Run: 2026-02-11-01KH7GVKQ369CSZEH16RG41V45

Run Details

Model:
Z.AI GLM 5
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
43.8s
Cost:
$0.007051
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="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:** (Murmuring to herself, scrolling through photos on the camera screen) "Nein, das kann nicht sein... das Licht war falsch... Moment mal, was ist das da im Hintergrund?" **Hunter:** (Approaching the table, pulling out a badge) "Excuse me, ma'am. I'm Detective Hunter. I'm sorry to interrupt, but I need to ask you a few questions about yesterday evening. Were you near the old orchard around sunset?" **Melanie:** (Looks up, eyes widening, clutching the camera to her chest) "Entschuldigung? Ich... ich verstehe nicht. Wollen Sie mein Foto sehen? Ich habe nichts getan." **Hunter:** "The orchard. Yesterday. We have witnesses saying a tourist was taking pictures near the perimeter. Did you see anyone acting suspicious? Maybe someone lurking around the fence line?" **Melanie:** (Face pales, hands trembling slightly) "Ich... ich weiß nicht, was Sie sagen. Bitte, ich spreche kein Englisch. Ich habe nur Fotos gemacht. Es war so ruhig... aber dann..." (Voice shakes) "...ich habe Schreie gehört. Im Wald. Ich hatte Angst!" **Hunter:** "Ma'am, I need you to calm down. I can't understand a word you're saying. Are you telling me you saw something? Did you see the girl?" **Melanie:** (Shaking her head rapidly, tears welling up) "Das Mädchen? Nein! Ich habe niemanden gesehen. Nur Schatten. Bitte, ich will nur nach Hause. Mein Englisch ist sehr schlecht. Ich verstehe 'Police'... bin ich in Schwierigkeiten?" **Hunter:** (Lets out a frustrated sigh, pinching the bridge of his nose) "Okay, okay. You don't speak English. That complicates things. Listen, I'm going to need you to stay in town. Don't leave Alborn. Do you understand? Stay. Here." **Melanie:** (Confused, looking at his hand gestures) "Hier bleiben? Warum? Ich habe nichts falsch gemacht. Ich bin nur Studentin. Sehen Sie?" (She nervously holds up her student ID card) "Deutschland. Ich bin Studentin." **Hunter:** (Phone rings sharply, interrupting him) "Hold that thought." (Answers phone) "Hunter. ... What? ... When? ... Damn it. Is the perimeter secured? ... I'm on my way. Don't let anyone touch the evidence until I get there." **Melanie:** (Startled by his tone, shrinking back) "Was ist los? Was passiert?" **Hunter:** (Standing up quickly, holstering his phone) "I have to go. Stay here. Don't leave town. I'll find a translator." (Points to the table) "Stay." **Melanie:** (Watching him turn to leave, speaking softly in German) "Warten Sie! Was ist passiert? Sagen Sie es mir!" **Hunter:** (Rushing out the door) "Just stay there!"
created_at"2026-02-11T23:34:35.45934+00:00" 2/11/2026, 11:34:35 PM
model"z-ai/glm-5-20260211"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1028
moderation_latency(null)
generation_time43694
tokens_prompt319
tokens_completion2150
native_tokens_prompt267
native_tokens_completion2120
native_tokens_completion_images(null)
native_tokens_reasoning1495
native_tokens_cached0
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"
usage0.007051
router(null)
provider_responses
0
id"81f2789a5de13b47e792a99618520fdf"
status200
is_byokfalse
latency1027
endpoint_id"898a8e6d-04a4-48c0-8457-36690a68782b"
provider_name"Novita"
model_permaslug"z-ai/glm-5-20260211"
api_type"completions"
id"gen-1770852830-5P4nZjyQZ3otDnTXk7Xp"
upstream_id"81f2789a5de13b47e792a99618520fdf"
total_cost0.007051
cache_discount(null)
upstream_inference_cost0
provider_name"Novita"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"Nein, das kann nicht sein... das Licht war falsch... Moment mal, was ist das da im Hintergrund?"
detectedLang"de"
heavyLang"de"
scores
de0.8262164846077458
nl0.5426829268292682
pt0.49904580152671757
da0.4852941176470589
en0.45652173913043476
fr0.4312026002166848
ro0.42560175054704596
ca0.40273037542662116
sk0.39236111111111116
no0.3794326241134752
es0.3689903846153846
pl0.36363636363636365
hr0.3502475247524753
it0.3371212121212121
tr0.3371212121212121
sv0.308300395256917
cs0.3027888446215139
yo0.3
sq0.2866847826086956
az0.2435158501440922
tl0.2222222222222222
eu0.19106317411402157
sl0.1898148148148148
fi0.1758241758241758
hi0.16798732171156894
is0.12935323383084577
hu0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, ma'am. I'm Detective Hunter. I'm sorry to interrupt, but I need to ask you a few questions about yesterday evening. Were you near the old orchard around sunset?"
detectedLang"en"
heavyLang"en"
scores
en0.7817460317460317
tl0.5875515560554931
fr0.5115452930728241
no0.5031616982836495
it0.49144706426259827
nl0.4703899855560905
da0.4649805447470817
pt0.45598417408506425
ca0.40476190476190477
ro0.3972602739726027
sv0.38854919399666477
sq0.377123442808607
es0.37570942111237227
cs0.35103244837758113
hr0.3197278911564626
sl0.3146417445482866
de0.2998090388287715
yo0.29032258064516125
pl0.289405684754522
et0.28104575163398693
sk0.271040424121935
ms0.24190213645761546
lv0.2366412213740458
lt0.2286115007012623
hu0.21033740129217515
tr0.20174165457184323
is0.18397626112759644
az0.15384615384615385
vi0.15123456790123457
eu0.12140575079872205
fi0.11147011308562196
be0.05982905982905983
uk0.05417024935511608
reliabletrue
passestrue
2
name"Melanie"
dialogue"Entschuldigung? Ich... ich verstehe nicht. Wollen Sie mein Foto sehen? Ich habe nichts getan."
detectedLang"de"
heavyLang"de"
scores
de0.8307692307692307
nl0.5746326372776489
pl0.34523809523809523
eu0.32844932844932845
no0.3055555555555556
ms0.27821522309711283
sk0.26568758344459276
fi0.233983286908078
hu0.23184357541899442
sv0.23076923076923078
cs0.22425952045133993
da0.22096317280453256
hr0.19941775836972345
it0.19708029197080293
en0.19590643274853803
sq0.19117647058823528
es0.18154761904761904
pt0.18154761904761904
ro0.18154761904761904
ca0.17664670658682635
lt0.12280701754385964
sl0.12280701754385964
is0.1085899513776337
fr0.10277324632952692
lv0.10277324632952692
az0.09688013136288999
et0.09688013136288999
reliabletrue
passestrue
3
name"Hunter"
dialogue"The orchard. Yesterday. We have witnesses saying a tourist was taking pictures near the perimeter. Did you see anyone acting suspicious? Maybe someone lurking around the fence line?"
detectedLang"en"
heavyLang"en"
scores
en0.7891069136255272
tl0.6075085324232082
nl0.5147679324894515
fr0.5
pt0.4138634046890927
de0.4087403598971723
no0.4053774560496381
ro0.3770314192849404
ca0.3532058492688414
et0.3480725623582766
sv0.3394600804135554
da0.33679354094579006
es0.30681133212778783
ms0.28438083385189794
tr0.28125
sq0.2703045685279188
yo0.2483660130718954
cs0.24441524310118265
sl0.24192485168094924
it0.22870556673373574
pl0.2144808743169399
hr0.21124828532235942
fi0.20689655172413793
is0.20634920634920634
lv0.19524142757172847
sk0.18899858956276447
hu0.17503586800573886
lt0.10921766072811773
az0.05737704918032788
eu0.05737704918032788
vi0.05737704918032788
reliabletrue
passestrue
4
name"Melanie"
dialogue"...ich habe Schreie gehört. Im Wald. Ich hatte Angst!"
detectedLang"de"
heavyLang"de"
scores
de0.8136645962732918
nl0.5106035889070147
no0.4791666666666667
sk0.4296577946768061
pl0.4152046783625731
sv0.3839835728952772
tr0.3697478991596639
da0.3644067796610169
hr0.2537313432835821
fr0.21875
tl0.20634920634920634
it0.2
reliabletrue
passestrue
5
name"Hunter"
dialogue"Ma'am, I need you to calm down. I can't understand a word you're saying. Are you telling me you saw something? Did you see the girl?"
detectedLang"en"
heavyLang"en"
scores
en0.8102815177478581
no0.5419621749408984
tl0.5392390011890607
da0.509493670886076
et0.4436468054558506
sv0.4318181818181818
nl0.4074923547400612
cs0.40613026819923376
ms0.39310884886452624
ro0.367862969004894
yo0.3673469387755102
pl0.3642329778506973
sq0.35791217895608946
sk0.3530884808013356
fr0.32550043516100957
hr0.3213660245183888
de0.30617726051924804
it0.2922374429223744
es0.28702851885924563
pt0.28307123034227566
sl0.2783985102420857
ca0.2612011439466158
lv0.2475728155339806
lt0.24316406250000003
tr0.24168297455968688
hu0.22344689378757512
is0.21479229989868287
fi0.15115005476451257
az0.14647577092511013
vi0.14647577092511013
be0.08284023668639054
eu0.08284023668639054
uk0.07517899761336516
reliabletrue
passestrue
6
name"Melanie"
dialogue"Das Mädchen? Nein! Ich habe niemanden gesehen. Nur Schatten. Bitte, ich will nur nach Hause. Mein Englisch ist sehr schlecht. Ich verstehe 'Police'... bin ich in Schwierigkeiten?"
detectedLang"de"
heavyLang"de"
scores
de0.8165529010238908
nl0.5546810273405137
sv0.4551444500760264
no0.4348054679284963
en0.42513368983957217
da0.36465721040189125
fi0.33805418719211827
it0.2987606001304631
pl0.28141711229946526
fr0.27019687712152074
tr0.2586206896551724
ro0.2503486750348675
ms0.2375886524822695
pt0.21875
tl0.19596110695587135
eu0.1831306990881459
is0.17938931297709923
sl0.1730769230769231
sq0.16924265842349304
es0.16602017067494182
et0.15752351097178685
sk0.15354330708661418
cs0.15086887835703003
hu0.14068745003996802
hr0.12387938060309699
az0.11740558292282431
ca0.10788381742738588
hi0.08975444538526672
yo0.07566638005159072
lt0.06684027777777778
reliabletrue
passestrue
7
name"Hunter"
dialogue"Okay, okay. You don't speak English. That complicates things. Listen, I'm going to need you to stay in town. Don't leave Alborn. Do you understand? Stay. Here."
detectedLang"en"
heavyLang"en"
scores
en0.8014018691588785
tl0.5283018867924528
nl0.48391013964784463
de0.4766009852216749
no0.46473551637279603
da0.4589433481858689
sv0.42450914014895064
ro0.3871665465032444
pl0.37361827560795874
cs0.3651979088872293
pt0.36377245508982037
sl0.34815950920245403
it0.3275316455696203
sk0.3264659270998415
hr0.31062449310624496
yo0.3055555555555556
fr0.2796610169491525
es0.27905004240882103
ca0.247787610619469
sq0.247787610619469
et0.2194674012855831
is0.2144177449168207
lv0.19659735349716445
fi0.18111753371868977
ms0.1474423269809428
eu0.12099276111685627
vi0.11550468262226847
lt0.1090146750524109
az0.08993576017130622
hu0.08602150537634409
tr0.07306434023991276
reliabletrue
passestrue
8
name"Melanie"
dialogue"Deutschland. Ich bin Studentin."
detectedLang"de"
heavyLang"de"
scores
de0.8184019370460047
nl0.6113989637305699
sk0.5770676691729324
sq0.5681381957773513
en0.5192307692307693
no0.5171673819742489
sv0.512987012987013
ro0.49324324324324326
da0.49209932279909707
it0.47674418604651164
pl0.44717444717444715
ms0.43037974683544306
ca0.4201030927835051
cs0.3869209809264305
hr0.3835616438356164
lt0.3784530386740331
lv0.3784530386740331
tl0.3784530386740331
fr0.3515850144092219
fi0.2902208201892744
yo0.2902208201892744
tr0.281150159744409
az0.27652733118971057
is0.267100977198697
pt0.22945205479452058
es0.21875
sl0.2077464788732394
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hunter. ... What? ... When? ... Damn it. Is the perimeter secured? ... I'm on my way. Don't let anyone touch the evidence until I get there."
detectedLang"en"
heavyLang"en"
scores
en0.8126702997275205
tl0.4990892531876139
sq0.4368600682593857
no0.43142660234321156
fr0.42867036011080334
cs0.39293598233995586
yo0.39204126750184226
nl0.38752783964365256
da0.3870728083209509
ca0.3838685586258402
pt0.3668457405986186
es0.3539545810493344
sv0.34936908517350157
et0.3462757527733756
ro0.32210353327855384
sk0.31077694235588976
lv0.298469387755102
de0.2954739538855679
it0.28694900605012963
tr0.27695004382120947
pl0.26796805678793256
sl0.26666666666666666
ms0.2600896860986547
hr0.25742574257425743
is0.23611111111111113
hu0.2112810707456979
fi0.21052631578947367
lt0.12882787750791974
hi0.0924092409240924
be0.0782122905027933
az0.07094594594594594
uk0.07094594594594594
vi0.07094594594594594
reliabletrue
passestrue
10
name"Melanie"
dialogue"Was ist los? Was passiert?"
detectedLang"de"
heavyLang"de"
scores
de0.8271889400921658
en0.6073298429319371
nl0.5786516853932584
ca0.5702005730659025
it0.5702005730659025
no0.5426829268292682
es0.5283018867924528
hi0.4140625
pt0.4094488188976378
fr0.3951612903225807
tr0.38524590163934425
yo0.3670886075949367
da0.35344827586206895
sv0.34210526315789475
et0.3023255813953488
is0.3023255813953488
ms0.3023255813953488
reliabletrue
passestrue
11
name"Hunter"
dialogue"Stay."
detectedLang"en"
heavyLang"en"
scores
en0.8076923076923077
reliablefalse
passestrue
12
name"Melanie"
dialogue"Warten Sie! Was ist passiert? Sagen Sie es mir!"
detectedLang"de"
heavyLang"de"
scores
de0.8345284059569774
nl0.5768688293370945
da0.5555555555555556
no0.5535714285714286
ca0.5222929936305732
es0.5008319467554077
sv0.49238578680203043
en0.4360902255639098
pl0.4174757281553398
it0.39879759519038077
tr0.35344827586206895
et0.3227990970654628
ms0.3227990970654628
lv0.2857142857142857
hi0.26108374384236455
pt0.25742574257425743
hu0.2537313432835821
hr0.25
fr0.24623115577889448
lt0.23273657289002556
yo0.2248062015503876
eu0.21875
fi0.21875
is0.1780821917808219
reliabletrue
passestrue
13
name"Hunter"
dialogue"Just stay there!"
detectedLang"en"
heavyLang"en"
scores
en0.8357963875205254
de0.6402877697841727
et0.504950495049505
sv0.504950495049505
sq0.43820224719101125
ca0.4350282485875706
reliabletrue
passestrue