Run: 2026-02-08-01KGYZDYH8PYV8EX3PMC8RERNW

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
12.2s
Cost:
$0.001221
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... pas encore cette erreur. L'objectif est parfaitement propre." Hunter: "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events around town and was hoping you might have seen something unusual yesterday afternoon near the park." Marie: "[Looking up, startled] Quoi? Qui êtes-vous? Je ne comprends pas. J'étudie ici, je ne veux pas de problèmes." Hunter: "I'm sorry, I don't understand what you're saying. Do you speak English? I just need to ask you a few questions." Marie: "[Shaking her head, looking troubled] Non... je ne parle pas anglais. Je suis française. Je suis juste ici pour étudier. Je ne sais rien de ce dont vous parlez." Hunter: "Are you a student? At the college? [Points in the direction of the college] Did you happen to be at the park yesterday around 4 PM? Maybe you saw something with that camera of yours?" Marie: "[Eyes widening, looking more shaken] Le parc? Oui, j'étais là pour prendre des photos. Le coucher du soleil sur les arbres... mais j'ai vu quelque chose. Quelque chose de terrible. Un homme... il traînait quelque chose de grand dans le bois. Une couverture peut-être? Je ne sais pas, mais j'ai eu peur. Je suis partie immédiatement." Hunter: "[Frustrated sigh] Look, I can see you're upset about something. If you've seen something important, you need to tell me. Can you write it down? Draw a picture? Anything?" Marie: "[Tears forming in her eyes] Je veux aider, mais je ne peux pas vous expliquer! Vous ne comprenez pas! J'ai vu quelque chose d'horrible et maintenant j'ai peur. J'ai peur de cet homme. J'ai peur pour moi." Hunter: "[Phone rings, he answers it] Hunter here... [listens for a moment] Right. I'm on my way. [Ends call and looks back at Marie] Look, I have to go. If you remember anything else, or if you can find someone to translate for you, please come to the police station. It's important." Marie: "[Watching him leave, whispering to herself] Mais attendez! Je ne peux pas rester seule avec ce que j'ai vu... S'il vous plaît..." ```
created_at"2026-02-08T15:55:34.627568+00:00" 2/8/2026, 3:55:34 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1443
moderation_latency(null)
generation_time12164
tokens_prompt257
tokens_completion514
native_tokens_prompt272
native_tokens_completion541
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"
usage0.00122061
router(null)
provider_responses
0
id"2f0f6b75ed050c092050f4b64dfb526f"
status200
is_byokfalse
latency1443
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-1770566122-C7zQlVxP0kybLiFApFNY"
upstream_id"2f0f6b75ed050c092050f4b64dfb526f"
total_cost0.00122061
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... pas encore cette erreur. L'objectif est parfaitement propre."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8142798184069335
en0.5322245322245323
ca0.5202558635394456
it0.5202558635394456
sq0.4779582366589328
da0.40318302387267907
eu0.3935309973045822
no0.3697478991596639
ro0.3679775280898876
pt0.36619718309859156
de0.3635077793493635
nl0.35988620199146515
es0.3571428571428572
tl0.32432432432432434
sv0.29906542056074764
hu0.2879746835443038
pl0.22945205479452058
cs0.22813036020583194
hr0.22813036020583194
sk0.21328671328671328
lt0.16820702402957485
ms0.15730337078651685
tr0.15413533834586465
az0.12280701754385964
yo0.12280701754385964
et0.11591355599214145
sl0.11591355599214145
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 was hoping you might have seen something unusual yesterday afternoon near the park."
detectedLang"en"
heavyLang"en"
scores
en0.7914699401951527
tl0.6571798188874515
nl0.511070110701107
fr0.5050429585356743
pt0.4844357976653697
ro0.471268954509178
da0.44722569879015434
no0.4469949916527546
es0.41604230938739534
ca0.40900981266726133
sv0.400181077410593
ms0.39220183486238525
it0.3910845588235294
de0.375
sq0.3501716527709662
cs0.33583959899749377
sk0.30591932949188055
hr0.29894179894179895
sl0.29894179894179895
et0.26916712630998346
yo0.24501424501424504
lt0.20658682634730538
az0.19696969696969696
lv0.16192283364958887
pl0.14460942543576502
fi0.14128321451717435
hu0.09432672590567327
is0.09432672590567327
tr0.08997252747252747
eu0.06624383368569416
reliabletrue
passestrue
2
name"Marie"
dialogue"Quoi? Qui êtes-vous? Je ne comprends pas. J'étudie ici, je ne veux pas de problèmes."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8087954110898662
ca0.5815899581589958
nl0.5511669658886894
it0.5164410058027079
ro0.47145877378435525
es0.4669509594882729
cs0.4375703037120359
de0.4279176201372997
sl0.423963133640553
sq0.423963133640553
hr0.41792782305005816
lt0.4172494172494172
en0.41588785046728977
pt0.40688018979833923
tl0.38875305623471884
yo0.3394980184940555
tr0.33774834437086093
hu0.32614555256064687
sk0.30747922437673125
da0.27641099855282203
sv0.2711370262390671
lv0.2625368731563422
no0.26035502958579887
pl0.24585218702865763
ms0.22720247295208654
az0.21996879875195008
fi0.14965986394557826
et0.12587412587412586
eu0.12280701754385964
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry, I don't understand what you're saying. Do you speak English? I just need to ask you a few questions."
detectedLang"en"
heavyLang"en"
scores
en0.8152866242038217
tl0.5208195637805685
no0.49229691876750703
da0.4869072894550602
cs0.47766570605187325
pl0.4474085365853659
sv0.4469870327993897
pt0.44015444015444016
it0.43972179289026275
hr0.43535825545171336
sk0.43359374999999994
ca0.40476190476190477
fr0.3907563025210084
yo0.36736474694589877
ro0.34090909090909094
et0.33608058608058605
nl0.32432432432432434
de0.3140964995269631
sl0.31344696969696967
sq0.308206106870229
lv0.2602040816326531
lt0.25564681724846
tr0.25411522633744854
vi0.2518059855521156
hu0.2352320675105485
is0.22625400213447172
es0.2229367631296892
ms0.1569767441860465
az0.15501165501165504
be0.0880503144654088
eu0.0880503144654088
fi0.0799492385786802
uk0.0799492385786802
reliabletrue
passestrue
4
name"Marie"
dialogue"Non... je ne parle pas anglais. Je suis française. Je suis juste ici pour étudier. Je ne sais rien de ce dont vous parlez."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8102743724460012
ca0.5272727272727272
ro0.5075757575757576
it0.4881889763779528
sl0.47833065810593905
nl0.46677604593929445
pt0.4472789115646259
sq0.44491887275832626
en0.4328097731239092
es0.4074749316317229
cs0.40476190476190477
hr0.39478584729981375
lt0.39422180801491147
da0.3803622497616778
no0.36954413191076624
sv0.367704280155642
sk0.3551587301587301
de0.3493493493493494
yo0.3414387031408308
ms0.34077079107505076
et0.336734693877551
hu0.3271221532091097
lv0.32642487046632124
tr0.3257261410788381
eu0.32150313152400833
pl0.25968109339407747
tl0.24330616996507565
az0.2316784869976359
fi0.11924119241192413
is0.08321579689703808
reliabletrue
passestrue
5
name"Hunter"
dialogue"Are you a student? At the college? Did you happen to be at the park yesterday around 4 PM? Maybe you saw something with that camera of yours?"
detectedLang"en"
heavyLang"en"
scores
en0.8205615368376611
tl0.6593186372745492
nl0.5347564313081554
no0.5232753785754347
fr0.4370860927152318
ro0.4370860927152318
yo0.43633952254641906
da0.4310575635876841
ms0.3906810035842294
de0.379108838568298
cs0.3623405851462866
it0.34965570007651114
sv0.34965570007651114
hu0.3338557993730407
ca0.3156199677938808
sk0.3150684931506849
pl0.30725346373268136
lt0.30213464696223313
es0.26660914581535805
hr0.26406926406926406
pt0.256993006993007
sq0.2537313432835821
sl0.2410714285714286
lv0.23561151079136694
is0.16173570019723865
az0.1457286432160804
et0.1353001017293998
hi0.09766454352441614
tr0.08306364617044228
eu0.07608695652173912
vi0.07608695652173912
fi0.06900328587075576
reliabletrue
passestrue
6
name"Marie"
dialogue"Le parc? Oui, j'étais là pour prendre des photos. Le coucher du soleil sur les arbres... mais j'ai vu quelque chose. Quelque chose de terrible. Un homme... il traînait quelque chose de grand dans le bois. Une couverture peut-être? Je ne sais pas, mais j'ai eu peur. Je suis partie immédiatement."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8164256665160416
ca0.5651592186245652
en0.4658119658119659
es0.45688502673796794
it0.44859178825924667
de0.4463373083475298
pt0.4337979094076655
da0.40909090909090906
ro0.40519765739385066
no0.39948263118994826
nl0.38353566009104706
yo0.3602362204724409
sl0.3481748896911352
tl0.3391622610817405
sv0.3378158109209454
hr0.326285240464345
lt0.30377035132819197
sq0.282560706401766
hu0.24698795180722888
lv0.24065420560747666
cs0.22985781990521328
sk0.2247137404580153
tr0.2030407062285434
az0.1911398705823793
et0.18668668668668667
pl0.1801210898082745
fi0.1540864133263925
eu0.15232133541992698
vi0.13609782030834663
ms0.11780673181324648
hi0.04524089306698002
reliabletrue
passestrue
7
name"Hunter"
dialogue"Look, I can see you're upset about something. If you've seen something important, you need to tell me. Can you write it down? Draw a picture? Anything?"
detectedLang"en"
heavyLang"en"
scores
en0.8076923076923077
tl0.5422724824986538
fr0.4487678339818417
sq0.44371727748691103
it0.4418910045961917
ro0.44078947368421056
ca0.43295530353569045
et0.4225543478260869
no0.3941553813257306
es0.37454010301692425
pt0.37176644493717664
yo0.3656716417910448
da0.34765924788948577
hr0.34765924788948577
sl0.3466564181398924
cs0.3441358024691358
sk0.3285939968404423
lt0.3156199677938808
sv0.30213464696223313
pl0.30098684210526316
lv0.2863140218303946
tr0.26343154246100525
fi0.222323879231473
ms0.20930232558139533
nl0.20930232558139533
hu0.20782851817334574
az0.19811320754716982
de0.13967611336032387
is0.13967611336032387
vi0.1353001017293998
be0.07608695652173912
eu0.07608695652173912
uk0.06900328587075576
reliabletrue
passestrue
8
name"Marie"
dialogue"Je veux aider, mais je ne peux pas vous expliquer! Vous ne comprenez pas! J'ai vu quelque chose d'horrible et maintenant j'ai peur. J'ai peur de cet homme. J'ai peur pour moi."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8236598145908908
ca0.5744163424124513
en0.5189664650907091
nl0.4387427838357922
es0.4336569579288026
pt0.4321868916288125
ro0.40476190476190477
no0.36084733382030676
it0.3566176470588235
tl0.3484735666418466
da0.34358589647411847
de0.33962264150943394
et0.3137254901960784
lt0.3
sl0.25595238095238093
sq0.25595238095238093
hr0.2450388265746333
sv0.23043095866314864
tr0.2297535211267606
yo0.22703180212014135
fi0.22497785651018598
cs0.20742753623188404
eu0.19429097605893186
lv0.17917448405253283
hu0.1698292220113852
ms0.14383561643835618
sk0.14215686274509806
az0.13108242303872888
pl0.09420289855072464
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hunter here... Right. I'm on my way. Look, I have to go. If you remember anything else, or if you can find someone to translate for you, please come to the police station. It's important."
detectedLang"en"
heavyLang"en"
scores
en0.8238308776425368
tl0.6559274319674695
da0.5801526717557252
no0.5515695067264574
fr0.5348837209302325
ro0.461839530332681
it0.46131243878550443
sv0.4586614173228346
yo0.45054945054945056
ca0.4264859228362878
cs0.41458222458754657
sk0.4123931623931624
pl0.41050375133976424
sq0.40828402366863903
hr0.39293598233995586
nl0.3888888888888889
de0.37286202964652226
sl0.34988179669030733
ms0.3483412322274882
pt0.3428912783751493
et0.31335830212234705
tr0.3037974683544304
lt0.29802169751116786
es0.2796332678454486
lv0.26861702127659576
az0.23451635351426586
hu0.2248062015503876
fi0.2231638418079096
is0.16476841305998483
eu0.12767644726407612
vi0.12070343725019984
hi0.07094594594594594
zh0.06542056074766354
be0.05982905982905983
uk0.05417024935511608
reliabletrue
passestrue
10
name"Marie"
dialogue"Mais attendez! Je ne peux pas rester seule avec ce que j'ai vu... S'il vous plaît..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.819525610175318
ca0.5879120879120879
pt0.5147874306839186
it0.47864945382323737
es0.47657028913260224
nl0.45482866043613707
sl0.4485294117647059
hr0.4336569579288026
ro0.41275167785234906
sq0.4040862656072645
en0.38307873090481787
de0.37200956937799046
no0.3597560975609756
cs0.3574051407588739
tr0.34863523573200994
lt0.3320610687022901
da0.3119266055045872
lv0.3119266055045872
sk0.2905405405405405
sv0.2905405405405405
ms0.2818057455540356
tl0.27884615384615385
et0.2768595041322314
yo0.2369186046511628
pl0.23133235724743775
hu0.2164179104477612
fi0.1435562805872757
az0.10102739726027396
reliabletrue
passestrue