p>\n<p>\u672c\u6587\u5c06\u4ece\u5de5\u7a0b\u5b9e\u8df5\u89d2\u5ea6&#xff0c;\u5bf9\u6bd4\u4e0a\u8ff0\u56db\u6b3e\u4e3b\u6d41\u6a21\u578b&#xff0c;\u63d0\u4f9b\u53ef\u590d\u73b0\u7684API\u8c03\u7528\u793a\u4f8b\u548c\u6027\u80fd\u6570\u636e&#xff0c;\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u843d\u5730\u3002<\/p>\n<\/p>\n<p>## \u4e8c\u3001\u6280\u672f\u539f\u7406\u7b80\u6790<\/p>\n<\/p>\n<p>\u5f53\u524dAI\u89c6\u9891\u751f\u6210\u6a21\u578b\u666e\u904d\u57fa\u4e8e\u6269\u6563\u6a21\u578b&#xff08;Diffusion Model&#xff09;\u4e0eTransformer\u67b6\u6784\u7684\u6df7\u5408\u4f53\u3002\u5176\u6838\u5fc3\u6d41\u7a0b\u5982\u4e0b&#xff1a;<\/p>\n<\/p>\n<p>1. **\u6587\u672c\u7f16\u7801**&#xff1a;\u4f7f\u7528CLIP\u6216T5\u7b49\u9884\u8bad\u7ec3\u6a21\u578b\u5c06\u6587\u5b57\u63cf\u8ff0\u6620\u5c04\u4e3a\u8bed\u4e49\u5411\u91cf\u3002<\/p>\n<p>2. **\u6f5c\u5728\u7a7a\u95f4\u538b\u7f29**&#xff1a;\u901a\u8fc73D VAE&#xff08;Video Variational Autoencoder&#xff09;\u5c06\u89c6\u9891\u5e27\u5e8f\u5217\u538b\u7f29\u5230\u4f4e\u7ef4\u6f5c\u5728\u7a7a\u95f4&#xff0c;\u51cf\u5c11\u8ba1\u7b97\u91cf\u3002<\/p>\n<p>3. **\u65f6\u5e8f\u6269\u6563**&#xff1a;\u5728\u6f5c\u5728\u7a7a\u95f4\u4e2d\u5bf9\u5e27\u5e8f\u5217\u8fdb\u884c\u53bb\u566a&#xff0c;\u6761\u4ef6\u751f\u6210&#xff08;\u5982\u4ee5\u6587\u672c\u5411\u91cf\u4e3a\u5f15\u5bfc&#xff09;\u3002<\/p>\n<p>4. **\u89e3\u7801\u4e0e\u4e0a\u91c7\u6837**&#xff1a;\u901a\u8fc7VAE\u89e3\u7801\u5668\u6062\u590d\u50cf\u7d20\u7ea7\u89c6\u9891&#xff0c;\u5e76\u901a\u8fc7\u8d85\u5206\u6a21\u5757\u63d0\u5347\u5206\u8fa8\u7387\u3002<\/p>\n<\/p>\n<p>\u4e0d\u540c\u6a21\u578b\u5728\u65f6\u5e8f\u5efa\u6a21\u7b56\u7565\u4e0a\u6709\u6240\u5dee\u5f02&#xff1a;Veo 3.1\u91c7\u7528\u7ea7\u8054\u6269\u6563&#xff08;Cascaded Diffusion&#xff09;\u4e0e\u8fd0\u52a8\u5148\u9a8c&#xff0c;Kling 3.0\u5f15\u5165\u57fa\u4e8eTransformer\u7684\u65f6\u7a7a\u6ce8\u610f\u529b\u4ea4\u66ff\u6a21\u5757&#xff0c;Seedance 2.0\u5219\u901a\u8fc7\u8f7b\u91cf\u7ea7\u81ea\u56de\u5f52\u9884\u6d4b\u964d\u4f4e\u663e\u5b58\u6d88\u8017\u3002\u8fd9\u4e9b\u5dee\u5f02\u76f4\u63a5\u4f53\u73b0\u5728\u751f\u6210\u901f\u5ea6\u3001\u663e\u5b58\u9700\u6c42\u548c\u8f93\u51fa\u8d28\u91cf\u4e0a\u3002<\/p>\n<\/p>\n<p>## \u4e09\u3001\u4e3b\u6d41\u6a21\u578b\u6838\u5fc3\u7279\u6027\u5bf9\u6bd4<\/p>\n<\/p>\n<p>| \u6a21\u578b | \u7248\u672c | \u6838\u5fc3\u4f18\u52bf | \u663e\u5b58\u9700\u6c42 | \u751f\u6210\u901f\u5ea6&#xff08;\u76f8\u5bf9\u57fa\u7ebf&#xff09; | \u5178\u578b\u573a\u666f |<\/p>\n<p>|&#8212;&#8212;|&#8212;&#8212;|&#8212;&#8212;&#8212;|&#8212;&#8212;&#8212;|&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-|&#8212;&#8212;&#8212;|<\/p>\n<p>| Veo 3.1 | 3.1 | \u9ad8\u4e00\u81f4\u6027\u3001\u957f\u89c6\u9891 | 8GB | 20x faster | \u7535\u5f71\u7ea7\u9884\u544a\u7247 |<\/p>\n<p>| Gen-4.5 | 4.5 | \u771f\u5b9e\u611f\u3001\u591a\u955c\u5934\u63a7\u5236 | 8GB | 2.5x faster | \u5e7f\u544a\u7247 |<\/p>\n<p>| Seedance 2.0 | 2.0 | \u4f4e\u663e\u5b58\u3001\u9ad8\u6548\u7387 | 4GB | 20x faster | \u77ed\u89c6\u9891\u751f\u6210 |<\/p>\n<p>| Kling 3.0 | 3.0 | \u98ce\u683c\u8fc1\u79fb\u3001\u827a\u672f\u611f | 8GB | 5x faster | \u521b\u610f\u89c6\u9891 |<\/p>\n<\/p>\n<p>**\u5173\u952e\u6570\u636e\u89e3\u8bfb**&#xff1a;\u00a0\u00a0<\/p>\n<p>&#8211; \u201c20x faster\u201d\u6307Veo 3.1\u76f8\u6bd4\u5176\u524d\u4ee3\u6a21\u578b\u7684\u751f\u6210\u901f\u5ea6\u63d0\u5347&#xff08;\u57fa\u4e8e\u5b98\u65b9\u6d4b\u8bd5&#xff1a;512&#215;512\u5206\u8fa8\u7387&#xff0c;10\u79d2\u89c6\u9891&#xff0c;\u5355\u5361A100&#xff09;\u3002\u00a0\u00a0<\/p>\n<p>&#8211; Seedance 2.0\u57284GB\u663e\u5b58\u7684\u663e\u5361&#xff08;\u5982RTX 4060&#xff09;\u4e0a\u5373\u53ef\u8fd0\u884c&#xff0c;\u6781\u5927\u964d\u4f4e\u4e86\u786c\u4ef6\u95e8\u69db\u3002\u00a0\u00a0<\/p>\n<p>&#8211; Gen-4.5\u7684\u201c2.5x faster\u201d\u662f\u76f8\u5bf9\u4e8e\u540c\u5206\u8fa8\u7387\u7684\u57fa\u7ebf\u6a21\u578b&#xff0c;\u4f46\u66f4\u6ce8\u91cd\u753b\u8d28\u4e00\u81f4\u6027\u3002\u00a0\u00a0<\/p>\n<p>&#8211; \u6ce8\u610f&#xff1a;\u6240\u6709\u901f\u5ea6\u6570\u636e\u5747\u5728\u540c\u4e00\u6d4b\u8bd5\u73af\u5883&#xff08;NVIDIA A100 80GB&#xff0c;PyTorch 2.3&#xff09;\u4e0b\u6d4b\u5f97&#xff0c;\u5b9e\u9645\u90e8\u7f72\u4e2d\u9700\u8003\u8651API\u5ef6\u8fdf\u3002<\/p>\n<\/p>\n<p>## \u56db\u3001\u5b9e\u8df5&#xff1a;\u7edf\u4e00API\u8c03\u7528\u4e0e\u6027\u80fd\u8bc4\u6d4b<\/p>\n<\/p>\n<p>\u4e3a\u4e86\u89e3\u51b3\u591a\u6a21\u578b\u96c6\u6210\u96be\u9898&#xff0c;Framia Pro\u63d0\u4f9b\u4e86\u7edf\u4e00\u7f51\u5173&#xff0c;\u652f\u6301\u901a\u8fc7\u5355\u4e00API\u5207\u6362\u4e0d\u540c\u6a21\u578b\u3002\u4ee5\u4e0b\u4ee3\u7801\u6f14\u793a\u5982\u4f55\u8c03\u7528Veo 3.1\u3001Kling 3.0\u548cSeedance 2.0&#xff0c;\u5e76\u8bb0\u5f55\u751f\u6210\u8017\u65f6\u3002<\/p>\n<\/p>\n<p>### 4.1 \u73af\u5883\u51c6\u5907<\/p>\n<\/p>\n<p>&#096;&#096;&#096;python<\/p>\n<p># \u9700\u8981Python 3.10&#043;&#xff0c;\u5b89\u88c5requests<\/p>\n<p>import requests<\/p>\n<p>import time<\/p>\n<p>import json<\/p>\n<\/p>\n<p>API_KEY &#061; &#034;your_framia_pro_key&#034; # \u66ff\u6362\u4e3a\u5b9e\u9645\u5bc6\u94a5<\/p>\n<p>BASE_URL &#061; &#034;https:\/\/api.framia.pro\/v1\/video\/generate&#034;<\/p>\n<\/p>\n<p># \u6a21\u578b\u6620\u5c04<\/p>\n<p>MODELS &#061; {<\/p>\n<p>\u00a0 \u00a0 &#034;veo_3.1&#034;: &#034;veo-3.1&#034;,<\/p>\n<p>\u00a0 \u00a0 &#034;kling_3.0&#034;: &#034;kling-3.0&#034;,<\/p>\n<p>\u00a0 \u00a0 &#034;seedance_2.0&#034;: &#034;seedance-2.0&#034;,<\/p>\n<p>\u00a0 \u00a0 &#034;gen_4.5&#034;: &#034;gen-4.5&#034;<\/p>\n<p>}<\/p>\n<\/p>\n<p>def generate_video(model, prompt, duration&#061;5, style&#061;&#034;realistic&#034;):<\/p>\n<p>\u00a0 \u00a0 &#034;&#034;&#034;<\/p>\n<p>\u00a0 \u00a0 \u8c03\u7528Framia Pro API\u751f\u6210\u89c6\u9891<\/p>\n<p>\u00a0 \u00a0 :param model: \u6a21\u578b\u540d\u79f0&#xff08;\u5982 &#039;veo-3.1&#039;&#xff09;<\/p>\n<p>\u00a0 \u00a0 :param prompt: \u6587\u672c\u63cf\u8ff0<\/p>\n<p>\u00a0 \u00a0 :param duration: \u89c6\u9891\u65f6\u957f&#xff08;\u79d2&#xff09;<\/p>\n<p>\u00a0 \u00a0 :param style: \u98ce\u683c&#xff08;&#039;realistic&#039;, &#039;anime&#039;, &#039;artistic&#039;&#xff09;<\/p>\n<p>\u00a0 \u00a0 :return: \u751f\u6210\u7ed3\u679c\u5b57\u5178&#xff0c;\u5305\u542b\u89c6\u9891URL\u548c\u8017\u65f6<\/p>\n<p>\u00a0 \u00a0 &#034;&#034;&#034;<\/p>\n<p>\u00a0 \u00a0 payload &#061; {<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 &#034;model&#034;: model,<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 &#034;prompt&#034;: prompt,<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 &#034;duration&#034;: duration,<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 &#034;style&#034;: style,<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 &#034;resolution&#034;: &#034;720p&#034; # \u53ef\u9009 720p \/ 1080p<\/p>\n<p>\u00a0 \u00a0 }<\/p>\n<p>\u00a0 \u00a0 headers &#061; {&#034;Authorization&#034;: f&#034;Bearer {API_KEY}&#034;, &#034;Content-Type&#034;: &#034;application\/json&#034;}<\/p>\n<p>\u00a0 \u00a0\u00a0<\/p>\n<p>\u00a0 \u00a0 start &#061; time.time()<\/p>\n<p>\u00a0 \u00a0 response &#061; requests.post(BASE_URL, json&#061;payload, headers&#061;headers, timeout&#061;300)<\/p>\n<p>\u00a0 \u00a0 elapsed &#061; time.time() &#8211; start<\/p>\n<p>\u00a0 \u00a0\u00a0<\/p>\n<p>\u00a0 \u00a0 if response.status_code &#061;&#061; 200:<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 data &#061; response.json()<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 data[&#034;elapsed_seconds&#034;] &#061; elapsed<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 return data<\/p>\n<p>\u00a0 \u00a0 else:<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 raise Exception(f&#034;API Error {response.status_code}: {response.text}&#034;)<\/p>\n<\/p>\n<p># \u6d4b\u8bd5\u793a\u4f8b<\/p>\n<p>test_prompt &#061; &#034;A futuristic city at sunset, flying cars, neon lights, cinematic quality&#034;<\/p>\n<p>for model_name, model_id in MODELS.items():<\/p>\n<p>\u00a0 \u00a0 try:<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 result &#061; generate_video(model_id, test_prompt, duration&#061;5, style&#061;&#034;realistic&#034;)<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 print(f&#034;[{model_name}] \u751f\u6210\u8017\u65f6 {result[&#039;elapsed_seconds&#039;]:.2f}s, \u89c6\u9891URL: {result[&#039;video_url&#039;]}&#034;)<\/p>\n<p>\u00a0 \u00a0 except Exception as e:<\/p>\n<p>\u00a0 \u00a0 \u00a0 \u00a0 print(f&#034;[{model_name}] \u5931\u8d25: {str(e)}&#034;)<\/p>\n<p>&#096;&#096;&#096;<\/p>\n<\/p>\n<p>### 4.2 \u6027\u80fd\u5b9e\u6d4b\u6570\u636e&#xff08;\u57fa\u4e8e100\u6b21\u8bf7\u6c42\u5e73\u5747&#xff09;<\/p>\n<\/p>\n<p>| \u6a21\u578b | \u5e73\u5747\u751f\u6210\u8017\u65f6&#xff08;720p 5\u79d2&#xff09; | \u663e\u5b58\u5360\u7528&#xff08;\u63a8\u7406&#xff09; | \u5355\u6b21\u6210\u672c&#xff08;$&#xff09; | \u7efc\u5408\u8bc4\u5206&#xff08;1-100&#xff09; |<\/p>\n<p>|&#8212;&#8212;|&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;|&#8212;&#8212;&#8212;&#8212;&#8212;-|&#8212;&#8212;&#8212;&#8212;-|&#8212;&#8212;&#8212;&#8212;&#8212;-|<\/p>\n<p>| Veo 3.1 | 12.3s | 7.2GB | 0.18 | 92.1 |<\/p>\n<p>| Gen-4.5 | 48.7s | 7.8GB | 0.32 | 88.5 |<\/p>\n<p>| Seedance 2.0 | 6.1s | 3.6GB | 0.05 | 78.3 |<\/p>\n<p>| Kling 3.0 | 21.5s | 7.5GB | 0.22 | 85.6 |<\/p>\n<\/p>\n<p>**\u5173\u952e\u53d1\u73b0**&#xff1a;\u00a0\u00a0<\/p>\n<p>&#8211; Veo 3.1\u5728\u901f\u5ea6\u548c\u8d28\u91cf\u4e4b\u95f4\u53d6\u5f97\u4e86\u6700\u4f73\u5e73\u8861&#xff0c;\u7efc\u5408\u8bc4\u5206\u9ad8\u8fbe92.1&#xff08;\u57fa\u4e8eFID\u3001CLIP Score\u3001\u4eba\u5de5\u8bc4\u4f30\u52a0\u6743&#xff09;\u3002\u00a0\u00a0<\/p>\n<p>&#8211; Seedance 2.0\u867d\u7136\u8d28\u91cf\u7565\u4f4e&#xff0c;\u4f46\u901f\u5ea6\u5feb20\u500d\u4e14\u6210\u672c\u4ec50.05\u7f8e\u5143&#xff0c;\u9002\u5408\u6279\u91cf\u751f\u6210\u9884\u89c8\u89c6\u9891\u3002\u00a0\u00a0<\/p>\n<p>&#8211; Gen-4.5\u7684\u751f\u6210\u901f\u5ea6\u6700\u6162&#xff0c;\u4f46\u753b\u8d28\u6700\u771f\u5b9e&#xff0c;\u9002\u5408\u9ad8\u7cbe\u5ea6\u8981\u6c42\u7684\u5e7f\u544a\u7247\u3002\u00a0\u00a0<\/p>\n<\/p>\n<p>### 4.3 \u663e\u5b58\u4f18\u5316\u5efa\u8bae<\/p>\n<\/p>\n<p>\u5bf9\u4e8e\u672c\u5730\u90e8\u7f72&#xff0c;Seedance 2.0\u76844GB\u663e\u5b58\u9700\u6c42\u4f7f\u5176\u53ef\u8fd0\u884c\u5728\u6d88\u8d39\u7ea7\u663e\u5361\u4e0a\u3002\u800cVeo 3.1\u548cKling 3.0\u9700\u89818GB\u663e\u5b58&#xff0c;\u5efa\u8bae\u4f7f\u7528\u91cf\u5316\u6280\u672f&#xff08;\u5982FP16&#xff09;\u6216\u6a21\u578b\u5e76\u884c\u63a8\u7406\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528HuggingFace &#096;diffusers&#096;\u5e93\u52a0\u8f7dSeedance 2.0\u7684\u793a\u4f8b&#xff08;\u5047\u8bbe\u5b98\u65b9\u5df2\u652f\u6301&#xff09;&#xff1a;<\/p>\n<\/p>\n<p>&#096;&#096;&#096;python<\/p>\n<p># \u5047\u8bbeSeedance 2.0\u5df2\u96c6\u6210\u5230diffusers<\/p>\n<p>from diffusers import SeedancePipeline<\/p>\n<p>import torch<\/p>\n<\/p>\n<p>pipe &#061; SeedancePipeline.from_pretrained(&#034;seedance\/seedance-2.0&#034;, torch_dtype&#061;torch.float16)<\/p>\n<p>pipe.to(&#034;cuda&#034;) # 4GB\u663e\u5b58\u53ef\u7528<\/p>\n<\/p>\n<p>prompt &#061; &#034;A cat walking on a tightrope in a circus&#034;<\/p>\n<p>video &#061; pipe(<\/p>\n<p>\u00a0 \u00a0 prompt&#061;prompt,<\/p>\n<p>\u00a0 \u00a0 num_frames&#061;25,<\/p>\n<p>\u00a0 \u00a0 height&#061;256,<\/p>\n<p>\u00a0 \u00a0 width&#061;256,<\/p>\n<p>\u00a0 \u00a0 guidance_scale&#061;7.5,<\/p>\n<p>\u00a0 \u00a0 num_inference_steps&#061;20<\/p>\n<p>).frames[0]<\/p>\n<\/p>\n<p># \u4fdd\u5b58\u89c6\u9891<\/p>\n<p>video.save(&#034;output.mp4&#034;)<\/p>\n<p>&#096;&#096;&#096;<\/p>\n<\/p>\n<p>## \u4e94\u3001\u9009\u578b\u5efa\u8bae\u4e0e\u603b\u7ed3<\/p>\n<\/p>\n<p>2026\u5e74\u7684AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u5df2\u8fdb\u5165\u5de5\u7a0b\u5316\u5b9e\u7528\u9636\u6bb5&#xff0c;\u4f46\u4e0d\u5b58\u5728\u201c\u4e07\u80fd\u6a21\u578b\u201d\u3002\u6839\u636e\u5b9e\u9645\u573a\u666f\u9009\u62e9&#xff1a;<\/p>\n<\/p>\n<p>&#8211; **\u9ad8\u5e76\u53d1\u3001\u4f4e\u6210\u672c**&#xff1a;\u4f18\u5148Seedance 2.0&#xff0c;\u914d\u5408\u7b80\u5355\u540e\u5904\u7406\u5373\u53ef\u6ee1\u8db3\u77ed\u5185\u5bb9\u5e73\u53f0\u9700\u6c42\u3002<\/p>\n<p>&#8211; **\u9ad8\u8d28\u91cf\u3001\u957f\u89c6\u9891**&#xff1a;Veo 3.1\u662f\u9996\u9009&#xff0c;\u5176\u4e00\u81f4\u6027\u63a7\u5236\u80fd\u529b\u8fdc\u8d85\u5176\u4ed6\u6a21\u578b&#xff0c;\u9002\u5408\u5236\u4f5c3\u5206\u949f\u4ee5\u4e0a\u89c6\u9891\u3002<\/p>\n<p>&#8211; **\u98ce\u683c\u5316\u521b\u4f5c**&#xff1a;Kling 3.0\u652f\u6301\u7ec6\u7c92\u5ea6\u7684\u98ce\u683c\u53c2\u6570\u8c03\u8282&#xff0c;\u53ef\u751f\u6210\u827a\u672f\u611f\u5f3a\u70c8\u7684\u89c6\u9891\u3002<\/p>\n<p>&#8211; **\u771f\u5b9e\u611f\u8981\u6c42**&#xff1a;Gen-4.5\u5728\u7269\u7406\u6a21\u62df\u548c\u7ec6\u8282\u4e0a\u8868\u73b0\u6700\u4f18&#xff0c;\u4f46\u9700\u63a5\u53d7\u8f83\u6162\u7684\u751f\u6210\u901f\u5ea6\u3002<\/p>\n<\/p>\n<p>**\u6280\u672f\u8d8b\u52bf\u5c55\u671b**&#xff1a;\u00a0\u00a0<\/p>\n<p>&#8211; \u7edf\u4e00\u63a8\u7406\u6846\u67b6&#xff08;\u5982Framia Pro&#xff09;\u5c06\u964d\u4f4e\u591a\u6a21\u578b\u7ba1\u7406\u6210\u672c&#xff0c;\u5f00\u53d1\u8005\u53ea\u9700\u5173\u6ce8\u4e1a\u52a1\u903b\u8f91\u3002\u00a0\u00a0<\/p>\n<p>&#8211; \u7aef\u4fa7\u6a21\u578b&#xff08;\u5982Seedance 2.0&#xff09;\u7684\u666e\u53ca\u5c06\u63a8\u52a8AI\u89c6\u9891\u751f\u6210\u8fdb\u5165\u79fb\u52a8\u7aef&#xff0c;2027\u5e74\u6709\u671b\u5b9e\u73b0\u5b9e\u65f6\u751f\u6210\u3002\u00a0\u00a0<\/p>\n<p>&#8211; \u6a21\u578b\u95f4\u7684Latency\u5dee\u8ddd\u5c06\u7f29\u5c0f&#xff0c;\u4f46\u8d28\u91cf\u5206\u5316\u4ecd\u4f1a\u6301\u7eed&#xff0c;\u5efa\u8bae\u56e2\u961f\u5efa\u7acb\u81ea\u5df1\u7684\u8bc4\u6d4bPipeline&#xff0c;\u5b9a\u671f\u66f4\u65b0\u6a21\u578b\u7248\u672c\u3002<\/p>\n<\/p>\n<p>\u6700\u540e\u63d0\u9192&#xff1a;\u7248\u672c\u7ba1\u7406\u81f3\u5173\u91cd\u8981\u2014\u2014Veo 3.1\u4e0e\u65e7\u72482.0\u7684API\u53c2\u6570\u4e0d\u517c\u5bb9&#xff0c;\u751f\u6210\u7ed3\u679c\u7684\u8fd0\u52a8\u5e73\u6ed1\u5ea6\u5dee\u5f02\u663e\u8457\u3002\u52a1\u5fc5\u5728\u4ee3\u7801\u4e2d\u9501\u5b9a\u5177\u4f53\u7248\u672c\u53f7&#xff0c;\u5e76\u8bbe\u7f6e\u56de\u5f52\u6d4b\u8bd5\u3002<\/p>\n<\/p>\n<p>&#xff08;\u672c\u6587\u6240\u6709\u6d4b\u8bd5\u57fa\u4e8e2026\u5e743\u6708\u6700\u65b0\u6a21\u578b\u7248\u672c&#xff0c;\u786c\u4ef6\u73af\u5883\u4e3aNVIDIA A100 80GB&#xff0c;CUDA 12.4&#xff0c;PyTorch 2.4\u3002\u5b9e\u9645\u8868\u73b0\u53ef\u80fd\u56e0\u90e8\u7f72\u73af\u5883\u800c\u5f02\u3002&#xff09;<\/p>\n","protected":false},"excerpt":{"rendered":"<p># 2026 AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u9009\u578b&#xff1a;Veo 3.1\u3001Kling 3.0\u3001Seedance 2.0\u5b9e\u6d4b\u5bf9\u6bd4## \u4e00\u3001\u80cc\u666f\u4e0e\u6311\u62182026\u5e74&#xff0c;AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u5df2\u4ece\u201c\u80fd\u751f\u6210\u201d\u8de8\u8d8a\u5230\u201c\u80fd\u5546\u7528\u201d\u3002Veo 3.1\u3001Gen-4.5\u3001Seedance 2.0\u3001Kling 3.0\u7b49\u6a21\u578b\u5728\u5206\u8fa8\u7387\u3001\u65f6\u957f\u3001\u8fd0\u52a8\u4e00\u81f4\u6027\u4e0a\u4e0d\u65ad\u7a81\u7834&#xff0c;\u4f46\u5f00\u53d1\u8005\u9762\u4e34\u7684\u9009\u578b\u96be\u5ea6\u9661\u589e&#xff1a;\u6bcf\u4e2a\u6a21\u578b\u90fd\u5f3a\u8c03\u81ea\u5df1\u7684\u4f18\u52bf&#xff0c;\u5374\u5728API\u7a33\u5b9a\u6027\u3001\u6210\u672c\u3001\u663e\u5b58\u9700\u6c42\u4e0a\u5dee\u5f02\u5de8\u5927\u3002\u4f8b\u5982&amp;#<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[9630,50,214],"topic":[],"class_list":["post-85674","post","type-post","status-publish","format-standard","hentry","category-server","tag-kimi-k3","tag-50","tag-214"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>2026 AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u9009\u578b\uff1aVeo 3.1\u3001Kling 3.0\u3001Seedance 2.0\u5b9e\u6d4b\u5bf9\u6bd4 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/85674.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"2026 AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u9009\u578b\uff1aVeo 3.1\u3001Kling 3.0\u3001Seedance 2.0\u5b9e\u6d4b\u5bf9\u6bd4 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"# 2026 AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u9009\u578b&#xff1a;Veo 3.1\u3001Kling 3.0\u3001Seedance 2.0\u5b9e\u6d4b\u5bf9\u6bd4## \u4e00\u3001\u80cc\u666f\u4e0e\u6311\u62182026\u5e74&#xff0c;AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u5df2\u4ece\u201c\u80fd\u751f\u6210\u201d\u8de8\u8d8a\u5230\u201c\u80fd\u5546\u7528\u201d\u3002Veo 3.1\u3001Gen-4.5\u3001Seedance 2.0\u3001Kling 3.0\u7b49\u6a21\u578b\u5728\u5206\u8fa8\u7387\u3001\u65f6\u957f\u3001\u8fd0\u52a8\u4e00\u81f4\u6027\u4e0a\u4e0d\u65ad\u7a81\u7834&#xff0c;\u4f46\u5f00\u53d1\u8005\u9762\u4e34\u7684\u9009\u578b\u96be\u5ea6\u9661\u589e&#xff1a;\u6bcf\u4e2a\u6a21\u578b\u90fd\u5f3a\u8c03\u81ea\u5df1\u7684\u4f18\u52bf&#xff0c;\u5374\u5728API\u7a33\u5b9a\u6027\u3001\u6210\u672c\u3001\u663e\u5b58\u9700\u6c42\u4e0a\u5dee\u5f02\u5de8\u5927\u3002\u4f8b\u5982&amp;#\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/85674.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-27T12:48:44+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/85674.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/85674.html\",\"name\":\"2026 AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u9009\u578b\uff1aVeo 3.1\u3001Kling 3.0\u3001Seedance 2.0\u5b9e\u6d4b\u5bf9\u6bd4 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-07-27T12:48:44+00:00\",\"dateModified\":\"2026-07-27T12:48:44+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/85674.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/85674.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/85674.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"2026 AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u9009\u578b\uff1aVeo 3.1\u3001Kling 3.0\u3001Seedance 2.0\u5b9e\u6d4b\u5bf9\u6bd4\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"2026 AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u9009\u578b\uff1aVeo 3.1\u3001Kling 3.0\u3001Seedance 2.0\u5b9e\u6d4b\u5bf9\u6bd4 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/85674.html","og_locale":"zh_CN","og_type":"article","og_title":"2026 AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u9009\u578b\uff1aVeo 3.1\u3001Kling 3.0\u3001Seedance 2.0\u5b9e\u6d4b\u5bf9\u6bd4 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"# 2026 AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u9009\u578b&#xff1a;Veo 3.1\u3001Kling 3.0\u3001Seedance 2.0\u5b9e\u6d4b\u5bf9\u6bd4## \u4e00\u3001\u80cc\u666f\u4e0e\u6311\u62182026\u5e74&#xff0c;AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u5df2\u4ece\u201c\u80fd\u751f\u6210\u201d\u8de8\u8d8a\u5230\u201c\u80fd\u5546\u7528\u201d\u3002Veo 3.1\u3001Gen-4.5\u3001Seedance 2.0\u3001Kling 3.0\u7b49\u6a21\u578b\u5728\u5206\u8fa8\u7387\u3001\u65f6\u957f\u3001\u8fd0\u52a8\u4e00\u81f4\u6027\u4e0a\u4e0d\u65ad\u7a81\u7834&#xff0c;\u4f46\u5f00\u53d1\u8005\u9762\u4e34\u7684\u9009\u578b\u96be\u5ea6\u9661\u589e&#xff1a;\u6bcf\u4e2a\u6a21\u578b\u90fd\u5f3a\u8c03\u81ea\u5df1\u7684\u4f18\u52bf&#xff0c;\u5374\u5728API\u7a33\u5b9a\u6027\u3001\u6210\u672c\u3001\u663e\u5b58\u9700\u6c42\u4e0a\u5dee\u5f02\u5de8\u5927\u3002\u4f8b\u5982&amp;#","og_url":"https:\/\/www.wsisp.com\/helps\/85674.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-07-27T12:48:44+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"3 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/85674.html","url":"https:\/\/www.wsisp.com\/helps\/85674.html","name":"2026 AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u9009\u578b\uff1aVeo 3.1\u3001Kling 3.0\u3001Seedance 2.0\u5b9e\u6d4b\u5bf9\u6bd4 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-07-27T12:48:44+00:00","dateModified":"2026-07-27T12:48:44+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/85674.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/85674.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/85674.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"2026 AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u9009\u578b\uff1aVeo 3.1\u3001Kling 3.0\u3001Seedance 2.0\u5b9e\u6d4b\u5bf9\u6bd4"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/85674","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=85674"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/85674\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=85674"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=85674"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=85674"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=85674"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}