Run: 2026-02-08-01KGYZVH9K9YAWVDQH6XGM79RZ

Run Details

Model:
Z.AI GLM 4.7
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
48.1s
Cost:
$0.005378
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: "(Muttering to herself in German, staring intently at her camera screen) Das kann nicht sein. Der Focus war perfekt... warum ist das hier so verschwommen?" Hunter: "Excuse me, miss. I'm Detective Hunter. I'd like to ask you a few questions." Melanie: "(Jumps, clutching her camera tightly to her chest) Ah! Entschuldigung... Ich... ich spreche kein Englisch. Sprechen Sie Deutsch?" Hunter: "No, I don't. I'm investigating a situation here in Alborn. Were you near the apple orchards yesterday evening? We've had a report of a missing person." Melanie: "(Looking increasingly panicked, speaking rapidly) Der Apfelgarten? Ja, ich war dort, um Fotos zu machen. Aber... da war jemand. Jemand hat mich beobachtet. Es war unheimlich." Hunter: "(Frowning, leaning in) Someone was watching you? Did you get a look at him? Was he a local?" Melanie: "(Hands shaking, she turns the camera screen toward him) Sehen Sie dieses Foto hier? In der Ecke. Dieser Mann... er hatte etwas in der Hand. Er sah so... böse aus. Ich hatte so Angst." Hunter: "(Staring blankly at the camera, then at her) Ma'am, I have no idea what you're telling me. Are you showing me evidence? Is that a suspect?" Melanie: "(Frustrated and scared, pointing emphatically at the screen) Nein, Sie verstehen nicht! Er drohte mir! Ich musste weglaufen. Ich bin eine Fremde hier, ich kann nicht mal Hilfe rufen!" Hunter: "(Sighs and rubs his temples) Look, this is impossible. Do you have ID? A passport? Anything?" Melanie: "(Tearing up, whispering) Mein Gott... ich bin allein. Hier ist niemand, der mich versteht. Was, wenn er mich findet?" Hunter: "(Phone rings abruptly, he holds up a finger to silence her) Hold on a second. Detective Hunter here." Melanie: "(Looking desperate) Bitte warten Sie..." Hunter: "(Into phone) Yeah? You found what? The abandoned truck near the festival grounds? Alright, I'm on my way. Don't touch anything." Hunter: "(To Melanie, gesturing vaguely) I have to go. Stay here. Don't leave town. We'll get a translator or something." Melanie: "(Reaching out as he turns away) Aber das Foto! Es ist wichtig! Warten Sie!" Hunter: "(Already walking away) Just stay put, ma'am."
created_at"2026-02-08T16:03:35.68915+00:00" 2/8/2026, 4:03:35 PM
model"z-ai/glm-4.7-20251222"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency3899
moderation_latency(null)
generation_time47956
tokens_prompt261
tokens_completion2341
native_tokens_prompt267
native_tokens_completion2372
native_tokens_completion_images(null)
native_tokens_reasoning1816
native_tokens_cached2
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"
usage0.00537762
router(null)
provider_responses
0
id"20260209000247c099c192e7d54933"
status200
is_byokfalse
latency3899
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99"
provider_name"Z.AI"
model_permaslug"z-ai/glm-4.7-20251222"
api_type"completions"
id"gen-1770566567-XfyzZGsuOIVGIzO4FkVw"
upstream_id"20260209000247c099c192e7d54933"
total_cost0.00537762
cache_discount9.8e-7
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"Das kann nicht sein. Der Focus war perfekt... warum ist das hier so verschwommen?"
detectedLang"de"
heavyLang"de"
scores
de0.8305084745762712
en0.5503597122302158
nl0.5404411764705882
no0.5187680461982676
da0.5150339476236664
fr0.3997599039615846
pt0.37421777221526903
sv0.3630573248407643
tr0.2389649923896499
sl0.23195084485407066
tl0.23195084485407066
is0.2248062015503876
it0.22118380062305293
es0.21011058451816747
ca0.20508744038155804
ro0.20508744038155804
sq0.20508744038155804
yo0.20127795527156547
pl0.1830065359477124
hi0.1749174917491749
sk0.1749174917491749
cs0.16666666666666666
vi0.1652754590984975
lt0.1334488734835355
hu0.12587412587412586
az0.10554561717352416
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. I'd like to ask you a few questions."
detectedLang"en"
heavyLang"en"
scores
en0.7925311203319502
fr0.6214988644965935
tl0.5961227786752827
it0.5726495726495726
pt0.5594713656387665
no0.5251661918328585
ca0.5083579154375615
es0.4939271255060729
ro0.47368421052631576
sl0.4594594594594595
cs0.452354874041621
nl0.44382647385984425
sq0.42660550458715596
da0.40617577197149646
hr0.3710691823899371
sk0.3438320209973753
yo0.33862433862433866
pl0.32432432432432434
de0.3234100135317997
ms0.2917847025495751
sv0.2857142857142857
lv0.2774566473988439
lt0.2711370262390671
et0.2401215805471125
hu0.2378048780487805
fi0.2163009404388715
tr0.21383647798742136
is0.13043478260869565
az0.12280701754385964
eu0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ah! Entschuldigung... Ich... ich spreche kein Englisch. Sprechen Sie Deutsch?"
detectedLang"de"
heavyLang"de"
scores
de0.8144329896907216
nl0.5375128468653648
pl0.3353028064992614
da0.3273542600896861
sk0.3001555209953344
ms0.2902208201892744
sv0.2834394904458599
ro0.2822966507177033
no0.26108374384236455
en0.25864909390444807
hr0.24874791318864775
sl0.19642857142857142
ca0.1818181818181818
lt0.16666666666666666
is0.13294797687861273
it0.13294797687861273
reliabletrue
passestrue
3
name"Hunter"
dialogue"No, I don't. I'm investigating a situation here in Alborn. Were you near the apple orchards yesterday evening? We've had a report of a missing person."
detectedLang"en"
heavyLang"en"
scores
en0.7849349559378934
nl0.6330110991765128
tl0.6282190787087413
sv0.5974076983503535
no0.5795734208367515
de0.5654938533276812
da0.5587602238484719
fr0.5572354211663066
ro0.5289522058823529
it0.5269958467928011
pt0.4973025993133889
es0.4639121338912134
ca0.45910290237467016
sq0.42833240379252646
is0.42609182530795076
hr0.41827468785471056
cs0.40648523451071217
ms0.40233236151603496
sk0.3765206812652068
yo0.37193627450980393
pl0.3348475016223232
sl0.32253800396563115
lv0.32074221338634856
az0.30929919137466305
et0.29938482570061514
lt0.2857142857142857
hu0.25616835994194487
tr0.22758100979653353
fi0.215761285386381
vi0.11485319516407601
zh0.06987295825771324
be0.0639269406392694
eu0.0639269406392694
uk0.057904411764705885
reliabletrue
passestrue
4
name"Melanie"
dialogue"Der Apfelgarten? Ja, ich war dort, um Fotos zu machen. Aber... da war jemand. Jemand hat mich beobachtet. Es war unheimlich."
detectedLang"de"
heavyLang"de"
scores
de0.8088476242490443
da0.510146955913226
nl0.4470774091627172
pt0.41569282136894825
ca0.396551724137931
no0.388646288209607
es0.3766696349065004
sv0.36363636363636365
pl0.36189608021877845
lv0.3451824134705332
en0.33899905571293676
eu0.3137254901960784
fr0.31305201177625125
tr0.31305201177625125
sk0.28205128205128205
sl0.27835051546391754
sq0.2693110647181628
it0.25690021231422505
yo0.2537313432835821
fi0.25293489861259333
lt0.2505353319057816
et0.2366412213740458
ro0.22308546059933407
hu0.21348314606741572
hr0.20903954802259886
az0.19075144508670522
is0.1822429906542056
tl0.16467780429594273
ms0.1116751269035533
cs0.08735332464146023
vi0.08256880733944955
reliabletrue
passestrue
5
name"Hunter"
dialogue"Someone was watching you? Did you get a look at him? Was he a local?"
detectedLang"en"
heavyLang"en"
scores
en0.8317206562894405
tl0.6168582375478927
es0.5412844036697247
pt0.51278928136419
ca0.504950495049505
ro0.45799457994579945
yo0.4350282485875706
it0.4318181818181818
nl0.4074074074074074
de0.39759036144578314
da0.38176197836166925
no0.358974358974359
fr0.3579454253611557
cs0.3442622950819672
is0.30434782608695654
hu0.2805755395683453
fi0.2779783393501805
ms0.26062846580406657
sk0.24528301886792453
hr0.21875
pl0.2079207920792079
sl0.1836734693877551
lt0.17012448132780084
tr0.16142557651991615
sq0.15254237288135594
az0.14893617021276595
eu0.14893617021276595
lv0.14893617021276595
vi0.14893617021276595
et0.13606911447084233
sv0.13606911447084233
reliabletrue
passestrue
6
name"Melanie"
dialogue"Sehen Sie dieses Foto hier? In der Ecke. Dieser Mann... er hatte etwas in der Hand. Er sah so... böse aus. Ich hatte so Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8218201754385964
nl0.559620596205962
no0.5279593318809005
da0.46852003270645953
sl0.3701550387596899
pl0.365234375
en0.35323383084577115
tl0.344758064516129
sk0.3193717277486911
it0.3048128342245989
sv0.2995689655172413
is0.2737430167597766
yo0.2476851851851852
ro0.23976608187134502
ms0.21212121212121213
fr0.20924574209245742
es0.19454770755885997
pt0.19454770755885997
ca0.19053549190535493
lv0.18341708542713567
et0.1698595146871009
eu0.15032679738562094
vi0.1321762349799733
fi0.11924119241192413
tr0.11924119241192413
az0.11444141689373298
cs0.08321579689703808
hr0.08321579689703808
reliabletrue
passestrue
7
name"Hunter"
dialogue"Ma'am, I have no idea what you're telling me. Are you showing me evidence? Is that a suspect?"
detectedLang"en"
heavyLang"en"
scores
en0.810904506775922
tl0.6116504854368932
es0.5341614906832298
pt0.5271867612293144
nl0.5207667731629393
fr0.512987012987013
ca0.5121951219512195
ro0.5057660626029654
no0.4915254237288135
it0.44547134935304994
cs0.43977591036414565
da0.43872778297474274
sq0.41234084231145934
lv0.4041708043694141
ms0.3969849246231156
yo0.3957703927492447
hu0.3858751279426817
sk0.37823834196891193
hr0.3697478991596639
et0.33993399339933994
pl0.33774834437086093
tr0.3348115299334811
sv0.3333333333333333
sl0.2966002344665885
is0.27710843373493976
de0.19893190921228304
lt0.19463087248322147
fi0.18699186991869918
az0.18144611186903137
vi0.18144611186903137
be0.1044776119402985
eu0.1044776119402985
uk0.09502262443438914
reliabletrue
passestrue
8
name"Melanie"
dialogue"Nein, Sie verstehen nicht! Er drohte mir! Ich musste weglaufen. Ich bin eine Fremde hier, ich kann nicht mal Hilfe rufen!"
detectedLang"de"
heavyLang"de"
scores
de0.810871392546932
nl0.4659810126582279
no0.4659810126582279
is0.3715083798882682
da0.2983367983367983
tr0.28722280887011614
fr0.2566079295154185
pl0.2516629711751663
sk0.25083240843507215
es0.17682926829268292
sv0.1687192118226601
pt0.16666666666666666
ca0.16253101736972705
sq0.16253101736972705
eu0.14556962025316456
cs0.12903225806451613
hr0.12903225806451613
fi0.11533420707732633
ms0.11533420707732633
lt0.10239361702127658
hu0.09638554216867469
it0.09638554216867469
en0.08536585365853659
az0.08038147138964578
ro0.08038147138964578
reliabletrue
passestrue
9
name"Hunter"
dialogue"Look, this is impossible. Do you have ID? A passport? Anything?"
detectedLang"en"
heavyLang"en"
scores
en0.8010299625468165
ca0.5845552297165201
tl0.5745745745745746
fr0.570273003033367
it0.5649948822927329
nl0.5521601685985247
pt0.5390455531453362
da0.5035046728971962
sq0.49404761904761907
cs0.48609431680773885
hu0.4700748129675811
es0.4378306878306878
sk0.43029490616621985
yo0.4272237196765499
pl0.4256756756756757
ro0.4170096021947874
hr0.4064245810055866
no0.39544807965860596
sv0.3928571428571429
ms0.3876080691642651
sl0.3876080691642651
et0.38226744186046513
is0.3531202435312024
de0.34006211180124224
vi0.29867986798679863
az0.25569176882662
lt0.16173570019723865
tr0.1533864541832669
ja0.15169660678642716
eu0.1414141414141414
lv0.1414141414141414
fi0.1290983606557377
reliabletrue
passestrue
10
name"Melanie"
dialogue"Mein Gott... ich bin allein. Hier ist niemand, der mich versteht. Was, wenn er mich findet?"
detectedLang"de"
heavyLang"de"
scores
de0.8259052924791086
nl0.656121045392022
da0.6066089693154996
no0.5251661918328585
en0.4708994708994709
fr0.44196428571428575
is0.4026284348864994
sv0.3342210386151798
pl0.3103448275862069
tr0.2668621700879765
sq0.24585218702865763
it0.24357034795764
fi0.22720247295208654
ro0.21135646687697163
sk0.19871794871794873
hi0.1749174917491749
ms0.14965986394557826
yo0.1482112436115843
et0.14383561643835618
lt0.1334488734835355
hu0.12587412587412586
tl0.12280701754385964
es0.11190053285968028
pt0.11190053285968028
az0.10554561717352416
ca0.10554561717352416
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hold on a second. Detective Hunter here."
detectedLang"en"
heavyLang"en"
scores
en0.8116438356164383
fr0.7058823529411765
tl0.6937639198218263
ro0.6562500000000001
it0.6338215712383488
ca0.6328437917222964
pt0.5756172839506173
da0.56
sq0.5409015025041736
es0.5299145299145299
nl0.5132743362831859
cs0.5036101083032491
hr0.492619926199262
de0.4649805447470817
no0.4532803180914513
et0.4410569105691057
sl0.439918533604888
fi0.4364754098360656
sk0.4270833333333333
sv0.42105263157894735
yo0.4136460554371002
pl0.4073275862068965
hu0.36194895591647336
tr0.3309002433090025
ms0.30730478589420657
hi0.233983286908078
lt0.22969187675070027
is0.21428571428571427
az0.20289855072463767
eu0.20289855072463767
lv0.20289855072463767
vi0.20289855072463767
reliabletrue
passestrue
12
name"Melanie"
dialogue"Bitte warten Sie..."
detectedLang"de"
heavyLang"de"
scores
de0.831081081081081
pl0.6323529411764706
no0.576271186440678
nl0.5733788395904437
da0.571917808219178
et0.4747899159663866
sv0.41588785046728977
eu0.40191387559808617
fi0.40191387559808617
ms0.3842364532019704
it0.375
ca0.358974358974359
es0.358974358974359
tr0.358974358974359
reliabletrue
passestrue
13
name"Hunter"
dialogue"Yeah? You found what? The abandoned truck near the festival grounds? Alright, I'm on my way. Don't touch anything."
detectedLang"en"
heavyLang"en"
scores
en0.7961402555042131
tl0.6445497630331753
fr0.46846208362863223
ca0.4296577946768061
cs0.36224489795918363
no0.3218806509945751
pt0.3212669683257918
da0.3112947658402204
es0.31002759889604414
ms0.3087557603686636
sq0.29111531190926276
hr0.2781520692974013
sk0.2711370262390671
et0.2690058479532163
it0.2682926829268293
sv0.267578125
nl0.26398429833169773
yo0.25447316103379725
pl0.2416582406471183
de0.24089068825910928
fi0.22118380062305293
sl0.19957310565635006
lt0.14383561643835618
az0.1359447004608295
ro0.1359447004608295
hi0.10071942446043164
hu0.08200734394124846
lv0.07749077490774908
reliabletrue
passestrue
14
name"Hunter"
dialogue"I have to go. Stay here. Don't leave town. We'll get a translator or something."
detectedLang"en"
heavyLang"en"
scores
en0.8098201936376211
tl0.5315161839863715
pl0.5262704565030146
da0.5158450704225351
hr0.47166186359269935
sq0.4516450648055832
no0.44889779559118237
cs0.4370522006141249
yo0.43298969072164945
sk0.41921858500527986
ro0.4148936170212766
pt0.3949394939493949
ca0.38820912124582874
sl0.37570942111237227
lv0.3692660550458715
sv0.3685419058553387
lt0.3648960739030023
it0.3552168815943728
es0.3428912783751493
fr0.3333333333333333
ms0.32182490752157833
et0.30904522613065327
is0.30203045685279184
hu0.28848641655886154
vi0.28664072632944226
tr0.2763157894736842
de0.26764314247669774
nl0.26666666666666666
az0.25876010781671155
eu0.19941775836972345
be0.11290322580645161
fi0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue
15
name"Melanie"
dialogue"Aber das Foto! Es ist wichtig! Warten Sie!"
detectedLang"de"
heavyLang"de"
scores
de0.8444306160547604
pl0.5265151515151516
ca0.5247148288973384
es0.5247148288973384
nl0.5088408644400786
pt0.47368421052631576
lv0.42263279445727486
no0.414519906323185
tr0.3961352657004831
da0.39320388349514557
hi0.29775280898876405
hu0.28977272727272724
lt0.2668621700879765
sv0.2625368731563422
eu0.251497005988024
fi0.251497005988024
ms0.2378048780487805
sl0.23547400611620795
sk0.23076923076923078
it0.20127795527156547
ro0.20127795527156547
cs0.19093851132686085
et0.19093851132686085
hr0.19093851132686085
reliabletrue
passestrue
16
name"Hunter"
dialogue"Just stay put, ma'am."
detectedLang"en"
heavyLang"en"
scores
en0.7294372294372294
hr0.5
et0.44933920704845814
sv0.44933920704845814
ca0.3811881188118812
reliabletrue
passestrue