Run: 2026-02-25-01KJBKBPE2T2RRS5NTPWZ3MWK5

Run Details

Model:
Qwen 3.5 122B
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
36.5s
Cost:
$0.013267
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: "Bonjour... Je ne comprends pas ce que vous dites." *(Hello... I don't understand what you are saying.)* Hunter: "Excuse me? I'm Detective Hunter. I'm looking for information regarding the disappearances near the festival grounds." Marie: "Les disparitions ? Je suis désolée, je suis française. Je ne parle pas anglais." *(The disappearances? I'm sorry, I am French. I don't speak English.)* Hunter: "Oh. Okay." *(He pauses, looking at her camera.)* "Do you have... pictures? Of the woods?" Marie: "Oui. J'ai pris des photos hier. Mais... j'ai peur." *(Yes. I took pictures yesterday. But... I am scared.)* Hunter: "Scared? Did you see something?" Marie: "Quelqu'un... dans l'ombre. Il criait." *(Someone... in the shadow. They were screaming.)* Hunter: "A shadow? Can I see the camera?" Marie: "Je ne peux pas. C'est... dangereux." *(I can't. It is... dangerous.)* Hunter: "Dangerous? Ma'am, if you have information, it could help us find the missing people." Marie: "Je ne veux pas de problèmes. Je veux juste partir." *(I don't want trouble. I just want to leave.)* Hunter: "I understand. But if you can—" *(His phone buzzes loudly in his pocket. He glances at the screen.)* "I'm sorry, I have to take this. It's urgent." Marie: "Vous partez ?" *(You are leaving?)* Hunter: "I'll be back. I'll bring someone who speaks French." *(He gestures apologetically, then turns away.)* Marie: "Attendez !" *(Wait!)* Hunter: "I'll be right back." *(He walks briskly toward the exit, still holding the phone to his ear.)*
created_at"2026-02-25T23:50:14.729Z" 2/25/2026, 11:50:14 PM
model"qwen/qwen3.5-122b-a10b-20260224"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency520
moderation_latency(null)
generation_time36341
tokens_prompt316
tokens_completion4264
native_tokens_prompt295
native_tokens_completion4109
native_tokens_completion_images(null)
native_tokens_reasoning3679
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"
usage0.0132668
router(null)
provider_responses
0
endpoint_id"33d466d1-d2f7-45ed-8ff3-fda7d2e32351"
id"chatcmpl-07258e8d-faf9-92b5-a058-f690b4827922"
is_byokfalse
latency520
model_permaslug"qwen/qwen3.5-122b-a10b-20260224"
provider_name"Alibaba"
status200
api_type"completions"
id"gen-1772063414-c5ndnrOP7Ta8UvgWhgTd"
upstream_id"chatcmpl-07258e8d-faf9-92b5-a058-f690b4827922"
total_cost0.0132668
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"Bonjour... Je ne comprends pas ce que vous dites."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8157596371882087
ca0.6578947368421053
es0.5854591836734694
it0.5330459770114943
pt0.5296671490593343
lt0.5255474452554745
ro0.5220588235294118
nl0.48657187993680884
sl0.48083067092651754
en0.48
hr0.4663382594417077
sq0.4227353463587922
ms0.4186046511627907
cs0.4133574007220217
de0.4133574007220217
tl0.34077079107505076
yo0.3340163934426229
sk0.30851063829787234
lv0.24065420560747666
tr0.2243436754176611
pl0.21875
fi0.21307506053268765
hu0.20147420147420148
et0.181360201511335
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me? I'm Detective Hunter. I'm looking for information regarding the disappearances near the festival grounds."
detectedLang"en"
heavyLang"en"
scores
en0.7880196936542669
fr0.6745065098698025
tl0.6673819742489271
nl0.6049949031600408
no0.579033134166214
da0.5692051139521956
pt0.5638716938660664
sv0.5153220762976861
ca0.5131909547738693
it0.5125786163522013
es0.5019280205655527
sq0.4774106540795684
de0.47026657552973344
ms0.4610570236439499
ro0.45499296765119546
sl0.4065849923430322
hr0.3448858833474218
cs0.3426632739609839
lt0.3117229129662522
et0.30430879712746856
sk0.29800724637681164
lv0.2647058823529412
yo0.26400759734093066
az0.23945044160942097
fi0.22110552763819097
pl0.22110552763819097
is0.15577342047930284
eu0.1474147414741474
hu0.143646408839779
tr0.1426991150442478
zh0.0903755868544601
reliabletrue
passestrue
2
name"Marie"
dialogue"Les disparitions ? Je suis désolée, je suis française. Je ne parle pas anglais."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8036378668871434
ca0.6537900874635568
en0.6028428093645485
sl0.5564892623716153
sq0.5259481037924152
cs0.5182555780933064
sk0.47339246119733924
hr0.4716351501668521
lt0.4710467706013363
it0.46868008948545864
es0.46689113355780026
ro0.4626696832579186
de0.44509345794392524
nl0.42771084337349397
pt0.4032663316582915
lv0.39873417721518983
tl0.34210526315789475
yo0.3384401114206128
pl0.32432432432432434
no0.3233618233618234
hu0.3155619596541787
tr0.31259044862518093
ms0.302496328928047
da0.2973372781065089
sv0.2973372781065089
et0.22889610389610393
az0.21875
fi0.15630550621669628
eu0.14414414414414414
is0.11048689138576778
reliabletrue
passestrue
3
name"Hunter"
dialogue"Do you have... pictures? Of the woods?"
detectedLang"en"
heavyLang"en"
scores
en0.8342175066312997
tl0.6882793017456359
yo0.5437956204379563
da0.5429616087751371
nl0.5300751879699248
fr0.5192307692307693
no0.5107632093933464
cs0.4577006507592191
sq0.43820224719101125
ca0.40476190476190477
pt0.3842364532019704
de0.38271604938271603
ro0.37810945273631835
sv0.375
pl0.36386768447837153
sk0.34554973821989526
hr0.32432432432432434
sl0.32432432432432434
vi0.30747922437673125
et0.2816091954022989
is0.2625368731563422
lv0.2492492492492493
ms0.2378048780487805
reliabletrue
passestrue
4
name"Marie"
dialogue"Oui. J'ai pris des photos hier. Mais... j'ai peur."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8188405797101449
de0.5916515426497277
pt0.5273109243697479
ca0.47058823529411764
nl0.4360902255639098
en0.42159383033419023
da0.29245283018867924
es0.26229508196721313
lt0.26229508196721313
hi0.2549668874172185
no0.2549668874172185
sv0.2549668874172185
tl0.2549668874172185
lv0.2398648648648649
reliabletrue
passestrue
5
name"Hunter"
dialogue"Scared? Did you see something?"
detectedLang"en"
heavyLang"en"
scores
en0.8274374460742019
tl0.46236559139784944
et0.4594594594594595
it0.3055555555555556
cs0.2805755395683453
es0.2805755395683453
ms0.2805755395683453
pt0.2805755395683453
ro0.2805755395683453
reliabletrue
passestrue
6
name"Marie"
dialogue"Quelqu'un... dans l'ombre. Il criait."
detectedLang"fr"
heavyLang"fr"
scores
fr0.747191011235955
it0.64171974522293
ca0.4617224880382775
pt0.3967828418230563
es0.3440233236151603
az0.3382352941176471
da0.30769230769230765
tl0.2902208201892744
ro0.2879746835443038
tr0.27184466019417475
de0.25742574257425743
reliabletrue
passestrue
7
name"Hunter"
dialogue"A shadow? Can I see the camera?"
detectedLang"en"
heavyLang"en"
scores
en0.7708757637474541
ca0.6681415929203539
it0.63884430176565
ro0.6323529411764706
sv0.6160409556313994
tl0.5894160583941606
yo0.5817843866171004
no0.5794392523364486
et0.5681381957773513
da0.5622568093385214
sq0.5579567779960707
fr0.5463709677419355
hr0.5273109243697479
cs0.512987012987013
es0.506578947368421
pl0.506578947368421
nl0.5054945054945055
tr0.49888641425389757
hu0.49776785714285715
ms0.4863013698630137
az0.4827586206896552
sk0.4730679156908665
lt0.39189189189189183
pt0.3835616438356164
de0.3818681318681319
is0.38016528925619836
lv0.3715083798882682
vi0.3715083798882682
sl0.2857142857142857
be0.23728813559322032
eu0.23728813559322032
fi0.21875
uk0.21875
reliabletrue
passestrue
8
name"Marie"
dialogue"Je ne peux pas. C'est... dangereux."
detectedLang"fr"
heavyLang"fr"
scores
fr0.827850038255547
nl0.5810055865921787
sl0.5722433460076045
lt0.5631067961165048
hr0.5579567779960707
sq0.5140388768898488
cs0.5044052863436124
ro0.44029850746268656
ca0.4201030927835051
yo0.4201030927835051
de0.40789473684210525
sk0.39189189189189183
lv0.31402439024390244
tr0.29467084639498436
da0.2879746835443038
pl0.2879746835443038
fi0.281150159744409
it0.281150159744409
ms0.27184466019417475
hu0.267100977198697
en0.25742574257425743
no0.25
reliabletrue
passestrue
9
name"Hunter"
dialogue"Dangerous? Ma'am, if you have information, it could help us find the missing people."
detectedLang"en"
heavyLang"en"
scores
en0.8233486943164362
tl0.6058944482522275
da0.586628324946082
fr0.5663650075414781
sv0.5172124265323258
nl0.4893428063943161
de0.4791666666666667
no0.3985355648535565
sq0.3876464323748669
yo0.38105489773950485
pt0.3443557582668187
ca0.33831990794016115
ms0.30387409200968524
lt0.29012345679012347
es0.2857142857142857
lv0.28393524283935245
cs0.27944862155388467
it0.26282051282051283
az0.2493472584856397
et0.24540682414698162
fi0.21768707482993196
pl0.2144808743169399
is0.20907840440165062
ro0.20027816411682894
hr0.1958041958041958
sk0.19467787114845939
eu0.18899858956276447
sl0.1843971631205674
zh0.11809815950920245
tr0.10852713178294573
hu0.0987460815047022
reliabletrue
passestrue
10
name"Marie"
dialogue"Je ne veux pas de problèmes. Je veux juste partir."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8135487880671225
ca0.6861924686192469
nl0.6602491506228765
pt0.6555683122847301
ro0.6231155778894472
es0.6226415094339622
sq0.5945945945945946
sl0.5918367346938775
hr0.5867768595041323
cs0.5548961424332344
de0.5454545454545454
lt0.5363214837712519
et0.5245641838351823
it0.5245641838351823
da0.5215311004784688
sv0.5176848874598071
tr0.5176848874598071
yo0.512987012987013
no0.5073891625615764
hu0.5041322314049587
tl0.49748743718592964
en0.4906621392190153
sk0.48717948717948717
ms0.4863013698630137
lv0.4545454545454546
pl0.4371482176360225
az0.42418426103646834
eu0.42418426103646834
fi0.22680412371134018
is0.20212765957446807
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'm sorry, I have to take this. It's urgent."
detectedLang"en"
heavyLang"en"
scores
en0.8035714285714286
tl0.6159217877094972
da0.5864661654135338
no0.544701986754967
ca0.5217391304347826
pl0.4869402985074627
hr0.4811320754716981
ro0.4791666666666667
cs0.461839530332681
yo0.44889779559118237
it0.4387755102040817
sk0.4258872651356994
sl0.41983122362869196
lv0.40217391304347827
lt0.3778280542986425
sv0.3341404358353511
sq0.3276283618581907
pt0.26666666666666666
fr0.2486338797814208
es0.22096317280453256
nl0.21428571428571427
be0.20289855072463767
tr0.20289855072463767
hu0.19590643274853803
az0.1863905325443787
et0.1863905325443787
is0.1863905325443787
uk0.1863905325443787
vi0.1863905325443787
reliabletrue
passestrue
12
name"Marie"
dialogue"Vous partez ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7767857142857143
it0.5738636363636364
es0.563953488372093
pt0.563953488372093
ro0.5588235294117647
ca0.5535714285714286
en0.5454545454545454
az0.5161290322580645
de0.5161290322580645
eu0.5161290322580645
tl0.5161290322580645
nl0.506578947368421
da0.5
lt0.5
sv0.5
lv0.4897959183673469
no0.4897959183673469
sq0.4897959183673469
et0.4827586206896552
ms0.4827586206896552
pl0.4827586206896552
hr0.471830985915493
sl0.471830985915493
tr0.471830985915493
cs0.45652173913043476
hu0.45652173913043476
sk0.45652173913043476
yo0.44029850746268656
reliabletrue
passestrue
13
name"Hunter"
dialogue"I'll be back. I'll bring someone who speaks French."
detectedLang"en"
heavyLang"en"
scores
en0.8087954110898662
tl0.5750708215297451
es0.4545454545454546
pt0.4495412844036697
da0.3939393939393939
sv0.38524590163934425
de0.3630573248407643
et0.31662870159453305
no0.2857142857142857
nl0.2822966507177033
hu0.2805755395683453
lt0.27184466019417475
yo0.2682926829268293
ms0.23469387755102045
it0.20424403183023873
hr0.19786096256684493
reliabletrue
passestrue
14
name"Marie"
dialogue"Attendez !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7678018575851393
en0.708171206225681
it0.708171206225681
es0.6926229508196721
ca0.669603524229075
no0.6527777777777778
de0.5454545454545454
pt0.53125
da0.5222929936305732
nl0.5098039215686274
tl0.506578947368421
lv0.5033112582781457
et0.46428571428571425
sv0.46428571428571425
tr0.46428571428571425
reliabletrue
passestrue
15
name"Hunter"
dialogue"I'll be right back."
detectedLang"en"
heavyLang"en"
scores
en0.8100303951367781
tl0.7065727699530516
yo0.5954692556634305
hu0.4834710743801653
lt0.47257383966244726
da0.3718592964824121
de0.3718592964824121
fr0.3718592964824121
no0.3718592964824121
reliabletrue
passestrue