Run: 2026-02-16-01KHK2D5QG772DMPYRVN23C3EF

Run Details

Model:
Qwen 3.5 397B A17B
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
2m 26s
Cost:
$0.016829
Provider:
Alibaba

Evaluation summary

Score Evaluator
Details Link
100.00% Parse dialogue (details)

Model input

System
You are an expert novel author in the cozy mystery genre. Take the following details about characters/locations/... into account: <character name="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German and does not yet know any English. She enjoys landscape photography and is always seen with her camera. </character> <character name="Hunter"> Hunter is a 35-year old detective who is investigating a series of mysterious disappearances in the small town of Alborn, MN. He is a former marine and has a no-nonsense attitude. Hunter has no knowledge of German, not even basic phrases. </character> <location name="Alborn, MN"> Alborne is a small town in the Midwest with a population of 3,000. It is known for its annual apple festival. </location>
User/Human
Write the following scene: Melanie is sitting at a cafe, looking at her camera. Hunter approaches her and asks her about a recent event in the town. She responds troubled and shaken in German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
Melanie: "Bitte... ich möchte nur meine Fotos ansehen. Lassen Sie mich in Ruhe." (Please... I just want to look at my photos. Leave me alone.) Hunter: "Excuse me, miss. I'm Detective Hunter. Alborn PD. I need to ask you about the orchard." Melanie: "Ich verstehe kein Wort. Kein Englisch. Bitte, gehen Sie." (I don't understand a word. No English. Please, go.) Hunter: "You speak German? Okay. I don't. But we need to communicate. Were you near the trees this morning?" Melanie: "Warum sind Sie hier? Ich habe nichts Falsches getan." (Why are you here? I have done nothing wrong.) Hunter: "Not in trouble. Questions. About the missing hiker. Did you see anyone?" Melanie: "Vermisst? Oh Gott. Ich dachte, er schläft nur." (Missing? Oh God. I thought he was just sleeping.) Hunter: "Wait. 'Missing'? You know about that? Look, the camera. Did you take pictures of the woods?" Melanie: "Ja. Ich habe den Wald fotografiert. Aber dort... es war schrecklich." (Yes. I photographed the forest. But there... it was terrible.) Hunter: "Show me. The screen. Can you show me the screen?" Melanie: "Hier. Sehen Sie diesen Schatten? Zwischen den Apfelbäumen." (Here. Do you see this shadow? Between the apple trees.) Hunter: "I see trees. And... is that a hand? Was someone hurt?" Melanie: "Ja. Ein Mann hat sie gezogen. Schnell. Wie ein Jäger." (Yes. A man pulled her. Fast. Like a hunter.) Hunter: "A man. Okay. Did you get a face? Can you point to a face?" Melanie: "Nein. Nur die Jacke. Rot. Wie ein Apfel." (No. Only the jacket. Red. Like an apple.) Hunter: "Red jacket. Okay. That's something. Can you write that down for me?" Melanie: "Ich kann nicht schreiben... kein Englisch. Nur Deutsch." (I cannot write... no English. Only German.) Hunter: "Great. Just great. Okay. Red jacket. Woods. Got it." Hunter: "Hold on." (Into phone) "Hunter... Yeah. I'm at the cafe. On my way." Hunter: "I have to run. Stay put. I'll find someone who speaks your language." Melanie: "Warten Sie! Kommen Sie zurück! Ich habe Angst!" (Wait! Come back! I am scared!) Hunter: "Lock your doors, miss. We'll talk later."
created_at"2026-02-16T11:14:37.044265+00:00" 2/16/2026, 11:14:37 AM
model"qwen/qwen3.5-397b-a17b-20260216"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency778
moderation_latency(null)
generation_time145122
tokens_prompt319
tokens_completion4671
native_tokens_prompt299
native_tokens_completion4625
native_tokens_completion_images(null)
native_tokens_reasoning4030
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.0168294
router(null)
provider_responses
0
id"chatcmpl-c674c118-6c80-9a47-ba3c-34028cea410a"
status200
is_byokfalse
latency778
endpoint_id"180484a2-e24b-495a-ba41-b34b680d5a9f"
provider_name"Alibaba"
model_permaslug"qwen/qwen3.5-397b-a17b-20260216"
api_type"completions"
id"gen-1771240331-JhXUsh6dKuoxkTEkihyp"
upstream_id"chatcmpl-c674c118-6c80-9a47-ba3c-34028cea410a"
total_cost0.0168294
cache_discount(null)
upstream_inference_cost0
provider_name"Alibaba"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"Bitte... ich möchte nur meine Fotos ansehen. Lassen Sie mich in Ruhe."
detectedLang"de"
heavyLang"de"
scores
de0.8259187620889749
nl0.6143958868894601
no0.5217853347502657
sv0.5081967213114754
pl0.45121951219512196
it0.3877551020408163
et0.3732590529247911
da0.34593023255813954
en0.3343195266272189
sl0.3293591654247392
ro0.3087557603686636
sk0.29797191887675506
ms0.27999999999999997
fr0.27652733118971057
az0.24114671163575044
es0.24114671163575044
lt0.24114671163575044
pt0.24114671163575044
ca0.22945205479452058
lv0.22945205479452058
eu0.20353982300884957
tl0.1712707182320442
fi0.16356877323420074
yo0.16356877323420074
is0.14772727272727273
tr0.1346153846153846
cs0.12959381044487428
hr0.12959381044487428
sq0.12280701754385964
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. Alborn PD. I need to ask you about the orchard."
detectedLang"en"
heavyLang"en"
scores
en0.775390625
tl0.5921985815602837
no0.5392628205128205
it0.4856887298747764
sq0.47102115915363385
fr0.46955719557195574
ro0.4656133828996283
da0.45856873822975514
nl0.40290758047767394
cs0.40166493236212286
ca0.3960084033613445
sv0.38038793103448276
sl0.36813186813186816
yo0.3653421633554084
hr0.358974358974359
pt0.35825892857142855
et0.34059633027522934
es0.32748538011695905
pl0.31220095693779903
de0.3004866180048662
ms0.2776381909547738
sk0.26187419768934533
lv0.24342105263157895
lt0.22506738544474394
tr0.18323863636363635
fi0.11538461538461538
be0.10852713178294573
hu0.1043613707165109
az0.0987460815047022
is0.0987460815047022
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ich verstehe kein Wort. Kein Englisch. Bitte, gehen Sie."
detectedLang"de"
heavyLang"de"
scores
de0.8285154336109751
nl0.5995423340961099
pl0.3934142114384749
no0.38596491228070173
en0.3013972055888224
da0.29577464788732394
it0.29577464788732394
ro0.2723492723492723
sv0.2723492723492723
sk0.26160337552742613
eu0.24731182795698922
et0.24406047516198706
fi0.2009132420091324
lt0.18032786885245902
hr0.17061611374407584
hu0.17061611374407584
ms0.17061611374407584
is0.1606714628297362
es0.15254237288135594
fr0.15254237288135594
pt0.15254237288135594
az0.14425427872860636
ca0.14425427872860636
sq0.14425427872860636
reliabletrue
passestrue
3
name"Hunter"
dialogue"You speak German? Okay. I don't. But we need to communicate. Were you near the trees this morning?"
detectedLang"en"
heavyLang"en"
scores
en0.8232466063348416
tl0.6756616502335236
nl0.5059288537549407
no0.46717817561807334
da0.4551002615518745
it0.44146559428060766
sv0.4399641577060932
fr0.43336355394378967
ro0.41697761194029853
ca0.38605108055009824
et0.3724899598393574
pl0.36804853387259856
yo0.34623430962343094
cs0.3343982960596379
sq0.31091510474090406
sk0.3040089086859688
hr0.28977272727272724
az0.24425634824667475
lv0.22839506172839508
is0.21679197994987467
lt0.21085858585858586
de0.19562419562419564
ms0.19146183699870634
es0.18407310704960833
tr0.1830065359477124
sl0.16219839142091153
pt0.10201149425287356
be0.10071942446043164
hu0.09682080924855492
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
4
name"Melanie"
dialogue"Warum sind Sie hier? Ich habe nichts Falsches getan."
detectedLang"de"
heavyLang"de"
scores
de0.8356807511737089
pl0.49201741654571846
nl0.47049924357034795
fr0.34944237918215615
da0.3320610687022901
eu0.3055555555555556
es0.3
sk0.26160337552742613
cs0.2222222222222222
et0.2222222222222222
ms0.2222222222222222
en0.21700223713646533
hr0.1822429906542056
sv0.1822429906542056
tl0.1784037558685446
ca0.17452830188679244
it0.17452830188679244
pt0.17452830188679244
ro0.17452830188679244
reliabletrue
passestrue
5
name"Hunter"
dialogue"Not in trouble. Questions. About the missing hiker. Did you see anyone?"
detectedLang"en"
heavyLang"en"
scores
en0.8160340821068939
tl0.6144480519480521
fr0.5947098976109215
nl0.5098039215686274
it0.4814410480349345
sv0.44379391100702575
de0.39180537772087065
da0.3902439024390244
no0.3581081081081081
ms0.35636856368563685
pt0.33473389355742295
et0.33098591549295775
ca0.31059506531204645
yo0.291044776119403
sl0.2448330683624801
is0.24242424242424243
az0.23878205128205127
ro0.23014586709886548
pl0.15026833631484796
cs0.1410488245931284
fi0.1410488245931284
sq0.1410488245931284
tr0.1410488245931284
es0.13793103448275862
reliabletrue
passestrue
6
name"Melanie"
dialogue"Vermisst? Oh Gott. Ich dachte, er schläft nur."
detectedLang"de"
heavyLang"de"
scores
de0.7959824231010671
nl0.6753246753246753
is0.453781512605042
no0.42781690140845074
da0.4247787610619469
sv0.417562724014337
pt0.30703624733475476
sk0.27616926503340755
pl0.26136363636363635
az0.2545871559633027
tr0.2388758782201405
ms0.23529411764705882
fr0.22248803827751198
en0.21686746987951808
it0.20147420147420148
tl0.19154228855721395
ca0.1875
et0.1751269035532995
fi0.1751269035532995
reliabletrue
passestrue
7
name"Hunter"
dialogue"Wait. 'Missing'? You know about that? Look, the camera. Did you take pictures of the woods?"
detectedLang"en"
heavyLang"en"
scores
en0.818213296398892
tl0.6511627906976745
nl0.5018975332068311
fr0.39724454649827784
no0.3958573072497123
ro0.37125748502994016
ca0.34127979924717694
ms0.3312101910828026
is0.3137254901960784
sv0.3064729194187582
de0.3018617021276596
da0.29906542056074764
yo0.2953020134228188
it0.23133235724743775
es0.15865384615384615
et0.15730337078651685
lv0.13651315789473684
cs0.12935323383084577
sl0.12935323383084577
sq0.12935323383084577
reliabletrue
passestrue
8
name"Melanie"
dialogue"Ja. Ich habe den Wald fotografiert. Aber dort... es war schrecklich."
detectedLang"de"
heavyLang"de"
scores
de0.8210526315789475
ca0.5319383259911894
no0.46540880503144655
lv0.45652173913043476
nl0.4530244530244531
da0.4509043927648579
sv0.44516971279373363
sk0.4429882044560944
pl0.4272237196765499
et0.39372325249643364
es0.3876080691642651
cs0.3491577335375191
lt0.33800623052959505
sl0.33800623052959505
sq0.33070866141732286
en0.2963576158940397
fi0.2647058823529412
hr0.24377224199288253
tr0.2328519855595668
it0.22867513611615245
eu0.22586520947176683
pt0.22303473491773307
ro0.22303473491773307
hu0.1935483870967742
yo0.15
az0.121900826446281
fr0.121900826446281
ms0.121900826446281
reliabletrue
passestrue
9
name"Hunter"
dialogue"Show me. The screen. Can you show me the screen?"
detectedLang"en"
heavyLang"en"
scores
en0.8230535894843277
tl0.72397476340694
nl0.6601941747572816
no0.5986238532110092
sq0.5635910224438903
es0.5028409090909091
fr0.4912790697674419
pt0.4852941176470589
ms0.4807121661721069
fi0.4760479041916168
yo0.3794326241134752
et0.35185185185185186
sl0.3346007604562738
it0.3137254901960784
cs0.308300395256917
da0.308300395256917
sv0.308300395256917
az0.3055555555555556
ca0.3055555555555556
tr0.3055555555555556
reliabletrue
passestrue
10
name"Melanie"
dialogue"Hier. Sehen Sie diesen Schatten? Zwischen den Apfelbäumen."
detectedLang"de"
heavyLang"de"
scores
de0.8189948892674617
nl0.5865758754863813
sv0.5531019978969506
da0.5395449620801733
no0.5
eu0.35993975903614456
fi0.3134087237479806
ms0.2857142857142857
hu0.2100371747211896
pl0.2085661080074488
cs0.18111753371868977
fr0.17153996101364524
it0.1650294695481336
en0.16173570019723865
es0.1550695825049702
lv0.1448692152917505
sl0.1448692152917505
sq0.1448692152917505
tr0.1448692152917505
reliabletrue
passestrue
11
name"Hunter"
dialogue"I see trees. And... is that a hand? Was someone hurt?"
detectedLang"en"
heavyLang"en"
scores
en0.8256437768240343
yo0.6117084826762246
nl0.5806451612903226
et0.5492371705963939
hu0.5370370370370371
ca0.5350500715307582
tl0.5241581259150806
sv0.4698205546492659
de0.45652173913043476
hr0.4357638888888889
it0.4247787610619469
cs0.4217081850533808
pl0.41546762589928055
is0.41441441441441446
ro0.4133574007220217
pt0.4014732965009208
no0.3981481481481482
da0.39365671641791045
es0.3925233644859813
sq0.3879472693032015
sk0.38330170777988615
tr0.3114406779661017
lt0.30851063829787234
az0.2903930131004367
lv0.2903930131004367
vi0.2903930131004367
fr0.2647058823529412
sl0.21686746987951808
be0.17721518987341772
eu0.17721518987341772
fi0.16237113402061853
ms0.16237113402061853
uk0.16237113402061853
reliabletrue
passestrue
12
name"Melanie"
dialogue"Ja. Ein Mann hat sie gezogen. Schnell. Wie ein Jäger."
detectedLang"de"
heavyLang"de"
scores
de0.8013245033112583
sv0.5702005730659025
no0.569583931133429
nl0.5184590690208668
pl0.47368421052631576
da0.3775933609958506
is0.3562231759656652
et0.33920704845814975
fi0.33774834437086093
lv0.27710843373493976
ca0.2665036674816626
hu0.22680412371134018
sk0.21875
sl0.21052631578947367
tr0.20634920634920634
en0.2
sq0.2
yo0.2
reliabletrue
passestrue
13
name"Hunter"
dialogue"A man. Okay. Did you get a face? Can you point to a face?"
detectedLang"en"
heavyLang"en"
scores
en0.8145650708024275
tl0.6951219512195121
da0.6248294679399727
fr0.6037463976945245
cs0.5535714285714286
pl0.5469522240527183
lv0.5217391304347826
lt0.5045045045045045
no0.49817518248175185
sk0.4878957169459963
yo0.4821092278719397
ro0.47718631178707227
hr0.4532803180914513
pt0.4410569105691057
ca0.4364754098360656
sl0.434156378600823
sv0.40860215053763443
de0.39956331877729256
is0.3888888888888889
nl0.3820224719101124
hu0.36194895591647336
tr0.358974358974359
az0.3483412322274882
es0.32432432432432434
it0.3125
sq0.207492795389049
eu0.20289855072463767
vi0.20289855072463767
et0.1863905325443787
fi0.1863905325443787
ms0.1863905325443787
reliabletrue
passestrue
14
name"Melanie"
dialogue"Nein. Nur die Jacke. Rot. Wie ein Apfel."
detectedLang"de"
heavyLang"de"
scores
de0.788135593220339
nl0.504950495049505
no0.36061381074168797
en0.2857142857142857
ms0.2857142857142857
tl0.2857142857142857
is0.26035502958579887
yo0.26035502958579887
pl0.2378048780487805
reliabletrue
passestrue
15
name"Hunter"
dialogue"Red jacket. Okay. That's something. Can you write that down for me?"
detectedLang"en"
heavyLang"en"
scores
en0.8165731549417349
tl0.6310763888888888
es0.38316400580551524
pt0.3722304283604136
no0.3694362017804154
sq0.3684992570579495
sl0.356060606060606
da0.3550834597875569
et0.3055555555555556
fr0.2772108843537415
ms0.27597955706984667
it0.26343154246100525
sv0.22586520947176683
ro0.17153996101364524
nl0.1650294695481336
sk0.16173570019723865
cs0.1550695825049702
az0.1533864541832669
ca0.1533864541832669
tr0.1533864541832669
fi0.15
hr0.15
lt0.1448692152917505
reliabletrue
passestrue
16
name"Melanie"
dialogue"Ich kann nicht schreiben... kein Englisch. Nur Deutsch."
detectedLang"de"
heavyLang"de"
scores
de0.844097995545657
nl0.5986238532110092
ms0.32950191570881227
no0.3137254901960784
sk0.26160337552742613
pl0.24731182795698922
ca0.2222222222222222
cs0.2222222222222222
hu0.21171171171171171
en0.2009132420091324
es0.1822429906542056
is0.1822429906542056
da0.17061611374407584
hr0.17061611374407584
ro0.17061611374407584
sv0.17061611374407584
reliabletrue
passestrue
17
name"Hunter"
dialogue"Great. Just great. Okay. Red jacket. Woods. Got it."
detectedLang"en"
heavyLang"en"
scores
en0.8039914468995011
tl0.6600741656365884
sv0.4510978043912176
et0.27055702917771884
ro0.26666666666666666
lv0.23822714681440443
sq0.23822714681440443
es0.233983286908078
ca0.21875
yo0.21652421652421652
da0.21428571428571427
hr0.21428571428571427
sl0.21428571428571427
reliabletrue
passestrue
18
name"Hunter"
dialogue"Hunter... Yeah. I'm at the cafe. On my way."
detectedLang"en"
heavyLang"en"
scores
en0.7987117552334944
tl0.6671105193075899
da0.5726495726495726
no0.5667244367417678
fr0.5088408644400786
yo0.4212962962962963
pl0.4131455399061033
cs0.39172749391727496
sk0.39172749391727496
ca0.3872549019607844
et0.3811881188118812
fi0.375
sv0.3718592964824121
nl0.37027707808564225
ms0.3540051679586563
sq0.3540051679586563
de0.26035502958579887
hr0.26035502958579887
hi0.251497005988024
it0.20127795527156547
pt0.20127795527156547
ro0.19093851132686085
sl0.19093851132686085
tr0.19093851132686085
reliabletrue
passestrue
19
name"Hunter"
dialogue"I have to run. Stay put. I'll find someone who speaks your language."
detectedLang"en"
heavyLang"en"
scores
en0.8154580981328702
da0.5758483033932136
tl0.5314222712238148
yo0.47595561035758327
hr0.4720496894409938
no0.4487678339818417
et0.39716312056737585
ro0.39458689458689455
pl0.380466472303207
cs0.35703479576399394
lt0.3511450381679389
sk0.32432432432432434
lv0.30327868852459017
ms0.2796610169491525
is0.256993006993007
ca0.24511545293072823
sv0.24511545293072823
sq0.23971377459749554
sl0.2216117216117216
it0.21296296296296297
de0.169921875
nl0.169921875
es0.1550695825049702
eu0.1550695825049702
pt0.1550695825049702
be0.1414141414141414
fr0.1414141414141414
tr0.1414141414141414
hu0.1361788617886179
az0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
20
name"Melanie"
dialogue"Warten Sie! Kommen Sie zurück! Ich habe Angst!"
detectedLang"de"
heavyLang"de"
scores
de0.8326232501521605
da0.6031746031746031
no0.5973645680819912
nl0.5621019108280255
pl0.5454545454545454
sv0.5299145299145299
fi0.40860215053763443
sk0.31077694235588976
et0.28756476683937826
eu0.233983286908078
hu0.23184357541899442
ms0.22096317280453256
ca0.20289855072463767
es0.20289855072463767
tr0.20289855072463767
reliabletrue
passestrue
21
name"Hunter"
dialogue"Lock your doors, miss. We'll talk later."
detectedLang"en"
heavyLang"en"
scores
en0.7448979591836735
tl0.5826377295492488
nl0.5777027027027027
de0.3842364532019704
da0.2732558139534884
no0.2668621700879765
sv0.25595238095238093
ms0.2378048780487805
hi0.2331288343558282
pl0.2331288343558282
fr0.22118380062305293
pt0.22118380062305293
reliabletrue
passestrue