Run: 2026-02-16-01KHK2ZTYWD4FGBXWMTGGEDEZV

Run Details

Model:
Qwen 3.5 397B A17B
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
2m 2s
Cost:
$0.014127
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 comprends pas. Qui êtes-vous ? (I... I don't understand. Who are you?)" Hunter: "Excuse me. I'm Detective Hunter. I need to ask you about yesterday afternoon." Marie: "Je ne parle pas anglais. S'il vous plaît. (I do not speak English. Please.)" Hunter: "You don't speak English? Then how are you studying here?" Marie: "Échange universitaire. Je suis juste... très bouleversée. (University exchange. I am just... very upset.)" Hunter: "Upset? Is this about the disappearance near the orchard? Did you see something?" Marie: "J'ai regardé à travers mon objectif. J'ai vu quelque chose que je n'aurais pas dû. (I looked through my lens. I saw something I shouldn't have.)" Hunter: "Your lens? You mean the camera? Can you show me the pictures?" Marie: "Non ! C'est trop dangereux. Gardez vos distances. (No! It is too dangerous. Keep your distance.)" Hunter: "Dangerous? Miss, I'm a detective. I handle dangerous for a living. I need to see what you captured." Marie: "Vous ne comprenez pas. Il regardait aussi. Depuis les arbres. (You do not understand. He was watching too. From the trees.)" Hunter: "Who was watching? The missing person? Or someone else?" Marie: "Non. L'homme dans les arbres. Il tenait quelque chose. (No. The man in the trees. He was holding something.)" Hunter: "A weapon? Can you describe him? Height, hair color?" Marie: "Je ne sais pas. Je ne peux pas le dire en anglais. Je suis désolée. (I do not know. I cannot say it in English. I am sorry.)" Hunter: "This is frustrating. Do you have anyone nearby who speaks English? A professor?" Marie: "Mon professeur. Mais il n'est pas là. Je suis seule. (My professor. But he is not here. I am alone.)" Hunter: "Give me his number. Wait, hold on. My phone is buzzing." Hunter: "Detective Hunter. Yeah. I'm at the cafe. Found another one? Okay. I'm on my way." Hunter: "I have to go. Stay put. Do not leave town." Marie: "Attendez ! Ne me laissez pas seule ici ! (Wait! Do not leave me alone here!)" Hunter: "Like I said, stay safe. I'll be back."
created_at"2026-02-16T11:24:25.343786+00:00" 2/16/2026, 11:24:25 AM
model"qwen/qwen3.5-397b-a17b-20260216"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency897
moderation_latency(null)
generation_time122204
tokens_prompt316
tokens_completion4040
native_tokens_prompt295
native_tokens_completion3875
native_tokens_completion_images(null)
native_tokens_reasoning3305
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"
usage0.014127
router(null)
provider_responses
0
id"chatcmpl-ace7c326-85d0-98f9-8ca1-7da7e110787e"
status200
is_byokfalse
latency897
endpoint_id"180484a2-e24b-495a-ba41-b34b680d5a9f"
provider_name"Alibaba"
model_permaslug"qwen/qwen3.5-397b-a17b-20260216"
api_type"completions"
id"gen-1771240942-WclGn87LvHnxvlzXk8W5"
upstream_id"chatcmpl-ace7c326-85d0-98f9-8ca1-7da7e110787e"
total_cost0.014127
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 comprends pas. Qui êtes-vous ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8279421885753613
ca0.6532593619972261
it0.6105919003115265
nl0.5519713261648745
sl0.5462794918330308
lt0.5353159851301116
hr0.5318352059925093
sq0.4877049180327869
cs0.4780793319415449
en0.4658119658119659
ro0.46120689655172414
es0.4529540481400437
tl0.40191387559808617
yo0.3946731234866829
de0.3857493857493857
sk0.3670886075949367
pt0.32795698924731176
lv0.2917847025495751
tr0.2732558139534884
pl0.2668621700879765
fi0.26035502958579887
ms0.251497005988024
hu0.24698795180722888
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me. I'm Detective Hunter. I need to ask you about yesterday afternoon."
detectedLang"en"
heavyLang"en"
scores
en0.7873163186388245
tl0.5943952802359882
no0.5175438596491229
da0.4796594134342479
sq0.4410569105691057
it0.4393476044852191
ro0.4216614090431125
pt0.41921858500527986
cs0.4123931623931624
ca0.4066882416396979
nl0.4008714596949891
es0.39293598233995586
fr0.39293598233995586
sl0.3785310734463277
hr0.3692660550458715
et0.35064935064935066
sk0.3373493975903614
sv0.3333333333333333
pl0.32182490752157833
yo0.289405684754522
lv0.25170068027210885
de0.23822714681440443
lt0.2329149232914923
ms0.20634920634920634
tr0.18998527245949925
fi0.12
be0.11290322580645161
hu0.1085899513776337
az0.10277324632952692
is0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
2
name"Marie"
dialogue"Je ne parle pas anglais. S'il vous plaît."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7983870967741935
sl0.6545226130653266
ca0.6148459383753502
lt0.6060171919770774
sq0.5820668693009119
cs0.5749613601236476
hr0.5578778135048231
sk0.5098039215686274
nl0.5045045045045045
lv0.4821092278719397
it0.46911196911196906
ro0.46911196911196906
yo0.3721461187214612
pl0.3648960739030023
tr0.3574766355140187
hu0.3514150943396226
ms0.3483412322274882
es0.34679334916864607
de0.34210526315789475
en0.3276283618581907
fi0.24242424242424243
az0.20289855072463767
et0.1863905325443787
pt0.1863905325443787
da0.17664670658682635
no0.17664670658682635
sv0.17664670658682635
reliabletrue
passestrue
3
name"Hunter"
dialogue"You don't speak English? Then how are you studying here?"
detectedLang"en"
heavyLang"en"
scores
en0.8222447943118334
tl0.4905385735080059
ro0.453125
sq0.33962264150943394
no0.3055555555555556
cs0.30417495029821073
hr0.2985971943887776
de0.2886178861788618
sv0.2886178861788618
da0.27835051546391754
ms0.17061611374407584
it0.16666666666666666
lt0.16666666666666666
lv0.16666666666666666
nl0.16666666666666666
pl0.1606714628297362
fr0.14425427872860636
sk0.14425427872860636
sl0.14425427872860636
reliabletrue
passestrue
4
name"Marie"
dialogue"Échange universitaire. Je suis juste... très bouleversée."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7938894277400582
nl0.6082949308755761
ca0.5324532453245324
no0.5309050772626931
da0.48856799037304455
en0.4867149758454107
pt0.4720496894409938
de0.45928753180661575
sv0.4544287548138639
ro0.41135734072022156
es0.4072524407252441
yo0.40476190476190477
tl0.38583815028901736
et0.38316400580551524
sl0.35703479576399394
sq0.34006211180124224
cs0.33070866141732286
ms0.3275316455696203
sk0.32432432432432434
hr0.2869127516778523
lt0.24645390070921988
az0.22867513611615245
it0.22303473491773307
lv0.22303473491773307
tr0.17953667953667954
pl0.17635658914728683
eu0.1431451612903226
is0.121900826446281
reliabletrue
passestrue
5
name"Hunter"
dialogue"Upset? Is this about the disappearance near the orchard? Did you see something?"
detectedLang"en"
heavyLang"en"
scores
en0.8052959501557633
tl0.5196926032660903
nl0.4908350305498982
fr0.39686369119420983
yo0.36386768447837153
ms0.3368700265251989
no0.31412894375857336
et0.2537313432835821
hu0.23547400611620795
it0.2260061919504644
cs0.2248062015503876
da0.21996879875195008
es0.21996879875195008
de0.2163009404388715
pt0.21507064364207218
sq0.21507064364207218
fi0.17355371900826447
is0.15540540540540537
sv0.13494809688581316
sl0.11190053285968028
hr0.10554561717352416
sk0.10554561717352416
reliabletrue
passestrue
6
name"Marie"
dialogue"J'ai regardé à travers mon objectif. J'ai vu quelque chose que je n'aurais pas dû."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8104812129202373
pt0.5614035087719298
ca0.5359160613397902
en0.5329000812347685
es0.45958646616541354
nl0.3985355648535565
hr0.3575418994413408
sl0.3495475113122172
yo0.3298368298368299
it0.3179122182680902
ro0.29012345679012347
lt0.2848258706467662
cs0.28125
da0.2758186397984887
de0.2758186397984887
tl0.27490542244640603
sk0.2730720606826802
sq0.2532467532467532
ms0.20138888888888887
lv0.20027816411682894
pl0.13663663663663664
is0.1248097412480974
hi0.11944869831546708
no0.11128284389489954
tr0.10714285714285714
et0.09591194968553458
reliabletrue
passestrue
7
name"Hunter"
dialogue"Your lens? You mean the camera? Can you show me the pictures?"
detectedLang"en"
heavyLang"en"
scores
en0.787303664921466
tl0.6432491767288694
fr0.5734908136482939
nl0.5473537604456825
ca0.5178041543026707
ms0.4897959183673469
ro0.4881889763779528
no0.4425385934819897
it0.4227353463587922
sv0.41651705565529623
sq0.41016333938294003
es0.3821292775665399
et0.3725868725868726
pt0.336734693877551
da0.3157894736842105
de0.30703624733475476
yo0.2476851851851852
sl0.21307506053268765
lv0.2034313725490196
cs0.1935483870967742
az0.19154228855721395
tr0.19154228855721395
fi0.1875
reliabletrue
passestrue
8
name"Marie"
dialogue"Non ! C'est trop dangereux. Gardez vos distances."
detectedLang"fr"
heavyLang"fr"
scores
fr0.803862401931201
en0.6194379391100703
es0.44821731748726656
no0.4347826086956522
it0.4247787610619469
ro0.4206773618538324
lt0.3902439024390244
pt0.33264887063655035
ca0.32150313152400833
tl0.32150313152400833
sq0.30703624733475476
nl0.2261904761904762
da0.21875
eu0.2111650485436893
de0.1875
lv0.18546365914786966
hr0.1709183673469388
sv0.1709183673469388
reliabletrue
passestrue
9
name"Hunter"
dialogue"Dangerous? Miss, I'm a detective. I handle dangerous for a living. I need to see what you captured."
detectedLang"en"
heavyLang"en"
scores
en0.8180955393862702
tl0.608843537414966
da0.5886981402002861
no0.585436193222783
ro0.5212323064113239
fr0.515993265993266
ca0.5114698385726423
et0.481981981981982
cs0.4739249771271729
pt0.4508118433619866
pl0.43405511811023617
sv0.4329388560157791
hr0.4301288404360753
it0.4180161943319838
nl0.4180161943319838
es0.40166493236212286
yo0.37363834422657954
lt0.36951754385964913
sk0.36743674367436746
de0.3546576879910213
sq0.34210526315789475
sl0.32590855803048063
lv0.3072289156626506
hu0.27944862155388467
is0.27490542244640603
az0.2684478371501272
eu0.2414248021108179
tr0.203601108033241
vi0.18785310734463279
be0.10852713178294573
fi0.0987460815047022
ms0.0987460815047022
uk0.0987460815047022
reliabletrue
passestrue
10
name"Marie"
dialogue"Vous ne comprenez pas. Il regardait aussi. Depuis les arbres."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8135146994295743
ca0.678030303030303
it0.6171171171171171
es0.5283018867924528
ro0.5251396648044693
pt0.46406052963430017
sq0.4209809264305177
az0.41379310344827586
lt0.4039270687237027
en0.3963068181818182
tr0.3902439024390244
tl0.35703479576399394
lv0.3134087237479806
nl0.29983525535420097
fi0.28087986463620984
eu0.24911660777385158
de0.23835125448028674
sl0.2314647377938517
hr0.2100371747211896
no0.17953667953667954
ms0.1650294695481336
cs0.16173570019723865
hu0.16173570019723865
reliabletrue
passestrue
11
name"Hunter"
dialogue"Who was watching? The missing person? Or someone else?"
detectedLang"en"
heavyLang"en"
scores
en0.82367758186398
tl0.6
nl0.5726495726495726
de0.542483660130719
da0.5104895104895105
ms0.5028409090909091
sv0.49348769898697536
no0.4897959183673469
fr0.4712990936555891
is0.4496855345911949
pt0.445324881141046
it0.4077834179357022
sq0.39236111111111116
yo0.3566176470588235
es0.3217054263565891
ca0.31640625
az0.26160337552742613
et0.26160337552742613
ro0.1935483870967742
fi0.1822429906542056
lv0.1764705882352941
lt0.17061611374407584
tr0.1606714628297362
hu0.15254237288135594
cs0.14425427872860636
hr0.14425427872860636
pl0.14425427872860636
sk0.14425427872860636
reliabletrue
passestrue
12
name"Marie"
dialogue"Non. L'homme dans les arbres. Il tenait quelque chose."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8209718670076727
ca0.6220302375809936
it0.5603015075376884
en0.4868035190615836
da0.375
es0.35779816513761464
no0.34701492537313433
ms0.25531914893617025
az0.24731182795698922
ro0.20634920634920634
eu0.19908466819221968
tr0.1935483870967742
de0.1822429906542056
et0.18032786885245902
pt0.18032786885245902
reliabletrue
passestrue
13
name"Hunter"
dialogue"A weapon? Can you describe him? Height, hair color?"
detectedLang"en"
heavyLang"en"
scores
en0.7922848664688428
es0.6357960457856401
ca0.574726609963548
tl0.5569620253164557
fr0.5483870967741935
pt0.49201741654571846
ro0.4728915662650602
it0.453978159126365
hu0.41077441077441074
cs0.375
yo0.3554327808471455
tr0.3055555555555556
az0.29577464788732394
da0.29435483870967744
no0.29149797570850206
de0.28716904276985744
sv0.2857142857142857
sk0.27083333333333337
hr0.24242424242424243
pl0.23076923076923078
sl0.20454545454545453
lt0.1898148148148148
is0.1764705882352941
sq0.17061611374407584
eu0.16666666666666666
lv0.16666666666666666
nl0.16666666666666666
vi0.16666666666666666
et0.15254237288135594
fi0.15254237288135594
ms0.15254237288135594
reliabletrue
passestrue
14
name"Marie"
dialogue"Je ne sais pas. Je ne peux pas le dire en anglais. Je suis désolée."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8204207285787583
sl0.6208017334777898
ca0.5218579234972678
nl0.5138888888888888
lt0.5070422535211268
it0.5021337126600285
sq0.4807121661721069
cs0.4688922610015175
ro0.45054945054945056
yo0.44881889763779526
hr0.4479495268138801
es0.44356120826709056
sk0.38162544169611307
tr0.36823104693140796
lv0.360146252285192
hu0.33962264150943394
fi0.32950191570881227
da0.29718875502008035
sv0.29718875502008035
no0.2842535787321063
is0.2768595041322314
pl0.20634920634920634
ms0.1935483870967742
de0.18604651162790697
eu0.1764705882352941
en0.16864608076009502
reliabletrue
passestrue
15
name"Hunter"
dialogue"This is frustrating. Do you have anyone nearby who speaks English? A professor?"
detectedLang"en"
heavyLang"en"
scores
en0.8074903745187259
tl0.5991253644314869
pt0.5535714285714286
sv0.5145631067961165
da0.5018115942028986
nl0.4878957169459963
no0.4776828110161444
hr0.47668886774500474
cs0.4602551521099117
ca0.439918533604888
ro0.4376278118609407
it0.4294605809128631
de0.42827442827442824
sk0.4136460554371002
pl0.40476190476190477
hu0.4015233949945593
fr0.3806306306306307
sl0.3764172335600907
az0.3742889647326508
et0.3735763097949886
sq0.3707093821510297
yo0.36562860438292966
is0.35370152761457113
lt0.35064935064935066
ms0.3444576877234803
es0.3341404358353511
lv0.26666666666666666
vi0.24760601915184677
tr0.20289855072463767
eu0.19472913616398244
fi0.18154761904761904
reliabletrue
passestrue
16
name"Marie"
dialogue"Mon professeur. Mais il n'est pas là. Je suis seule."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8306724721819061
nl0.5608531994981178
pt0.4890510948905109
ca0.4883040935672514
it0.4807121661721069
yo0.4176372712146422
az0.4077834179357022
hr0.40476190476190477
sl0.40273037542662116
de0.3794326241134752
cs0.375
da0.37275985663082434
sk0.37275985663082434
sq0.358974358974359
ro0.3217054263565891
lt0.3150684931506849
vi0.30966469428007887
pl0.3055555555555556
en0.3027888446215139
ms0.29577464788732394
tr0.29577464788732394
no0.27083333333333337
sv0.27083333333333337
et0.2647058823529412
hi0.1822429906542056
es0.17061611374407584
lv0.1606714628297362
fi0.14425427872860636
hu0.14425427872860636
tl0.14425427872860636
reliabletrue
passestrue
17
name"Hunter"
dialogue"Give me his number. Wait, hold on. My phone is buzzing."
detectedLang"en"
heavyLang"en"
scores
en0.8099891422366994
nl0.5939675174013921
et0.5364238410596026
da0.5295698924731184
tl0.5257452574525745
yo0.453125
fr0.4479495268138801
hu0.40978077571669475
fi0.39130434782608703
sk0.3902439024390244
no0.3371212121212121
pl0.3346007604562738
ms0.3333333333333333
is0.3320610687022901
cs0.3150684931506849
de0.30417495029821073
sl0.3013972055888224
sq0.29718875502008035
vi0.2753623188405797
es0.22566371681415928
ca0.22048997772828507
hr0.2009132420091324
pt0.2009132420091324
hi0.1935483870967742
it0.18604651162790697
sv0.1822429906542056
reliabletrue
passestrue
18
name"Hunter"
dialogue"Detective Hunter. Yeah. I'm at the cafe. Found another one? Okay. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8065960912052118
tl0.7238372093023255
da0.5113168724279835
fr0.48759439050701187
no0.46145124716553293
ca0.41574415744157445
ro0.39567430025445294
es0.36918990703851257
pl0.35636856368563685
hr0.33751743375174337
it0.3319268635724332
cs0.3290960451977401
pt0.3290960451977401
sq0.326241134751773
nl0.3252840909090909
sv0.3115942028985507
yo0.2770167427701674
de0.2658423493044822
sk0.2531446540880503
et0.2448330683624801
fi0.24000000000000002
ms0.2238562091503268
sl0.2096505823627288
hi0.15026833631484796
tr0.11048689138576778
reliabletrue
passestrue
19
name"Hunter"
dialogue"I have to go. Stay put. Do not leave town."
detectedLang"en"
heavyLang"en"
scores
en0.8291925465838509
pl0.650571791613723
hr0.6451612903225806
da0.5864661654135338
yo0.5795107033639144
cs0.5729813664596274
sk0.5499181669394435
tl0.5362563237774031
no0.48015122873345933
sq0.47718631178707227
sl0.4670542635658915
lv0.40217391304347827
vi0.38752783964365256
lt0.3778280542986425
pt0.36194895591647336
tr0.34988179669030733
ca0.3341404358353511
sv0.3341404358353511
it0.2948717948717949
ro0.24657534246575344
be0.20289855072463767
hu0.19590643274853803
az0.1863905325443787
et0.1863905325443787
is0.1863905325443787
uk0.1863905325443787
reliabletrue
passestrue
20
name"Marie"
dialogue"Attendez ! Ne me laissez pas seule ici !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8149394347240915
sq0.583963691376702
it0.56
lt0.5431893687707641
ca0.5338983050847458
es0.4963369963369963
en0.4954128440366973
nl0.4791666666666667
no0.4575936883629191
sl0.439918533604888
lv0.394273127753304
pt0.3861607142857143
ms0.3792325056433409
fi0.3721461187214612
et0.367816091954023
tr0.3663594470046083
hr0.2912371134020619
ro0.27055702917771884
de0.24657534246575344
cs0.22969187675070027
da0.22969187675070027
hu0.22969187675070027
tl0.21875
sv0.19117647058823528
reliabletrue
passestrue
21
name"Hunter"
dialogue"Like I said, stay safe. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8154981549815498
no0.574468085106383
yo0.49622166246851385
hu0.4791666666666667
et0.4666666666666667
lt0.4666666666666667
tl0.4666666666666667
da0.41002949852507375
hr0.41002949852507375
ca0.40828402366863903
sv0.40828402366863903
sq0.40119760479041916
pl0.38650306748466257
it0.36507936507936506
cs0.3442622950819672
ro0.3103448275862069
sk0.2647058823529412
be0.25925925925925924
tr0.25925925925925924
az0.23954372623574144
is0.23954372623574144
lv0.23954372623574144
uk0.23954372623574144
vi0.23954372623574144
reliabletrue
passestrue