Run: 2026-02-16-01KHK39MD6TT1TGA1VCEPDCZTR

Run Details

Model:
Qwen 3.5 Plus (2026-02-15)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
25.4s
Cost:
$0.001849
Provider:
Alibaba

Evaluation summary

Score Evaluator
Details Link
92.86% 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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
Marie: "The light was perfect on the orchard rows this morning, just before the fog lifted. But now... now my hands will not stop shaking. I saw something near the old barn that I cannot unsee." Hunter: "Ma'am, I'm Detective Hunter with the Alborn PD. I'm looking into the disappearances. You mentioned seeing something near the old barn? Can you tell me exactly what you witnessed?" Marie: "Je ne comprends pas. Pourquoi me parlez-vous si vite? J'ai dit que j'ai vu un homme, mais il n'était pas seul. Il y avait une voiture noire, sans plaques. Mon Dieu, il m'a regardée. Il savait que je le photographiais." Hunter: "I'm sorry, I don't speak... whatever language that is. French? Look, I need you to slow down. Did you see a vehicle? A person? Can you point to what you're talking about on your camera screen?" Marie: "Non, non, vous ne comprenez pas! Il est dangereux. Il a pris quelqu'un. J'ai tout sur la carte mémoire, mais je suis trop effrayée pour la montrer. Et si il revient? Et si il sait où je suis assise?" Hunter: "Okay, deep breaths. You're safe here in the cafe. I'm not going to let anything happen to you. If you have photos, I need to see them. It's evidence. Can you show me the pictures?" Marie: "S'il vous plaît, ne criez pas. Je vais essayer. Voici... regardez. C'est flou à cause de mes mains, mais là, entre les pommiers. C'est lui. Et là, la porte de la grange est ouverte. Quelqu'un a été traîné à l'intérieur." Hunter: "Hold on, let me zoom in on that... Is that a jacket? That looks like the same flannel shirt the missing hiker was wearing. Do you know where this barn is exactly? Can you mark it on a map for me?" Marie: "Oui, c'est là, au nord de la ville, près de la rivière. J'y allais souvent pour les photos de paysage. C'est calme d'habitude. Trop calme aujourd'hui. Détective, s'il vous plaît, faites vite. Je ne veux pas rester ici seule quand il fera nuit." Hunter: "I got the location. You did good. Stay right here, don't move from this table. I'm calling for backup to check that barn immediately. Just keep your head down and stick with the barista until I—" *[Hunter's phone rings loudly]* Hunter: "Hunter here. Yeah? You found the truck? Where? Off County Road 4? Okay, I'm on my way. Hold the perimeter, do not enter yet." Marie: "Qu'est-ce qui se passe? Vous devez partir? Non, attendez! Ne me laissez pas seule avec ces pensées!" Hunter: "I have to go, ma'am. Critical lead just came in. Stay inside, lock the door if they close up, and do not talk to strangers. I'll send an officer back to take your formal statement and get that memory card as soon as I secure the scene. Stay safe." Marie: "Allez-y, vite! Sauvez-la! Je prierai pour vous. Faites attention à vous, Détective."
created_at"2026-02-16T11:28:09.486776+00:00" 2/16/2026, 11:28:09 AM
model"qwen/qwen3.5-plus-20260216"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1195
moderation_latency(null)
generation_time25316
tokens_prompt316
tokens_completion725
native_tokens_prompt297
native_tokens_completion721
native_tokens_completion_images(null)
native_tokens_reasoning0
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"
usage0.0018492
router(null)
provider_responses
0
id"chatcmpl-ee7a421a-bedc-9868-bfe9-360f15ce4eef"
status200
is_byokfalse
latency1191
endpoint_id"71e0f6c3-7815-4734-92d3-8a04f3b0ca91"
provider_name"Alibaba"
model_permaslug"qwen/qwen3.5-plus-20260216"
api_type"completions"
id"gen-1771241263-zbzl7z8cV5G94t6xaE9g"
upstream_id"chatcmpl-ee7a421a-bedc-9868-bfe9-360f15ce4eef"
total_cost0.0018492
cache_discount(null)
upstream_inference_cost0
provider_name"Alibaba"

Evaluation details

Result Evaluator Details Meta Data
92.86% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"The light was perfect on the orchard rows this morning, just before the fog lifted. But now... now my hands will not stop shaking. I saw something near the old barn that I cannot unsee."
detectedLang"en"
heavyLang"en"
scores
en0.7999618975042866
tl0.620253164556962
no0.4747373686843422
sv0.47421131697546315
de0.4470774091627172
da0.44649446494464945
nl0.44029850746268656
fr0.4366952789699571
is0.3247588424437299
yo0.2905405405405405
ca0.2677824267782427
pl0.26419060967063773
et0.23301680058436813
ro0.22509225092250923
sq0.21171171171171171
cs0.20212765957446807
hu0.1984732824427481
ms0.19601837672281774
fi0.19230769230769232
sk0.18160561184723303
hr0.17776037588097104
pt0.17257683215130024
tr0.16732751784298175
it0.14979757085020243
es0.12353923205342236
eu0.09716251074806535
hi0.07407407407407407
be0.0625
az0.05660377358490566
lt0.05660377358490566
lv0.05660377358490566
uk0.05660377358490566
vi0.05660377358490566
reliabletrue
passesfalse
1
name"Hunter"
dialogue"Ma'am, I'm Detective Hunter with the Alborn PD. I'm looking into the disappearances. You mentioned seeing something near the old barn? Can you tell me exactly what you witnessed?"
detectedLang"en"
heavyLang"en"
scores
en0.7816139767054908
tl0.503780718336484
fr0.5028409090909091
it0.41569282136894825
pt0.3986254295532647
es0.3848857644991213
ro0.3790656416321704
ca0.3708807669263031
no0.358974358974359
nl0.35858277336591327
ms0.35344827586206895
da0.3155149934810952
sv0.31417374265186154
sq0.2647058823529412
de0.2446043165467626
fi0.17904612978889758
sl0.16930379746835442
cs0.125
is0.12353923205342236
tr0.11467116357504216
hr0.1116751269035533
yo0.09248055315471045
et0.08296943231441048
hu0.06914893617021277
az0.06832298136645963
lv0.06583629893238434
reliabletrue
passestrue
2
name"Marie"
dialogue"Je ne comprends pas. Pourquoi me parlez-vous si vite? J'ai dit que j'ai vu un homme, mais il n'était pas seul. Il y avait une voiture noire, sans plaques. Mon Dieu, il m'a regardée. Il savait que je le photographiais."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8109365910413031
es0.4921875
ca0.4905956112852664
it0.4814519345831671
en0.4313210848643919
ro0.39422180801491147
pt0.3930905695611578
sl0.36893203883495146
sq0.35960591133004927
lt0.34738955823293177
yo0.3103448275862069
nl0.3088782562466773
tl0.2927094668117519
hr0.2498557414887478
lv0.24898902368573078
cs0.24021040327293983
no0.2366412213740458
fi0.22711058263971462
sk0.20634920634920634
tr0.20489296636085627
da0.20391916717697492
et0.20196439533456106
de0.18290383406662475
az0.17302798982188297
pl0.16826615483045426
hu0.15966386554621848
ms0.15088177661659047
hi0.10652920962199314
sv0.09407665505226481
vi0.07010014306151645
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry, I don't speak... whatever language that is. French? Look, I need you to slow down. Did you see a vehicle? A person? Can you point to what you're talking about on your camera screen?"
detectedLang"en"
heavyLang"en"
scores
en0.8139645345155161
tl0.5903068340306834
fr0.43126815101645694
ca0.4139650872817955
no0.4119119119119119
da0.40355329949238583
nl0.3902439024390244
ro0.38513867085295656
et0.38190426091530777
it0.3607181719260065
pt0.3432084963666853
sv0.3413677130044843
pl0.33840090090090086
yo0.33840090090090086
cs0.33048433048433046
is0.3063754427390791
hr0.3043220840734162
es0.29514097180563886
sk0.28484479610468655
de0.2778119237861094
hu0.2724458204334365
ms0.2482405630198337
lt0.24631173829377806
sq0.2315238718116416
lv0.21926910299003322
fi0.20176630434782608
tr0.1984993178717599
az0.18628808864265928
sl0.15223665223665225
eu0.11186696900982615
vi0.10168195718654435
hi0.06671961874503574
be0.05622489959839357
uk0.050888529886914384
reliabletrue
passestrue
4
name"Marie"
dialogue"Non, non, vous ne comprenez pas! Il est dangereux. Il a pris quelqu'un. J'ai tout sur la carte mémoire, mais je suis trop effrayée pour la montrer. Et si il revient? Et si il sait où je suis assise?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8105081826012058
it0.5887850467289719
ca0.5528455284552846
ro0.5469522240527183
es0.5076096687555953
pt0.44077275038129127
en0.4326972666322847
tl0.4028230184581976
no0.40119760479041916
sq0.39460649422124383
nl0.3899057127010538
yo0.37958262831359274
sl0.3417115499700778
lt0.3251533742331288
da0.3247391037446286
hr0.3226600985221675
de0.3180409175449473
cs0.3037974683544304
sk0.29351316634553626
eu0.2661774516344229
tr0.22206506364922204
sv0.19708029197080293
hu0.17787742899850523
et0.16666666666666666
fi0.16030534351145037
pl0.15123456790123457
az0.14396887159533073
lv0.1358994501178319
vi0.12280701754385964
ms0.11788291900561347
is0.06382978723404256
reliabletrue
passestrue
5
name"Hunter"
dialogue"Okay, deep breaths. You're safe here in the cafe. I'm not going to let anything happen to you. If you have photos, I need to see them. It's evidence. Can you show me the pictures?"
detectedLang"en"
heavyLang"en"
scores
en0.81568063297968
tl0.5669623996620194
fr0.41595441595441596
nl0.40990213010938403
da0.40785673021374924
no0.39776733254994123
sq0.37953995157384984
sv0.3676742751388032
cs0.3621655258245177
et0.35534591194968557
sl0.3463010204081633
ca0.33998712169993567
yo0.32164129715420253
lv0.31984074319840744
pt0.30976430976430974
ro0.3079000675219446
it0.29261559696342304
de0.26994301994301995
pl0.25182481751824815
es0.24908424908424906
ms0.23507462686567165
tr0.22171602126044038
sk0.2121445042275173
hr0.19921875
lt0.19418238993710693
az0.17934347477982387
hu0.1357504215851602
hi0.06987295825771324
fi0.06818181818181819
be0.0639269406392694
is0.057904411764705885
uk0.057904411764705885
vi0.057904411764705885
reliabletrue
passestrue
6
name"Marie"
dialogue"S'il vous plaît, ne criez pas. Je vais essayer. Voici... regardez. C'est flou à cause de mes mains, mais là, entre les pommiers. C'est lui. Et là, la porte de la grange est ouverte. Quelqu'un a été traîné à l'intérieur."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7974294495669181
ca0.5489891135303265
it0.5037645448323067
pt0.49406838799720865
es0.4883556810162315
ro0.47935368043087967
en0.462166172106825
no0.40960912052117265
de0.4069529652351738
nl0.3850720949957591
da0.35783879539415414
yo0.3572695035460993
tl0.34299954689623924
sq0.3406093678944975
sl0.3198874296435272
hu0.2995169082125604
hr0.26619433198380565
et0.26582278481012656
lt0.25944841675178754
cs0.248315189217211
pl0.2229367631296892
lv0.21536796536796535
sk0.2149431510557661
ms0.1975650249031544
tr0.1844769403824522
vi0.17660420215786485
sv0.1728465487735311
fi0.1415038484310243
az0.11693057247259439
eu0.0880503144654088
ja0.051047120418848166
is0.049180327868852465
reliabletrue
passestrue
7
name"Hunter"
dialogue"Hold on, let me zoom in on that... Is that a jacket? That looks like the same flannel shirt the missing hiker was wearing. Do you know where this barn is exactly? Can you mark it on a map for me?"
detectedLang"en"
heavyLang"en"
scores
en0.7992557775166471
tl0.5873590982286635
nl0.5076849183477425
no0.4977951984321411
da0.4762391415431783
sv0.45565586829527355
yo0.4225352112676056
sq0.3984741784037559
de0.3887895050685748
fr0.3537200504413619
sl0.35208596713021495
pt0.34294871794871795
cs0.3408360128617363
ms0.32874918140144077
is0.3152972611890447
it0.28918169209431344
pl0.28868841082581537
hr0.2796907940969782
ca0.27253371185237757
et0.2689015691868759
fi0.2631200575125809
ro0.25939306358381503
sk0.24743024963289278
es0.23335826477187732
hu0.23220973782771534
az0.22407267221801666
vi0.15008291873963517
lv0.13209144792548688
tr0.1306191687871077
hi0.07574391343552751
lt0.07407407407407407
eu0.0639269406392694
reliabletrue
passestrue
8
name"Marie"
dialogue"Oui, c'est là, au nord de la ville, près de la rivière. J'y allais souvent pour les photos de paysage. C'est calme d'habitude. Trop calme aujourd'hui. Détective, s'il vous plaît, faites vite. Je ne veux pas rester ici seule quand il fera nuit."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8163789937568858
ca0.5414246407826353
en0.451152579582876
it0.43396226415094336
ro0.4126859827721222
no0.36948297604035313
tl0.35456110154905335
sq0.35344827586206895
es0.34210526315789475
nl0.3131868131868132
de0.3119266055045872
da0.299719887955182
pt0.2944496707431797
sl0.28366762177650434
et0.2570579494799406
sv0.25
lt0.24660974384731288
hr0.23819197562214325
tr0.23819197562214325
yo0.22560660815694375
cs0.21218487394957983
ms0.19614147909967844
vi0.1847826086956522
az0.17943107221006563
lv0.17898193760262726
hu0.16897506925207756
fi0.15730337078651685
sk0.12536443148688048
pl0.09529553679131483
is0.09474954737477369
hi0.04882688649334179
eu0.0445859872611465
reliabletrue
passestrue
9
name"Hunter"
dialogue"I got the location. You did good. Stay right here, don't move from this table. I'm calling for backup to check that barn immediately. Just keep your head down and stick with the barista until I—"
detectedLang"en"
heavyLang"en"
scores
en0.8131714152265297
tl0.6512641673931997
da0.44623904014766963
no0.4384651380439869
sv0.4310099573257468
fr0.4017946161515453
de0.3811242908715833
ca0.3785603314344899
nl0.36507936507936506
yo0.36
es0.33811362382790955
hr0.3197278911564626
ms0.29701230228471004
cs0.28186714542190305
it0.2753623188405797
sq0.2687385740402194
ro0.26199261992619927
sk0.25880172946263125
et0.24953095684803
pt0.22829581993569129
sl0.21671018276762402
pl0.2125984251968504
fi0.18588873812754408
lv0.1712707182320442
lt0.1584852734922861
tr0.15730337078651685
is0.14468995010691377
hu0.10246821241585638
eu0.06103286384976526
zh0.060297572435395456
be0.05511811023622047
az0.0498812351543943
uk0.0498812351543943
vi0.0498812351543943
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hunter here. Yeah? You found the truck? Where? Off County Road 4? Okay, I'm on my way. Hold the perimeter, do not enter yet."
detectedLang"en"
heavyLang"en"
scores
en0.8053168635875404
tl0.6401985111662531
no0.4469870327993897
sq0.44015444015444016
da0.4018151815181518
cs0.3787489288774636
pt0.3706597222222222
fr0.3544078361531611
ca0.3462578899909829
sk0.3317972350230415
de0.3192488262910798
tr0.3108365019011407
pl0.3055555555555556
sv0.2961165048543689
nl0.2899118511263467
ms0.2857142857142857
et0.27427427427427425
hr0.2691532258064516
yo0.2639593908629441
sl0.24870466321243526
fi0.23280423280423282
es0.22376873661670238
ro0.15893271461716937
it0.1569767441860465
vi0.13277511961722488
hi0.103831891223733
lt0.07525510204081631
lv0.07525510204081631
reliabletrue
passestrue
11
name"Marie"
dialogue"Qu'est-ce qui se passe? Vous devez partir? Non, attendez! Ne me laissez pas seule avec ces pensées!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8252621068397404
it0.6210070384407146
ca0.5828367103694875
pt0.5489690721649484
es0.4856722997795738
en0.4795539033457249
ro0.4672754946727549
no0.45987654320987653
sq0.44881889763779526
nl0.43227899432278993
sl0.41569282136894825
da0.40878378378378377
lt0.40119760479041916
et0.3970714900947459
sv0.38325991189427316
hr0.3613138686131387
ms0.34210526315789475
de0.32627526467757456
lv0.3150684931506849
cs0.2864424057084608
fi0.27461139896373055
tl0.24812030075187969
tr0.24406047516198706
eu0.19261822376009227
yo0.19168591224018475
hu0.17159763313609466
az0.16765755053507728
is0.16765755053507728
pl0.09090909090909091
sk0.08256880733944955
reliabletrue
passestrue
12
name"Hunter"
dialogue"I have to go, ma'am. Critical lead just came in. Stay inside, lock the door if they close up, and do not talk to strangers. I'll send an officer back to take your formal statement and get that memory card as soon as I secure the scene. Stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.8059329082339896
tl0.6639462313970236
ro0.47229551451187335
da0.4629842731108553
no0.44044764188649077
sv0.4357114066908504
yo0.4318181818181818
fr0.4269340974212034
nl0.42622950819672134
it0.4176372712146422
de0.40602460755197284
pl0.40323955669224215
sl0.3829881004847951
ca0.3797075764288879
sq0.37527889335118253
pt0.3719156572454015
ms0.3665158371040724
hr0.34210526315789475
sk0.3269230769230769
es0.32432432432432434
cs0.31406173444390006
lt0.2734820965230929
tr0.25611052072263546
az0.250936329588015
lv0.24528301886792453
et0.20903954802259886
is0.1764705882352941
vi0.1681521093285799
hu0.16467780429594273
eu0.10657306955966815
zh0.0990990990990991
ja0.06666666666666668
be0.047619047619047616
uk0.0430622009569378
reliabletrue
passestrue
13
name"Marie"
dialogue"Allez-y, vite! Sauvez-la! Je prierai pour vous. Faites attention à vous, Détective."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8188405797101449
en0.5989304812834225
it0.5295698924731184
no0.5084269662921348
yo0.5047169811320754
de0.5033112582781457
es0.48478900883218845
ro0.47864945382323737
tl0.4496855345911949
nl0.42560175054704596
lt0.4061085972850679
da0.4040862656072645
sq0.38307873090481787
ca0.373508353221957
sl0.3689903846153846
hr0.36746987951807225
pt0.3379571248423708
sk0.33290978398983484
lv0.32950191570881227
sv0.3101182654402102
et0.2905405405405405
fi0.2905405405405405
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vi0.25742574257425743
cs0.21875
ms0.21524663677130043
zh0.12790697674418602
az0.11317567567567569
reliabletrue
passestrue