YFarmX

Writer: Palmyra X5

writer/palmyra-x5 · WriterTokenizer lineage measured
Tokenizer lineage (measured)
Qwen
Evidence confidence
High
Why high: one template-boundary shift from a group whose members all declare the same family.
Declared tokenizer tag
Other
Entered catalogue
21 January 2026
Last tested
3 September 2026
Measurement
Measured
Evidence
  • ✓ tokenizer signature one template-boundary shift from 38 models

Identity statement

Writer: Palmyra X5 is Writer's model. Its measured tokenizer sits with the Qwen group, which is evidence that it builds on the Qwen tokenizer. Tokenizer reuse is normal engineering, open vocabularies travel between labs, and this says nothing against Writer's authorship of the model itself.

Evidence stack

Signals of different kinds, weighed together
SignalResultReference
Tokenizer signatureClean measurement; no exact match yettk_920d45ce
API surfaceNo other entry shares this exact contractapi_b4cad377
Context and output1,040,000 context · 8,192 max outputdeclared
Reasoning contractNone declareddeclared
Serving providers observedAmazon Bedrockmeasured 3 September 2026

Shares this fingerprint

Exact signature first; template-boundary shifts of the same signature beneath
Magnum v4 72Banthracite-org/magnum-v4-72bsame tokenizer · template shiftByteDance: UI-TARS 7B bytedance/ui-tars-1.5-7bsame tokenizer · template shiftDots Studio: Dots3-Note Preview (free)dots-studio/dots-3-note-preview:freesame tokenizer · template shiftMorph: Morph V3 Fastmorph/morph-v3-fastsame tokenizer · template shiftQwen2.5 72B Instructqwen/qwen-2.5-72b-instructsame tokenizer · template shiftQwen: Qwen2.5 7B Instructqwen/qwen-2.5-7b-instructsame tokenizer · template shiftQwen2.5 Coder 32B Instructqwen/qwen-2.5-coder-32b-instructsame tokenizer · template shiftQwen: Qwen-Plusqwen/qwen-plussame tokenizer · template shiftQwen: Qwen Plus 0728qwen/qwen-plus-2025-07-28same tokenizer · template shiftQwen: Qwen2.5 VL 72B Instructqwen/qwen2.5-vl-72b-instructsame tokenizer · template shiftQwen: Qwen3 14Bqwen/qwen3-14bsame tokenizer · template shiftQwen: Qwen3 235B A22Bqwen/qwen3-235b-a22bsame tokenizer · template shiftQwen: Qwen3 235B A22B Instruct 2507qwen/qwen3-235b-a22b-2507same tokenizer · template shiftQwen: Qwen3 235B A22B Thinking 2507qwen/qwen3-235b-a22b-thinking-2507same tokenizer · template shiftQwen: Qwen3 30B A3Bqwen/qwen3-30b-a3bsame tokenizer · template shiftQwen: Qwen3 30B A3B Instruct 2507qwen/qwen3-30b-a3b-instruct-2507same tokenizer · template shiftQwen: Qwen3 30B A3B Thinking 2507qwen/qwen3-30b-a3b-thinking-2507same tokenizer · template shiftQwen: Qwen3 32Bqwen/qwen3-32bsame tokenizer · template shiftQwen: Qwen3 8Bqwen/qwen3-8bsame tokenizer · template shiftQwen: Qwen3 Coder 480B A35Bqwen/qwen3-codersame tokenizer · template shiftQwen: Qwen3 Coder 30B A3B Instructqwen/qwen3-coder-30b-a3b-instructsame tokenizer · template shiftQwen: Qwen3 Coder Flashqwen/qwen3-coder-flashsame tokenizer · template shiftQwen: Qwen3 Coder Nextqwen/qwen3-coder-nextsame tokenizer · template shiftQwen: Qwen3 Coder Plusqwen/qwen3-coder-plussame tokenizer · template shiftQwen: Qwen3 Maxqwen/qwen3-maxsame tokenizer · template shiftQwen: Qwen3 Max Thinkingqwen/qwen3-max-thinkingsame tokenizer · template shiftQwen: Qwen3 Next 80B A3B Instructqwen/qwen3-next-80b-a3b-instructsame tokenizer · template shiftQwen: Qwen3 Next 80B A3B Thinkingqwen/qwen3-next-80b-a3b-thinkingsame tokenizer · template shiftQwen: Qwen3 VL 235B A22B Instructqwen/qwen3-vl-235b-a22b-instructsame tokenizer · template shiftQwen: Qwen3 VL 235B A22B Thinkingqwen/qwen3-vl-235b-a22b-thinkingsame tokenizer · template shiftQwen: Qwen3 VL 30B A3B Instructqwen/qwen3-vl-30b-a3b-instructsame tokenizer · template shiftQwen: Qwen3 VL 30B A3B Thinkingqwen/qwen3-vl-30b-a3b-thinkingsame tokenizer · template shiftQwen: Qwen3 VL 32B Instructqwen/qwen3-vl-32b-instructsame tokenizer · template shiftQwen: Qwen3 VL 8B Instructqwen/qwen3-vl-8b-instructsame tokenizer · template shiftQwen: Qwen3 VL 8B Thinkingqwen/qwen3-vl-8b-thinkingsame tokenizer · template shiftRelace: Relace Searchrelace/relace-searchsame tokenizer · template shiftXiaomi: MiMo-V2.5xiaomi/mimo-v2.5same tokenizer · template shiftXiaomi: MiMo-V2.5-Proxiaomi/mimo-v2.5-prosame tokenizer · template shift

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

CJK

zh-common10
zh-long12
zh-rare17
ja-kana8
ja-kanji13
ko17

Other scripts

ru16
ar8
he9
hi29
th12
el28

Emoji

emoji-basic5
emoji-skin10
emoji-zwj-family10
emoji-zwj-x330
emoji-flags8
emoji-prof14

Rare Unicode

math26
boxdraw17
combining5
cjk-ext-b12
surrogates22
zalgo36
rtl-mix7

Code

py-code25
py-indent15
json25
html16
regex44
camel5
snake6

Repetition and encodings

rare-word-x530
repeat-tok21
base6436
hex17
url19
uuid36

An x marks a row excluded as corrupt (caching or provider interference detected during measurement). Overhead subtracted: 237 prompt tokens.

Declared record

What the catalogue claims about this model

Palmyra X5 is Writer's most advanced model, purpose-built for building and scaling AI agents across the enterprise. It delivers industry-leading speed and efficiency on context windows up to 1 million...

Modalities
text->text
Declared tokenizer
Other
Prompt price
$0.60 / M tokens
Completion price
$6.00 / M tokens

Supported parameters

max_tokensstoptemperaturetop_ktop_p

defaults: {"temperature":null,"top_p":null,"frequency_penalty":null}

Catalogue entry

History

Every observation, kept as taken
  • 21 January 2026Enters the OpenRouter catalogue with no declared family.
  • 3 September 2026Fingerprinted in the YFarmX catalogue sweep · 50 of 50 strings measured clean.
  • 3 September 2026YFarmX assessment: consistent with the Qwen family, high confidence.

Cite this page as the evidence record for Writer: Palmyra X5: the URL is stable, measurements are dated, and revisions append to the history above. Method: tokenizer fingerprinting, v1, 50 strings.