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OpenAI: GPT-6.1 Sol

openai/gpt-6.1-sol · OpenAIDeclared and measured agree
Tokenizer lineage (measured)
GPT
Declared tokenizer tag
GPT
Entered catalogue
29 September 2026
Last tested
5 October 2026
Evidence confidence
Moderate

Why moderate: near-exact agreement (49 of 49 strings) with openai/gpt-5-nano, short of a full exact signature.

Evidence
  • ✓ near-exact agreement (49/49) with openai/gpt-5-nano

Identity statement

OpenAI: GPT-6.1 Sol is OpenAI's model. Its measured tokenizer sits with the GPT group, which is evidence that it builds on the GPT tokenizer. Tokenizer reuse is normal engineering, open vocabularies travel between labs, and this says nothing against OpenAI's authorship of the model itself.

What we checked

Four different kinds of evidence, and what each one showed
We checkedWhat we foundWhere it came from
How it counts tokensCounted, using the 49 strings that came back reliablywe measured it
How its API is set upSet up identically to 4 other listings, field for fieldapi_523f730f
How much it can read and writeReads up to 1,050,000 tokens at once, writes up to 128,000its own listing
Whether it thinks before answeringAlways reasons, and cannot be turned off, at max, xhigh, high, medium, low, medium by defaultits own listing
Who served our requestsOpenAIwe measured it, 5 October 2026

Closest measured models

Agreement across the mutually clean test strings

Click a row to open the full comparison.

The measured fingerprint

What each test string cost this model, in tokens

We sent OpenAI: GPT-6.1 Sol fifty short pieces of text and recorded what each one cost it in tokens. The bars below are those costs. Two models built on the same tokenizer produce the same bars; a model built on a different one produces a different set, which is what makes this a fingerprint.

All 50 rows, 1 excluded as corrupt

English and whitespace

en-prose14
en-long17
spaces-203
spaces-603
tabs-203
newlines-204
mixed-ws6

Digits

digits-93
digits-124
digits-30x
digits-sep7
float-long9

CJK

zh-common12
zh-long17
zh-rare20
ja-kana10
ja-kanji13
ko11

Other scripts

ru11
ar11
he10
hi11
th11
el14

Emoji

emoji-basic8
emoji-skin13
emoji-zwj-family11
emoji-zwj-x333
emoji-flags16
emoji-prof20

Rare Unicode

math31
boxdraw27
combining11
cjk-ext-b13
surrogates40
zalgo35
rtl-mix5

Code

py-code25
py-indent15
json20
html16
regex44
camel6
snake6

Repetition and encodings

rare-word-x531
repeat-tok22
base6434
hex11
url17
uuid27

An x marks a row excluded as corrupt (caching or provider interference detected during measurement). Overhead subtracted: 6 prompt tokens.

Declared record

What the catalogue claims about this model

GPT-6.1 Sol is an upgrade to GPT-6 Sol from OpenAI, positioned below the flagship GPT-6 Astra in the GPT-6 series. It is suited for agentic coding, computer use, document-heavy professional...

Modalities
text+image+file->text
Declared tokenizer
GPT
Prompt price
$2.00 / M tokens
Completion price
$10.0 / M tokens

Supported parameters

include_reasoningmax_completion_tokensmax_tokensreasoningreasoning_effortresponse_formatseedstructured_outputstool_choicetoolsverbosity

defaults: {}

Catalogue entry

History

Every observation, kept as taken
  • 29 September 2026Enters the OpenRouter catalogue declared as GPT.
  • 5 October 2026Fingerprinted in the YFarmX catalogue sweep · 49 of 50 strings measured clean.
  • 5 October 2026YFarmX assessment: consistent with the GPT family, moderate confidence.