Run: 2026-02-16-01KHK15EFFWVGFAHP3SKHN9M0R

Run Details

Model:
Qwen 3.5 397B A17B
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
1m 53s
Cost:
$0.015286
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="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: "Je... je ne veux pas parler. Laissez-moi, s'il vous plaît." Hunter: "Excuse me, miss. I'm Detective Hunter. I just need to ask you a few questions about yesterday." Marie: "Je ne comprends pas. Je ne parle pas anglais." Hunter: "Okay... do you speak any English? Even a little bit?" Marie: "Non. Rien. Je suis désolée." Hunter: "Great. Look, I'm investigating a disappearance near the apple orchards. You were seen taking photos nearby." Marie: "Les orchards... Oui. J'étais là. C'est beau pour les photos. Mais j'ai vu quelque chose." Hunter: "You saw something? Can you point? Or show me on your camera?" Marie: "Mon appareil? Non... non, c'est trop terrible. J'ai vu un homme." Hunter: "A man? Did you see what he was doing?" Marie: "Il creusait. Près des arbres. Il m'a regardée et j'ai eu peur." Hunter: "He was digging. Near the trees. Okay. Did you see his face?" Marie: "Non. Il faisait sombre.Je suis partie vite. Je veux rentrer chez moi." Hunter: "I can't let you leave town yet, Marie. This is important. Do you have a professor? Someone who speaks English?" Marie: "Mon professeur... il est à l'université. Je suis seule ici." Hunter: "Alright. Stay put. I need to get a translator on the line." Marie: "Pourquoi vous me gardez ici? Je n'ai rien fait." Hunter: "It's for your safety. And ours. Just sit tight." Marie: "Je me sens très malade. Je veux de l'eau." Hunter: "Phone's ringing. Hold on. Hunter... Yeah. I'm at the cafe. No, solid barrier. She saw a man digging near the orchard. Yeah. I'm heading back now." Hunter: "I have to go. Don't leave Alborn. I'll be back with someone who can speak French." Marie: "Attendez! Detective... ne partez pas..." Hunter: "Stay here, Marie."
created_at"2026-02-16T10:52:22.223988+00:00" 2/16/2026, 10:52:22 AM
model"qwen/qwen3.5-397b-a17b-20260216"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency961
moderation_latency(null)
generation_time112685
tokens_prompt316
tokens_completion4426
native_tokens_prompt295
native_tokens_completion4197
native_tokens_completion_images(null)
native_tokens_reasoning3706
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"
usage0.0152862
router(null)
provider_responses
0
id"chatcmpl-22fe6446-a342-975f-aeb5-a82d7225e4f3"
status200
is_byokfalse
latency961
endpoint_id"180484a2-e24b-495a-ba41-b34b680d5a9f"
provider_name"Alibaba"
model_permaslug"qwen/qwen3.5-397b-a17b-20260216"
api_type"completions"
id"gen-1771239029-uw2VtO4r2kQ14LB05zfX"
upstream_id"chatcmpl-22fe6446-a342-975f-aeb5-a82d7225e4f3"
total_cost0.0152862
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"Marie"
dialogue"Je... je ne veux pas parler. Laissez-moi, s'il vous plaît."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8097189695550351
lt0.5454545454545454
ca0.5310245310245311
sl0.5283018867924528
hr0.5163690476190477
sq0.477491961414791
cs0.473257698541329
nl0.4628099173553719
tr0.45652173913043476
sk0.3981481481481482
ro0.3460764587525151
it0.3380855397148676
yo0.3340163934426229
lv0.33264887063655035
pl0.3271221532091097
hu0.3143459915611814
az0.3128964059196617
ms0.3114406779661017
de0.3055555555555556
fi0.21307506053268765
en0.16237113402061853
et0.16237113402061853
pt0.16237113402061853
da0.15364583333333331
es0.15364583333333331
no0.15364583333333331
sv0.15364583333333331
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. I just need to ask you a few questions about yesterday."
detectedLang"en"
heavyLang"en"
scores
en0.802910855063675
fr0.5581237253569
tl0.5557074504442925
it0.5470383275261325
ca0.5296671490593343
pt0.49416342412451364
no0.46852003270645953
ro0.453781512605042
nl0.45286195286195285
cs0.44349315068493156
sq0.43771626297577854
es0.42882249560632685
da0.42528735632183906
et0.41546762589928055
sv0.4036697247706422
hr0.4003690036900369
sl0.3953488372093023
pl0.3602362204724409
yo0.34541792547834843
sk0.3394308943089431
lv0.281767955801105
lt0.27697441601779754
de0.2688413948256468
hu0.2554410080183276
ms0.24065420560747666
tr0.24065420560747666
fi0.1751269035532995
is0.1751269035532995
az0.1698595146871009
vi0.1698595146871009
be0.09722222222222222
eu0.09722222222222222
uk0.08835904628330996
reliabletrue
passestrue
2
name"Marie"
dialogue"Je ne comprends pas. Je ne parle pas anglais."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7990353697749196
sl0.6757457846952011
ca0.6736292428198434
lt0.6706192358366271
it0.6418338108882521
sq0.6050552922590837
cs0.5980707395498392
nl0.5974235104669887
ro0.5867768595041323
es0.5854063018242123
en0.584717607973422
hr0.5812395309882747
sk0.5335820895522388
lv0.5059288537549407
de0.46808510638297873
pt0.42528735632183906
tl0.40191387559808617
yo0.3946731234866829
pl0.3872549019607844
tr0.3796526054590571
hu0.3734335839598998
ms0.37027707808564225
fi0.26035502958579887
az0.21875
et0.20127795527156547
da0.19093851132686085
no0.19093851132686085
sv0.19093851132686085
reliabletrue
passestrue
3
name"Hunter"
dialogue"Okay... do you speak any English? Even a little bit?"
detectedLang"en"
heavyLang"en"
scores
en0.809495896834701
tl0.5833333333333334
hr0.5504840940525588
cs0.5134730538922155
pt0.4766505636070853
sv0.4706840390879479
ca0.45286195286195285
sk0.4463373083475298
pl0.4328097731239092
no0.4227353463587922
da0.4036697247706422
ro0.39365671641791045
sl0.3925233644859813
yo0.37739463601532564
fr0.3725868725868726
nl0.36893203883495146
sq0.367704280155642
vi0.35770750988142297
hu0.32432432432432434
de0.2995689655172413
ms0.2934782608695652
es0.28884026258205686
it0.2777777777777778
lt0.20147420147420148
tr0.19154228855721395
is0.1875
az0.17721518987341772
eu0.17721518987341772
lv0.17721518987341772
et0.16237113402061853
fi0.16237113402061853
reliabletrue
passestrue
4
name"Marie"
dialogue"Non. Rien. Je suis désolée."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8114224137931035
sl0.4971264367816092
hr0.4942196531791907
yo0.48224852071005914
it0.4648318042813456
cs0.45652173913043476
sk0.453125
nl0.4186046511627907
en0.34701492537313433
pl0.34210526315789475
eu0.3320610687022901
de0.3137254901960784
reliabletrue
passestrue
5
name"Hunter"
dialogue"Great. Look, I'm investigating a disappearance near the apple orchards. You were seen taking photos nearby."
detectedLang"en"
heavyLang"en"
scores
en0.788135593220339
fr0.6023038946791004
tl0.5806824754193175
nl0.52365308804205
de0.4961779013203613
pt0.4723435225618632
sv0.4499241274658573
no0.4474085365853659
es0.4427363566487318
it0.44058641975308643
ro0.4304791830322074
da0.363476733977173
cs0.35954063604240283
sk0.3544078361531611
sq0.3544078361531611
ms0.35152057245080504
hr0.34090909090909094
ca0.32808155699721964
sl0.3255813953488372
lt0.28430404738400794
yo0.28217821782178215
is0.2814667988107037
et0.26619433198380565
lv0.22542735042735043
pl0.22542735042735043
fi0.21790722761596548
az0.2059145673603505
tr0.18355855855855857
hu0.17707150964812712
hi0.09600997506234414
eu0.0880503144654088
vi0.0880503144654088
reliabletrue
passestrue
6
name"Marie"
dialogue"Les orchards... Oui. J'étais là. C'est beau pour les photos. Mais j'ai vu quelque chose."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8085624782457361
en0.48015122873345933
pt0.38478747203579416
ca0.2948717948717949
de0.289405684754522
lt0.26861702127659576
es0.2486338797814208
lv0.2392807745504841
no0.233983286908078
tl0.22644163150492264
vi0.22206506364922204
it0.1851851851851852
yo0.13793103448275862
hi0.12280701754385964
da0.12
nl0.1143317230273752
reliabletrue
passestrue
7
name"Hunter"
dialogue"You saw something? Can you point? Or show me on your camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8066013408973699
tl0.6761658031088082
fr0.5980707395498392
ms0.5235069885641677
es0.42660550458715596
ca0.4257274119448699
et0.39903846153846156
pt0.39320388349514557
it0.38825448613376834
nl0.3872549019607844
fi0.375
pl0.3194192377495462
ro0.2964352720450282
cs0.28977272727272724
da0.28977272727272724
sq0.2829827915869981
no0.19527896995708155
hr0.19006479481641467
sl0.19006479481641467
hi0.1830065359477124
sv0.17943107221006563
az0.17035398230088497
tr0.17035398230088497
sk0.16666666666666666
yo0.16666666666666666
de0.1610738255033557
reliabletrue
passestrue
8
name"Marie"
dialogue"Mon appareil? Non... non, c'est trop terrible. J'ai vu un homme."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8061076102762966
it0.5459704880817253
en0.46380697050938335
ca0.4557823129251701
es0.4497936726272352
da0.38556067588325654
et0.36908517350157727
lv0.2945326278659612
no0.2805755395683453
ro0.2673992673992674
nl0.2647058823529412
fi0.25512104283054005
yo0.20948616600790515
eu0.17864476386036962
hi0.16317991631799164
tl0.15966386554621848
pt0.15254237288135594
sq0.14893617021276595
az0.13606911447084233
de0.13606911447084233
hu0.13606911447084233
sv0.13606911447084233
pl0.12854030501089325
reliabletrue
passestrue
9
name"Hunter"
dialogue"A man? Did you see what he was doing?"
detectedLang"en"
heavyLang"en"
scores
en0.8406628425748884
tl0.5629370629370629
yo0.5519713261648745
nl0.5487364620938628
de0.5471014492753623
et0.48240165631469983
ca0.47589098532494756
es0.46351931330472107
cs0.45652173913043476
da0.44567627494456763
sv0.4318181818181818
lv0.41588785046728977
lt0.4131455399061033
no0.3961352657004831
hu0.3842364532019704
fi0.3811881188118812
pt0.358974358974359
ro0.3573264781491003
sk0.34210526315789475
it0.3333333333333333
fr0.31880108991825606
hr0.3093922651933701
pl0.29577464788732394
sl0.2647058823529412
tr0.23547400611620795
is0.23076923076923078
sq0.22360248447204967
az0.21875
eu0.21875
vi0.21875
ms0.20127795527156547
reliabletrue
passestrue
10
name"Marie"
dialogue"Il creusait. Près des arbres. Il m'a regardée et j'ai eu peur."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7905372104484968
ca0.6799698795180722
ro0.3656716417910448
it0.36377245508982037
da0.3431221020092735
de0.3410852713178295
az0.3359375
no0.3156199677938808
es0.28209459459459457
en0.2772108843537415
pt0.2722602739726028
et0.2697594501718213
tr0.1650294695481336
hr0.15
sv0.15
tl0.14829659318637273
cs0.1431451612903226
fi0.1431451612903226
sl0.1431451612903226
hu0.1361788617886179
nl0.12551440329218108
sk0.12551440329218108
reliabletrue
passestrue
11
name"Hunter"
dialogue"He was digging. Near the trees. Okay. Did you see his face?"
detectedLang"en"
heavyLang"en"
scores
en0.8157894736842104
tl0.5853080568720379
nl0.4883040935672514
yo0.4582043343653251
et0.43548387096774194
ca0.35304990757855825
no0.3408662900188324
fr0.3346007604562738
ms0.3055555555555556
de0.2537313432835821
ro0.24242424242424243
fi0.20634920634920634
es0.1935483870967742
cs0.1822429906542056
da0.1822429906542056
sq0.1822429906542056
sv0.1822429906542056
pt0.18032786885245902
reliabletrue
passestrue
12
name"Marie"
dialogue"Non. Il faisait sombre.Je suis partie vite. Je veux rentrer chez moi."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8114097123998114
it0.5703544575725027
ro0.43342776203966005
az0.4244604316546763
es0.42196531791907516
ca0.41690962099125367
nl0.4117647058823529
sl0.375
hr0.3730407523510972
de0.37205651491365777
yo0.35691318327974275
cs0.3442622950819672
sk0.34210526315789475
en0.313893653516295
tl0.3006993006993007
eu0.2945326278659612
pl0.28698752228163993
sq0.2857142857142857
tr0.27404718693284935
no0.2727272727272727
pt0.19517102615694165
da0.15789473684210525
lt0.15789473684210525
sv0.15789473684210525
lv0.15254237288135594
et0.14893617021276595
ms0.14893617021276595
hu0.13606911447084233
reliabletrue
passestrue
13
name"Hunter"
dialogue"I can't let you leave town yet, Marie. This is important. Do you have a professor? Someone who speaks English?"
detectedLang"en"
heavyLang"en"
scores
en0.8100602567461357
da0.5775058275058275
pt0.5510835913312694
ca0.546875
ro0.5337620578778135
tl0.5233399079552925
no0.5195493704440026
it0.5094722598105548
fr0.4982698961937716
sv0.4861800141743444
cs0.4847192608386638
hr0.44656488549618323
es0.4295830055074744
sq0.42000000000000004
pl0.4100895036615134
nl0.40476190476190477
yo0.3917785234899329
sk0.38818565400843885
et0.3850720949957591
sl0.3829787234042553
hu0.37553832902670115
lt0.32745825602968465
de0.3166823751178134
az0.31474480151228734
tr0.2857142857142857
ms0.2647058823529412
lv0.26321138211382117
vi0.2518059855521156
is0.24083769633507857
fi0.1997792494481236
eu0.15501165501165504
be0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
14
name"Marie"
dialogue"Mon professeur... il est à l'université. Je suis seule ici."
detectedLang"fr"
heavyLang"fr"
scores
fr0.828693790149893
it0.553072625698324
pt0.4791666666666667
nl0.4708994708994709
ca0.4467496542185339
cs0.4269340974212034
sk0.42528735632183906
de0.41605839416058393
yo0.4143484626647145
ro0.3993993993993994
az0.37597503900156004
hr0.3730407523510972
sl0.3710691823899371
tr0.3620414673046252
en0.3579454253611557
da0.34210526315789475
pl0.2779783393501805
es0.2753623188405797
ms0.250936329588015
no0.24528301886792453
sv0.24528301886792453
et0.23954372623574144
hi0.16317991631799164
sq0.15254237288135594
lt0.14893617021276595
lv0.14346895074946467
fi0.12854030501089325
hu0.12854030501089325
tl0.12854030501089325
reliabletrue
passestrue
15
name"Hunter"
dialogue"Alright. Stay put. I need to get a translator on the line."
detectedLang"en"
heavyLang"en"
scores
en0.817429406037001
tl0.6612466124661246
hr0.6524559777571824
no0.621975806451613
yo0.6149897330595482
da0.6118012422360247
pl0.6101871101871102
cs0.6073298429319371
et0.5897155361050328
sk0.5572609208972845
fr0.5498199279711885
ca0.5443499392466585
sq0.5347394540942928
sv0.5155038759689923
ro0.5098039215686274
sl0.4688385269121813
lv0.46197991391678617
lt0.4573082489146165
it0.4469026548672566
nl0.43095599393019723
pt0.42835365853658536
de0.4230769230769231
ms0.410377358490566
is0.38825448613376834
hu0.37290969899665555
vi0.37080536912751677
fi0.36224489795918363
tr0.358974358974359
es0.3578767123287671
az0.33862433862433866
eu0.267578125
hi0.1830065359477124
be0.15730337078651685
uk0.14383561643835618
reliabletrue
passestrue
16
name"Marie"
dialogue"Pourquoi vous me gardez ici? Je n'ai rien fait."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8078155028827675
sl0.46524064171123
nl0.4117647058823529
no0.3723849372384937
hr0.3630573248407643
en0.3548387096774194
yo0.35205183585313177
sq0.33035714285714285
cs0.3288590604026846
sk0.3258426966292135
es0.2537313432835821
et0.24050632911392408
pl0.23273657289002556
pt0.22680412371134018
ms0.21875
de0.21052631578947367
it0.21052631578947367
ro0.20424403183023873
fi0.2
reliabletrue
passestrue
17
name"Hunter"
dialogue"It's for your safety. And ours. Just sit tight."
detectedLang"en"
heavyLang"en"
scores
en0.7935435435435435
tl0.5845921450151057
da0.5689655172413793
no0.5469522240527183
yo0.3861607142857143
et0.27055702917771884
sv0.27055702917771884
pt0.23822714681440443
ms0.22096317280453256
ca0.21875
de0.21203438395415475
fr0.21203438395415475
reliabletrue
passestrue
18
name"Marie"
dialogue"Je me sens très malade. Je veux de l'eau."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8208469055374592
nl0.5689655172413793
sl0.5614035087719298
ca0.5585874799357945
sq0.5098039215686274
ms0.5062836624775583
hr0.49168207024029575
yo0.48308270676691734
es0.4821092278719397
ro0.4751908396946565
it0.46393762183235865
pt0.462890625
sk0.461839530332681
sv0.44779116465863456
da0.4376278118609407
tl0.4246861924686192
no0.42105263157894735
en0.3544600938967136
cs0.3483412322274882
de0.3483412322274882
tr0.26273458445040215
hu0.260752688172043
et0.25675675675675674
pl0.2486338797814208
fi0.21428571428571427
eu0.20289855072463767
az0.1863905325443787
reliabletrue
passestrue
19
name"Hunter"
dialogue"Phone's ringing. Hold on. Hunter... Yeah. I'm at the cafe. No, solid barrier. She saw a man digging near the orchard. Yeah. I'm heading back now."
detectedLang"en"
heavyLang"en"
scores
en0.7860199714693296
tl0.6221662468513854
no0.5844875346260388
da0.5624270711785297
fr0.47405329593267886
nl0.4529540481400437
ca0.438622754491018
ms0.42835365853658536
sv0.3985565356856456
pt0.39710610932475876
it0.3907392363931763
de0.3902439024390244
es0.36006825938566556
yo0.3315508021390375
lv0.32915921288014316
sk0.32915921288014316
hr0.32432432432432434
pl0.30102516309412863
et0.29111531190926276
ro0.26108374384236455
lt0.23857868020304565
tr0.2299794661190965
fi0.22118380062305293
sq0.21793534932221062
sl0.21711899791231734
cs0.2163009404388715
vi0.21301154249737672
eu0.1847826086956522
hu0.17218543046357618
is0.1638795986622074
hi0.10071942446043164
az0.08536585365853659
reliabletrue
passestrue
20
name"Hunter"
dialogue"I have to go. Don't leave Alborn. I'll be back with someone who can speak French."
detectedLang"en"
heavyLang"en"
scores
en0.8084291187739464
tl0.5291095890410958
yo0.42767950052029136
da0.4148936170212766
pl0.4015233949945593
lt0.3365500603136309
hr0.3167701863354037
no0.3159203980099502
cs0.3002544529262086
ca0.28104575163398693
sk0.27055702917771884
it0.25876010781671155
lv0.25170068027210885
hu0.2506811989100818
es0.24242424242424243
pt0.23717059639389734
tr0.2109038737446198
az0.20289855072463767
sv0.2005813953488372
sq0.19590643274853803
sl0.18032786885245902
ro0.140625
ms0.12420382165605094
be0.11290322580645161
et0.10277324632952692
is0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
21
name"Marie"
dialogue"Attendez! Detective... ne partez pas..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7609942638623327
ca0.7016706443914081
en0.6973365617433415
it0.6851385390428211
ro0.642346208869814
es0.6397694524495676
sq0.6171516079632465
tl0.6062992125984252
pt0.584717607973422
nl0.5674740484429065
no0.5395948434622468
lt0.52561669829222
sl0.51171875
de0.503968253968254
lv0.500998003992016
hr0.4969818913480885
da0.4908350305498982
tr0.4747899159663866
cs0.4646680942184154
sv0.4529540481400437
ms0.3811881188118812
hu0.3670886075949367
et0.35064935064935066
fi0.26035502958579887
az0.24242424242424243
eu0.24242424242424243
pl0.21875
sk0.20127795527156547
yo0.19093851132686085
reliabletrue
passestrue
22
name"Hunter"
dialogue"Stay here, Marie."
detectedLang"en"
heavyLang"en"
scores
en0.7487437185929648
ro0.6415770609318996
it0.6197718631178707
sq0.6197718631178707
fr0.5918367346938775
no0.5918367346938775
da0.5867768595041323
sv0.5867768595041323
tl0.4350282485875706
hr0.42857142857142855
pt0.4186046511627907
sl0.4186046511627907
ca0.4117647058823529
es0.40119760479041916
lt0.40119760479041916
pl0.40119760479041916
de0.38650306748466257
et0.38650306748466257
eu0.38650306748466257
ms0.38650306748466257
nl0.38650306748466257
sk0.38650306748466257
yo0.38650306748466257
cs0.3710691823899371
fi0.3710691823899371
lv0.3710691823899371
reliabletrue
passestrue