{ "schema": "tr-hash-agentic-tokenizer-benchmark-v1", "suite": "fixed multilingual-agentic suite", "categories": { "english": { "characters": 311, "utf8_bytes": 311, "tokens": { "tr_hash_agentic_32k": 59, "r50k_base": 58, "cl100k_base": 55, "o200k_base": 57 } }, "french": { "characters": 329, "utf8_bytes": 339, "tokens": { "tr_hash_agentic_32k": 100, "r50k_base": 96, "cl100k_base": 80, "o200k_base": 62 } }, "code": { "characters": 319, "utf8_bytes": 319, "tokens": { "tr_hash_agentic_32k": 90, "r50k_base": 115, "cl100k_base": 69, "o200k_base": 70 } }, "json_tool": { "characters": 195, "utf8_bytes": 195, "tokens": { "tr_hash_agentic_32k": 71, "r50k_base": 67, "cl100k_base": 62, "o200k_base": 62 } }, "math": { "characters": 205, "utf8_bytes": 215, "tokens": { "tr_hash_agentic_32k": 87, "r50k_base": 90, "cl100k_base": 93, "o200k_base": 92 } }, "emoji": { "characters": 105, "utf8_bytes": 208, "tokens": { "tr_hash_agentic_32k": 113, "r50k_base": 106, "cl100k_base": 100, "o200k_base": 75 } }, "agentic_markers": { "characters": 420, "utf8_bytes": 420, "tokens": { "tr_hash_agentic_32k": 66, "r50k_base": 149, "cl100k_base": 122, "o200k_base": 122 } } }, "natural_text_total": { "tr_hash_agentic_32k": { "characters": 1464, "utf8_bytes": 1587, "tokens": 520, "characters_per_token": 2.8153846153846156, "bytes_per_token": 3.0519230769230767, "vocab_size": 32000 }, "r50k_base": { "characters": 1464, "utf8_bytes": 1587, "tokens": 532, "characters_per_token": 2.7518796992481205, "bytes_per_token": 2.9830827067669174, "vocab_size": 50257 }, "cl100k_base": { "characters": 1464, "utf8_bytes": 1587, "tokens": 459, "characters_per_token": 3.189542483660131, "bytes_per_token": 3.457516339869281, "vocab_size": 100277 }, "o200k_base": { "characters": 1464, "utf8_bytes": 1587, "tokens": 418, "characters_per_token": 3.5023923444976077, "bytes_per_token": 3.7966507177033493, "vocab_size": 200019 } }, "including_native_markers_total": { "tr_hash_agentic_32k": { "characters": 1884, "utf8_bytes": 2007, "tokens": 586, "characters_per_token": 3.2150170648464163, "bytes_per_token": 3.4249146757679183, "vocab_size": 32000 }, "r50k_base": { "characters": 1884, "utf8_bytes": 2007, "tokens": 681, "characters_per_token": 2.7665198237885464, "bytes_per_token": 2.947136563876652, "vocab_size": 50257 }, "cl100k_base": { "characters": 1884, "utf8_bytes": 2007, "tokens": 581, "characters_per_token": 3.242685025817556, "bytes_per_token": 3.4543889845094666, "vocab_size": 100277 }, "o200k_base": { "characters": 1884, "utf8_bytes": 2007, "tokens": 540, "characters_per_token": 3.488888888888889, "bytes_per_token": 3.716666666666667, "vocab_size": 200019 } }, "tr_hash_roundtrip": { "english": true, "french": true, "code": true, "json_tool": true, "math": true, "emoji": true, "agentic_markers": true } }