YFarmX

OpenAI: GPT-3.5 Turbo

openai/gpt-3.5-turbo · OpenAIDeclared and measured agree
Tokenizer lineage (measured)
OpenAI cl100k
Evidence confidence
High
Why high: an exact fingerprint shared with 3 models.
Declared tokenizer tag
GPT
Entered catalogue
28 May 2023
Last tested
22 August 2026
Measurement
Measured
Evidence
  • ✓ exact tokenizer signature shared with 3 models

Identity statement

OpenAI: GPT-3.5 Turbo is OpenAI's model, and its measured tokenizer sits in OpenAI's own signature group alongside its sibling models. Measured models from IBM and Microsoft carry the same vocabulary, which reads as reuse of OpenAI's tokenizer line and questions nobody's authorship; they are listed under "Shares this fingerprint" below.

Whose vocabulary this is

Tokenizer
cl100k_base
Origin of tokenizer
OpenAI tiktoken, open source
Model maker
OpenAI

cl100k_base is an open vocabulary table anyone can build on. Sharing it says which dictionary the model reads with, and nothing about who made the model.

Evidence stack

Signals of different kinds, weighed together
SignalResultReference
Tokenizer signatureExact match with 3 other modelstk_ba918336
API surfaceIdentical contract to 1 other entryapi_e35a478b
Context and output16,385 context · 4,096 max outputdeclared
Reasoning contractNone declareddeclared
Serving providers observedOpenAImeasured 22 August 2026

Shares this fingerprint

Exact signature first; template-boundary shifts of the same signature beneath

Closest measured models

Agreement across the mutually clean test strings

Click a row to open the full comparison.

The measured fingerprint

Marginal prompt-token cost of each test string, grouped by script
All 50 rows

English and whitespace

en-prose14
en-long16
spaces-203
spaces-603
tabs-203
newlines-204
mixed-ws5

Digits

digits-93
digits-124
digits-3010
digits-sep7
float-long9

CJK

zh-common18
zh-long25
zh-rare23
ja-kana14
ja-kanji17
ko19

Other scripts

ru16
ar25
he24
hi32
th25
el29

Emoji

emoji-basic10
emoji-skin30
emoji-zwj-family18
emoji-zwj-x354
emoji-flags24
emoji-prof29

Rare Unicode

math32
boxdraw28
combining14
cjk-ext-b13
surrogates40
zalgo36
rtl-mix11

Code

py-code25
py-indent15
json20
html16
regex44
camel5
snake6

Repetition and encodings

rare-word-x531
repeat-tok22
base6435
hex11
url17
uuid27

An x marks a row excluded as corrupt (caching or provider interference detected during measurement). Overhead subtracted: 7 prompt tokens.

Declared record

What the catalogue claims about this model

GPT-3.5 Turbo is OpenAI's fastest model. It can understand and generate natural language or code, and is optimized for chat and traditional completion tasks. Training data up to Sep 2021.

Modalities
text->text
Declared tokenizer
GPT
Prompt price
$0.50 / M tokens
Completion price
$1.50 / M tokens

Supported parameters

frequency_penaltylogit_biaslogprobsmax_tokenspresence_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_logprobstop_p

defaults: {}

Catalogue entry

History

Every observation, kept as taken
  • 28 May 2023Enters the OpenRouter catalogue declared as GPT.
  • 22 August 2026Fingerprinted in the YFarmX catalogue sweep · 50 of 50 strings measured clean.
  • 22 August 2026YFarmX assessment: consistent with the OpenAI cl100k family, high confidence.

Cite this page as the evidence record for OpenAI: GPT-3.5 Turbo: the URL is stable, measurements are dated, and revisions append to the history above. Method: tokenizer fingerprinting, v1, 50 strings.