Run: 2026-02-08-01KGYZ35VCWW6G6BEXHB9KTC0S

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
12.4s
Cost:
$0.001251
Provider:
Novita

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: "[Muttering to herself in French while examining her camera] Non, non, non... l'objectif est de la poussière. C'est impossible d'obtenir une bonne photo comme ça." Hunter: "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events around town, and I was hoping you might have seen something unusual yesterday evening near the old mill." Marie: "[Eyes widening with fear] Hier soir? Près du vieux moulin? Mon Dieu, j'ai vu quelque chose... quelque chose d'horrible. Un homme... il a traîné un sac dans les bois. J'étais si effrayée, je me suis cachée derrière les arbres." Hunter: "I'm sorry, I don't understand what you're saying. Do you speak English? This is important." Marie: "[Shaking her head, speaking rapidly in French] Non, je ne parle pas anglais. Je suis française, je suis ici pour étudier. C'était terrifiant, l'homme était grand, il portait un manteau sombre... il a regardé dans ma direction et j'ai cru qu'il allait me voir!" Hunter: "[Frustrated, taking out his notebook] Look, I need to know what you saw. Can you write it down? Or draw it? Anything that might help." Marie: "[Nervously fumbling with her camera] Je l'ai photographié. Regardez! J'ai pris des photos avant qu'il ne me voie. Mais... et s'il me retrouve? Et s'il sait que j'ai des preuves?" Hunter: "Okay, okay, calm down. [Points to the camera] Is that... did you take pictures? Of what you saw?" Marie: "[Nods vigorously, tears forming in her eyes] Oui, oui! J'ai des photos! Mais je ne peux pas rester ici. Il pourrait revenir. Je suis si inquiète." Hunter: "[Phone rings] Hold on. [Answers phone] Detective Hunter speaking... Yeah? Okay, I'm on my way. [Ends call] Look, I have to go, but this is important. Can you stay here? I'll send someone who can help translate." Marie: "[Shakes head, clutching her camera to her chest] Non, je dois partir. Je ne suis pas en sécurité ici. Je retourne à mon hôtel." Hunter: "Wait! Just... [Sighs as she quickly gathers her things] Fine. But I'll find you again. This isn't over." ```
created_at"2026-02-08T15:49:41.84143+00:00" 2/8/2026, 3:49:41 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1456
moderation_latency(null)
generation_time12376
tokens_prompt257
tokens_completion524
native_tokens_prompt272
native_tokens_completion555
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached271
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"
usage0.00125141
router(null)
provider_responses
0
id"a33ef11a6fb6803f67b5ab73e5fc7995"
status200
is_byokfalse
latency1456
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403"
provider_name"Novita"
model_permaslug"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
api_type"completions"
id"gen-1770565769-4pQH5DBQXXS4nN8jjEKO"
upstream_id"a33ef11a6fb6803f67b5ab73e5fc7995"
total_cost0.00125141
cache_discount0.00013279
upstream_inference_cost0
provider_name"Novita"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Non, non, non... l'objectif est de la poussière. C'est impossible d'obtenir une bonne photo comme ça."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8117578916883869
ca0.609375
it0.5614035087719298
en0.5034377387318564
es0.48124501197126895
ro0.4362532523850824
tl0.4357638888888889
nl0.3964716805942433
no0.35194416749750745
da0.3128964059196617
pt0.27455357142857145
sq0.24242424242424243
tr0.23529411764705882
yo0.22248803827751198
sv0.21780986762936222
eu0.19454770755885997
de0.18238993710691823
hu0.12985274431057564
cs0.11924119241192413
vi0.11444141689373298
et0.10591471801925723
hi0.10591471801925723
az0.08835904628330996
ms0.08835904628330996
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events around town, and I was hoping you might have seen something unusual yesterday evening near the old mill."
detectedLang"en"
heavyLang"en"
scores
en0.7937422166874222
tl0.6503957783641161
nl0.5169522420707255
fr0.5050429585356743
ro0.4895993836671803
no0.4856366459627329
da0.4844357976653697
pt0.46872493985565356
sv0.46637132501006845
ca0.4432773109243698
it0.42164993452640764
es0.3958048335613315
ms0.39220183486238525
sq0.3902439024390244
de0.375
cs0.369047619047619
hr0.3469689502217842
sk0.30446194225721784
sl0.29894179894179895
et0.2937100213219616
yo0.2806731813246471
lt0.23542989036353149
az0.22650321074138935
pl0.208955223880597
lv0.1940389294403893
is0.19009779951100245
fi0.14128321451717435
hu0.13398692810457516
tr0.13171690694626473
eu0.06624383368569416
be0.05017921146953405
uk0.045389048991354465
vi0.045389048991354465
reliabletrue
passestrue
2
name"Marie"
dialogue"Hier soir? Près du vieux moulin? Mon Dieu, j'ai vu quelque chose... quelque chose d'horrible. Un homme... il a traîné un sac dans les bois. J'étais si effrayée, je me suis cachée derrière les arbres."
detectedLang"fr"
heavyLang"fr"
scores
fr0.786919464254653
ca0.5231607629427792
es0.4703847816688284
it0.3893320039880359
pt0.3569553805774278
nl0.32245575221238937
en0.3175487465181059
no0.3031854379977247
ro0.29516685845799767
yo0.29435483870967744
da0.28404441846873174
sl0.2738589211618257
de0.2677824267782427
cs0.2452248921749846
sk0.2452248921749846
tl0.24242424242424243
lt0.2329367564182843
sq0.2202418841502228
lv0.21675191815856776
et0.21171171171171171
hr0.1876657824933687
fi0.14989590562109645
eu0.14752957550452334
pl0.13793103448275862
az0.13120567375886524
sv0.12687099073414113
vi0.1212338593974175
tr0.11616161616161616
hu0.11296162201303403
ms0.10714285714285714
hi0.059861857252494245
is0.05769230769230769
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry, I don't understand what you're saying. Do you speak English? This is important."
detectedLang"en"
heavyLang"en"
scores
en0.8131539611360238
tl0.5785569790964261
no0.5143745143745143
da0.5098039215686274
ro0.44982394366197187
sv0.43845462713387245
pt0.4202226345083488
ca0.410933081998115
it0.3961352657004831
nl0.39496611810261373
cs0.3902439024390244
pl0.35699588477366256
hr0.34623430962343094
sq0.3372216330858961
fr0.32432432432432434
sk0.31917211328976036
yo0.3131868131868132
de0.29775280898876405
tr0.2857142857142857
is0.2681498829039813
hu0.26122931442080377
es0.23965936739659366
vi0.21777221526908636
lt0.17654808959156787
sl0.1610738255033557
ms0.10329985652797705
be0.10071942446043164
az0.09156976744186046
et0.09156976744186046
lv0.09156976744186046
uk0.09156976744186046
reliabletrue
passestrue
4
name"Marie"
dialogue"Non, je ne parle pas anglais. Je suis française, je suis ici pour étudier. C'était terrifiant, l'homme était grand, il portait un manteau sombre... il a regardé dans ma direction et j'ai cru qu'il allait me voir!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8047162859248342
ca0.5817550505050505
it0.572993876893329
en0.5195794053662074
ro0.5112504610844707
es0.48821938972576284
da0.44975083056478404
sq0.44722569879015434
nl0.43230505569837185
no0.4286330314790858
sl0.4231606443186765
et0.41962330267192294
pt0.41962330267192294
tl0.3966302367941712
lt0.39248051352590557
yo0.3910845588235294
lv0.3663318986131038
de0.3564837299660029
hr0.3549172346640701
sv0.3482538121003443
cs0.3430837878036688
sk0.3430837878036688
tr0.32741116751269034
pl0.32432432432432434
ms0.3232890704800817
az0.30809399477806787
hu0.3055555555555556
fi0.21690307328605202
eu0.2003621001810501
is0.1468126207340631
vi0.10047522063815342
zh0.05492154065620542
reliabletrue
passestrue
5
name"Hunter"
dialogue"Look, I need to know what you saw. Can you write it down? Or draw it? Anything that might help."
detectedLang"en"
heavyLang"en"
scores
en0.8307692307692307
tl0.6017378711078928
yo0.40476190476190477
no0.3735763097949886
sq0.367816091954023
da0.36562860438292966
cs0.36342592592592593
et0.3483412322274882
sk0.34210526315789475
lv0.33008526187576126
pl0.32182490752157833
hr0.3167701863354037
lt0.302915082382763
fr0.289405684754522
ca0.28104575163398693
sl0.2597577388963661
it0.2537313432835821
ms0.2445054945054945
ro0.2445054945054945
tr0.2109038737446198
az0.20289855072463767
sv0.2005813953488372
de0.1185897435897436
be0.11290322580645161
hu0.1085899513776337
is0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
6
name"Marie"
dialogue"Je l'ai photographié. Regardez! J'ai pris des photos avant qu'il ne me voie. Mais... et s'il me retrouve? Et s'il sait que j'ai des preuves?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8047383493881801
ca0.5590828924162257
pt0.5075508864084044
en0.47662247034194
es0.438622754491018
ro0.40570522979397783
sl0.38271604938271603
it0.3466898954703833
nl0.3368700265251989
no0.3356953055801594
hr0.3339253996447602
sq0.30683918669131244
et0.30037313432835816
da0.2937853107344633
de0.2795389048991354
lv0.27606177606177607
cs0.23391215526046988
sk0.22760041194644695
lt0.20297555791710944
tr0.17943107221006563
fi0.17853231106243156
yo0.17853231106243156
tl0.16759156492785796
sv0.1638795986622074
pl0.10820451843043996
ms0.10071942446043164
hu0.0985576923076923
hi0.09310761789600969
reliabletrue
passestrue
7
name"Hunter"
dialogue"Okay, okay, calm down. Is that... did you take pictures? Of what you saw?"
detectedLang"en"
heavyLang"en"
scores
en0.8158863755917939
tl0.6432212028542303
nl0.504950495049505
yo0.3996569468267582
fr0.35424354243542433
is0.3408662900188324
ca0.3269230769230769
no0.3217054263565891
de0.3069306930693069
hu0.3055555555555556
ro0.3027888446215139
ms0.2222222222222222
et0.21875
lv0.19168591224018475
cs0.1822429906542056
sl0.1822429906542056
da0.17061611374407584
sv0.17061611374407584
reliabletrue
passestrue
8
name"Marie"
dialogue"Oui, oui! J'ai des photos! Mais je ne peux pas rester ici. Il pourrait revenir. Je suis si inquiète."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8180715585203152
ca0.592944369063772
it0.4991652754590985
pt0.47689625108979944
ro0.4759825327510917
sl0.4727592267135325
sq0.44547134935304994
es0.441340782122905
de0.4186046511627907
nl0.4180407371483996
lt0.4076999012833169
cs0.4065281899109792
hr0.40119760479041916
tr0.40119760479041916
en0.39455095862764883
tl0.3630573248407643
sk0.3603411513859275
no0.34065934065934067
yo0.3227990970654628
az0.3135011441647597
lv0.2797118847539016
ms0.2555831265508685
pl0.20844327176781002
da0.20634920634920634
sv0.2
hu0.19463087248322147
et0.1847826086956522
fi0.12790697674418602
hi0.1137370753323486
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hold on. Detective Hunter speaking... Yeah? Okay, I'm on my way. Look, I have to go, but this is important. Can you stay here? I'll send someone who can help translate."
detectedLang"en"
heavyLang"en"
scores
en0.8100155884645363
tl0.6415441176470588
ca0.48711204629142557
fr0.48358050847457623
da0.47125813449023857
ro0.46369636963696376
no0.4425385934819897
it0.4122965641952984
pt0.4033047735618115
pl0.38679245283018865
cs0.38330170777988615
hr0.3598161523309258
nl0.3564356435643564
es0.3521594684385382
sq0.35000000000000003
yo0.3371855880353501
sv0.3261921216309606
sk0.3050605844618674
lt0.2867593269934162
tr0.263595166163142
de0.24652241112828435
sl0.2388758782201405
et0.22062350119904073
lv0.20537897310513448
is0.18817651956702747
hu0.1847826086956522
ms0.17372881355932204
az0.1695059625212947
vi0.13410301953818826
fi0.13333333333333333
hi0.07932011331444759
be0.06698564593301436
eu0.06429942418426103
uk0.06069364161849711
reliabletrue
passestrue
10
name"Marie"
dialogue"Non, je dois partir. Je ne suis pas en sécurité ici. Je retourne à mon hôtel."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8157021747143384
pt0.5670995670995671
ca0.5412844036697247
sl0.5102840352595495
nl0.47201689545934533
hr0.4617868675995694
es0.4600431965442765
cs0.4318181818181818
yo0.40617577197149646
it0.4054696789536267
sq0.38271604938271603
da0.3757802746566792
ro0.3726474278544542
sk0.3718592964824121
lt0.3564993564993565
tr0.3514915693904021
eu0.32614555256064687
sv0.3084370677731674
no0.29676511954992973
is0.29577464788732394
en0.26793557833089315
lv0.25925925925925924
fi0.25595238095238093
pl0.24357034795764
de0.24242424242424243
ms0.23547400611620795
hu0.2248062015503876
az0.13793103448275862
tl0.13793103448275862
hi0.13494809688581316
et0.12280701754385964
reliabletrue
passestrue
11
name"Hunter"
dialogue"Wait! Just... Fine. But I'll find you again. This isn't over."
detectedLang"en"
heavyLang"en"
scores
en0.805505685218432
nl0.5075757575757576
da0.4833068362480127
tl0.4406196213425129
no0.38330170777988615
et0.2388758782201405
it0.2388758782201405
sv0.2388758782201405
fr0.21307506053268765
cs0.1935483870967742
ca0.19154228855721395
reliabletrue
passestrue