Run: 2026-02-08-01KGYXZGE75CZ69AH69J6CS3PF

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
27.5s
Cost:
$0.001111
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: [Looking through her camera's viewfinder, adjusting settings with focused concentration] Hunter: [Approaching her table, showing his badge] Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town. I understand you might have seen something unusual near the old mill yesterday? Marie: [Looking up, startled] Pardon? Je ne comprends pas. Qu'est-ce que vous voulez? Hunter: [Frowning] I said I'm investigating unusual activities. Have you seen anything strange around town? Anyone suspicious? Marie: [Eyes widening, looking troubled] J'ai vu quelque chose d'horrible. Près du moulin, il y avait un homme... il traînait quelque chose de lourd. Une couverture, peut-être. J'ai pris des photos. J'étais si effrayée, j'ai couru. Hunter: [Leaning in] Ma'am, I need you to speak English. Do you understand me? This is important. Marie: [Shaking her head, becoming more agitated] Non, non! Je ne parle pas anglais! Mais c'était terrible! J'ai vu... j'ai vu du sang sur la couverture! Je suis sûre qu'il a fait mal à quelqu'un! Hunter: [Sighing, pulling out a notepad] Look, I don't understand what you're saying. Are you a tourist? Do you have ID? Maybe someone can translate... Marie: [Tears forming in her eyes, pointing emphatically at her camera] Mes photos! Regardez mes photos! Elles montrent ce que j'ai vu! S'il vous plaît, vous devez comprendre! Hunter: [Phone rings, he answers it abruptly] Hunter here... [listens for a moment] What? Another one? Where? ...I'm on my way. [Ends call, looks back at Marie with frustration] I'm sorry, I have to go. There's been another incident. [Points to her camera] Just... stay here. Don't go anywhere. Someone will come to talk to you. Marie: [Watching him leave, calling after him] Attendez! S'il vous plaît! J'ai peur! Il y a quelqu'un d'autre? Hunter: [Already walking away, not looking back] I'll send someone! ```
created_at"2026-02-08T15:30:28.469854+00:00" 2/8/2026, 3:30:28 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1457
moderation_latency(null)
generation_time27364
tokens_prompt257
tokens_completion469
native_tokens_prompt272
native_tokens_completion491
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"
usage0.00111061
router(null)
provider_responses
0
id"e9aba0e027171b2644b32cea9923f26d"
status200
is_byokfalse
latency1457
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-1770564600-YkPojOymzE7hQWjSrp2c"
upstream_id"e9aba0e027171b2644b32cea9923f26d"
total_cost0.00111061
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"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town. I understand you might have seen something unusual near the old mill yesterday?"
detectedLang"en"
heavyLang"en"
scores
en0.7955607476635514
tl0.6160877513711152
nl0.5476087893149505
da0.5306213679034422
ro0.5231607629427792
no0.5185694635488307
sv0.5138888888888888
fr0.48730468750000006
pt0.47761194029850745
it0.47421131697546315
de0.45054945054945056
ca0.4312026002166848
es0.4081172491544532
sq0.375
cs0.3689903846153846
ms0.36555891238670696
sl0.34660858742999384
hr0.3105712409717663
sk0.29953302201467646
et0.27184466019417475
pl0.2537313432835821
yo0.2532005689900427
is0.20754716981132076
az0.20152091254752852
lt0.1935483870967742
lv0.1796875
fi0.11317567567567569
tr0.10941475826972011
be0.0625
hu0.05998209489704566
uk0.05660377358490566
vi0.05660377358490566
reliabletrue
passestrue
1
name"Marie"
dialogue"Pardon? Je ne comprends pas. Qu'est-ce que vous voulez?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8044838373305526
ca0.5915032679738562
lt0.5271122320302648
es0.5078740157480316
it0.4973190348525469
ro0.4863013698630137
cs0.4673295454545454
nl0.4509516837481699
sl0.44526627218934917
pt0.43946188340807174
hr0.43095599393019723
tl0.4212962962962963
sq0.38825448613376834
en0.3676222596964587
yo0.3029739776951673
de0.2951127819548872
sk0.27884615384615385
lv0.21548117154811713
tr0.20042643923240938
pl0.19527896995708155
fi0.19006479481641467
ms0.1830065359477124
hu0.17943107221006563
reliabletrue
passestrue
2
name"Hunter"
dialogue"I said I'm investigating unusual activities. Have you seen anything strange around town? Anyone suspicious?"
detectedLang"en"
heavyLang"en"
scores
en0.8023157300197684
tl0.635036496350365
ro0.5118549511854952
fr0.49640287769784175
da0.4894237782640409
nl0.4879297732260425
no0.45987654320987653
pt0.43820224719101125
et0.4295028524857376
ca0.42622950819672134
ms0.42434210526315785
it0.4057724957555179
sq0.40374787052810895
sv0.4022203245089668
cs0.3939393939393939
de0.38380281690140844
hr0.38162544169611307
lv0.3676603432700994
es0.360146252285192
lt0.34579439252336447
sk0.33774834437086093
is0.2768595041322314
az0.25531914893617025
sl0.23413566739606126
pl0.22566371681415928
tr0.21171171171171171
hu0.18128654970760233
fi0.15254237288135594
yo0.11054637865311309
be0.09090909090909091
uk0.08256880733944955
vi0.08256880733944955
reliabletrue
passestrue
3
name"Marie"
dialogue"J'ai vu quelque chose d'horrible. Près du moulin, il y avait un homme... il traînait quelque chose de lourd. Une couverture, peut-être. J'ai pris des photos. J'étais si effrayée, j'ai couru."
detectedLang"fr"
heavyLang"fr"
scores
fr0.798421684680048
ca0.5056794278502313
es0.47521214828048236
en0.4597701149425288
it0.3828781512605042
tl0.3526170798898072
de0.34173669467787116
pt0.309635722679201
ro0.3080094228504123
no0.28353658536585363
da0.27603203943314847
lt0.27469135802469136
yo0.25111536010197577
lv0.22442244224422445
sv0.20661715057393654
sq0.18118466898954705
nl0.16011436740528948
eu0.1528478731074261
vi0.14358600583090378
sl0.1398243045387994
tr0.13411938098747236
az0.13155949741315595
et0.12704309063893016
sk0.09476117103235748
cs0.0919629057187017
pl0.08203124999999999
hu0.07625786163522012
hr0.06819984139571769
fi0.06225059856344772
hi0.06150159744408946
ms0.050888529886914384
reliabletrue
passestrue
4
name"Hunter"
dialogue"Ma'am, I need you to speak English. Do you understand me? This is important."
detectedLang"en"
heavyLang"en"
scores
en0.8045347928068803
no0.6328928046989721
da0.6012759170653907
tl0.5987158908507223
cs0.5150339476236664
ro0.5054401582591495
nl0.4959677419354839
sv0.4939271255060729
pl0.4908350305498982
sq0.48240165631469983
hr0.47201689545934533
pt0.4686503719447397
ca0.4658119658119659
sk0.4594594594594595
yo0.4577006507592191
fr0.43883277216610556
it0.43820224719101125
sl0.39686369119420983
es0.37421777221526903
et0.3726474278544542
de0.3464052287581699
lt0.32249322493224936
is0.31412894375857336
hu0.3065187239944522
lv0.27007299270072993
vi0.258160237388724
ms0.2378048780487805
tr0.23076923076923078
fi0.13043478260869565
be0.12280701754385964
az0.11190053285968028
uk0.11190053285968028
reliabletrue
passestrue
5
name"Marie"
dialogue"Non, non! Je ne parle pas anglais! Mais c'était terrible! J'ai vu... j'ai vu du sang sur la couverture! Je suis sûre qu'il a fait mal à quelqu'un!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8092007631969472
ca0.5370370370370371
it0.5179432244242099
es0.49409780775716694
sq0.4532199270959903
en0.44717444717444715
de0.44064636420136727
sl0.43431803896920174
lt0.4289340101522843
pt0.41972920696324956
yo0.3856655290102389
hr0.37716262975778553
ro0.3754337265787648
sk0.3653032440056418
cs0.358974358974359
no0.33677229182019164
nl0.31662870159453305
da0.3060909791827294
tl0.3023255813953488
hu0.2902208201892744
vi0.2828685258964143
lv0.265905383360522
pl0.26350245499181674
tr0.25124792013311154
sv0.25
eu0.2493744787322769
fi0.1891891891891892
ms0.1891891891891892
az0.18404351767905713
et0.17355371900826447
is0.07692307692307693
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, I don't understand what you're saying. Are you a tourist? Do you have ID? Maybe someone can translate..."
detectedLang"en"
heavyLang"en"
scores
en0.8130341880341879
da0.5308310991957105
no0.5070422535211268
ro0.49567723342939485
tl0.46564885496183206
cs0.45778466305189774
hr0.452697419859265
sv0.43593875906527
pl0.42716857610474634
sk0.40978077571669475
de0.40374787052810895
pt0.3934142114384749
ca0.3783303730017762
sq0.3607305936073059
tr0.3560257589696412
it0.35064935064935066
sl0.32627526467757456
vi0.3217054263565891
nl0.3076162215628091
fr0.29929929929929927
is0.29292929292929293
es0.2907801418439716
yo0.2886178861788618
et0.2835209825997953
az0.2776057791537668
hu0.24160346695557963
lt0.2324561403508772
lv0.2222222222222222
eu0.16367980884109917
ms0.1484184914841849
be0.09090909090909091
fi0.08256880733944955
uk0.08256880733944955
reliabletrue
passestrue
7
name"Marie"
dialogue"Mes photos! Regardez mes photos! Elles montrent ce que j'ai vu! S'il vous plaît, vous devez comprendre!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7982515131136516
ca0.6472663139329806
es0.5652173913043478
en0.5256916996047432
no0.48320413436692505
ro0.48231233822260566
pt0.4755244755244755
it0.453551912568306
nl0.4180407371483996
da0.39999999999999997
tl0.3871297242083759
lt0.3119266055045872
sv0.3119266055045872
de0.2779783393501805
sq0.20948616600790515
sk0.19678714859437751
hr0.19137466307277629
hu0.17012448132780084
et0.14772727272727273
sl0.12152269399707175
hi0.1137370753323486
lv0.10581222056631893
fi0.08952959028831564
tr0.08952959028831564
yo0.08952959028831564
reliabletrue
passestrue
8
name"Hunter"
dialogue"Hunter here... What? Another one? Where? ...I'm on my way. I'm sorry, I have to go. There's been another incident. Just... stay here. Don't go anywhere. Someone will come to talk to you."
detectedLang"en"
heavyLang"en"
scores
en0.8176261829652997
tl0.575493345571363
pl0.4314689612784266
da0.4207889793362555
cs0.39384010484927917
ca0.38863185723727695
it0.3874172185430464
de0.34813248766737137
sk0.34813248766737137
hr0.3458274398868458
sq0.3458274398868458
no0.33116413593637023
et0.32629278951201746
fr0.299772899318698
yo0.2890084550345888
sv0.28736517719568566
ro0.28681572860447185
pt0.2857142857142857
es0.25583266291230894
sl0.2504051863857374
nl0.22072451558550968
lt0.19635099913119025
az0.18358340688437777
lv0.16666666666666666
fi0.13953488372093023
tr0.1223908918406072
hu0.11988582302568983
hi0.08325074331020813
be0.07035175879396985
is0.06376518218623482
uk0.06376518218623482
vi0.06376518218623482
ms0.059959349593495935
reliabletrue
passestrue
9
name"Marie"
dialogue"Attendez! S'il vous plaît! J'ai peur! Il y a quelqu'un d'autre?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8026926648096564
it0.5857699805068226
ca0.5390455531453362
es0.5277777777777778
en0.4264507422402159
de0.356060606060606
ro0.3511450381679389
tr0.34715821812596004
pt0.34615384615384615
no0.33176100628930816
pl0.33070866141732286
az0.30327868852459017
vi0.28330522765598654
hu0.2685025817555938
da0.2659758203799654
tl0.2595818815331011
nl0.2582897033158813
lv0.25569176882662
cs0.236983842010772
sk0.23423423423423423
et0.2314647377938517
sv0.2314647377938517
yo0.21875
hr0.2085661080074488
sl0.17475728155339806
lt0.16173570019723865
is0.15
sq0.1448692152917505
eu0.1414141414141414
fi0.1290983606557377
ms0.1290983606557377
reliabletrue
passestrue
10
name"Hunter"
dialogue"I'll send someone!"
detectedLang"en"
heavyLang"en"
scores
en0.7596153846153846
es0.43820224719101125
pt0.43820224719101125
reliabletrue
passestrue