Upstage: Solar Pro 4

upstage/solar-pro4 · UpstageTokenizer lineage measured
Tokenizer group (measured)
Upstage
Evidence confidence
Moderate
Why moderate: an exact fingerprint match with one sibling only, and no second signal of a different kind yet.
Declared tokenizer tag
Other
Entered catalogue
10 August 2026
Last tested
21 August 2026
Measurement
Measured
Evidence
  • exact tokenizer signature shared with 1 model

Identity statement

Upstage: Solar Pro 4 is Upstage's model, and its measured tokenizer sits in Upstage's own signature group alongside its sibling models. No other maker's measured model shares it so far.

Evidence stack

Signals of different kinds, weighed together
SignalResultReference
Tokenizer signatureExact match with 1 other modeltk_865d84ce
API surfaceNo other entry shares this exact contractapi_86b78bc9
Context and output524,288 context · 131,072 max outputdeclared
Reasoning contractOptionaldeclared
Serving providers observedUpstagemeasured 21 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-long15
spaces-203
spaces-603
tabs-204
newlines-204
mixed-ws6

Digits

digits-99
digits-1212
digits-3030
digits-sep12
float-long22

CJK

zh-common12
zh-long17
zh-rare18
ja-kana8
ja-kanji10
ko7

Other scripts

ru14
ar12
he25
hi15
th14
el13

Emoji

emoji-basic10
emoji-skin15
emoji-zwj-family11
emoji-zwj-x333
emoji-flags16
emoji-prof19

Rare Unicode

math21
boxdraw26
combining9
cjk-ext-b16
surrogates37
zalgo35
rtl-mix10

Code

py-code25
py-indent15
json25
html17
regex41
camel5
snake6

Repetition and encodings

rare-word-x526
repeat-tok40
base6432
hex16
url19
uuid36

An x marks a row excluded as corrupt (caching or provider interference detected during measurement). Overhead subtracted: 52 prompt tokens.

Declared record

What the catalogue claims about this model

Solar Pro 4 is Upstage's cost-efficient large language model, featuring a 524K context window. It is built for long-horizon tasks and agentic workflows, with strong capabilities in office productivity, document-intensive...

Modalities
text->text
Declared tokenizer
Other
Prompt price
$0.03 / M tokens
Completion price
$0.12 / M tokens

Supported parameters

frequency_penaltyinclude_reasoningmax_tokenspresence_penaltyreasoningresponse_formatstructured_outputstemperaturetool_choicetoolstop_p

defaults: {}

Catalogue entry

History

Every observation, kept as taken
  • 10 August 2026Enters the OpenRouter catalogue with no declared family.
  • 21 August 2026Fingerprinted in the YFarmX catalogue sweep · 50 of 50 strings measured clean.
  • 21 August 2026YFarmX assessment: consistent with the Upstage family, moderate confidence.

Cite this page as the evidence record for Upstage: Solar Pro 4: the URL is stable, measurements are dated, and revisions append to the history above. Method: tokenizer fingerprinting, v1, 50 strings. The raw data behind every figure is on the data page.