Run: 2026-02-16-01KHK14BAMMH028Y5TNFAY4FWC

Run Details

Model:
Qwen 3.5 397B A17B
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
2m 21s
Cost:
$0.017542
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? Was möchten Sie?" Hunter: "Excuse me. Miss. Can you look up here?" Melanie: "Ich... ich verstehe nicht. Sprechen Sie Deutsch?" Hunter: "I'm Detective Hunter. Alborn Police. I need to ask you about where you were this morning." Melanie: "Ich habe nur Fotos gemacht. Die Landschaft. Near the orchard." Hunter: "Ma'am, English. Do you speak English?" Melanie: "Nein. Kein Englisch. Verstehen Sie nicht?" Hunter: "I don't understand you. That camera. Did you take pictures of the orchard?" Melanie: "Das ist meine Kamera. Bitte fassen Sie sie nicht an." Hunter: "I'm not going to touch it. I just need to know if you saw anything unusual." Melanie: "Es war nichts da. Nur Äpfel und Bäume. Warum fragen Sie?" Hunter: "Because people are missing. And you were there." Melanie: "Oh Gott... missing? Ich weiß nichts. Wirklich nicht." Hunter: "You're shaking. Did you see a vehicle?" Melanie: "Ich habe gehört... nur Stimmen. Im Wald." Hunter: "Voices? Where in the woods?" Melanie: "Ich weiß nicht! Bitte, ich will nach Hause." Hunter: "Okay, take a breath. I need your name." Melanie: "Melanie. Ich heiße Melanie." Hunter: "Melanie. Okay. Stay in town. Don't leave." Melanie: "Ich gehe ins Café. Bitte gehen Sie." Hunter: "Hold on. My phone." Melanie: "..." Hunter: "I have to take this. We'll talk later." Melanie: "Auf Wiedersehen."
created_at"2026-02-16T10:52:14.292767+00:00" 2/16/2026, 10:52:14 AM
model"qwen/qwen3.5-397b-a17b-20260216"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency978
moderation_latency(null)
generation_time139953
tokens_prompt319
tokens_completion5182
native_tokens_prompt299
native_tokens_completion4823
native_tokens_completion_images(null)
native_tokens_reasoning4428
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"
usage0.0175422
router(null)
provider_responses
0
id"chatcmpl-7087cd95-0613-92b5-98bd-f2eed8ccb090"
status200
is_byokfalse
latency978
endpoint_id"180484a2-e24b-495a-ba41-b34b680d5a9f"
provider_name"Alibaba"
model_permaslug"qwen/qwen3.5-397b-a17b-20260216"
api_type"completions"
id"gen-1771238993-p9ZCiooVeOW6vnmdSO93"
upstream_id"chatcmpl-7087cd95-0613-92b5-98bd-f2eed8ccb090"
total_cost0.0175422
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? Was möchten Sie?"
detectedLang"de"
heavyLang"de"
scores
de0.8411978221415608
nl0.7278382581648523
en0.4615384615384615
et0.39236111111111116
pl0.3902439024390244
yo0.3320610687022901
sq0.3055555555555556
tr0.3055555555555556
da0.3
it0.3
no0.3
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me. Miss. Can you look up here?"
detectedLang"en"
heavyLang"en"
scores
en0.7863247863247863
tl0.5472837022132797
sq0.5243128964059197
nl0.4186046511627907
es0.3119266055045872
et0.296875
fr0.2879746835443038
no0.2879746835443038
pt0.281150159744409
sl0.281150159744409
ms0.27184466019417475
it0.26229508196721313
cs0.25742574257425743
az0.2549668874172185
ca0.2549668874172185
tr0.2549668874172185
fi0.25
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ich... ich verstehe nicht. Sprechen Sie Deutsch?"
detectedLang"de"
heavyLang"de"
scores
de0.8458376156217883
nl0.5073891625615764
pl0.4307400379506641
sk0.39148073022312374
lt0.3576017130620985
sv0.3548387096774194
ca0.3464052287581699
da0.3288590604026846
it0.3197278911564626
no0.3181818181818182
is0.3119266055045872
en0.3055555555555556
sl0.2682926829268293
cs0.25
hr0.20424403183023873
hu0.1935483870967742
es0.17355371900826447
fr0.17355371900826447
pt0.17355371900826447
az0.16434540389972147
ro0.16434540389972147
sq0.16434540389972147
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm Detective Hunter. Alborn Police. I need to ask you about where you were this morning."
detectedLang"en"
heavyLang"en"
scores
en0.8165869218500799
tl0.6101694915254238
da0.5232172470978441
no0.5200333889816361
ro0.5008680555555556
cs0.4969378827646544
it0.4734432234432235
sv0.46511627906976744
hr0.46009389671361506
ca0.4384765625
sq0.43682664054848186
fr0.4261477045908184
sl0.4156504065040651
sk0.38568376068376065
pl0.3777056277056277
nl0.37295528898582336
de0.3646408839779005
pt0.3451025056947608
et0.3360277136258661
lv0.32273262661955243
lt0.30639324487334135
es0.3055555555555556
yo0.28035043804755944
tr0.25902061855670105
is0.23128342245989306
hu0.19804741980474197
ms0.19692737430167598
az0.1935483870967742
eu0.14050822122571002
fi0.1274658573596358
be0.10852713178294573
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue
4
name"Melanie"
dialogue"Ich habe nur Fotos gemacht. Die Landschaft. Near the orchard."
detectedLang"de"
heavyLang"de"
scores
de0.7909698996655519
nl0.708171206225681
en0.5833333333333334
no0.47405329593267886
ms0.46504992867332384
tl0.41770186335403725
da0.39418416801292405
sv0.39123376623376627
fr0.3832236842105263
yo0.34210526315789475
sk0.33745583038869253
pl0.3169398907103825
es0.27606177606177607
lt0.27606177606177607
pt0.27606177606177607
sq0.2732558139534884
ca0.2632612966601179
lv0.2632612966601179
is0.2331288343558282
eu0.1830065359477124
tr0.15730337078651685
cs0.1515837104072398
hr0.1515837104072398
sl0.1515837104072398
et0.14383561643835618
it0.14383561643835618
az0.1359447004608295
ro0.1359447004608295
reliabletrue
passestrue
5
name"Hunter"
dialogue"Ma'am, English. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7706422018348624
cs0.51338199513382
hr0.4897959183673469
tl0.4708994708994709
pt0.43820224719101125
pl0.41690962099125367
sk0.39759036144578314
sl0.375
sq0.36908517350157727
vi0.35691318327974275
no0.2907801418439716
yo0.2805755395683453
da0.2647058823529412
de0.2647058823529412
ms0.2647058823529412
ro0.2647058823529412
sv0.2647058823529412
reliabletrue
passestrue
6
name"Melanie"
dialogue"Nein. Kein Englisch. Verstehen Sie nicht?"
detectedLang"de"
heavyLang"de"
scores
de0.8404872389791184
nl0.6323529411764706
en0.3544600938967136
no0.34523809523809523
ro0.3226600985221675
sv0.3226600985221675
eu0.2948717948717949
pl0.289405684754522
cs0.26666666666666666
fi0.24242424242424243
lt0.21875
da0.207492795389049
hr0.207492795389049
hu0.207492795389049
it0.207492795389049
ms0.207492795389049
is0.19590643274853803
es0.1863905325443787
fr0.1863905325443787
pt0.1863905325443787
az0.17664670658682635
ca0.17664670658682635
sq0.17664670658682635
reliabletrue
passestrue
7
name"Hunter"
dialogue"I don't understand you. That camera. Did you take pictures of the orchard?"
detectedLang"en"
heavyLang"en"
scores
en0.8050882232252771
tl0.6647847565278758
no0.6209098164405427
nl0.5626151012891344
da0.5539906103286385
sv0.5501893939393939
de0.5103092783505154
ro0.4994731296101159
fr0.4698660714285714
ca0.46327683615819204
yo0.39258312020460356
it0.3649732620320856
cs0.35983827493261455
is0.32239657631954355
sq0.30858806404657935
pl0.3004418262150221
et0.2531446540880503
sk0.2531446540880503
ms0.24000000000000002
lv0.2351046698872786
hr0.2263843648208469
es0.17247386759581881
sl0.1410488245931284
be0.12844036697247707
tr0.12844036697247707
hu0.12361623616236161
az0.1171003717472119
lt0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
8
name"Melanie"
dialogue"Das ist meine Kamera. Bitte fassen Sie sie nicht an."
detectedLang"de"
heavyLang"de"
scores
de0.8427672955974843
nl0.5981630309988519
no0.5472186287192755
sv0.4176372712146422
da0.41471571906354515
tr0.4006849315068493
ms0.38704028021015763
et0.36936936936936937
cs0.33586337760910817
fr0.32950191570881227
ro0.325626204238921
pt0.3217054263565891
it0.29577464788732394
en0.2693110647181628
pl0.24242424242424243
vi0.2374727668845316
hi0.2324561403508772
eu0.2290748898678414
ca0.22566371681415928
es0.22048997772828507
yo0.21171171171171171
is0.1822429906542056
hr0.18032786885245902
tl0.17061611374407584
sk0.16467780429594273
sl0.16467780429594273
reliabletrue
passestrue
9
name"Hunter"
dialogue"I'm not going to touch it. I just need to know if you saw anything unusual."
detectedLang"en"
heavyLang"en"
scores
en0.8219373219373219
tl0.49443882709807885
et0.4499449944994499
sv0.40476190476190477
sq0.3902439024390244
cs0.3857493857493857
yo0.375
lv0.3514915693904021
pl0.3429697766097241
hr0.33774834437086093
ms0.33774834437086093
no0.3368700265251989
da0.3270524899057874
ca0.3006993006993007
sk0.28977272727272724
lt0.25037481259370314
tr0.22839506172839508
sl0.19484702093397743
it0.18699186991869918
fr0.1830065359477124
ro0.15254237288135594
es0.1334488734835355
pt0.1334488734835355
be0.12280701754385964
hu0.11816578483245149
az0.11190053285968028
is0.11190053285968028
uk0.11190053285968028
vi0.11190053285968028
reliabletrue
passestrue
10
name"Melanie"
dialogue"Es war nichts da. Nur Äpfel und Bäume. Warum fragen Sie?"
detectedLang"de"
heavyLang"de"
scores
de0.8264642082429501
da0.4838709677419355
es0.42363112391930835
pl0.4177583697234352
nl0.37402190923317685
no0.3197278911564626
ca0.2687385740402194
pt0.23954372623574144
eu0.2366412213740458
sv0.2366412213740458
sl0.23518164435946462
en0.23076923076923078
lv0.23076923076923078
hr0.2277992277992278
it0.2125984251968504
az0.20948616600790515
hu0.20318725099601595
tr0.20159680638722555
cs0.2
ms0.2
lt0.18533604887983707
fr0.16317991631799164
yo0.15789473684210525
ro0.14346895074946467
tl0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
11
name"Hunter"
dialogue"Because people are missing. And you were there."
detectedLang"en"
heavyLang"en"
scores
en0.8500749625187406
tl0.5652173913043478
de0.5290423861852434
ro0.45255474452554745
nl0.3697478991596639
no0.34782608695652173
fr0.3464052287581699
is0.336283185840708
da0.31662870159453305
ms0.2682926829268293
yo0.24812030075187969
sv0.24242424242424243
cs0.20634920634920634
fi0.20634920634920634
sq0.20634920634920634
ca0.1935483870967742
az0.1780821917808219
et0.1780821917808219
it0.1780821917808219
pt0.1780821917808219
reliabletrue
passestrue
12
name"Melanie"
dialogue"Oh Gott... missing? Ich weiß nichts. Wirklich nicht."
detectedLang"de"
heavyLang"de"
scores
de0.8187395426659231
nl0.6352413019079686
is0.43965517241379315
en0.375
sv0.3486973947895792
da0.2995689655172413
sk0.27616926503340755
pl0.26136363636363635
ms0.25287356321839083
tl0.23708920187793428
cs0.23529411764705882
no0.2034313725490196
fi0.1935483870967742
ca0.181360201511335
fr0.181360201511335
az0.16666666666666666
et0.16666666666666666
it0.16666666666666666
pt0.16666666666666666
reliabletrue
passestrue
13
name"Hunter"
dialogue"You're shaking. Did you see a vehicle?"
detectedLang"en"
heavyLang"en"
scores
en0.821300929235168
tl0.5908346972176759
ca0.5644599303135889
fr0.5247148288973384
et0.48240165631469983
ro0.4646680942184154
pt0.4577006507592191
cs0.45652173913043476
nl0.4075829383886255
hu0.3842364532019704
no0.3842364532019704
de0.37027707808564225
is0.3686868686868687
sv0.34895833333333337
es0.34554973821989526
sk0.34210526315789475
it0.3333333333333333
yo0.32249322493224936
hr0.3093922651933701
pl0.29577464788732394
sl0.2647058823529412
lt0.24698795180722888
tr0.23547400611620795
da0.22360248447204967
sq0.22360248447204967
az0.21875
eu0.21875
lv0.21875
vi0.21875
fi0.20127795527156547
ms0.20127795527156547
reliabletrue
passestrue
14
name"Melanie"
dialogue"Ich habe gehört... nur Stimmen. Im Wald."
detectedLang"de"
heavyLang"de"
scores
de0.820574162679426
sk0.5011086474501109
pl0.4863013698630137
sv0.45652173913043476
da0.336283185840708
no0.33035714285714285
hr0.3119266055045872
ms0.30769230769230765
nl0.2902208201892744
tr0.281150159744409
it0.25742574257425743
ro0.25742574257425743
reliabletrue
passestrue
15
name"Hunter"
dialogue"Voices? Where in the woods?"
detectedLang"en"
heavyLang"en"
scores
en0.8363338788870703
tl0.5975855130784709
fr0.5604395604395604
nl0.5454545454545454
de0.5294117647058824
yo0.4936708860759494
sv0.4805194805194805
sq0.43820224719101125
sl0.4350282485875706
ms0.43342776203966005
it0.42363112391930835
ro0.4152046783625731
no0.3220338983050847
az0.29577464788732394
pl0.29577464788732394
da0.2805755395683453
es0.2805755395683453
ja0.2805755395683453
reliabletrue
passestrue
16
name"Melanie"
dialogue"Ich weiß nicht! Bitte, ich will nach Hause."
detectedLang"de"
heavyLang"de"
scores
de0.8388986526069128
en0.4751908396946565
no0.46393762183235865
nl0.45436507936507936
fr0.3861607142857143
sk0.31077694235588976
pl0.2948717948717949
et0.2912371134020619
cs0.26666666666666666
is0.23822714681440443
tl0.22096317280453256
fi0.21652421652421652
da0.21428571428571427
it0.21428571428571427
reliabletrue
passestrue
17
name"Hunter"
dialogue"Okay, take a breath. I need your name."
detectedLang"en"
heavyLang"en"
scores
en0.8046875
tl0.7337278106508875
ca0.5490981963927856
et0.5408163265306122
hr0.5273109243697479
it0.5161290322580645
cs0.512987012987013
pl0.506578947368421
ro0.5044052863436124
hu0.49776785714285715
no0.4886363636363637
da0.48394495412844035
sq0.4779582366589328
yo0.4779582366589328
sk0.4730679156908665
sv0.471830985915493
sl0.42748091603053434
nl0.3967828418230563
tr0.3951612903225807
de0.39189189189189183
lt0.39189189189189183
ms0.38524590163934425
pt0.3835616438356164
is0.38016528925619836
az0.3715083798882682
lv0.3715083798882682
vi0.3715083798882682
es0.3697478991596639
fr0.34210526315789475
be0.23728813559322032
eu0.23728813559322032
fi0.21875
uk0.21875
reliabletrue
passestrue
18
name"Melanie"
dialogue"Melanie. Ich heiße Melanie."
detectedLang"sk"
heavyLang"de"
scores
sk0.6736292428198434
pl0.6727748691099475
de0.6693121693121694
ms0.5733788395904437
is0.47257383966244726
tl0.4444444444444444
ro0.4131455399061033
reliabletrue
passestrue
19
name"Hunter"
dialogue"Melanie. Okay. Stay in town. Don't leave."
detectedLang"en"
heavyLang"en"
scores
en0.7691597414589104
tl0.5437956204379563
ms0.4929006085192698
ro0.4791666666666667
pl0.4747899159663866
nl0.3842364532019704
sl0.3811881188118812
de0.37027707808564225
it0.37027707808564225
sk0.34895833333333337
sv0.299719887955182
yo0.26035502958579887
az0.251497005988024
reliabletrue
passestrue
20
name"Melanie"
dialogue"Ich gehe ins Café. Bitte gehen Sie."
detectedLang"de"
heavyLang"de"
scores
de0.8066511987625676
nl0.6130030959752323
pl0.47589098532494756
pt0.4444444444444444
sk0.3315508021390375
eu0.3150684931506849
et0.3112947658402204
fi0.26035502958579887
da0.23076923076923078
it0.23076923076923078
no0.23076923076923078
reliabletrue
passestrue
21
name"Hunter"
dialogue"Hold on. My phone."
detectedLang"en"
heavyLang"en"
scores
en0.8091603053435115
tl0.6527777777777778
fr0.6069182389937107
da0.5993589743589743
pl0.584717607973422
cs0.5629370629370629
sk0.5629370629370629
et0.5519713261648745
fi0.5454545454545454
vi0.5155038759689923
ca0.44196428571428575
hr0.4131455399061033
hi0.40191387559808617
de0.375
nl0.375
yo0.375
reliabletrue
passestrue
22
name"Melanie"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
23
name"Hunter"
dialogue"I have to take this. We'll talk later."
detectedLang"en"
heavyLang"en"
scores
en0.8025276461295419
tl0.6719160104986877
da0.659400544959128
no0.5798319327731093
pl0.5741056218057922
hr0.504950495049505
cs0.48559670781893005
sv0.47257383966244726
yo0.47257383966244726
nl0.4553376906318083
sk0.44933920704845814
sl0.44320712694877507
lv0.42528735632183906
lt0.4004796163069544
de0.3842364532019704
ca0.3556701030927836
sq0.34895833333333337
it0.3150684931506849
ro0.2647058823529412
hi0.2331288343558282
fr0.22118380062305293
pt0.22118380062305293
be0.21875
tr0.21875
hu0.21135646687697163
az0.20127795527156547
et0.20127795527156547
is0.20127795527156547
uk0.20127795527156547
vi0.20127795527156547
reliabletrue
passestrue
24
name"Melanie"
dialogue"Auf Wiedersehen."
detectedLang"de"
heavyLang"de"
scores
de0.8389175257731959
pl0.4897959183673469
eu0.4791666666666667
fi0.4131455399061033
sv0.4075829383886255
en0.37810945273631835
it0.37810945273631835
nl0.37810945273631835
reliabletrue
passestrue