Run: 2026-04-24-01KQ028D4VXWVHADFC5H1VFPG7

Run Details

Model:
Z.AI GLM 5.1
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
11.6s
Cost:
$0.003139
Provider:
AtlasCloud

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: *regardant les photos sur son appareil photo, les mains tremblantes* Hunter: "Excuse me, ma'am. I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about what happened at the orchard two nights ago." Marie: *sursautant* "L'orchard? Je... je ne comprends pas bien. C'était horrible... le sang... ces hommes..." Hunter: "I'm sorry, I don't speak—could you slow down?" Marie: *pointant vers la fenêtre, la voix tremblante* "Les hommes... ils ont pris la femme. La femme avec les pommes! Je l'ai vue! Mon Dieu, je l'ai vue avec mon appareil!" *lève son appareil photo* Hunter: "The woman? You saw something? Wait—photos? You have photos?" Marie: *hochant la tête avec véhémence, les larmes aux yeux* "Oui! Regardez! Regardez les photos!" *fait défiler les images sur l'appareil et le tend à Hunter* Hunter: *examinant l'écran* "I can't... these are... is this the orchard? Is this a van? Ma'am, this could be evidence. I need to—" Marie: "S'il vous plaît! Aidez-la! Elle avait tellement peur!" Hunter: "Okay, okay—calm down. I'm going to help. I need to take your camera temporarily for—" *la sonnerie du téléphone de Hunter retentit* Hunter: *sortant son téléphone* "Hunter. ...When? ...I'm on my way." *ranger le téléphone et se tourner vers Marie* "I have to go. Don't leave town. I'll be back for that camera. Stay right here—comprez?" Marie: "Compris... oui, je comprends un peu. S'il vous plaît, trouve-la." Hunter: *se levant précipitamment* "Just—stay here." Marie: *murmurant* "Mon Dieu, faites qu'elle soit en vie."
created_at"2026-04-24T15:38:11.501Z" 4/24/2026, 3:38:11 PM
model"z-ai/glm-5.1-20260406"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2657
moderation_latency(null)
generation_time11463
tokens_prompt316
tokens_completion641
native_tokens_prompt267
native_tokens_completion629
native_tokens_completion_images(null)
native_tokens_reasoning165
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.00313873
router(null)
provider_responses
0
endpoint_id"7e919c5e-6c06-4182-adaf-2910d5d4b5a8"
id"7ce47749300c4ae5a2216724508fab88"
is_byokfalse
latency2657
model_permaslug"z-ai/glm-5.1-20260406"
provider_name"AtlasCloud"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777045091-4zLR2ZfRpuKyQlTonXa2"
session_id(null)
api_type"completions"
id"gen-1777045091-QhNRJUPZzGYaChirSHiq"
upstream_id"7ce47749300c4ae5a2216724508fab88"
total_cost0.00313873
cache_discount(null)
upstream_inference_cost0
provider_name"AtlasCloud"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"regardant les photos sur son appareil photo, les mains tremblantes"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7815533980582524
es0.6052631578947368
en0.5668912415784408
ca0.5440729483282675
pt0.45520581113801456
tl0.45520581113801456
it0.34497816593886466
nl0.3212669683257918
ro0.31921331316187596
az0.3171471927162367
de0.3161094224924012
tr0.3098159509202454
fi0.2694805194805195
no0.2682926829268293
lv0.26108374384236455
lt0.25742574257425743
da0.25124792013311154
sv0.23857868020304565
sl0.1818181818181818
cs0.16356877323420074
ms0.16356877323420074
hi0.14611005692599618
sq0.14448669201520914
et0.13793103448275862
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, ma'am. I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about what happened at the orchard two nights ago."
detectedLang"en"
heavyLang"en"
scores
en0.7978943410415491
tl0.650633734156646
fr0.539219888555508
no0.5106964041875285
it0.4693978282329713
ca0.45952740070387127
da0.45320447609359105
ro0.4487179487179487
sq0.4272775705913692
pt0.4186046511627907
cs0.41512513601741025
nl0.40244580322401335
hr0.382183908045977
es0.37024018746338605
sl0.35318892900120336
sv0.3457090687766281
sk0.34008594229588707
ms0.33063511830635123
pl0.3264411027568922
yo0.32304785894206545
de0.30375647668393785
et0.2946194225721785
lt0.27364864864864863
hu0.2513927576601671
lv0.24242424242424243
az0.24028268551236748
tr0.20546932742054694
fi0.17116422513492677
eu0.13236481033091202
is0.11376751854905194
vi0.11009933774834438
be0.061135371179039305
uk0.05536028119507908
reliabletrue
passestrue
2
name"Marie"
dialogue"L'orchard? Je... je ne comprends pas bien. C'était horrible... le sang... ces hommes..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7935509241053873
ca0.5430809399477807
es0.5174632352941176
it0.49567723342939485
en0.47761194029850745
sl0.4432661717921527
nl0.421806167400881
tl0.39236111111111116
ro0.38452520515826494
lt0.35424354243542433
yo0.35185185185185186
hr0.3510506798516687
sq0.3119266055045872
de0.3064729194187582
cs0.3037135278514589
eu0.2563739376770538
hu0.25531914893617025
fi0.2402315484804631
da0.22794117647058826
no0.22451994091580502
sk0.2164179104477612
pt0.18856259659969088
lv0.1640127388535032
vi0.16267942583732056
et0.1518578352180937
tr0.1518578352180937
pl0.14772727272727273
ms0.13793103448275862
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry, I don't speak—could you slow down?"
detectedLang"en"
heavyLang"en"
scores
en0.8039806996381182
tl0.5206489675516224
it0.3981481481481482
cs0.3602362204724409
no0.30851063829787234
da0.2995689655172413
hr0.2995689655172413
ca0.29805615550755943
sv0.29805615550755943
sq0.2919389978213508
pl0.2793791574279379
fr0.2562929061784897
pt0.23529411764705882
ro0.21686746987951808
yo0.2111650485436893
sk0.181360201511335
be0.17721518987341772
tr0.17721518987341772
hu0.1709183673469388
az0.16237113402061853
et0.16237113402061853
is0.16237113402061853
lt0.16237113402061853
lv0.16237113402061853
uk0.16237113402061853
vi0.16237113402061853
reliabletrue
passestrue
4
name"Marie"
dialogue"Les hommes... ils ont pris la femme. La femme avec les pommes! Je l'ai vue! Mon Dieu, je l'ai vue avec mon appareil!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8107569721115538
it0.42839951865222625
da0.42493946731234866
no0.41789215686274506
ca0.41066997518610426
es0.36666666666666664
yo0.3493150684931507
nl0.2994100294985251
et0.2952522255192878
sv0.2714723926380368
sl0.2669753086419753
fi0.2647058823529412
hr0.2647058823529412
ro0.250788643533123
en0.24603174603174602
cs0.23633440514469453
sk0.23387096774193547
pl0.1607773851590106
tl0.15026833631484796
vi0.15026833631484796
de0.14414414414414414
hi0.1410488245931284
sq0.1410488245931284
reliabletrue
passestrue
5
name"Hunter"
dialogue"The woman? You saw something? Wait—photos? You have photos?"
detectedLang"en"
heavyLang"en"
scores
en0.8222748815165876
tl0.5856353591160222
fr0.46428571428571425
ms0.460431654676259
nl0.4296577946768061
da0.42857142857142855
no0.3562231759656652
es0.34497816593886466
pt0.34497816593886466
cs0.33184855233853006
sq0.33184855233853006
yo0.2628992628992629
fi0.21052631578947367
lt0.21052631578947367
ro0.21052631578947367
sv0.20634920634920634
hi0.20424403183023873
ca0.19137466307277629
de0.19137466307277629
hr0.19137466307277629
lv0.19137466307277629
reliabletrue
passestrue
6
name"Marie"
dialogue"Oui! Regardez! Regardez les photos!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7863247863247863
ca0.6346555323590815
es0.5939675174013921
en0.5853080568720379
nl0.4942196531791907
tl0.4631901840490798
no0.34701492537313433
lt0.3137254901960784
pt0.3137254901960784
hi0.3055555555555556
it0.29718875502008035
ro0.29718875502008035
de0.2886178861788618
lv0.2886178861788618
reliabletrue
passestrue
7
name"Hunter"
dialogue"I can't... these are... is this the orchard? Is this a van? Ma'am, this could be evidence. I need to—"
detectedLang"en"
heavyLang"en"
scores
en0.8155277510426693
yo0.5650529500756429
nl0.5240066225165563
hu0.5180217937971501
tl0.5180217937971501
fr0.4973776223776224
no0.49383802816901406
cs0.47679708826205647
ca0.45445920303605314
sq0.4395711500974659
ro0.4384765625
it0.42326980942828485
sk0.4138634046890927
lv0.40904419321685515
da0.4059917355371901
es0.3960084033613445
hr0.3895966029723991
pl0.3889479277364506
lt0.38568376068376065
pt0.3817204301075269
sl0.3321718931475029
sv0.32669789227166274
et0.3154761904761905
is0.2857142857142857
tr0.27122940430925224
de0.19804741980474197
ms0.19692737430167598
az0.18785310734463279
vi0.18785310734463279
be0.10852713178294573
eu0.10852713178294573
fi0.0987460815047022
uk0.0987460815047022
reliabletrue
passestrue
8
name"Marie"
dialogue"S'il vous plaît! Aidez-la! Elle avait tellement peur!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8146186440677966
ca0.5813397129186603
en0.5302013422818792
es0.4791666666666667
ro0.4712990936555891
no0.38811188811188807
tl0.328214971209213
nl0.3137254901960784
it0.3110236220472441
yo0.3069306930693069
pt0.2985971943887776
sq0.29292929292929293
eu0.2374727668845316
tr0.21171171171171171
et0.2009132420091324
vi0.1935483870967742
de0.1764705882352941
da0.1606714628297362
pl0.1606714628297362
az0.15254237288135594
cs0.15254237288135594
hr0.15254237288135594
hu0.15254237288135594
sk0.15254237288135594
sv0.15254237288135594
reliabletrue
passestrue
9
name"Hunter"
dialogue"Okay, okay—calm down. I'm going to help. I need to take your camera temporarily for—"
detectedLang"en"
heavyLang"en"
scores
en0.7926669576604103
tl0.6028428093645485
no0.49788583509513745
ro0.49414270500532487
da0.49252136752136755
it0.47222222222222227
ca0.4626696832579186
hr0.44638694638694637
sl0.4077306733167082
pl0.4025157232704403
ms0.39413265306122447
sk0.3807040417209909
sv0.370026525198939
es0.343015214384509
pt0.34027777777777785
cs0.3319268635724332
lt0.32239657631954355
yo0.32045779685264664
fr0.3185078909612626
sq0.3004418262150221
et0.2983751846381093
lv0.2803030303030303
nl0.22131147540983606
de0.21617161716171615
az0.20435510887772196
be0.12844036697247707
tr0.12844036697247707
hu0.12361623616236161
is0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
10
name"Hunter"
dialogue"I have to go. Don't leave town. I'll be back for that camera. Stay right here—comprez?"
detectedLang"en"
heavyLang"en"
scores
en0.8141263940520446
tl0.6209510682288077
da0.5311167945439046
no0.46911196911196906
yo0.46859903381642515
it0.416135881104034
pl0.4015233949945593
ca0.39956331877729256
ro0.39560439560439564
lt0.3365500603136309
fr0.3309002433090025
hr0.3167701863354037
cs0.3002544529262086
sq0.298469387755102
es0.2857142857142857
sv0.2857142857142857
pt0.2744063324538259
sk0.27055702917771884
lv0.25170068027210885
hu0.2506811989100818
nl0.2329149232914923
de0.20977011494252876
sl0.18032786885245902
ms0.11575562700964631
be0.11290322580645161
tr0.11290322580645161
az0.10277324632952692
et0.10277324632952692
is0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
11
name"Marie"
dialogue"Compris... oui, je comprends un peu. S'il vous plaît, trouve-la."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8166259168704157
ca0.6672582076308785
es0.5870044052863436
it0.5791245791245792
ro0.5265151515151516
yo0.49048913043478265
en0.44113263785394935
nl0.44029850746268656
tl0.40191387559808617
pt0.3842364532019704
sl0.31569343065693434
hr0.3131868131868132
lv0.3081180811808118
no0.30167597765363136
de0.2951127819548872
cs0.2816091954022989
sk0.27884615384615385
pl0.19527896995708155
da0.19006479481641467
lt0.18655097613882862
vi0.1830065359477124
sq0.17218543046357618
reliabletrue
passestrue
12
name"Hunter"
dialogue"Just—stay here."
detectedLang"en"
heavyLang"en"
scores
en0.8222748815165876
et0.576271186440678
sv0.576271186440678
sq0.5714285714285714
ca0.506578947368421
reliabletrue
passestrue
13
name"Marie"
dialogue"Mon Dieu, faites qu'elle soit en vie."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8294162244124338
da0.593128390596745
no0.5171673819742489
es0.5076586433260394
ca0.5054945054945055
fi0.4742990654205608
et0.4617224880382775
en0.44717444717444715
de0.4444444444444444
nl0.40476190476190477
sv0.3967828418230563
is0.3732590529247911
it0.3715083798882682
tr0.3283582089552239
sk0.30769230769230765
tl0.281150159744409
hi0.25742574257425743
eu0.25
sl0.25
lt0.24242424242424243
pt0.24242424242424243
reliabletrue
passestrue