Run: 2026-03-15-01KKS36MKTARTVRGEK18BD6T4E

Run Details

Model:
Z.AI GLM 5 Turbo
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
28.4s
Cost:
$0.008223
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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
Melanie: "..." Hunter: "Excuse me. You're the one with the camera near the apple orchard yesterday, right?" Melanie: "Was? Der Obstgarten? Bitte, ich... ich wollte nur Fotos machen. Von den Bäumen für das Fest." Hunter: "I'm Detective Hunter. I'm investigating a disturbance near the festival grounds. Did you see anything unusual?" Melanie: "Ein Detektiv? Oh Gott, haben sie es gefunden? Die Leiche? Ich habe nichts getan, ich schwöre!" Hunter: "Whoa, slow down. I don't understand a word you're saying. English. Do you speak English?" Melanie: "Nein! Ich bin aus Deutschland! Für das Studium! Bitte, Sie müssen verstehen. Ich habe ihn gesehen. Durch mein Objektiv." Hunter: "Germany. Great. Look, I don't speak German. Just... point to what you saw. Was it a person?" Melanie: "Ja, ein Mann! Er war so groß und er hat etwas Schleppendes gehabt. Ich dachte, es wäre ein Sack mit Äpfeln, aber dann hat es sich bewegt!" Hunter: "A man carrying something heavy. Okay, that's a start. Was he heading toward the barn?" Melanie: "Die Scheune? Nein, in den Wald! In den dunklen Wald hinter dem Feld! Er hat das Mädchen geschlagen und sie in die Bäume gezogen! Es war furchtbar!" Hunter: "I have no idea what you just said. The barn? The trees? Just nod if it was a man in a dark coat." Melanie: "Ein dunkler Mantel? Ja, genau! Bitte, Sie müssen die Bilder sehen! Ich habe alles auf der Kamera! Hier, schauen Sie!" Hunter: "Ma'am, put the camera down. I can't do anything with pictures if I don't know what the context is." Melanie: "Sie denken, ich bin verrückt! Aber die Speicherkarte beweist es! Er hat sie umgebracht, ich habe es gesehen!" Hunter: "Hold on. Detective Hunter. ... Yeah? Right by the festival grounds? I'm on my way." Melanie: "Was? Was ist los?" Hunter: "Look, stay right here. Do not leave this cafe. Don't let anyone touch that camera. I'm going to find a translator and get back to you." Melanie: "Warten Sie! Bitte gehen Sie nicht! Wo soll ich hin? Ich kenne diesen Ort nicht!"
created_at"2026-03-15T15:52:55.681Z" 3/15/2026, 3:52:55 PM
model"z-ai/glm-5-turbo-20260315"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2720
moderation_latency(null)
generation_time28263
tokens_prompt319
tokens_completion2524
native_tokens_prompt267
native_tokens_completion2497
native_tokens_completion_images(null)
native_tokens_reasoning1956
native_tokens_cached31
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"
usage0.008222912
router(null)
provider_responses
0
endpoint_id"9ce3b132-3a17-4fea-8092-0e8e519ed32b"
id"20260315235256887d3e3fb6444459"
is_byokfalse
latency2720
model_permaslug"z-ai/glm-5-turbo-20260315"
provider_name"Z.AI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.0; linux; x64))"
http_referer(null)
api_type"completions"
id"gen-1773589975-uNpQjr648zO9wvusk44f"
upstream_id"20260315235256887d3e3fb6444459"
total_cost0.008222912
cache_discount0.00002976
upstream_inference_cost0
provider_name"Z.AI"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
1
name"Hunter"
dialogue"Excuse me. You're the one with the camera near the apple orchard yesterday, right?"
detectedLang"en"
heavyLang"en"
scores
en0.7625830959164293
tl0.5602462620932278
fr0.528746465598492
nl0.5155038759689923
de0.427262313860252
es0.41383352872215706
no0.40119760479041916
it0.3909866017052376
ms0.3842364532019704
sv0.31880108991825606
sq0.3112947658402204
yo0.26578560939794427
ro0.2401215805471125
da0.2331288343558282
ca0.16943521594684383
et0.15966386554621848
pt0.14965986394557826
sl0.14965986394557826
hr0.1482112436115843
pl0.1482112436115843
fi0.13043478260869565
reliabletrue
passestrue
2
name"Melanie"
dialogue"Was? Der Obstgarten? Bitte, ich... ich wollte nur Fotos machen. Von den Bäumen für das Fest."
detectedLang"de"
heavyLang"de"
scores
de0.8188405797101449
da0.5652173913043478
nl0.5641838351822505
no0.5119787045252884
sv0.4222689075630252
pt0.41113490364025695
es0.4008714596949891
en0.35672514619883045
ca0.3381468110709988
sk0.3276283618581907
eu0.2744063324538259
ms0.25474254742547425
et0.24242424242424243
pl0.2403314917127072
fr0.22969187675070027
cs0.22644163150492264
sl0.22535211267605632
lt0.20634920634920634
tr0.20289855072463767
it0.2005813953488372
lv0.19590643274853803
yo0.13657770800627944
fi0.13249211356466878
is0.12420382165605094
tl0.12
hr0.1085899513776337
sq0.10277324632952692
az0.09688013136288999
ro0.09688013136288999
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm Detective Hunter. I'm investigating a disturbance near the festival grounds. Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7872943845717527
tl0.6644295302013423
fr0.6236828901154038
pt0.5939361126150514
ro0.5616598480420807
it0.5517035265989241
es0.5370370370370371
no0.5338719701678061
ca0.5186136071887034
sq0.508519003931848
nl0.5081967213114754
sv0.4976557267247153
hr0.4863013698630137
da0.4798890429958391
ms0.47844228094575797
de0.4747899159663866
cs0.4703389830508474
sl0.44113263785394935
et0.4398805078416729
sk0.3723849372384937
lt0.3081180811808118
az0.28977272727272724
yo0.2753623188405797
hu0.2291880781089414
is0.22118380062305293
lv0.21301154249737672
fi0.19786096256684493
pl0.1830065359477124
tr0.15349887133182843
eu0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
4
name"Melanie"
dialogue"Ein Detektiv? Oh Gott, haben sie es gefunden? Die Leiche? Ich habe nichts getan, ich schwöre!"
detectedLang"de"
heavyLang"de"
scores
de0.8088100336494342
sv0.5074862096138691
nl0.4560487380330722
es0.4444444444444444
no0.4302643573381951
tr0.4228993536472761
da0.3724899598393574
ca0.3365180467091295
is0.31768558951965065
cs0.27829099307159355
sq0.2707117852975496
pl0.2664319248826291
hu0.24789410348977134
it0.24150485436893204
eu0.19768934531450577
az0.19665809768637532
hr0.19041450777202074
sk0.16555407209612816
lv0.1610738255033557
ms0.13793103448275862
lt0.1270949720670391
en0.12342215988779803
fr0.12342215988779803
pt0.12342215988779803
yo0.12342215988779803
ro0.10329985652797705
tl0.10329985652797705
et0.0994236311239193
sl0.0994236311239193
reliabletrue
passestrue
5
name"Hunter"
dialogue"Whoa, slow down. I don't understand a word you're saying. English. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.801737160120846
no0.5308310991957105
da0.5266005410279531
cs0.5033112582781457
tl0.4852941176470589
sv0.47968285431119917
pl0.4626407369498465
hr0.45764462809917356
sk0.44620253164556967
ro0.41666666666666663
de0.38739789964994165
sq0.38089622641509435
pt0.36053593179049936
yo0.3510506798516687
ca0.3429286608260325
nl0.3208279430789133
tr0.31994818652849744
vi0.31729518855656696
it0.3137254901960784
hu0.2981283422459893
is0.28765264586160105
sl0.2857142857142857
lt0.2164179104477612
ms0.20454545454545453
az0.20212765957446807
lv0.20212765957446807
es0.2009132420091324
et0.1935483870967742
fr0.1822429906542056
be0.11764705882352942
eu0.11764705882352942
fi0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
6
name"Melanie"
dialogue"Nein! Ich bin aus Deutschland! Für das Studium! Bitte, Sie müssen verstehen. Ich habe ihn gesehen. Durch mein Objektiv."
detectedLang"de"
heavyLang"de"
scores
de0.8347390015956234
nl0.47728911319394374
no0.44359171143514964
da0.4076797385620915
en0.4057377049180328
sv0.40280065897858325
sq0.3706597222222222
az0.3153918791312559
sk0.3055555555555556
ms0.30422264875239924
pt0.2974806201550388
cs0.2913000977517107
pl0.28851815505397443
it0.28003972194637533
tr0.27860696517412936
et0.25103305785123964
ca0.24083769633507857
hr0.22707889125799574
lt0.2229367631296892
sl0.21195652173913043
fr0.210239651416122
is0.17048054919908467
lv0.15893271461716937
tl0.15893271461716937
es0.1559953434225844
ro0.15105386416861827
eu0.13690476190476192
yo0.11260709914320685
fi0.1082410824108241
hu0.0903387703889586
reliabletrue
passestrue
7
name"Hunter"
dialogue"Germany. Great. Look, I don't speak German. Just... point to what you saw. Was it a person?"
detectedLang"en"
heavyLang"en"
scores
en0.8238897396630934
tl0.6271076523994812
da0.5172124265323258
ro0.4995648389904264
sv0.484304932735426
ca0.4772727272727273
pl0.4734432234432235
sq0.4700460829493087
yo0.46808510638297873
cs0.46759259259259256
no0.45600756859035
hr0.42557442557442554
lv0.4197780020181635
it0.41742654508611954
de0.41446028513238287
fr0.413265306122449
sk0.4059917355371901
nl0.3830472103004292
lt0.35825892857142855
ms0.35825892857142855
es0.33526011560693636
et0.3329466357308584
hu0.3321718931475029
tr0.33061699650756693
pt0.32590855803048063
is0.32113341204250295
az0.31302270011947436
sl0.2684478371501272
vi0.18785310734463279
be0.10852713178294573
eu0.10852713178294573
fi0.0987460815047022
uk0.0987460815047022
reliabletrue
passestrue
8
name"Melanie"
dialogue"Ja, ein Mann! Er war so groß und er hat etwas Schleppendes gehabt. Ich dachte, es wäre ein Sack mit Äpfeln, aber dann hat es sich bewegt!"
detectedLang"de"
heavyLang"de"
scores
de0.8109532538955088
nl0.45436507936507936
no0.40390173410404623
da0.35344827586206895
is0.32926829268292684
ca0.289405684754522
sk0.27568042142230026
es0.26991150442477874
hu0.25203989120580234
lv0.22169811320754715
en0.22022684310018903
sl0.21875
et0.21428571428571427
yo0.19590643274853803
pl0.19117647058823528
fr0.16497975708502025
fi0.15644171779141106
sv0.15036045314109164
vi0.10714285714285714
lt0.09934497816593887
pt0.09934497816593887
tl0.09638554216867469
tr0.08637873754152825
sq0.08333333333333334
hr0.0802675585284281
it0.0802675585284281
ms0.0802675585284281
ro0.0802675585284281
reliabletrue
passestrue
9
name"Hunter"
dialogue"A man carrying something heavy. Okay, that's a start. Was he heading toward the barn?"
detectedLang"en"
heavyLang"en"
scores
en0.80435522286492
tl0.6349206349206349
nl0.585436193222783
no0.5385232744783306
da0.5077054794520548
sv0.4763205828779599
yo0.4606003752345216
de0.4412050534499514
es0.40290758047767394
fr0.36951754385964913
ca0.36813186813186816
ms0.35825892857142855
pt0.3546576879910213
is0.35101580135440186
pl0.339080459770115
sk0.32669789227166274
it0.31710213776722085
lv0.30806257521058966
sq0.30303030303030304
lt0.29012345679012347
cs0.26937738246505716
ro0.26376440460947503
hr0.24540682414698162
sl0.22611036339165547
hu0.213406292749658
fi0.21124828532235942
et0.17503586800573886
tr0.11809815950920245
az0.10852713178294573
eu0.10852713178294573
vi0.10852713178294573
reliabletrue
passestrue
10
name"Melanie"
dialogue"Die Scheune? Nein, in den Wald! In den dunklen Wald hinter dem Feld! Er hat das Mädchen geschlagen und sie in die Bäume gezogen! Es war furchtbar!"
detectedLang"de"
heavyLang"de"
scores
de0.8015395718065913
nl0.5875
da0.5250431778929188
sv0.472168905950096
no0.44889779559118237
en0.38016528925619836
it0.26273458445040215
ro0.2506811989100818
tl0.22169811320754715
es0.21875
pt0.2172675521821632
sl0.20520231213872833
fr0.20289855072463767
ca0.19980601357904945
pl0.19196865817825662
hu0.18719211822660098
yo0.1758241758241758
is0.16834677419354838
tr0.1424116424116424
ms0.1397288842544317
eu0.13066385669125397
lv0.12698412698412698
fi0.11953041622198506
cs0.10228509249183897
lt0.09934497816593887
az0.0924092409240924
sq0.0667420814479638
reliabletrue
passestrue
11
name"Hunter"
dialogue"I have no idea what you just said. The barn? The trees? Just nod if it was a man in a dark coat."
detectedLang"en"
heavyLang"en"
scores
en0.8156601123595506
sv0.6087928464977646
tl0.5625
ca0.5580808080808082
da0.5539507221750212
no0.5308310991957105
yo0.5179063360881543
nl0.5088868101028999
it0.470766129032258
lv0.4659206510681587
de0.46098562628336753
et0.45595854922279794
pl0.42622950819672134
ro0.4140625
sq0.4134078212290503
es0.4040862656072645
hr0.40136830102622584
cs0.375
ms0.3581907090464548
sk0.3581907090464548
pt0.3462017434620174
sl0.31729518855656696
lt0.31282722513089006
tr0.30921052631578944
hu0.2981283422459893
az0.29245283018867924
is0.2905405405405405
fr0.27083333333333337
vi0.20212765957446807
be0.11764705882352942
eu0.11764705882352942
fi0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
12
name"Melanie"
dialogue"Ein dunkler Mantel? Ja, genau! Bitte, Sie müssen die Bilder sehen! Ich habe alles auf der Kamera! Hier, schauen Sie!"
detectedLang"de"
heavyLang"de"
scores
de0.8226950354609929
nl0.5956497490239822
no0.569988137603796
da0.5463078848560701
ca0.4115259740259741
sv0.4100895036615134
et0.3855932203389831
tr0.38192668371696503
it0.3503584229390681
fi0.30019305019305015
pl0.2974806201550388
fr0.2933723196881091
es0.27716849451645065
sk0.27644710578842313
az0.2518059855521156
tl0.250258531540848
sl0.23684210526315788
eu0.23117709437963943
lv0.21536796536796535
yo0.18355855855855857
en0.1751990898748578
ms0.16281755196304848
pt0.11585365853658537
is0.1082410824108241
cs0.09600997506234414
hr0.09600997506234414
sq0.09375000000000001
ru0.09261576971214018
ro0.0903387703889586
reliabletrue
passestrue
13
name"Hunter"
dialogue"Ma'am, put the camera down. I can't do anything with pictures if I don't know what the context is."
detectedLang"en"
heavyLang"en"
scores
en0.808541973490427
tl0.5034377387318564
ca0.4500846023688663
ro0.44396920444824634
nl0.42781690140845074
sv0.4196428571428571
fr0.41912421805183203
sq0.39759036144578314
it0.3821292775665399
yo0.37619961612284064
hr0.37137330754352027
ms0.37137330754352027
no0.32432432432432434
da0.3077742279020234
pt0.3062966915688367
pl0.2927094668117519
cs0.268018018018018
es0.2554410080183276
hu0.2537313432835821
sk0.2388758782201405
vi0.2111650485436893
et0.19852034525277434
is0.19254658385093168
lv0.18341708542713567
de0.181360201511335
sl0.15584415584415584
be0.09722222222222222
tr0.09722222222222222
az0.08835904628330996
lt0.08835904628330996
uk0.08835904628330996
reliabletrue
passestrue
14
name"Melanie"
dialogue"Sie denken, ich bin verrückt! Aber die Speicherkarte beweist es! Er hat sie umgebracht, ich habe es gesehen!"
detectedLang"de"
heavyLang"de"
scores
de0.8238444193912062
nl0.5991019884541373
no0.4399641577060932
es0.3434873949579832
da0.34141201264488935
tr0.3400211193241816
it0.29537767756482525
fr0.2799539170506913
ca0.27409988385598144
pl0.2664319248826291
eu0.2568370986920333
hu0.2331288343558282
fi0.22360248447204967
sv0.21383647798742136
is0.21085858585858586
pt0.21085858585858586
ms0.20986093552465232
tl0.18407310704960833
sk0.16555407209612816
lv0.1610738255033557
ro0.14733969986357437
et0.14148351648351648
lt0.1270949720670391
az0.12342215988779803
yo0.12342215988779803
en0.10586552217453504
sq0.09682080924855492
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hold on. Detective Hunter. ... Yeah? Right by the festival grounds? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8035363457760314
tl0.6904024767801857
fr0.619482496194825
da0.5843724023275145
cs0.5242626070409134
ca0.5210727969348659
no0.5069033530571991
it0.4646680942184154
pt0.4646680942184154
ro0.4617868675995694
sk0.453551912568306
nl0.4529540481400437
sv0.451152579582876
es0.4192799070847852
sq0.4186046511627907
pl0.4165694282380397
hr0.41588785046728977
de0.3872549019607844
ms0.3872549019607844
sl0.3849938499384994
et0.3556701030927836
yo0.33862433862433866
fi0.29873772791023845
lt0.20127795527156547
az0.19093851132686085
hi0.14383561643835618
hu0.11816578483245149
lv0.11190053285968028
tr0.10554561717352416
reliabletrue
passestrue
16
name"Melanie"
dialogue"Was? Was ist los?"
detectedLang"de"
heavyLang"de"
scores
de0.8231132075471699
es0.691358024691358
en0.6666666666666666
nl0.6411483253588517
hi0.5856353591160222
tr0.5562130177514794
ca0.5398773006134969
yo0.5370370370370371
reliabletrue
passestrue
17
name"Hunter"
dialogue"Look, stay right here. Do not leave this cafe. Don't let anyone touch that camera. I'm going to find a translator and get back to you."
detectedLang"en"
heavyLang"en"
scores
en0.8203719357565511
tl0.5952380952380952
cs0.431438127090301
sl0.39544807965860596
da0.39329050678087085
pl0.3795620437956204
yo0.37361827560795874
hr0.35703479576399394
fr0.35064935064935066
ro0.3501529051987768
sk0.34965570007651114
pt0.3395493395493396
sq0.33903576982892686
no0.30725346373268136
de0.28989139515455303
it0.2892976588628763
ca0.2691315563198624
es0.2659758203799654
nl0.24511545293072823
vi0.24039320822162644
sv0.23766816143497754
lv0.23354373309287646
ms0.23076923076923078
lt0.22937443336355398
tr0.20411985018726592
et0.1771539206195547
is0.17073170731707318
hu0.1550695825049702
eu0.1388044579533941
az0.1317671092951992
fi0.06900328587075576
reliabletrue
passestrue
18
name"Melanie"
dialogue"Warten Sie! Bitte gehen Sie nicht! Wo soll ich hin? Ich kenne diesen Ort nicht!"
detectedLang"de"
heavyLang"de"
scores
de0.8329001113999257
nl0.5351239669421488
no0.45188794153471373
da0.4437577255871446
pl0.4230769230769231
sv0.36079545454545453
fi0.3515850144092219
hu0.3171471927162367
is0.31297709923664124
eu0.3066255778120185
sk0.303405572755418
yo0.2730210016155089
ms0.26229508196721313
it0.25864909390444807
fr0.20212765957446807
et0.20071047957371224
cs0.1818181818181818
lv0.13793103448275862
sl0.13793103448275862
sq0.13793103448275862
ca0.1346153846153846
es0.1346153846153846
tr0.1346153846153846
reliabletrue
passestrue