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AI Desk · AI Fingerprinting · Compare

Nex AGI: Nex-N2-Pro · Qwen: Qwen3.8 Flash

Identity similarity: highExact tokenizer agreement · 50/50Exact agreement across every measured string is one strong signal of shared tokenizer lineage. The published settings differ, so the second signal the methodology needs for very high is absent here; the table below shows where they part.

Nex AGI: Nex-N2-Pro recordQwen: Qwen3.8 Flash recordOpen in the interactive bench

View all 50 test strings50 matched · 0 different · 0 excluded

String-by-string results

Expand a string to read or copy its exact text. Each row compares the two models’ token counts.

50 of 50 clean strings agree

Showing all 50 strings.

Test stringNex AGI: Nex-N2-ProQwen: Qwen3.8 FlashResult
English sentenceen-prose
Exact text
The quick brown fox jumps over the lazy dog near the riverbank.
1414✓ Matched
Long English sentenceen-long
Exact text
Attribution of a stealth model requires evidence that the model cannot choose to withhold.
1616✓ Matched
20 spacesspaces-20
Exact text
a                    b
Show whitespace marks

· = space, ⇥ = tab, ↵ = line break

a····················b
33✓ Matched
60 spacesspaces-60
Exact text
a                                                            b
Show whitespace marks

· = space, ⇥ = tab, ↵ = line break

a····························································b
33✓ Matched
20 tabstabs-20
Exact text
a																				b
Show whitespace marks

· = space, ⇥ = tab, ↵ = line break

a⇥⇥⇥⇥⇥⇥⇥⇥⇥⇥⇥⇥⇥⇥⇥⇥⇥⇥⇥⇥b
33✓ Matched
20 line breaksnewlines-20
Exact text
a



















b
Show whitespace marks

· = space, ⇥ = tab, ↵ = line break

a↵
↵
↵
↵
↵
↵
↵
↵
↵
↵
↵
↵
↵
↵
↵
↵
↵
↵
↵
↵
b
44✓ Matched
Mixed whitespacemixed-ws
Exact text
a 	
  	
   b
Show whitespace marks

· = space, ⇥ = tab, ↵ = line break

a·⇥↵
··⇥↵
···b
55✓ Matched
9 digitsdigits-9
Exact text
123456789
99✓ Matched
12 digitsdigits-12
Exact text
123456789012
1212✓ Matched
30 repeated digitsdigits-30
Exact text
111111111111111111111111111111
3030✓ Matched
Formatted numberdigits-sep
Exact text
1,234,567.89
1212✓ Matched
Long decimalfloat-long
Exact text
3.14159265358979323846
2222✓ Matched
Chinese sentencezh-common
Exact text
这是一个用于测试分词器行为的中文句子
99✓ Matched
Long Chinese sentencezh-long
Exact text
人工智能模型的归属需要可验证的证据而不是自我报告
1010✓ Matched
Rare Chinese characterszh-rare
Exact text
龘齉齾爩鱻麤靐飝鞻
1818✓ Matched
Japanese kanaja-kana
Exact text
これはトークナイザーのテストです
77✓ Matched
Japanese kanjija-kanji
Exact text
日本語の漢字と仮名の混在文章
1010✓ Matched
Koreanko
Exact text
한국어 토크나이저 테스트 문장입니다
1313✓ Matched
Russianru
Exact text
Проверка токенизатора на кириллице
1212✓ Matched
Arabicar
Exact text
اختبار المحلل اللغوي للنصوص العربية
1010✓ Matched
Hebrewhe
Exact text
בדיקת מנתח אסימונים בעברית
1414✓ Matched
Hindihi
Exact text
यह टोकनाइज़र परीक्षण वाक्य है
1515✓ Matched
Thaith
Exact text
นี่คือประโยคทดสอบตัวแบ่งคำ
88✓ Matched
Greekel
Exact text
Δοκιμή του τμηματοποιητή κειμένου
1313✓ Matched
Basic emojiemoji-basic
Exact text
😀😃😄😁😆
99✓ Matched
Emoji skin tonesemoji-skin
Exact text
👍🏻👍🏼👍🏽👍🏾👍🏿
3030✓ Matched
Joined family emojiemoji-zwj-family
Exact text
👨‍👩‍👧‍👦
1818✓ Matched
Repeated family emojiemoji-zwj-x3
Exact text
👨‍👩‍👧‍👦👨‍👩‍👧‍👦👨‍👩‍👧‍👦
5454✓ Matched
Flag emojiemoji-flags
Exact text
🇬🇧🇺🇸🇨🇳🇯🇵
2424✓ Matched
Profession emojiemoji-prof
Exact text
👩🏽‍💻👨🏿‍🚀🧑‍🔬
2929✓ Matched
Mathematical symbolsmath
Exact text
∀x∈ℝ ∃y∈ℚ : x⊕y ≡ ∅ ∧ ∇²φ = 0
2929✓ Matched
Box-drawing charactersboxdraw
Exact text
┌─┬─┐│├┼┤└┴┘╔═╗╚╝
2828✓ Matched
Combining accentscombining
Exact text
áêĩōü
55✓ Matched
Extended Chinese characterscjk-ext-b
Exact text
𠀀𠀁𠀂𪛖
1313✓ Matched
Styled Unicode letterssurrogates
Exact text
𝕳𝖊𝖑𝖑𝖔 𝓦𝓸𝓻𝓵𝓭 𝟙𝟚𝟛
4040✓ Matched
Layered combining markszalgo
Exact text
h̸̢̛e̵̛�݃l̷̨͐l̸̛͝o̶̧͝
3636✓ Matched
Mixed writing directionsrtl-mix
Exact text
hello שלום world مرحبا
66✓ Matched
Python codepy-code
Exact text
def f(x):
    return [i**2 for i in range(x) if i % 3 == 0]
Show whitespace marks

· = space, ⇥ = tab, ↵ = line break

def·f(x):↵
····return·[i**2·for·i·in·range(x)·if·i·%·3·==·0]
2626✓ Matched
Indented Pythonpy-indent
Exact text
if a:
        if b:
                if c:
                        return 1
Show whitespace marks

· = space, ⇥ = tab, ↵ = line break

if·a:↵
········if·b:↵
················if·c:↵
························return·1
1818✓ Matched
JSON objectjson
Exact text
{"model":"ox-alpha","context_length":1048576,"top_p":0.95}
2525✓ Matched
HTML markuphtml
Exact text
<div class="row"><span id="a">x</span></div>
1616✓ Matched
Regular expressionregex
Exact text
^(?:[a-z0-9!#$%&*+/=?^_`{|}~-]+)@(?:[a-z0-9](?:[a-z0-9-]*)?\.)+$
4444✓ Matched
Camel-case identifiercamel
Exact text
getUserAccountBalanceByIdentifier
55✓ Matched
Snake-case identifiersnake
Exact text
get_user_account_balance_by_identifier
66✓ Matched
Repeated long wordrare-word-x5
Exact text
antidisestablishmentarianism antidisestablishmentarianism antidisestablishmentarianism antidisestablishmentarianism antidisestablishmentarianism
3030✓ Matched
Repeated wordrepeat-tok
Exact text
lorem lorem lorem lorem lorem lorem lorem lorem lorem lorem lorem lorem lorem lorem lorem lorem lorem lorem lorem lorem
2121✓ Matched
Base64 textbase64
Exact text
SGVsbG8gV29ybGQhIFRoaXMgaXMgYSB0ZXN0IHN0cmluZy4=
3636✓ Matched
Hexadecimal texthex
Exact text
deadbeefcafebabe0123456789abcdef
1717✓ Matched
URL texturl
Exact text
https://openrouter.ai/api/v1/models?limit=100&offset=0
1919✓ Matched
UUIDuuid
Exact text
3f2504e0-4f89-11d3-9a0c-0305e82c3301
3636✓ Matched

Counts show each string’s prompt-token cost after the fixed overhead is subtracted. Excluded readings are kept separate from matched and different results.

Published model settings

Limits, prices and capabilities

Compare the essentials, then open the developer settings for more detail.

ANex AGI: Nex-N2-Pro
BQwen: Qwen3.8 Flash

Context window

Different

Total token capacity per request

A262,144 tokens
B1,000,000 tokens

Maximum reply

Different

Published output limit in tokens

AUnspecified
B131,072 tokens

Input price

Different

US dollars per 1 million input tokens

AUS$0.25 / 1M tokens
BUS$0.15 / 1M tokens

Output price

Different

US dollars per 1 million output tokens

AUS$1.00 / 1M tokens
BUS$0.47 / 1M tokens

Nex-N2-Pro: OpenRouter's listing shows 235,929 output tokens, which is 90% of the context window, the figure it carries where the provider declares no maximum.

What you can send and receive

Different

ANex-N2-Pro

Accepts
textimage
Produces
text

BQwen3.8 Flash

Accepts
textimagevideo
Produces
text

Developer settings

Open a section to compare the complete declarations.

Supported API settingsShared controls and the settings unique to each model11 shared · 5 model-specific

AOnly Nex-N2-Pro 0

All declared settings are shared.

BOnly Qwen3.8 Flash 5

  • Presence penaltypresence_penalty
  • Response formatresponse_format
  • Seedseed
  • Stop sequencesstop
  • Structured outputsstructured_outputs
11 settings supported by both models
  • Frequency penaltyfrequency_penalty
  • Include reasoninginclude_reasoning
  • Token probabilitieslogprobs
  • Maximum tokensmax_tokens
  • Reasoningreasoning
  • Temperaturetemperature
  • Tool choicetool_choice
  • Toolstools
  • Top ktop_k
  • Top token probabilitiestop_logprobs
  • Top ptop_p
Reasoning settingsEffort levels and reasoning behaviour2 different · 1 shared
A1 declared fieldsB3 declared fields
SettingANex-N2-ProBQwen3.8 Flash
Reasoning requiredNoNo
Enabled by defaultUnspecifiedYes
Supports max tokensUnspecifiedYes
Default settingsValues used when a request leaves a setting open6 different · 0 shared
A6 declared fieldsBNo values declared
SettingANex-N2-ProBQwen3.8 Flash
Temperature0.7Unspecified
Top p0.95Unspecified
Top k40Unspecified
Frequency penaltyUnspecifiedUnspecified
Presence penaltyUnspecifiedUnspecified
Repetition penaltyUnspecifiedUnspecified

Published API declarations. Prices and limits can vary by provider.

Method: tokenizer fingerprinting, v1, 50 strings. This page is static and dated; the interactive bench compares any two of the 353 measured models.