Run: 2026-04-27-01KQ79FXDH30NX8TAQDHV5J5W9

Run Details

Model:
Qwen 3.6 Flash
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
33.5s
Cost:
$0.009642
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
Hunter: "Excuse me, miss? I’m Detective Hunter with the Alborn PD. Mind if I sit? I need to ask you about what happened near the old cider mill last Tuesday." Melanie: "Ich weiß gar nicht, ob ich darüber sprechen will. Ich habe Dinge gesehen, die ich lieber vergessen würde. Dieser kalte Nebel, die Bewegung hinter den Apfelbäumen... einfach ein Weggehen, als wäre er nie da gewesen." Hunter: "I’m sorry, I couldn’t catch that. Are you alright? Can you walk me through what you saw?" Melanie: "Es ist nur so... Ich fotografiere schon seit Wochen diesen Weg. Letzte Woche fand ich diese frischen Spuren im Matsch. Und dieses Bild... das darf dort eigentlich nicht drin sein." Hunter: "Spuren? Bild? Do you mean you have photographs? Can you show me the camera?" Melanie: "Ja, sehen Sie. Der Winkel stimmt einfach nicht. Jemand war da, aber nicht nur irgendein Besucher. Er trug diese schwere Jägerjacke. Von dem jungen Mann, der letzte Woche vermisst gemeldet wurde." Hunter: "Hold on, slowly. The missing hiker from October? You have a picture of a suspect?" Melanie: "Ich weiß nicht, ob es ein Tatverdächtiger ist, aber die Stiefel passen exakt. Und die Körperhaltung... Ich hatte zu viel Angst, um hinzurufen. Jetzt habe ich Angst, noch einmal dorthin zu gehen." Hunter: "That was brave, Miss. Really. Can you point to exactly where you took this shot? A landmark or a street sign?" Melanie: "Hinter den alten Findling, jenseits der Steinmauer am Ortsrand. Ich werde nicht dorthin zurückkehren. Nicht allein." Hunter: "Understood. I’ll dispatch a unit to clear the area. Thank you for your calm under pressure. I’ll send a photographer down to verify your shots, alright?" Melanie: "Bitte tun Sie das. Und danke, dass Sie versucht haben, mir zuzuhören. Mein Englisch versagt mich komplett, aber meine Intuition spricht jetzt wirklich für sich." Hunter: "Actually, through the lens and your gestures, you and I just understood each other better than most do. Watch your back, and don’t develop those negatives until I call. Got it?" Hunter: "Right. I’ve gotta roll. Yeah, Hunter here. Negative on ID. Another set of prints, near the Apple Festival grounds. Copy that. I’m en route. End."
created_at"2026-04-27T10:59:18.587Z" 4/27/2026, 10:59:18 AM
model"qwen/qwen3.6-flash"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency587
moderation_latency(null)
generation_time33318
tokens_prompt319
tokens_completion6843
native_tokens_prompt299
native_tokens_completion6378
native_tokens_completion_images(null)
native_tokens_reasoning5825
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.00964175
router(null)
provider_responses
0
endpoint_id"2435bec9-c808-4f27-9fc8-12f3460d7b66"
id"chatcmpl-98445a1e-758b-949c-b059-061d44b6dcf9"
is_byokfalse
latency587
model_permaslug"qwen/qwen3.6-flash"
provider_name"Alibaba"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777287558-MFOe2UA8QC0AIhCyAcGL"
session_id(null)
api_type"completions"
id"gen-1777287558-tcdzBpfyjDX3MuL7uUHJ"
upstream_id"chatcmpl-98445a1e-758b-949c-b059-061d44b6dcf9"
total_cost0.00964175
cache_discount(null)
upstream_inference_cost0
provider_name"Alibaba"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss? I’m Detective Hunter with the Alborn PD. Mind if I sit? I need to ask you about what happened near the old cider mill last Tuesday."
detectedLang"en"
heavyLang"en"
scores
en0.7900088417329797
tl0.6080858085808581
no0.4508670520231214
da0.4238932686476653
ro0.375
it0.3636972538513061
sv0.3581081081081081
sq0.35020519835841313
fr0.34976043805612594
nl0.32956951305575155
et0.3271954674220963
cs0.28892215568862273
ca0.28409947249434814
sl0.2607003891050583
yo0.258391881342701
hr0.2531446540880503
pt0.25255704169944926
ms0.23939151321056848
es0.22764227642276424
pl0.21552436003303055
de0.21096345514950168
sk0.17677642980935876
tr0.17247386759581881
lv0.16299559471365638
lt0.1495076096687556
hu0.14027149321266968
az0.12199630314232902
fi0.07317073170731707
be0.06862745098039216
is0.06219151036525173
uk0.06219151036525173
vi0.06219151036525173
reliabletrue
passestrue
1
name"Melanie"
dialogue"Ich weiß gar nicht, ob ich darüber sprechen will. Ich habe Dinge gesehen, die ich lieber vergessen würde. Dieser kalte Nebel, die Bewegung hinter den Apfelbäumen... einfach ein Weggehen, als wäre er nie da gewesen."
detectedLang"de"
heavyLang"de"
scores
de0.8204437604206746
nl0.5169082125603864
no0.44729569680221076
da0.43661971830985913
sl0.2693110647181628
sv0.2623814541622761
is0.24078091106290672
sk0.22048997772828507
it0.21787709497206703
lt0.21787709497206703
eu0.20589903573454338
ms0.19586444572085007
pl0.1940126655152562
tl0.17404129793510326
pt0.16765755053507728
cs0.1671624033313504
en0.16567342073897498
ro0.16517590936195586
tr0.149453219927096
es0.14686166971358927
fi0.125
hr0.12225705329153605
ca0.1167192429022082
az0.11504424778761062
et0.11054637865311309
yo0.10428662827895073
sq0.08556499020248204
hu0.07468605419695969
fr0.04891304347826087
lv0.04891304347826087
vi0.0430622009569378
reliabletrue
passestrue
2
name"Hunter"
dialogue"I’m sorry, I couldn’t catch that. Are you alright? Can you walk me through what you saw?"
detectedLang"en"
heavyLang"en"
scores
en0.8204374795951681
tl0.6405228758169935
it0.40217391304347827
fr0.4008714596949891
no0.36046511627906974
sq0.33894230769230765
ro0.30203045685279184
sv0.2939666238767651
ca0.28104575163398693
da0.2791612057667104
pt0.25474254742547425
ms0.2506811989100818
cs0.24965893587994542
yo0.22644163150492264
et0.2231638418079096
de0.21316165951359084
tr0.2109038737446198
az0.20289855072463767
hr0.20174165457184323
pl0.1863905325443787
es0.15644171779141106
sl0.13793103448275862
nl0.13249211356466878
fi0.12
sk0.11575562700964631
be0.11290322580645161
hu0.1085899513776337
is0.10277324632952692
lt0.10277324632952692
lv0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
3
name"Melanie"
dialogue"Es ist nur so... Ich fotografiere schon seit Wochen diesen Weg. Letzte Woche fand ich diese frischen Spuren im Matsch. Und dieses Bild... das darf dort eigentlich nicht drin sein."
detectedLang"de"
heavyLang"de"
scores
de0.8242971887550201
nl0.476831091180867
no0.45736434108527135
da0.40102681118083283
sv0.38668224299065423
es0.37648456057007124
sk0.370125974805039
ca0.34045226130653267
lv0.27436074637180374
pt0.26880222841225626
it0.2677824267782427
en0.2563739376770538
sl0.25531914893617025
pl0.24187725631768955
cs0.23525127458120904
is0.21111945905334337
fr0.2009132420091324
tl0.19478527607361962
ms0.18667699457784664
hr0.18541505042668738
tr0.17517674783974863
lt0.1712707182320442
hu0.16996047430830039
ro0.16930379746835442
sq0.16467780429594273
et0.15730337078651685
az0.11317567567567569
yo0.10714285714285714
hi0.0916955017301038
vi0.08616187989556136
eu0.08536585365853659
reliabletrue
passestrue
4
name"Hunter"
dialogue"Spuren? Bild? Do you mean you have photographs? Can you show me the camera?"
detectedLang"en"
heavyLang"en"
scores
en0.764281752634498
fr0.5627572016460906
tl0.5046620046620046
nl0.4982290436835891
da0.4798041615667074
no0.4572158365261813
sv0.4509043927648579
sq0.44661458333333337
pt0.43029490616621985
de0.39801699716713884
ca0.37315634218289084
it0.358974358974359
ms0.3550834597875569
cs0.33176100628930816
sl0.3285939968404423
es0.3210862619808307
yo0.30327868852459017
ro0.27101200686106347
pl0.2517605633802817
sk0.236983842010772
hr0.22018348623853207
vi0.20708955223880596
is0.18893129770992365
eu0.18738049713193117
et0.18269230769230768
az0.1533864541832669
hi0.1533864541832669
tr0.1533864541832669
fi0.15
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ja, sehen Sie. Der Winkel stimmt einfach nicht. Jemand war da, aber nicht nur irgendein Besucher. Er trug diese schwere Jägerjacke. Von dem jungen Mann, der letzte Woche vermisst gemeldet wurde."
detectedLang"de"
heavyLang"de"
scores
de0.8071216617210683
nl0.5368721054506591
da0.5210022107590273
no0.49039592316738534
sv0.40720474236206117
it0.3055555555555556
en0.2605233219567691
is0.2541594951233505
fr0.2450638792102207
et0.228486646884273
pt0.21450151057401812
es0.19753086419753088
fi0.19254658385093168
tr0.1709183673469388
pl0.16398713826366562
ca0.16074887023886378
eu0.1552956465237167
yo0.15474642392717813
ro0.14473684210526316
az0.14304548450889915
tl0.1402116402116402
sl0.13506320691949433
ms0.12634408602150538
sq0.11864406779661016
hr0.08321579689703808
lv0.08127208480565372
lt0.07932011331444759
cs0.07142857142857142
sk0.06069364161849711
vi0.046221570066030816
reliabletrue
passestrue
6
name"Hunter"
dialogue"Hold on, slowly. The missing hiker from October? You have a picture of a suspect?"
detectedLang"en"
heavyLang"en"
scores
en0.8021369212504946
tl0.664654594232059
fr0.5881383855024712
da0.5850622406639004
yo0.5697074010327022
nl0.5523724261414503
no0.5034756703078451
ro0.48717948717948717
de0.47368421052631576
sv0.44751381215469616
ms0.44506104328523866
ca0.43117178612059154
is0.3872549019607844
pt0.36948297604035313
fi0.3678887484197219
hr0.36386768447837153
cs0.3630573248407643
et0.36061381074168797
it0.3556701030927836
sl0.3315508021390375
sq0.3065187239944522
sk0.2907801418439716
es0.28977272727272724
pl0.274310595065312
hu0.2378048780487805
az0.2125984251968504
hi0.14383561643835618
lt0.14089347079037798
tr0.1334488734835355
eu0.12280701754385964
lv0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ich weiß nicht, ob es ein Tatverdächtiger ist, aber die Stiefel passen exakt. Und die Körperhaltung... Ich hatte zu viel Angst, um hinzurufen. Jetzt habe ich Angst, noch einmal dorthin zu gehen."
detectedLang"de"
heavyLang"de"
scores
de0.8118827402414173
nl0.4989561586638831
no0.36271906532129583
sv0.3481803367734927
da0.32697700504767246
is0.28741092636579574
tr0.2161985630306989
ca0.17695473251028807
pt0.17695473251028807
hu0.1519434628975265
en0.14712153518123666
ms0.1366906474820144
fr0.13169319826338638
it0.12663755458515283
yo0.11894273127753303
sl0.11242603550295857
es0.1091314031180401
sk0.09365558912386708
lv0.09090909090909091
eu0.08745247148288975
pl0.08745247148288975
hi0.08116385911179173
cs0.07692307692307693
sq0.07692307692307693
lt0.0704879938032533
fi0.06832298136645963
tl0.06103286384976526
az0.058823529411764705
et0.05138339920948617
reliabletrue
passestrue
8
name"Hunter"
dialogue"That was brave, Miss. Really. Can you point to exactly where you took this shot? A landmark or a street sign?"
detectedLang"en"
heavyLang"en"
scores
en0.8101799775028122
tl0.6380697050938338
da0.49776785714285715
fr0.47470817120622566
de0.45652173913043476
no0.42845046570702794
nl0.4265080713678844
sk0.4186046511627907
cs0.40685413005272403
pl0.4063324538258575
it0.39407540394973073
sl0.39298561151079137
hr0.3924392439243924
ro0.38468550592525064
sq0.36320754716981135
es0.3503368623676612
yo0.33693516699410614
sv0.31886982845610495
lv0.31749241658240646
lt0.3133265513733469
pt0.3041237113402062
ca0.296875
is0.2686890574214518
az0.23728813559322032
ms0.2214532871972318
hu0.18772563176895307
eu0.18576598311218334
tr0.18576598311218334
et0.15307402760351316
vi0.09395973154362416
fi0.08536585365853659
reliabletrue
passestrue
9
name"Melanie"
dialogue"Hinter den alten Findling, jenseits der Steinmauer am Ortsrand. Ich werde nicht dorthin zurückkehren. Nicht allein."
detectedLang"de"
heavyLang"de"
scores
de0.7949769349051768
da0.6047430830039525
nl0.5813710099424385
no0.5809324253535882
en0.4868505452212957
sv0.4354269583627382
fr0.32829554995801846
ro0.32716568544995794
tl0.2982456140350877
it0.26062846580406657
sq0.22705314009661837
tr0.22405431619786614
ms0.21337266470009833
pt0.2079207920792079
cs0.19517102615694165
sk0.1861648016276704
fi0.18533604887983707
et0.16054564533053514
es0.13978494623655913
eu0.1341991341991342
ca0.13232104121475055
sl0.12854030501089325
pl0.12568306010928962
is0.1091314031180401
hi0.09808342728297632
yo0.09297052154195011
lv0.08779931584948689
reliabletrue
passestrue
10
name"Hunter"
dialogue"Understood. I’ll dispatch a unit to clear the area. Thank you for your calm under pressure. I’ll send a photographer down to verify your shots, alright?"
detectedLang"en"
heavyLang"en"
scores
en0.7847335350244357
tl0.5901639344262295
fr0.54320987654321
no0.4939824945295405
da0.4858254585881045
it0.40970006381620927
sv0.4089456869009585
sk0.3829219479653102
yo0.38209752839011357
cs0.37415426251691475
de0.3698910081743869
es0.35359888190076866
pt0.35359888190076866
ca0.33453237410071945
nl0.3163340724316335
ro0.3008314436885865
sq0.29389312977099236
ms0.2917304747320061
pl0.25583266291230894
hr0.24489795918367346
sl0.24118129614438064
tr0.22203532380151386
az0.21610169491525424
lv0.21610169491525424
vi0.18859649122807018
is0.17923691215616683
lt0.16741674167416742
eu0.14431082331174835
hu0.14431082331174835
et0.13551401869158877
fi0.12570888468809074
hi0.07684630738522955
reliabletrue
passestrue
11
name"Melanie"
dialogue"Bitte tun Sie das. Und danke, dass Sie versucht haben, mir zuzuhören. Mein Englisch versagt mich komplett, aber meine Intuition spricht jetzt wirklich für sich."
detectedLang"de"
heavyLang"de"
scores
de0.8222748815165876
nl0.5081967213114754
no0.44237918215613387
sv0.3738819320214669
da0.3069306930693069
en0.30463576158940403
hr0.27884615384615385
es0.2324561403508772
pt0.22964049889948646
fr0.22451994091580502
sk0.21583271097834206
ro0.20993227990970656
et0.2033383915022762
tl0.19106317411402157
tr0.1828793774319066
ms0.17776037588097104
it0.1764705882352941
is0.17517674783974863
sl0.17517674783974863
ca0.16467780429594273
yo0.1640127388535032
hu0.1518578352180937
pl0.14772727272727273
lv0.12718204488778054
lt0.1264559068219634
cs0.11541701769165964
sq0.11541701769165964
az0.10409556313993173
fi0.07243816254416961
zh0.06832298136645963
reliabletrue
passestrue
12
name"Hunter"
dialogue"Actually, through the lens and your gestures, you and I just understood each other better than most do. Watch your back, and don’t develop those negatives until I call. Got it?"
detectedLang"en"
heavyLang"en"
scores
en0.8225486959392538
tl0.5951035781544256
fr0.4743276283618582
sv0.46007031642390755
da0.4501278772378517
ca0.4495647721454173
no0.44644696189495364
de0.4034406215316315
pt0.3760882182240279
ro0.36876100998238404
cs0.358974358974359
sq0.3512371756185878
nl0.34210526315789475
hr0.33805418719211827
it0.31001283697047494
yo0.29369250985545337
sk0.2847638057218896
pl0.27609427609427606
es0.2652084757347915
sl0.23433048433048434
et0.2304939155332856
lv0.21761280931586607
ms0.1935483870967742
hu0.14068745003996802
vi0.13931144915932747
is0.11740558292282431
lt0.11595394736842106
be0.061135371179039305
tr0.061135371179039305
az0.05536028119507908
uk0.05536028119507908
reliabletrue
passestrue
13
name"Hunter"
dialogue"Right. I’ve gotta roll. Yeah, Hunter here. Negative on ID. Another set of prints, near the Apple Festival grounds. Copy that. I’m en route. End."
detectedLang"en"
heavyLang"en"
scores
en0.772890270141047
tl0.6419148134187711
fr0.6169354838709676
da0.5432692307692307
sv0.5118191161356629
nl0.5033978044955567
no0.49815108293713684
it0.490343347639485
es0.45652173913043476
ca0.4549627079747562
de0.4351961950059453
sq0.38471502590673573
sl0.3794905290659699
ms0.3670886075949367
hr0.3649732620320856
pt0.33473389355742295
ro0.3314567206192822
cs0.3199713672154617
et0.31308749096167754
fi0.30095658572479767
yo0.2797573919636088
sk0.2531446540880503
lt0.21939194741166804
is0.19011082693947143
pl0.1810344827586207
lv0.1659350307287094
az0.16003536693191867
hu0.15555555555555556
tr0.1510277033065237
hi0.08123791102514508
eu0.07317073170731707
reliabletrue
passestrue