Run: 2026-02-08-01KGYX3CCQ0E7ZHQ7RV05R84KA

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
10.7s
Cost:
$0.001150
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: "(Softly to herself in German, adjusting camera settings) Die Beleuchtung ist heute perfekt..." Hunter: "Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and was hoping you might have seen something unusual around the apple orchards yesterday afternoon." Melanie: "(Eyes wide with alarm, speaking rapidly in German) Gott im Himmel! Wieder? Es passiert wieder? Ich habe etwas gesehen... jemanden... im Nebel... aber ich dachte, es wäre nur mein Einbildung..." Hunter: "Ma'am, I don't understand what you're saying. Do you speak English?" Melanie: "(Shaking her head, still speaking German in a troubled tone) Nein, ich verstehe nicht. Englisch ist schwer für mich. Bitte, Sie müssen verstehen! Es war beunruhigend! Die Person dort... sie hat etwas getan... etwas Schreckliches!" Hunter: "(Pulling out a small notepad) Look, I just need to know if you saw anyone near the south orchard yesterday. Around dusk? Can you understand that?" Melanie: "(Frustrated, pointing toward the orchard area) Ja! Dort! Ich war dort, als die Sonne unterging. Ich wollte Fotos machen. Aber dann... (she makes a gesture of someone hiding) ...dort drüben. Jemand hat etwas in den Bäumen versteckt." Hunter: "(Sighing, looking confused) I'm not getting through to you at all, am I? Listen, if you could just come down to the station, we have someone who might help translate..." Melanie: "(Trembling slightly, speaking urgently) Sie müssen zuhören! Die Menschen verschwinden! Ich habe gesehen, wie jemand etwas ausgegraben hat! Bitte, Sie müssen etwas tun!" Hunter: "(Phone rings, he answers it) Hunter here... (listens for a moment) Right. I'm on my way. (Hangs up and looks back at Melanie, frustrated) Look, I have to go. Just... stay in town, okay? Someone will find you to translate properly." ```
created_at"2026-02-08T15:14:49.975939+00:00" 2/8/2026, 3:14:49 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1508
moderation_latency(null)
generation_time10629
tokens_prompt261
tokens_completion439
native_tokens_prompt272
native_tokens_completion456
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached33
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"
usage0.00115023
router(null)
provider_responses
0
id"bb7153d45f0d7d2c8ebbc9200ed48a92"
status200
is_byokfalse
latency1508
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-1770563678-mGF6T13Ah3GzmLJllVJX"
upstream_id"bb7153d45f0d7d2c8ebbc9200ed48a92"
total_cost0.00115023
cache_discount0.00001617
upstream_inference_cost0
provider_name"Novita"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"Die Beleuchtung ist heute perfekt..."
detectedLang"de"
heavyLang"de"
scores
de0.8288843258042436
nl0.5551601423487544
tr0.503968253968254
ca0.40476190476190477
da0.3857493857493857
pt0.3686868686868687
sv0.358974358974359
ms0.3333333333333333
hi0.29775280898876405
yo0.26035502958579887
hu0.25595238095238093
en0.251497005988024
no0.23547400611620795
es0.21875
fr0.21875
it0.21875
ro0.21875
sq0.21875
tl0.20127795527156547
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and was hoping you might have seen something unusual around the apple orchards yesterday afternoon."
detectedLang"en"
heavyLang"en"
scores
en0.7844827586206896
tl0.6493602362204723
fr0.5304777594728172
nl0.5189061444969615
ro0.4814410480349345
pt0.4662921348314607
de0.45065535851966076
da0.44595645412130636
no0.4457409568261376
es0.43474811582705275
it0.43136472466081405
sv0.42771084337349397
ms0.39490445859872614
ca0.39154568744662677
sl0.33535447761194026
sq0.3338008415147265
cs0.3198090692124105
sk0.2906918865107018
hr0.28391959798994976
yo0.26659804426145134
et0.25509670674333507
az0.22300981461286806
lt0.19491525423728812
pl0.1777264858626659
lv0.15229030339083877
fi0.13268411442483263
hu0.08829174664107485
is0.08829174664107485
tr0.08419023136246787
eu0.0618828176431863
reliabletrue
passestrue
2
name"Melanie"
dialogue"Gott im Himmel! Wieder? Es passiert wieder? Ich habe etwas gesehen... jemanden... im Nebel... aber ich dachte, es wäre nur mein Einbildung..."
detectedLang"de"
heavyLang"de"
scores
de0.8272017837235228
nl0.4483985765124555
no0.4106463878326996
da0.3973561430793157
sv0.358974358974359
ms0.3201754385964912
pl0.30054151624548736
ca0.29800724637681164
sk0.28107606679035246
es0.2783985102420857
hu0.2743445692883895
lv0.25837320574162675
it0.20431211498973306
tr0.20431211498973306
lt0.19605809128630705
fr0.18677859391395593
pt0.18506834910620398
is0.17815482502651114
en0.1648706896551724
et0.15760869565217392
eu0.1292134831460674
hr0.11630558722919043
fi0.10196987253765932
yo0.10196987253765932
cs0.10092807424593969
sq0.0935672514619883
reliabletrue
passestrue
3
name"Hunter"
dialogue"Ma'am, I don't understand what you're saying. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7994087837837838
no0.5245245245245245
da0.5187436676798379
tl0.4710467706013363
sv0.4698660714285714
cs0.4571428571428572
pl0.4221411192214112
hr0.41066997518610426
sk0.3815104166666667
de0.3581081081081081
sq0.3457300275482094
ro0.3319268635724332
nl0.2725880551301685
vi0.26810477657935283
tr0.26356589147286824
yo0.2578125
pt0.24722662440570525
ca0.22512234910277326
is0.2238562091503268
sl0.20168067226890754
it0.19491525423728812
ms0.1316270566727605
be0.12844036697247707
hu0.12361623616236161
az0.1171003717472119
et0.1171003717472119
lt0.1171003717472119
lv0.1171003717472119
uk0.1171003717472119
reliabletrue
passestrue
4
name"Melanie"
dialogue"Nein, ich verstehe nicht. Englisch ist schwer für mich. Bitte, Sie müssen verstehen! Es war beunruhigend! Die Person dort... sie hat etwas getan... etwas Schreckliches!"
detectedLang"de"
heavyLang"de"
scores
de0.8248379751269924
nl0.5378927911275416
en0.34683213585891576
sv0.33244325767690247
no0.3275050437121722
da0.28520371694067187
es0.27219796215429404
tr0.24981245311327827
hu0.24528301886792453
ca0.22839506172839508
pl0.2223950233281493
eu0.21197793538219067
ms0.20634920634920634
fr0.19807538091419405
az0.1935483870967742
lt0.1935483870967742
it0.1902834008097166
ro0.17695473251028807
tl0.17627677100494232
hr0.1728701406120761
sq0.17149958574979288
is0.16736053288925898
pt0.16736053288925898
lv0.16317991631799164
sk0.15469146238377007
et0.14675767918088736
cs0.1371872303710095
hi0.09584086799276673
fi0.08088235294117647
yo0.08088235294117647
reliabletrue
passestrue
5
name"Hunter"
dialogue"Look, I just need to know if you saw anyone near the south orchard yesterday. Around dusk? Can you understand that?"
detectedLang"en"
heavyLang"en"
scores
en0.8142250530785563
tl0.5958429561200923
no0.5073891625615764
sv0.47328818660647104
da0.47049924357034795
cs0.41471571906354515
nl0.40476190476190477
pl0.32627526467757456
yo0.3210475266731329
et0.3027888446215139
sk0.2950654582074521
ca0.29435483870967744
de0.2768595041322314
hr0.2670157068062827
fr0.26004228329809725
sq0.2324561403508772
lv0.20903954802259886
ms0.20273348519362186
lt0.19261822376009227
ro0.1898148148148148
tr0.17355371900826447
az0.16666666666666666
is0.16367980884109917
sl0.14738124238733252
it0.1411042944785276
be0.09090909090909091
hu0.08735332464146023
uk0.08256880733944955
vi0.08256880733944955
reliabletrue
passestrue
6
name"Melanie"
dialogue"Ja! Dort! Ich war dort, als die Sonne unterging. Ich wollte Fotos machen. Aber dann... ...dort drüben. Jemand hat etwas in den Bäumen versteckt."
detectedLang"de"
heavyLang"de"
scores
de0.8144816730380031
nl0.5625662778366914
en0.45219123505976094
sv0.4017403915881073
fr0.375
da0.3614551083591331
it0.35496481626270526
ca0.3415802075019952
pt0.3032094594594595
no0.30143945808636746
yo0.2912371134020619
pl0.29062768701633707
ro0.28879310344827586
ms0.2838541666666667
sl0.2673179396092362
tl0.26666666666666666
es0.2560865644724977
sk0.25
lv0.23184357541899442
cs0.22462406015037595
lt0.21052631578947367
et0.20825335892514396
az0.19668938656280427
sq0.19275929549902154
hu0.16243654822335027
fi0.15644171779141106
tr0.15210688591983554
eu0.13066385669125397
hr0.07511210762331838
is0.07511210762331838
reliabletrue
passestrue
7
name"Hunter"
dialogue"I'm not getting through to you at all, am I? Listen, if you could just come down to the station, we have someone who might help translate..."
detectedLang"en"
heavyLang"en"
scores
en0.8305084745762712
tl0.6196868008948546
no0.5885769603097774
da0.5724346076458753
sv0.5342465753424658
it0.4897959183673469
de0.4845360824742268
nl0.43029490616621985
fr0.4213750850918993
hr0.4129834254143646
ro0.4117647058823529
pl0.3988684582743989
yo0.39759036144578314
cs0.36990363232023726
sq0.36377245508982037
lv0.3205435651478817
sk0.3117408906882591
et0.30384930384930386
tr0.2839090143218197
lt0.26660914581535805
sl0.2621527777777778
ca0.25438596491228066
pt0.2530755711775044
ms0.25241864555848725
fi0.2410714285714286
es0.20411985018726592
is0.19659735349716445
az0.17874396135265702
eu0.17794970986460348
vi0.15084915084915085
hu0.1474423269809428
hi0.09284951974386339
zh0.08306364617044228
be0.07608695652173912
uk0.06900328587075576
reliabletrue
passestrue
8
name"Melanie"
dialogue"Sie müssen zuhören! Die Menschen verschwinden! Ich habe gesehen, wie jemand etwas ausgegraben hat! Bitte, Sie müssen etwas tun!"
detectedLang"de"
heavyLang"de"
scores
de0.8181178127200188
nl0.557648401826484
sv0.45917655268667135
da0.38197767145135564
tr0.36527436527436524
no0.30368373764600176
es0.2824074074074074
pl0.2824074074074074
yo0.2716165413533835
hu0.25409047160731474
az0.1893305439330544
ms0.18506834910620398
en0.1594360086767896
it0.1594360086767896
pt0.1594360086767896
sq0.1520787746170678
fr0.15115005476451257
ca0.15021929824561403
ro0.1474147414741474
sk0.13793103448275862
eu0.1292134831460674
et0.12725225225225226
fi0.10196987253765932
lt0.0903755868544601
tl0.08823529411764706
is0.07957244655581948
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hunter here... Right. I'm on my way. Look, I have to go. Just... stay in town, okay? Someone will find you to translate properly."
detectedLang"en"
heavyLang"en"
scores
en0.8125000000000001
tl0.6190959878110717
da0.5059288537549407
pl0.5052770448548813
cs0.4460856720827179
it0.423963133640553
hr0.4235203689469639
no0.4204018547140649
ro0.41770186335403725
yo0.41770186335403725
sv0.4163424124513619
ca0.41588785046728977
sk0.3936944219886823
de0.39123376623376627
sl0.3760399334442596
et0.36815501263689976
sq0.36332767402376914
fr0.3578767123287671
pt0.28639391056137015
ms0.28435114503816794
nl0.2732558139534884
lv0.251497005988024
es0.2401215805471125
lt0.2378048780487805
az0.21548117154811713
tr0.20382165605095542
vi0.16759156492785796
fi0.16666666666666666
eu0.156355455568054
hi0.10071942446043164
be0.08536585365853659
hu0.08200734394124846
is0.07749077490774908
uk0.07749077490774908
reliabletrue
passestrue