\n| Gemini<\/td>\n | gemini-3.6-flash<\/span><\/a><\/td>\n | 2026\u5e747\u670821\u65e5\u306b\u4e00\u822c\u63d0\u4f9b\u3055\u308c\u305f\u3001\u901f\u5ea6\u3068\u77e5\u80fd\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u91cd\u8996\u3057\u305f\u30e2\u30c7\u30eb<\/td>\n<\/tr>\n<\/table>\n \u4eca\u56de\u306e3\u30e2\u30c7\u30eb\u306f\u3001\u80fd\u529b\u3084\u6599\u91d1\u306e\u968e\u5c64\u3092\u305d\u308d\u3048\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5404\u793e\u306e\u73fe\u884c\u30e2\u30c7\u30eb\u304b\u30891\u3064\u305a\u3064\u9078\u3073\u3001\u540c\u3058\u6587\u7ae0\u3092\u5165\u529b\u3057\u305f\u969b\u306e\u30c8\u30fc\u30af\u30f3\u6570\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u76ee\u7684\u3067\u3059\u3002
\n\u53b3\u5bc6\u306b\u306f\u3001\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u306f\u63d0\u4f9b\u5143\u3084\u30e2\u30c7\u30eb\u30d5\u30a1\u30df\u30ea\u30fc\u3054\u3068\u306b1\u3064\u3060\u3051\u5b58\u5728\u3059\u308b\u3068\u306f\u9650\u3089\u305a\u3001\u30e2\u30c7\u30eb\u3084\u4e16\u4ee3\u306b\u3088\u3063\u3066\u5909\u308f\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u672c\u8a18\u4e8b\u306f\u3001\u5404\u793e\u304b\u3089\u4e0a\u8a18\u306e\u30e2\u30c7\u30eb\u30921\u3064\u305a\u3064\u9078\u3093\u3060\u6bd4\u8f03\u3067\u3059\u3002\u540c\u3058GPT\u5185\u306eSol\u3068Terra\u3001\u540c\u3058Claude\u5185\u306eOpus\u3068Sonnet\u306a\u3069\u3092\u6bd4\u8f03\u3059\u308c\u3070\u3001\u7570\u306a\u308b\u7d50\u679c\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n \u6bd4\u8f03\u3059\u308b\u6587\u7ae0<\/h4>\n\u65e5\u672c\u8a9e\u3068\u82f1\u8a9e\u306f\u3001\u540c\u3058\u5185\u5bb9\u306b\u306a\u308b\u3088\u3046\u306b\u7528\u610f\u3057\u307e\u3057\u305f\u3002\u76f4\u8a33\u3067\u306f\u306a\u304f\u3001\u305d\u308c\u305e\u308c\u306e\u8a00\u8a9e\u3068\u3057\u3066\u81ea\u7136\u306a\u8868\u73fe\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n \n\u751f\u6210AI\u3092\u696d\u52d9\u306b\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u56de\u7b54\u306e\u7cbe\u5ea6\u3060\u3051\u3067\u306a\u304f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3001\u904b\u7528\u30b3\u30b9\u30c8\u3001\u62c5\u5f53\u8005\u306b\u3088\u308b\u78ba\u8a8d\u624b\u9806\u3082\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305a\u306f\u5bfe\u8c61\u696d\u52d9\u3092\u9650\u5b9a\u3057\u3066\u691c\u8a3c\u3057\u3001\u51e6\u7406\u6642\u9593\u3084\u8aa4\u56de\u7b54\u306e\u50be\u5411\u3092\u6e2c\u5b9a\u3057\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3092\u3082\u3068\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u904b\u7528\u30eb\u30fc\u30eb\u3092\u6539\u5584\u3057\u3001\u5341\u5206\u306a\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u5229\u7528\u7bc4\u56f2\u3092\u5e83\u3052\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\n<\/p><\/blockquote>\n \nWhen introducing generative AI into business operations, it is necessary to design not only for response accuracy, but also for input data management, operating costs, and review procedures performed by responsible staff. Start by limiting the target workflow, then measure processing time and patterns in incorrect responses. Based on the results, improve the prompts and operating rules, and expand the scope of use only after confirming sufficient benefits.\n<\/p><\/blockquote>\n \u6587\u7ae0\u306e\u610f\u5473\u3092\u305d\u308d\u3048\u308b\u3053\u3068\u3067\u3001\u5404\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u65e5\u672c\u8a9e\u3068\u82f1\u8a9e\u306e\u76f8\u5bfe\u7684\u306a\u30c8\u30fc\u30af\u30f3\u52b9\u7387\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n \u6bd4\u8f03\u30b3\u30fc\u30c9<\/h4>\n\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3067\u306f\u30013\u793e\u306e\u30c8\u30fc\u30af\u30f3\u30ab\u30a6\u30f3\u30c8API\u3092\u9806\u756a\u306b\u547c\u3073\u51fa\u3057\u307e\u3059\u3002\u6587\u7ae0\u751f\u6210API\u306f\u547c\u3073\u51fa\u3055\u306a\u3044\u305f\u3081\u3001\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u306f\u767a\u751f\u3057\u307e\u305b\u3093\u3002<\/p>\n compare_token_counts.py<\/div>\n \r\nimport os\r\n\r\nimport anthropic\r\nfrom dotenv import load_dotenv\r\nfrom google import genai\r\nfrom openai import OpenAI\r\n\r\n\r\nJAPANESE_TEXT = (\r\n "\u751f\u6210AI\u3092\u696d\u52d9\u306b\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u56de\u7b54\u306e\u7cbe\u5ea6\u3060\u3051\u3067\u306a\u304f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3001"\r\n "\u904b\u7528\u30b3\u30b9\u30c8\u3001\u62c5\u5f53\u8005\u306b\u3088\u308b\u78ba\u8a8d\u624b\u9806\u3082\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002"\r\n "\u307e\u305a\u306f\u5bfe\u8c61\u696d\u52d9\u3092\u9650\u5b9a\u3057\u3066\u691c\u8a3c\u3057\u3001\u51e6\u7406\u6642\u9593\u3084\u8aa4\u56de\u7b54\u306e\u50be\u5411\u3092\u6e2c\u5b9a\u3057\u307e\u3059\u3002"\r\n "\u305d\u306e\u7d50\u679c\u3092\u3082\u3068\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u904b\u7528\u30eb\u30fc\u30eb\u3092\u6539\u5584\u3057\u3001\u5341\u5206\u306a\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089"\r\n "\u5229\u7528\u7bc4\u56f2\u3092\u5e83\u3052\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002"\r\n)\r\n\r\nENGLISH_TEXT = (\r\n "When introducing generative AI into business operations, it is necessary to "\r\n "design not only for response accuracy, but also for input data management, "\r\n "operating costs, and review procedures performed by responsible staff. "\r\n "Start by limiting the target workflow, then measure processing time and "\r\n "patterns in incorrect responses. Based on the results, improve the prompts "\r\n "and operating rules, and expand the scope of use only after confirming "\r\n "sufficient benefits."\r\n)\r\n\r\nload_dotenv()\r\n\r\nmodels = {\r\n "GPT": os.getenv("OPENAI_MODEL", "gpt-5.6-sol"),\r\n "Claude": os.getenv("ANTHROPIC_MODEL", "claude-opus-5"),\r\n "Gemini": os.getenv("GEMINI_MODEL", "gemini-3.6-flash"),\r\n}\r\n\r\nopenai_client = OpenAI()\r\nanthropic_client = anthropic.Anthropic()\r\ngemini_client = genai.Client()\r\n\r\n\r\ndef count_tokens(service, model, text):\r\n if service == "GPT":\r\n return openai_client.responses.input_tokens.count(\r\n model=model,\r\n input=[{"role": "user", "content": text}],\r\n ).input_tokens\r\n\r\n if service == "Claude":\r\n return anthropic_client.messages.count_tokens(\r\n model=model,\r\n messages=[{"role": "user", "content": text}],\r\n ).input_tokens\r\n\r\n return gemini_client.models.count_tokens(\r\n model=model,\r\n contents=text,\r\n ).total_tokens\r\n\r\n\r\ntexts = {"\u65e5\u672c\u8a9e": JAPANESE_TEXT, "\u82f1\u8a9e": ENGLISH_TEXT}\r\nresults = {}\r\n\r\nprint("| \u30b5\u30fc\u30d3\u30b9 | \u30e2\u30c7\u30eb | \u8a00\u8a9e | \u6587\u5b57\u6570 | \u30c8\u30fc\u30af\u30f3\u6570 |")\r\nprint("| --- | --- | --- | ---: | ---: |")\r\n\r\nfor service, model in models.items():\r\n for language, text in texts.items():\r\n tokens = count_tokens(service, model, text)\r\n results[(service, language)] = tokens\r\n print(f"| {service} | `{model}` | {language} | {len(text)} | {tokens} |")\r\n\r\nprint("\\n| \u30b5\u30fc\u30d3\u30b9 | \u65e5\u672c\u8a9e \/ \u82f1\u8a9e\u306e\u30c8\u30fc\u30af\u30f3\u6bd4 |")\r\nprint("| --- | ---: |")\r\n\r\nfor service in models:\r\n ratio = results[(service, "\u65e5\u672c\u8a9e")] \/ results[(service, "\u82f1\u8a9e")]\r\n print(f"| {service} | {ratio:.3f} |")\r\n<\/code><\/pre>\n\u8a8d\u8a3c\u60c5\u5831\u306f.env<\/span>\u3078\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u5fc5\u8981\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u5b9f\u884c\u624b\u9806\u306f\u3001\u4ed8\u5c5e\u3059\u308bREADME.md<\/span>\u306b\u307e\u3068\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\u5b9f\u884c\u7d50\u679c<\/h4>\n\n\n| \u30b5\u30fc\u30d3\u30b9<\/th>\n | \u30e2\u30c7\u30eb<\/th>\n | \u8a00\u8a9e<\/th>\n | \u6587\u5b57\u6570<\/th>\n | \u30c8\u30fc\u30af\u30f3\u6570<\/th>\n<\/tr>\n | \n| GPT<\/td>\n | gpt-5.6-sol<\/span><\/td>\n | \u65e5\u672c\u8a9e<\/td>\n | 150<\/td>\n | 117<\/td>\n<\/tr>\n | \n| GPT<\/td>\n | gpt-5.6-sol<\/span><\/td>\n | \u82f1\u8a9e<\/td>\n | 460<\/td>\n | 85<\/td>\n<\/tr>\n | \n| Claude<\/td>\n | claude-opus-5<\/span><\/td>\n | \u65e5\u672c\u8a9e<\/td>\n | 150<\/td>\n | 141<\/td>\n<\/tr>\n | \n| Claude<\/td>\n | claude-opus-5<\/span><\/td>\n | \u82f1\u8a9e<\/td>\n | 460<\/td>\n | 130<\/td>\n<\/tr>\n | \n| Gemini<\/td>\n | gemini-3.6-flash<\/span><\/td>\n | \u65e5\u672c\u8a9e<\/td>\n | 150<\/td>\n | 79<\/td>\n<\/tr>\n | \n| Gemini<\/td>\n | gemini-3.6-flash<\/span><\/td>\n | \u82f1\u8a9e<\/td>\n | 460<\/td>\n | 79<\/td>\n<\/tr>\n<\/table>\n\n\n| \u30b5\u30fc\u30d3\u30b9<\/th>\n | \u65e5\u672c\u8a9e \/ \u82f1\u8a9e\u306e\u30c8\u30fc\u30af\u30f3\u6bd4<\/th>\n<\/tr>\n | \n| GPT<\/td>\n | 1.376<\/td>\n<\/tr>\n | \n| Claude<\/td>\n | 1.085<\/td>\n<\/tr>\n | \n| Gemini<\/td>\n | 1.000<\/td>\n<\/tr>\n<\/table>\n ![\"3\u793e\u306e\u30c8\u30fc\u30af\u30f3\u30ab\u30a6\u30f3\u30c8API\u3067\u65e5\u672c\u8a9e\u3068\u82f1\u8a9e\u3092\u8a08\u6e2c\u3057\u305f\u5b9f\u884c\u7d50\u679c\"](\"\/wp-content\/uploads\/2026\/08\/tokenizer-result.png\") <\/p>\n
GPT\u3001Claude\u3001Gemini\u306e\u30c8\u30fc\u30af\u30f3\u30ab\u30a6\u30f3\u30c8API\u3067\u65e5\u672c\u8a9e\u3068\u82f1\u8a9e\u3092\u8a08\u6e2c\u3057\u305f\u7d50\u679c<\/div>\n \u7d50\u679c\u306e\u8003\u5bdf<\/h4>\n\u4eca\u56de\u306e\u6587\u7ae0\u3067\u306f\u3001Gemini\u304c\u65e5\u672c\u8a9e\u30fb\u82f1\u8a9e\u3068\u3082\u306b79\u30c8\u30fc\u30af\u30f3\u3067\u30013\u30e2\u30c7\u30eb\u306e\u4e2d\u3067\u6700\u3082\u5c11\u306a\u3044\u7d50\u679c\u306b\u306a\u308a\u307e\u3057\u305f\u3002GPT\u306f\u65e5\u672c\u8a9e\u304c117\u30c8\u30fc\u30af\u30f3\u3001\u82f1\u8a9e\u304c85\u30c8\u30fc\u30af\u30f3\u3001Claude\u306f\u65e5\u672c\u8a9e\u304c141\u30c8\u30fc\u30af\u30f3\u3001\u82f1\u8a9e\u304c130\u30c8\u30fc\u30af\u30f3\u3067\u3057\u305f\u3002
\n\u65e5\u672c\u8a9e\u306e\u30c8\u30fc\u30af\u30f3\u6570\u3092\u82f1\u8a9e\u306e\u30c8\u30fc\u30af\u30f3\u6570\u3067\u5272\u308b\u3068\u3001GPT\u3067\u306f\u65e5\u672c\u8a9e\u304c\u7d0437.6\uff05\u3001Claude\u3067\u306f\u7d048.5\uff05\u591a\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u4e00\u65b9\u3001Gemini\u306f\u65e5\u672c\u8a9e\u3068\u82f1\u8a9e\u304c\u3069\u3061\u3089\u308279\u30c8\u30fc\u30af\u30f3\u3060\u3063\u305f\u305f\u3081\u3001\u6bd4\u7387\u304c1.000\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002
\n\u305f\u3060\u3057\u3001Gemini\u306e\u65e5\u82f1\u6bd4\u304c1.000\u306b\u306a\u3063\u305f\u306e\u306f\u3001\u4eca\u56de\u7528\u610f\u3057\u305f\u4e00\u7d44\u306e\u6587\u7ae0\u3067\u30c8\u30fc\u30af\u30f3\u6570\u304c\u5076\u7136\u4e00\u81f4\u3057\u305f\u7d50\u679c\u3067\u3059\u3002\u65e5\u672c\u8a9e\u3068\u82f1\u8a9e\u304c\u5e38\u306b\u540c\u3058\u30c8\u30fc\u30af\u30f3\u6570\u306b\u306a\u308b\u3053\u3068\u3084\u3001Gemini\u304c\u3042\u3089\u3086\u308b\u65e5\u672c\u8a9e\u6587\u7ae0\u3092\u52b9\u7387\u3088\u304f\u5206\u5272\u3067\u304d\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u305b\u3093\u3002\u5165\u529b\u3059\u308b\u6587\u7ae0\u304c\u5909\u308f\u308c\u3070\u3001\u6bd4\u7387\u3082\u5909\u308f\u308a\u307e\u3059\u3002
\n\u307e\u305f\u3001\u3053\u306e\u7d50\u679c\u3060\u3051\u3067\u300c\u65e5\u672c\u8a9e\u304c\u5f97\u610f\u306a\u30e2\u30c7\u30eb\u300d\u3092\u6c7a\u3081\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u30c8\u30fc\u30af\u30f3\u6570\u306f\u6587\u7ae0\u306e\u5206\u5272\u52b9\u7387\u3092\u793a\u3057\u307e\u3059\u304c\u3001\u65e5\u672c\u8a9e\u306e\u8aad\u89e3\u7cbe\u5ea6\u3001\u6307\u793a\u3078\u306e\u8ffd\u5f93\u6027\u3001\u56de\u7b54\u54c1\u8cea\u3092\u76f4\u63a5\u793a\u3059\u6307\u6a19\u3067\u306f\u306a\u3044\u305f\u3081\u3067\u3059\u3002<\/p>\n \u6bd4\u8f03\u7d50\u679c\u3092\u3069\u3046\u6349\u3048\u308b\u304b<\/h3>\n\u30c8\u30fc\u30af\u30f3\u6570\u304c\u5c11\u306a\u3044\u3068\u5165\u529b\u52b9\u7387\u306f\u4e0a\u304c\u308b<\/h4>\n\u540c\u3058\u60c5\u5831\u3092\u5c11\u306a\u3044\u30c8\u30fc\u30af\u30f3\u3067\u8868\u73fe\u3067\u304d\u308c\u3070\u3001\u540c\u3058\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3078\u3088\u308a\u591a\u304f\u306e\u6587\u7ae0\u3092\u5165\u308c\u3089\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u5165\u529b\u30c8\u30fc\u30af\u30f3\u6570\u306b\u5fdc\u3058\u305f\u5f93\u91cf\u8ab2\u91d1\u3067\u306f\u3001\u4ed6\u306e\u6761\u4ef6\u304c\u540c\u3058\u3067\u3042\u308c\u3070\u5165\u529b\u30b3\u30b9\u30c8\u3082\u6291\u3048\u3089\u308c\u307e\u3059\u3002
\n\u7279\u306b\u3001\u9577\u3044\u65e5\u672c\u8a9e\u6587\u66f8\u3092\u6271\u3046RAG\u3001\u8b70\u4e8b\u9332\u306e\u8981\u7d04\u3001\u5951\u7d04\u66f8\u306e\u78ba\u8a8d\u3001\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u306e\u5206\u6790\u306a\u3069\u3067\u306f\u3001\u6587\u7ae0\u3054\u3068\u306e\u5dee\u304c\u51e6\u7406\u4ef6\u6570\u306b\u5fdc\u3058\u3066\u7a4d\u307f\u4e0a\u304c\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u5b9f\u969b\u306b\u5229\u7528\u3059\u308b\u30c7\u30fc\u30bf\u3092\u5404\u30e2\u30c7\u30eb\u306e\u30ab\u30a6\u30f3\u30c8API\u3078\u6e21\u3057\u3001\u5c0e\u5165\u524d\u306b\u30c8\u30fc\u30af\u30f3\u6570\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u306b\u306f\u5b9f\u52d9\u4e0a\u306e\u610f\u5473\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n \u30c8\u30fc\u30af\u30f3\u6570\u3060\u3051\u3067\u6599\u91d1\u306f\u6bd4\u8f03\u3067\u304d\u306a\u3044<\/h4>\n\u30c8\u30fc\u30af\u30f3\u6570\u304c\u6700\u3082\u5c11\u306a\u3044\u30e2\u30c7\u30eb\u304c\u3001\u5fc5\u305a\u3057\u3082\u6700\u3082\u4f4e\u30b3\u30b9\u30c8\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u5404\u793e\u3067100\u4e07\u5165\u529b\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a\u306e\u6599\u91d1\u304c\u7570\u306a\u308b\u307b\u304b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30ad\u30e3\u30c3\u30b7\u30e5\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3001\u9577\u3044\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u5bfe\u3059\u308b\u8ffd\u52a0\u6599\u91d1\u306a\u3069\u306e\u6761\u4ef6\u3082\u7570\u306a\u308a\u307e\u3059\u3002
\n\u6599\u91d1\u3092\u6bd4\u8f03\u3059\u308b\u5834\u5408\u306f\u3001\u4eca\u56de\u53d6\u5f97\u3057\u305f\u30c8\u30fc\u30af\u30f3\u6570\u306b\u5404\u30e2\u30c7\u30eb\u306e\u5165\u529b\u5358\u4fa1\u3092\u639b\u3051\u3001\u5b9f\u969b\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u6761\u4ef6\u306b\u5408\u308f\u305b\u3066\u8a08\u7b97\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n API\u304c\u8fd4\u3059\u5024\u306f\u7d14\u7c8b\u306a\u6587\u7ae0\u306e\u5206\u5272\u6570\u3068\u306f\u9650\u3089\u306a\u3044<\/h4>\n\u4eca\u56de\u5229\u7528\u3059\u308bAPI\u306f\u3001\u5b9f\u969b\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u8fd1\u3044\u5165\u529b\u30c8\u30fc\u30af\u30f3\u6570\u3092\u8fd4\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u6587\u7ae0\u672c\u4f53\u3060\u3051\u3067\u306a\u304f\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u5f79\u5272\u3084\u5883\u754c\u306a\u3069\u3001API\u306e\u5165\u529b\u69cb\u9020\u3092\u8868\u3059\u30c8\u30fc\u30af\u30f3\u304c\u542b\u307e\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002
\n\u5404\u793e\u3067\u30e1\u30c3\u30bb\u30fc\u30b8\u5f62\u5f0f\u3084\u5185\u90e8\u51e6\u7406\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u3053\u306e\u6bd4\u8f03\u306f\u300c\u540c\u3058\u6587\u5b57\u5217\u3092\u5404\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u3078\u76f4\u63a5\u6e21\u3057\u305f\u7d14\u7c8b\u306a\u5206\u5272\u6570\u300d\u3067\u306f\u306a\u304f\u3001\u300c\u540c\u3058\u6587\u7ae0\u3092\u30e6\u30fc\u30b6\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u3068\u3057\u3066\u9001\u308b\u5834\u5408\u306e\u5165\u529b\u30c8\u30fc\u30af\u30f3\u6570\u300d\u3068\u6349\u3048\u308b\u306e\u304c\u9069\u5207\u3067\u3059\u3002<\/p>\n \u4e00\u3064\u306e\u6587\u7ae0\u3060\u3051\u3067\u4e00\u822c\u5316\u3057\u306a\u3044<\/h4>\n\u30c8\u30fc\u30af\u30f3\u306e\u5206\u5272\u7d50\u679c\u306f\u3001\u6587\u7ae0\u306b\u542b\u307e\u308c\u308b\u5358\u8a9e\u3001\u6f22\u5b57\u3001\u8a18\u53f7\u3001\u82f1\u6570\u5b57\u3001\u5c02\u9580\u7528\u8a9e\u306a\u3069\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002\u4eca\u56de\u306e\u7d50\u679c\u306f\u3001\u7528\u610f\u3057\u305f\u4e00\u7d44\u306e\u6587\u7ae0\u306b\u5bfe\u3059\u308b\u7d50\u679c\u3067\u3059\u3002
\n\u5b9f\u969b\u306e\u30e2\u30c7\u30eb\u9078\u5b9a\u3067\u306f\u3001\u5bfe\u8c61\u696d\u52d9\u3067\u4f7f\u3046\u6587\u66f8\u3092\u8907\u6570\u7528\u610f\u3057\u3001\u30c8\u30fc\u30af\u30f3\u6570\u3060\u3051\u3067\u306a\u304f\u3001\u56de\u7b54\u54c1\u8cea\u3001\u51e6\u7406\u6642\u9593\u3001\u6599\u91d1\u3082\u5408\u308f\u305b\u3066\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30e2\u30c7\u30eb\u306e\u66f4\u65b0\u3067\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u304c\u5909\u308f\u308b\u53ef\u80fd\u6027\u3082\u3042\u308b\u305f\u3081\u3001\u30e2\u30c7\u30ebID\u3068\u8a08\u6e2c\u65e5\u3092\u8a18\u9332\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n \u307e\u3068\u3081<\/h3>\n\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u306f\u3001\u5165\u529b\u3055\u308c\u305f\u6587\u7ae0\u3092\u30e2\u30c7\u30eb\u304c\u51e6\u7406\u3067\u304d\u308b\u30c8\u30fc\u30af\u30f3\u3078\u5206\u5272\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u30e2\u30c7\u30eb\u3084\u4e16\u4ee3\u306b\u3088\u3063\u3066\u8a9e\u5f59\u3084\u5206\u5272\u898f\u5247\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u540c\u3058\u6587\u7ae0\u3092\u6e21\u3057\u3066\u3082\u5165\u529b\u30c8\u30fc\u30af\u30f3\u6570\u306f\u4e00\u81f4\u3057\u307e\u305b\u3093\u3002
\n\u672c\u8a18\u4e8b\u306e\u8981\u70b9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n | |
|
![\"OpenAI](\"\/wp-content\/uploads\/2026\/08\/openai-tokenizer-generation-comparison.png\")
<\/p>\n