{"id":3446,"date":"2025-02-16T16:20:09","date_gmt":"2025-02-16T07:20:09","guid":{"rendered":"https:\/\/wtpmj.com\/?p=3446"},"modified":"2025-02-16T16:20:09","modified_gmt":"2025-02-16T07:20:09","slug":"%e4%b8%bb%e8%a6%81llm%e3%83%a2%e3%83%87%e3%83%ab%e3%81%aeapi%e6%96%99%e9%87%91%e3%81%a8%e6%80%a7%e8%83%bd%e6%af%94%e8%bc%83%ef%bc%9aopenai%e3%80%81anthropic%e3%80%81google-gemini%e3%81%ae%e6%9c%80","status":"publish","type":"post","link":"https:\/\/wtpmj.com\/?p=3446","title":{"rendered":"\u4e3b\u8981LLM\u30e2\u30c7\u30eb\u306eAPI\u6599\u91d1\u3068\u6027\u80fd\u6bd4\u8f03\uff1aOpenAI\u3001Anthropic\u3001Google Gemini\u306e\u6700\u65b0\u52d5\u5411"},"content":{"rendered":"

<\/p>\n

\u4e3b\u8981LLM\u30e2\u30c7\u30eb\u306eAPI\u6599\u91d1\u3068\u6027\u80fd\u6bd4\u8f03\uff1aOpenAI\u3001Anthropic\u3001Google Gemini\u306e\u6700\u65b0\u72b6\u6cc1<\/h1>\n

\u6982\u8981<\/h2>\n

2025\u5e742\u6708\u6642\u70b9\u306b\u304a\u3051\u308b\u4e3b\u8981\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306eAPI\u6599\u91d1\u4f53\u7cfb\u3068\u6027\u80fd\u7279\u6027\u3092\u5305\u62ec\u7684\u306b\u5206\u6790\u3059\u308b\u3002OpenAI\u306eGPT-4o\u30b7\u30ea\u30fc\u30ba\u3001Anthropic\u306eClaude 3.5\u30b7\u30ea\u30fc\u30ba\u3001Google\u306eGemini 2.0\u30b7\u30ea\u30fc\u30ba\u3092\u4e2d\u5fc3\u306b\u3001\u4fa1\u683c\u8a2d\u5b9a\u30fb\u51e6\u7406\u80fd\u529b\u30fb\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u9069\u6027\u3092\u591a\u89d2\u7684\u306b\u6bd4\u8f03\u3059\u308b\u3002\u6700\u65b0\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf\u3068\u5b9f\u904b\u7528\u74b0\u5883\u3067\u306e\u8a55\u4fa1\u3092\u7d71\u5408\u3057\u3001\u6280\u8853\u7684\u9032\u5316\u304c\u3082\u305f\u3089\u3059\u5e02\u5834\u69cb\u9020\u306e\u5909\u5316\u3092\u89e3\u660e\u3059\u308b[1<\/a>][6<\/a>][16<\/a>]\u3002<\/p>\n

API\u6599\u91d1\u4f53\u7cfb\u306e\u8a73\u7d30\u6bd4\u8f03<\/h2>\n

\u4fa1\u683c\u30e2\u30c7\u30eb\u306e\u57fa\u672c\u69cb\u9020<\/h3>\n

OpenAI\u306e\u968e\u5c64\u5316\u6599\u91d1\u4f53\u7cfb<\/h4>\n

GPT-4o\u30b7\u30ea\u30fc\u30ba\u306f\u6027\u80fd\u3068\u30b3\u30b9\u30c8\u306e\u30d0\u30e9\u30f3\u30b9\u3067\u4e2d\u9593\u5c64\u3092\u5f62\u6210\u3002\u5165\u529b$2.50\uff5e$5.00\/\u767e\u4e07\u30c8\u30fc\u30af\u30f3\u3001\u51fa\u529b$10.00\uff5e$15.00\u306e\u7bc4\u56f2\u3067\u3001\u30d3\u30b8\u30e7\u30f3\u51e6\u7406\u8ffd\u52a0\u3067+30%[6<\/a>][12<\/a>]\u3002GPT-4o mini\u304c\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u65b0\u57fa\u6e96\u3092\u78ba\u7acb\u3057\u3001\u5165\u529b$0.15\u30fb\u51fa\u529b$0.60\u3067\u8efd\u91cf\u30bf\u30b9\u30af\u5411\u3051\u6700\u9069\u5316[2<\/a>][6<\/a>]\u3002<\/p>\n

Anthropic\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30d9\u30fc\u30b9\u4fa1\u683c\u8a2d\u5b9a<\/h4>\n

Claude 3.5 Sonnet\u304c\u65b0\u4fa1\u683c\u57fa\u6e96\u3092\u63d0\u793a\uff08\u5165\u529b$3.00\/\u767e\u4e07\u30c8\u30fc\u30af\u30f3\u3001\u51fa\u529b$15.00\uff09\u3002200K\u30c8\u30fc\u30af\u30f3\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3092\u6a19\u6e96\u88c5\u5099\u3057\u3001\u9577\u6642\u9593\u5bfe\u8a71\u578b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5411\u3051\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u30ad\u30e3\u30c3\u30b7\u30e5\u6a5f\u80fd\u3092\u6709\u6599\u63d0\u4f9b[6<\/a>][17<\/a>]\u3002\u30cf\u30a4\u30a8\u30f3\u30c9\u306eClaude 3 Opus\u306f\u5165\u529b$15.00\u3067\u8907\u96d1\u306a\u5206\u6790\u30bf\u30b9\u30af\u5c02\u7528[1<\/a>][6<\/a>]\u3002<\/p>\n

Google Gemini\u306e\u653b\u6483\u7684\u4fa1\u683c\u6226\u7565<\/h4>\n

Gemini 1.5 Flash\u304c\u5165\u529b$0.0375\/\u767e\u4e07\u30c8\u30fc\u30af\u30f3\u3067\u65b0\u305f\u306a\u4f4e\u4fa1\u683c\u5e2f\u3092\u958b\u62d3\u30022M\u30c8\u30fc\u30af\u30f3\u306e\u8d85\u5927\u898f\u6a21\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u51e6\u7406\u3092$3.50\/\u767e\u4e07\u30c8\u30fc\u30af\u30f3\u3067\u5b9f\u73fe\u3057\u3001\u9577\u6587\u89e3\u6790\u306e\u30b3\u30b9\u30c8\u52b9\u7387\u3092\u9769\u65b0[5<\/a>][7<\/a>][19<\/a>]\u3002\u7121\u6599\u67a0\u306e\u5145\u5b9f\u304c\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3092\u4fc3\u9032[1<\/a>][5<\/a>]\u3002<\/p>\n

\u4e3b\u8981\u30e2\u30c7\u30eb\u306e\u4fa1\u683c\u6bd4\u8f03\u8868<\/h3>\n\n\n\n\n\n\n\n\n\n\n
\u30e2\u30c7\u30eb<\/th>\n\u5165\u529b(\u767e\u4e07\u30c8\u30fc\u30af\u30f3)<\/th>\n\u51fa\u529b(\u767e\u4e07\u30c8\u30fc\u30af\u30f3)<\/th>\n\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6<\/th>\n\u30d3\u30b8\u30e7\u30f3\u5bfe\u5fdc<\/th>\n<\/tr>\n<\/thead>\n
GPT-4o<\/td>\n$5.00<\/td>\n$15.00<\/td>\n128K<\/td>\nYes<\/td>\n<\/tr>\n
GPT-4o mini<\/td>\n$0.15<\/td>\n$0.60<\/td>\n128K<\/td>\nYes<\/td>\n<\/tr>\n
Claude 3.5 Sonnet<\/td>\n$3.00<\/td>\n$15.00<\/td>\n200K<\/td>\nYes<\/td>\n<\/tr>\n
Claude 3 Haiku<\/td>\n$0.25<\/td>\n$1.25<\/td>\n200K<\/td>\nLimited<\/td>\n<\/tr>\n
Gemini 1.5 Pro<\/td>\n$3.50<\/td>\n$10.50<\/td>\n2M<\/td>\nYes<\/td>\n<\/tr>\n
Gemini 2.0 Flash<\/td>\n$0.0375<\/td>\n$0.15<\/td>\n1M<\/td>\nNo<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

[1<\/a>][2<\/a>][5<\/a>][6<\/a>][19<\/a>]<\/p>\n

\u6027\u80fd\u7279\u6027\u306e\u591a\u9762\u7684\u5206\u6790<\/h2>\n

\u30b3\u30a2\u63a8\u8ad6\u80fd\u529b\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/h3>\n

\u5b66\u8853\u7684\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/h4>\n

Claude 3.5 Sonnet\u304cMMLU\uff08\u5b66\u90e8\u77e5\u8b58\uff0988.7%\u3001GPQA\uff08\u5927\u5b66\u9662\u63a8\u8ad6\uff0959.4%\u3092\u8a18\u9332[17<\/a>][25<\/a>]\u3002Gemini 2.0 Pro\u304c\u6570\u5b66\u63a8\u8ad667.7%\u3001\u30b3\u30fc\u30c9\u751f\u6210HumanEval 84.1%\u3067Google\u521d\u306e\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u6027\u80fd\u3092\u9054\u6210[7<\/a>][25<\/a>]\u3002GPT-4o\u306f\u8907\u5408\u63a8\u8ad6\u30bf\u30b9\u30af\u306753.9%[25<\/a>]\u3002<\/p>\n

\u5b9f\u74b0\u5883\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/h4>\n

\u51e6\u7406\u901f\u5ea6\u3067\u306fGemini 2.0 Flash\u304c2\u500d\u306eTTFT\uff08Time To First Token\uff09\u6539\u5584[7<\/a>][19<\/a>]\u3002Claude 3.5 Sonnet\u306f\u9577\u6642\u9593\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u7dad\u6301\u306795%\u306e\u7cbe\u5ea6\u6301\u7d9a[17<\/a>]\u3002GPT-4o\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u7d71\u5408\u51e6\u7406\u304c\u753b\u50cf-\u30c6\u30ad\u30b9\u30c8\u9023\u643a\u30bf\u30b9\u30af\u3067F1\u30b9\u30b3\u30a292.3\u3092\u8a18\u9332[13<\/a>][21<\/a>]\u3002<\/p>\n

\u7279\u6b8a\u6a5f\u80fd\u6bd4\u8f03<\/h3>\n

\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u80fd\u529b<\/h4>\n

Gemini 2.0 Pro\u304c\u30cd\u30a4\u30c6\u30a3\u30d6\u306e\u52d5\u753b\u89e3\u6790\u3092\u5b9f\u88c5\uff08128\u30d5\u30ec\u30fc\u30e0\/\u79d2\u51e6\u7406\uff09[9<\/a>][16<\/a>]\u3002GPT-4o\u306e3D\u70b9\u7fa4\u51e6\u7406\u6a5f\u80fd\u304c\u88fd\u9020\u696d\u5411\u3051AR\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u9769\u65b0[13<\/a>][21<\/a>]\u3002Claude 3.5 Sonnet\u306f\u5b66\u8853\u8ad6\u6587\u306e\u6570\u5f0f\u89e3\u6790\u3067LaTeX\u5909\u63db\u7cbe\u5ea698.2%\u3092\u9054\u6210[17<\/a>]\u3002<\/p>\n

\u62e1\u5f35\u6a5f\u80fd\u7d71\u5408<\/h4>\n

Anthropic\u306eArtifacts\u6a5f\u80fd\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5171\u540c\u7de8\u96c6\u3092\u5b9f\u73fe[10<\/a>][25<\/a>]\u3002Google\u306eSearch Grounding\u304c1\u65e51,500\u4ef6\u307e\u3067\u7121\u6599\u3067\u691c\u7d22\u9023\u643a\u3092\u63d0\u4f9b[5<\/a>][19<\/a>]\u3002OpenAI Assistants API\u304c\u5916\u90e8\u30c4\u30fc\u30eb\u9023\u643a\u306e\u67d4\u8edf\u6027\u3067\u958b\u767a\u8005\u652f\u6301\u3092\u7372\u5f97[2<\/a>][12<\/a>]\u3002<\/p>\n

\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u5225\u6700\u9069\u5316\u6226\u7565<\/h2>\n

\u30b3\u30b9\u30c8\u30bb\u30f3\u30b7\u30c6\u30a3\u30d6\u306a\u8efd\u91cf\u51e6\u7406<\/h3>\n

\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306eMVP\u958b\u767a\u306b\u306fGemini 1.5 Flash\u304c\u5727\u5012\u7684\u30b3\u30b9\u30c8\u512a\u4f4d\uff08\u5165\u529b$0.0375\uff09[5<\/a>][19<\/a>]\u3002IoT\u30c7\u30d0\u30a4\u30b9\u5411\u3051\u8efd\u91cf\u63a8\u8ad6\u3067\u306fGPT-4o mini\u306e\u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u304c1.8\u500d[2<\/a>][6<\/a>]\u3002\u30d0\u30c3\u30c1\u51e6\u7406\u9700\u8981\u306b\u306fClaude 3 Haiku\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u6700\u9069\u5316\u304c\u6709\u52b9[1<\/a>][6<\/a>]\u3002<\/p>\n

\u9ad8\u7cbe\u5ea6\u8981\u6c42\u30bf\u30b9\u30af<\/h3>\n

\u533b\u7642\u753b\u50cf\u89e3\u6790\u3067\u306fGPT-4o\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u7d71\u5408\u304cDICOM\u51e6\u7406\u7cbe\u5ea698.5%\u3092\u9054\u6210[13<\/a>][21<\/a>]\u3002\u91d1\u878d\u30ea\u30b9\u30af\u5206\u6790\u3067\u306fClaude 3.5 Sonnet\u306e\u9577\u6587\u8981\u7d04\u7cbe\u5ea6\u304c\u4eba\u9593\u5c02\u9580\u5bb6\u30920.3%\u4e0a\u56de\u308b[17<\/a>][25<\/a>]\u3002\u7814\u7a76\u958b\u767a\u5411\u3051\u306b\u306fGemini 2.0 Pro\u306e2M\u30c8\u30fc\u30af\u30f3\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u8ad6\u6587\u89e3\u6790\u3092\u9769\u65b0[7<\/a>][16<\/a>]\u3002<\/p>\n

\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b7\u30b9\u30c6\u30e0<\/h3>\n

\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fcAI\u306b\u306fClaude 3.5 Sonnet\u306e\u5fdc\u7b54\u81ea\u7136\u6027\uff08BLEU\u30b9\u30b3\u30a292.1\uff09\u304c\u63a1\u7528\u62e1\u5927[17<\/a>][25<\/a>]\u3002\u30b2\u30fc\u30e0NPC\u5bfe\u8a71\u3067\u306fGPT-4o\u306e\u611f\u60c5\u8a8d\u8b58\u7cbe\u5ea687.4%\u304c\u6ca1\u5165\u611f\u3092\u5411\u4e0a[13<\/a>][21<\/a>]\u3002\u4ea4\u901a\u7ba1\u5236\u30b7\u30b9\u30c6\u30e0\u3067\u306fGemini 2.0 Flash\u306e\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\uff08\u5e73\u574787ms\uff09\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u610f\u601d\u6c7a\u5b9a\u3092\u5b9f\u73fe[7<\/a>][19<\/a>]\u3002<\/p>\n

\u5e02\u5834\u52d5\u5411\u3068\u6280\u8853\u9032\u5316\u306e\u5f71\u97ff<\/h2>\n

\u4fa1\u683c\u6027\u80fd\u66f2\u7dda\u306e\u6025\u52fe\u914d\u5316<\/h3>\n

GPT-4o mini\u306e\u767b\u5834\u3067\u8efd\u91cf\u30e2\u30c7\u30eb\u306e\u30b3\u30b9\u30c8\u52b9\u7387\u304c60%\u6539\u5584[2<\/a>][6<\/a>]\u3002Gemini 2.0\u30b7\u30ea\u30fc\u30ba\u304c\u30cf\u30a4\u30a8\u30f3\u30c9\u5e02\u5834\u306e\u4fa1\u683c\u5e2f\u309220%\u5727\u7e2e[5<\/a>][7<\/a>]\u3002Anthropic\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30ad\u30e3\u30c3\u30b7\u30e5\u6280\u8853\u304c\u53cd\u5fa9\u30af\u30a8\u30ea\u30b3\u30b9\u30c8\u3092\u6700\u592740%\u524a\u6e1b[6<\/a>][17<\/a>]\u3002<\/p>\n

\u65b0\u8208\u6280\u8853\u306e\u5e02\u5834\u6d78\u900f<\/h3>\n

\u91cf\u5b50\u5316\u6280\u8853\u306e\u767a\u5c55\u304cHaiku\u30e2\u30c7\u30eb\u306e\u30e1\u30e2\u30ea\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u309275%\u4f4e\u6e1b[1<\/a>][6<\/a>]\u3002\u5206\u6563\u63a8\u8ad6\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u9032\u5316\u3067Gemini 2.0\u306e\u5927\u898f\u6a21\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u51e6\u7406\u304c\u5b9f\u7528\u5316[7<\/a>][16<\/a>]\u3002\u795e\u7d4c\u8a18\u53f7\u7684\u63a8\u8ad6\u306e\u5c0e\u5165\u304cClaude 3.5\u306e\u8907\u96d1\u554f\u984c\u89e3\u6c7a\u901f\u5ea6\u30922.3\u500d\u52a0\u901f[17<\/a>][25<\/a>]\u3002<\/p>\n

\u7d50\u8ad6<\/h2>\n

\u73fe\u884c\u30e2\u30c7\u30eb\u306e\u6700\u9069\u9078\u629e\u30de\u30c8\u30ea\u30c3\u30af\u30b9\uff1a<\/p>\n