Run: 2026-02-08-01KGYZ0YVZEYXNA2E217XRYMED

Run Details

Model:
Z.AI GLM 4.7
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
36.0s
Cost:
$0.005130
Provider:
Z.AI

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: "Qu'est-ce que vous voulez ? Je ne veux pas de problèmes." Hunter: "Ma'am, I'm Detective Hunter. I need to ask you a few questions about the festival yesterday. Did you see anything unusual near the orchard?" Marie: "Le verger... c'était effrayant. J'ai vu quelque chose, ou quelqu'un, se cacher derrière les arbres." Hunter: "I don't understand what you're saying. Are you in trouble? Do you need a translator?" Marie: "Je ne parle pas anglais ! Mais s'il vous plaît, écoutez-moi. Il y avait un homme. Il semblait en colère." Hunter: "A man? Okay, we're looking for a man. Was he tall? Short? Can you describe him?" Marie: "Il portait une casquette et... oh mon dieu, je l'ai vu faire tomber quelqu'un. C'était violent." Hunter: "Slow down. I can't make sense of that. Look, just point to where you were on the map. Can you do that?" Marie: "Regardez mon appareil photo ! J'ai tout pris en photo. L'image est floue, mais on voit la voiture noire." Hunter: "Camera? Right. You were taking pictures. Did you get a photo of the suspect?" Marie: "Le suspect ? Je ne sais pas. Mais j'ai peur. Je pense qu'il m'a vue." Hunter: "Hey, calm down. Nobody is going to hurt you. Just stay here and try to relax while I sort this out." Marie: "Vous ne comprenez rien ! Il faut appeler du renfort ! C'est dangereux ici !" Hunter: "I really wish you spoke English. Look, just sit tight and don't go wandering off." *(Hunter’s phone rings sharply)* Hunter: "Hunter here... Yeah? Okay, I'm on my way. No, just a misunderstanding with a witness. I'll be there in five." Marie: "Attendez ! Ne partez pas ! L'homme dans la photo... c'était le shérif !" Hunter: "I have to go. Stay safe, miss." Marie: "Mais... monsieur ?"
created_at"2026-02-08T15:48:52.774223+00:00" 2/8/2026, 3:48:52 PM
model"z-ai/glm-4.7-20251222"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1704
moderation_latency(null)
generation_time35898
tokens_prompt257
tokens_completion2173
native_tokens_prompt267
native_tokens_completion2260
native_tokens_completion_images(null)
native_tokens_reasoning1779
native_tokens_cached4
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"
usage0.00513024
router(null)
provider_responses
0
id"20260208234816e9b0770e43cd421c"
status200
is_byokfalse
latency1704
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99"
provider_name"Z.AI"
model_permaslug"z-ai/glm-4.7-20251222"
api_type"completions"
id"gen-1770565696-Sf66sXwhWUKyD9YjJCYb"
upstream_id"20260208234816e9b0770e43cd421c"
total_cost0.00513024
cache_discount0.00000196
upstream_inference_cost0
provider_name"Z.AI"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Qu'est-ce que vous voulez ? Je ne veux pas de problèmes."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8298548094373865
ca0.601063829787234
ro0.5588235294117647
nl0.5426829268292682
es0.5229007633587787
pt0.51171875
sl0.49528936742934054
sq0.49528936742934054
hr0.48910081743869205
cs0.4533527696793003
it0.4509516837481699
lt0.4204018547140649
yo0.40664556962025317
tr0.40476190476190477
hu0.39222042139384117
sk0.3718592964824121
de0.3686868686868687
da0.33745583038869253
sv0.3315508021390375
lv0.3218806509945751
no0.3194192377495462
pl0.3029739776951673
tl0.2857142857142857
ms0.2816091954022989
az0.2732558139534884
en0.2690058479532163
fi0.19006479481641467
et0.1610738255033557
eu0.15730337078651685
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am, I'm Detective Hunter. I need to ask you a few questions about the festival yesterday. Did you see anything unusual near the orchard?"
detectedLang"en"
heavyLang"en"
scores
en0.7953086966142952
tl0.5616113744075829
fr0.5344740815299446
it0.4939824945295405
ca0.48208286674132134
no0.4756235827664399
pt0.4714285714285714
nl0.46314567614625657
da0.4464392579293836
cs0.4325153374233129
sq0.4186046511627907
et0.4171392564587272
ro0.4156664560960202
es0.41120305537873963
hr0.40705128205128205
ms0.3660041124057573
sv0.3660041124057573
sl0.3616287094547964
sk0.32824981844589685
yo0.32727272727272727
pl0.3168389955686854
de0.293353705118411
lt0.28846153846153844
lv0.25583266291230894
hu0.23868312757201646
az0.21343537414965988
tr0.18213969938107868
is0.12982126058325494
vi0.12570888468809074
fi0.11988582302568983
be0.07035175879396985
eu0.07035175879396985
uk0.06376518218623482
reliabletrue
passestrue
2
name"Marie"
dialogue"Le verger... c'était effrayant. J'ai vu quelque chose, ou quelqu'un, se cacher derrière les arbres."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7971145175834085
ca0.44672131147540983
pt0.4407622203811102
es0.44029850746268656
it0.43277310924369744
nl0.40476190476190477
de0.3715083798882682
en0.3691588785046729
sl0.2694805194805195
sv0.2686890574214518
da0.26789587852494573
no0.26390403489640135
ro0.25742574257425743
yo0.25331858407079644
tl0.20306965761511217
cs0.16769420468557336
hr0.1646039603960396
sq0.1423125794155019
fi0.13127413127413126
hu0.12677878395860284
tr0.11300919842312747
az0.10119840213049268
reliabletrue
passestrue
3
name"Hunter"
dialogue"I don't understand what you're saying. Are you in trouble? Do you need a translator?"
detectedLang"en"
heavyLang"en"
scores
en0.8181818181818182
ro0.5782208588957055
tl0.5585874799357945
pl0.5502861815208503
sv0.5374264087468461
da0.5362563237774031
no0.5362563237774031
nl0.5266781411359724
cs0.5179666958808063
de0.4958753437213565
hr0.47368421052631576
sk0.46911196911196906
sl0.46808510638297873
sq0.4607843137254902
it0.45
pt0.4427558257345492
fr0.4186046511627907
et0.4117647058823529
yo0.40347071583514105
ca0.38820912124582874
vi0.3764172335600907
tr0.36046511627906974
az0.3341404358353511
ms0.3193069306930693
hu0.28848641655886154
is0.27821522309711283
lt0.27821522309711283
es0.2753623188405797
lv0.26666666666666666
eu0.19941775836972345
be0.11290322580645161
fi0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue
4
name"Marie"
dialogue"Je ne parle pas anglais ! Mais s'il vous plaît, écoutez-moi. Il y avait un homme. Il semblait en colère."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8092607208629308
ca0.559805707346691
it0.47766570605187325
es0.4661266568483063
sl0.4511733535200606
nl0.4236883942766296
ro0.39834024896265563
lt0.36846689895470386
lv0.36846689895470386
sq0.34566787003610105
cs0.33910665451230626
hr0.32369402985074625
tr0.32369402985074625
pt0.318609022556391
da0.30422264875239924
no0.28641732283464566
sk0.2828882294757666
yo0.2706237424547284
pl0.26619433198380565
en0.26321138211382117
fi0.25641025641025644
ms0.25257731958762886
et0.24400417101147026
sv0.22210300429184548
az0.2032967032967033
hu0.17048054919908467
de0.16474654377880185
is0.1559953434225844
vi0.11907654921020656
eu0.09375000000000001
reliabletrue
passestrue
5
name"Hunter"
dialogue"A man? Okay, we're looking for a man. Was he tall? Short? Can you describe him?"
detectedLang"en"
heavyLang"en"
scores
en0.8123271434215725
tl0.6074380165289256
es0.5221327967806841
no0.46206115515288787
nl0.46083995459704885
ca0.46022727272727276
pt0.4571428571428572
de0.4457409568261376
da0.43113772455089816
yo0.3933588761174968
fr0.35549525101763907
sv0.3546195652173913
ro0.33751743375174337
cs0.3065693430656934
it0.2952522255192878
lv0.2725880551301685
lt0.27035330261136714
hu0.24722662440570525
fi0.2448330683624801
tr0.2448330683624801
az0.23633440514469453
is0.2351046698872786
sk0.21487603305785125
hr0.1908006814310051
pl0.1810344827586207
sl0.1592920353982301
sq0.1316270566727605
eu0.12844036697247707
vi0.12844036697247707
et0.1171003717472119
ms0.1171003717472119
reliabletrue
passestrue
6
name"Marie"
dialogue"Il portait une casquette et... oh mon dieu, je l'ai vu faire tomber quelqu'un. C'était violent."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7872702518720218
nl0.5139968895800934
ca0.4877049180327869
it0.4747899159663866
da0.46808510638297873
en0.3961352657004831
no0.39496611810261373
de0.38241106719367585
hu0.3648373983739837
yo0.33932346723044393
ro0.3336886993603412
sl0.33011789924973206
et0.31991294885745375
sk0.3024553571428571
hr0.2724097788125727
tl0.2647058823529412
tr0.2647058823529412
cs0.24789410348977134
az0.21777221526908636
pt0.21777221526908636
pl0.20178799489144317
es0.1997439180537772
ms0.1935483870967742
sv0.17979002624671916
is0.11598302687411598
hi0.11095305832147938
sq0.10071942446043164
lv0.09156976744186046
lt0.08625730994152046
reliabletrue
passestrue
7
name"Hunter"
dialogue"Slow down. I can't make sense of that. Look, just point to where you were on the map. Can you do that?"
detectedLang"en"
heavyLang"en"
scores
en0.8312236286919831
tl0.601063829787234
pl0.52
ca0.49874686716791977
yo0.49874686716791977
fr0.48186528497409326
da0.4755244755244755
cs0.46524064171123
no0.4609164420485175
hr0.4355597365945437
sk0.4065281899109792
sq0.4041708043694141
et0.34711643090315564
pt0.3464052287581699
sv0.3464052287581699
nl0.32432432432432434
it0.3095512082853855
sl0.286563614744352
de0.2779783393501805
lv0.23566878980891717
vi0.2248062015503876
lt0.21773142112125163
ro0.21052631578947367
es0.20424403183023873
is0.20212765957446807
fi0.2
ms0.19786096256684493
tr0.19678714859437751
az0.1891891891891892
hi0.12280701754385964
be0.1044776119402985
hu0.10044977511244377
uk0.09502262443438914
reliabletrue
passestrue
8
name"Marie"
dialogue"Regardez mon appareil photo ! J'ai tout pris en photo. L'image est floue, mais on voit la voiture noire."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7973183660742127
en0.5075757575757576
ca0.46764946764946763
it0.436741767764298
fi0.4222222222222222
es0.38505203405865657
tl0.3803622497616778
ro0.3387589013224822
nl0.336734693877551
da0.32920536635706915
no0.3157894736842105
hi0.2688413948256468
yo0.268018018018018
sl0.2638731596828992
sv0.2571428571428571
hr0.2111650485436893
pt0.20828258221680876
cs0.2004920049200492
et0.19154228855721395
sq0.18648310387984982
is0.1709183673469388
tr0.14473684210526316
pl0.11444141689373298
vi0.11444141689373298
eu0.10344827586206896
sk0.10344827586206896
de0.0984743411927878
reliabletrue
passestrue
9
name"Hunter"
dialogue"Camera? Right. You were taking pictures. Did you get a photo of the suspect?"
detectedLang"en"
heavyLang"en"
scores
en0.8152936830439601
tl0.6991576413959086
fr0.6544574982722876
ro0.5511669658886894
nl0.5483288166214996
no0.4954591321897074
ca0.4897959183673469
de0.47257383966244726
yo0.452354874041621
sv0.42263279445727486
is0.40119760479041916
es0.37733499377334995
pt0.37421777221526903
cs0.3734335839598998
da0.3718592964824121
ms0.3630573248407643
it0.36143039591315457
et0.3169398907103825
sq0.3065187239944522
pl0.29676511954992973
sk0.2867332382310985
tr0.24585218702865763
sl0.24357034795764
hu0.2378048780487805
lv0.23430321592649314
fi0.2223950233281493
hr0.1830065359477124
lt0.14089347079037798
hi0.1334488734835355
az0.12280701754385964
eu0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
10
name"Marie"
dialogue"Le suspect ? Je ne sais pas. Mais j'ai peur. Je pense qu'il m'a vue."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8229305002213368
ro0.5283018867924528
nl0.5198079231692677
pt0.511002444987775
sl0.511002444987775
ca0.50920245398773
it0.49044585987261147
es0.46380697050938335
yo0.41605839416058393
hr0.4152046783625731
lt0.4020926756352765
en0.38837920489296635
sq0.3730407523510972
cs0.3640699523052464
ms0.35170178282009723
hu0.3103448275862069
tl0.3055555555555556
lv0.30313588850174217
sk0.26605504587155965
da0.24670433145009416
no0.24670433145009416
tr0.1902834008097166
pl0.18533604887983707
fi0.18032786885245902
de0.16666666666666666
et0.15074309978768577
az0.13232104121475055
sv0.13232104121475055
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hey, calm down. Nobody is going to hurt you. Just stay here and try to relax while I sort this out."
detectedLang"en"
heavyLang"en"
scores
en0.795848928206873
tl0.5077932731747333
cs0.4291151284490961
yo0.42473633748801537
da0.39759036144578314
ca0.38016528925619836
sk0.36238044633368754
pl0.35064935064935066
nl0.3492407809110629
hr0.3435448577680525
no0.3428258488499452
sv0.3325917686318131
sq0.3281075027995521
hu0.269183922046285
lv0.23566878980891717
it0.23273657289002556
es0.2227979274611399
lt0.21773142112125163
et0.21568627450980393
ro0.21052631578947367
is0.2052980132450331
fr0.2
sl0.1678224687933426
pt0.12023460410557184
be0.1044776119402985
tr0.1044776119402985
az0.09502262443438914
uk0.09502262443438914
vi0.09502262443438914
de0.08952959028831564
reliabletrue
passestrue
12
name"Marie"
dialogue"Vous ne comprenez rien ! Il faut appeler du renfort ! C'est dangereux ici !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.824269330373659
it0.5383867832847424
lt0.44509345794392524
ro0.4444444444444444
en0.4431418522860493
da0.43653618030842234
de0.4324970131421744
ca0.4297719087635054
tr0.38311688311688313
eu0.37335092348284965
no0.36241610738255037
nl0.3546195652173913
es0.3035190615835778
tl0.2601246105919003
sl0.2122719734660033
pt0.20435510887772196
az0.19491525423728812
sv0.19491525423728812
sq0.1935483870967742
hr0.19217687074829934
lv0.1782006920415225
vi0.17247386759581881
fi0.15630550621669628
cs0.14721723518850988
hu0.14721723518850988
reliabletrue
passestrue
13
name"Hunter"
dialogue"I really wish you spoke English. Look, just sit tight and don't go wandering off."
detectedLang"en"
heavyLang"en"
scores
en0.7906357061286639
tl0.5910780669144982
da0.5575221238938053
no0.5443247721623861
sv0.4364754098360656
de0.4155154091392136
pl0.4066882416396979
nl0.3982494529540482
yo0.3799323562570462
cs0.3692660550458715
ca0.3428912783751493
hr0.3325242718446602
ro0.301143583227446
ms0.28848641655886154
sk0.28104575163398693
sq0.27055702917771884
it0.25675675675675674
et0.23076923076923078
az0.1863905325443787
lt0.1863905325443787
lv0.1863905325443787
pt0.13249211356466878
es0.13112164296998421
fr0.1185897435897436
be0.11290322580645161
tr0.11290322580645161
hu0.1085899513776337
is0.10277324632952692
sl0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
14
name"Hunter"
dialogue"Hunter here... Yeah? Okay, I'm on my way. No, just a misunderstanding with a witness. I'll be there in five."
detectedLang"en"
heavyLang"en"
scores
en0.7873732417402682
tl0.5841330774152271
de0.5569188820722564
it0.48697711128650356
sv0.4698205546492659
no0.4658997534921939
nl0.46413849958779885
sk0.45515507124895216
pl0.44349315068493156
ca0.43771626297577854
da0.4227353463587922
ms0.411231884057971
cs0.41016333938294003
pt0.39422180801491147
yo0.37619961612284064
es0.34738955823293177
ro0.34343434343434337
et0.32920536635706915
sq0.3222106360792492
sl0.3179433368310598
hr0.31650893796004204
fr0.3143459915611814
lv0.29805615550755943
hu0.29577464788732394
tr0.2562929061784897
az0.2554410080183276
is0.2494226327944573
fi0.24681344148319811
lt0.22985781990521328
hi0.11444141689373298
eu0.09722222222222222
vi0.09722222222222222
reliabletrue
passestrue
15
name"Marie"
dialogue"Attendez ! Ne partez pas ! L'homme dans la photo... c'était le shérif !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8018356278681685
ca0.5957446808510638
it0.5865970409051349
es0.5401742497579864
ro0.4973544973544973
en0.4825708061002179
no0.4508670520231214
sq0.44959443800695253
da0.4358669833729216
tl0.4010088272383354
sl0.3964421855146125
lt0.3683510638297872
yo0.3649732620320856
lv0.3457300275482094
nl0.34119278779472956
hu0.3384401114206128
cs0.3290960451977401
tr0.32239657631954355
et0.30858806404657935
pt0.2770167427701674
hr0.27480916030534347
de0.26356589147286824
ms0.2448330683624801
sv0.22764227642276424
fi0.15630550621669628
vi0.15026833631484796
az0.14414414414414414
eu0.14414414414414414
hi0.1394927536231884
pl0.12844036697247707
sk0.1171003717472119
reliabletrue
passestrue
16
name"Hunter"
dialogue"I have to go. Stay safe, miss."
detectedLang"en"
heavyLang"en"
scores
en0.8269040553907022
da0.6902654867256637
pl0.6783088235294117
tl0.6601941747572816
yo0.6323529411764706
hr0.5930232558139535
no0.5920745920745921
cs0.5742092457420924
sk0.5382585751978892
lv0.5138888888888888
lt0.4883040935672514
ca0.44089456869009586
sv0.44089456869009586
sq0.4336569579288026
sl0.40878378378378377
it0.396551724137931
ro0.33962264150943394
be0.2857142857142857
tr0.2857142857142857
hu0.2768595041322314
az0.2647058823529412
et0.2647058823529412
is0.2647058823529412
uk0.2647058823529412
vi0.2647058823529412
reliabletrue
passestrue
17
name"Marie"
dialogue"Mais... monsieur ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8405103668261563
pt0.6309963099630996
reliabletrue
passestrue