Run: 2026-02-08-01KGYYNYAX57ESWKCHN2VB8HRN

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
13.0s
Cost:
$0.001073
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: (Looking through her camera, adjusting settings) Hunter: (Approaches the table) Excuse me, miss. I'm Detective Hunter. I need to ask you about something that happened near the college yesterday. Melanie: (Looks up, startled) Entschuldigung? Hunter: I said I'm Detective Hunter. I'm investigating a situation and need to ask you some questions. Melanie: (Shakes her head, looking troubled) Ich verstehe nicht. Ich spreche kein Englisch. Hunter: (Leans in, frustrated) Look, I don't have time for games. There were people missing yesterday. Did you see anything unusual? Melanie: (Eyes widen, looking shaken) Menschen verschwunden? Nein! Ich habe nichts gesehen. Ich bin nur hier, um zu fotografieren. Hunter: (Sighs, pinching the bridge of his nose) Great. Just great. Do you understand "yes" or "no"? Did you see anyone suspicious? Melanie: (Becomes more agitated, speaking faster) Nein, nein! Ich habe niemanden Verdächtigen gesehen. Ich war am See. Nur Landschaftsfotografie. Bitte, ich habe nichts getan! Hunter: (Pulls out a notebook) Okay, calm down. I just need to know... were you near the old mill yesterday? Melanie: (Trembling slightly) Die alte Mühle? Ja, ich war dort. Aber nur für Fotos. Die Vögel, die Bäume... nichts weiter. Hunter: (His phone rings, he checks it) Hold on. (Answers the phone) Hunter here... Yeah? ... When? ... I'm on my way. (Ends the call, looking at Melanie) Look, I have to go. Don't leave town. Melanie: (Confused and still shaken) Was? Warten Sie! Ich verstehe nicht! Hunter: (Already walking away) Just stay here. I'll deal with you later. ```
created_at"2026-02-08T15:42:29.314456+00:00" 2/8/2026, 3:42:29 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1579
moderation_latency(null)
generation_time12944
tokens_prompt261
tokens_completion407
native_tokens_prompt272
native_tokens_completion421
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"
usage0.00107323
router(null)
provider_responses
0
id"62e81a5d036877ff5d2a04530546db8c"
status200
is_byokfalse
latency1579
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-1770565335-VBawFgVvtGnGgiPgtaVc"
upstream_id"62e81a5d036877ff5d2a04530546db8c"
total_cost0.00107323
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"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. I need to ask you about something that happened near the college yesterday."
detectedLang"en"
heavyLang"en"
scores
en0.810559765338548
tl0.6037832310838446
no0.4990303813833225
nl0.4424460431654676
it0.4083969465648855
fr0.40613026819923376
sq0.3978243978243978
da0.3858954041204437
ro0.38049560351718625
ca0.36683006535947715
yo0.34210526315789475
pt0.33986371379897784
cs0.3324720068906115
es0.3159752868490733
sv0.31294326241134746
sl0.30180180180180183
hr0.2935278030993619
ms0.2783985102420857
et0.27705223880597013
pl0.2519305019305019
de0.24168297455968688
sk0.2083758937691522
lv0.19270833333333331
lt0.17728237791932058
tr0.1426991150442478
fi0.08823529411764706
be0.08284023668639054
hu0.07957244655581948
az0.07517899761336516
is0.07517899761336516
uk0.07517899761336516
vi0.07517899761336516
reliabletrue
passestrue
1
name"Melanie"
dialogue"Entschuldigung?"
detectedLang"de"
heavyLang"de"
scores
de0.8120300751879699
nl0.6212121212121212
ms0.47257383966244726
reliabletrue
passestrue
2
name"Hunter"
dialogue"I said I'm Detective Hunter. I'm investigating a situation and need to ask you some questions."
detectedLang"en"
heavyLang"en"
scores
en0.8195727482678984
tl0.6719160104986877
fr0.6673762639701969
ro0.6170343137254902
it0.6134817563388991
pt0.5949449125081011
ca0.5844414893617021
da0.58025520483546
no0.5686680469289165
sv0.5589273112208892
cs0.5335820895522388
hr0.528657616892911
de0.5265151515151516
nl0.5173745173745175
es0.49186991869918695
sk0.4644387317909169
sq0.46120689655172414
yo0.46120689655172414
sl0.4551002615518745
et0.4473916887709991
lt0.41424554826616683
lv0.3902439024390244
pl0.3693239152371342
ms0.34895833333333337
is0.30632630410654826
az0.2865296803652968
hu0.26297169811320753
tr0.24789410348977134
fi0.2460796139927624
vi0.17546174142480211
zh0.10968660968660969
be0.10071942446043164
eu0.10071942446043164
uk0.09156976744186046
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ich verstehe nicht. Ich spreche kein Englisch."
detectedLang"de"
heavyLang"de"
scores
de0.8191681735985533
nl0.6470588235294117
ro0.44029850746268656
no0.42528735632183906
en0.4230769230769231
sk0.39148073022312374
lt0.3576017130620985
hr0.33184855233853006
da0.3197278911564626
it0.3197278911564626
is0.3119266055045872
sv0.30394431554524365
pl0.27710843373493976
sl0.2682926829268293
cs0.25
hu0.1935483870967742
ms0.1935483870967742
es0.17355371900826447
fr0.17355371900826447
pt0.17355371900826447
az0.16434540389972147
ca0.16434540389972147
sq0.16434540389972147
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I don't have time for games. There were people missing yesterday. Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.8197115384615384
tl0.5417515274949084
da0.4940029985007497
no0.44029850746268656
et0.41202090592334495
de0.37092264678471576
nl0.36320754716981135
pt0.36140018921475875
sq0.3161094224924012
ca0.29906542056074764
ms0.28191489361702127
sv0.25742574257425743
hr0.24832962138084633
is0.24157303370786518
cs0.21328671328671328
it0.21052631578947367
yo0.19642857142857142
fr0.17380660954712362
az0.15940224159402241
pl0.15730337078651685
ro0.11764705882352942
fi0.10358565737051792
es0.10239361702127658
sk0.09638554216867469
be0.09395973154362416
tr0.09395973154362416
hu0.09029649595687331
lt0.08536585365853659
lv0.08536585365853659
uk0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
5
name"Melanie"
dialogue"Menschen verschwunden? Nein! Ich habe nichts gesehen. Ich bin nur hier, um zu fotografieren."
detectedLang"de"
heavyLang"de"
scores
de0.8225856217216908
nl0.6096401900882552
tr0.4670991658943466
sv0.4460500963391137
da0.4278606965174129
es0.4272908366533864
pt0.42384769539078154
no0.4053774560496381
ca0.3889479277364506
sq0.32273262661955243
ro0.31220095693779903
sk0.30639324487334135
ms0.3004866180048662
pl0.29187192118226607
cs0.28924598269468477
is0.27944862155388467
eu0.2776381909547738
fr0.267515923566879
lt0.2609254498714653
it0.2561448900388098
hu0.23435419440745675
hr0.19241573033707865
sl0.19241573033707865
en0.17503586800573886
et0.17503586800573886
lv0.17503586800573886
az0.17027417027417027
fi0.13273001508295626
tl0.11538461538461538
reliabletrue
passestrue
6
name"Hunter"
dialogue"no"
detectedLang"pt"
heavyLang""
scores
pt0.8466257668711656
es0.845679012345679
ca0.84375
lv0.8397435897435898
en0.8062015503875969
hr0.8015873015873016
no0.7950819672131147
sk0.7844827586206896
tr0.7787610619469026
it0.7619047619047619
tl0.7619047619047619
pl0.75
reliablefalse
passestrue
7
name"Melanie"
dialogue"Nein, nein! Ich habe niemanden Verdächtigen gesehen. Ich war am See. Nur Landschaftsfotografie. Bitte, ich habe nichts getan!"
detectedLang"de"
heavyLang"de"
scores
de0.7879496928926587
nl0.5745305164319249
no0.46096654275092935
da0.43447737909516376
en0.40622440622440625
sv0.35094001790510293
et0.3385036496350365
eu0.32745825602968465
ro0.2757242757242757
ms0.271356783919598
es0.24870466321243526
it0.23844537815126046
pl0.23684210526315788
sq0.23603793466807166
tr0.2204301075268817
sk0.21790722761596548
is0.21281216069489683
cs0.19712070874861573
fi0.18539325842696627
pt0.17707150964812712
hu0.12545235223160436
az0.11151960784313725
hi0.10714285714285714
fr0.10161090458488227
hr0.09713574097135741
tl0.0880503144654088
ca0.0845959595959596
reliabletrue
passestrue
8
name"Hunter"
dialogue"Okay, calm down. I just need to know... were you near the old mill yesterday?"
detectedLang"en"
heavyLang"en"
scores
en0.8014946286781878
tl0.5641025641025641
no0.4509043927648579
yo0.4378306878306878
da0.43029490616621985
sv0.4279946164199193
cs0.42489851150202973
et0.4170096021947874
pl0.380466472303207
hr0.375
nl0.3441358024691358
ca0.3359375
sq0.3328100470957614
sk0.32432432432432434
lv0.30327868852459017
lt0.28209459459459457
sl0.2216117216117216
it0.21296296296296297
ro0.17475728155339806
fr0.1550695825049702
ms0.1550695825049702
be0.1414141414141414
tr0.1414141414141414
hu0.1361788617886179
az0.1290983606557377
is0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
9
name"Melanie"
dialogue"Die alte Mühle? Ja, ich war dort. Aber nur für Fotos. Die Vögel, die Bäume... nichts weiter."
detectedLang"de"
heavyLang"de"
scores
de0.8140276301806588
nl0.47761194029850745
sk0.34375
en0.3354430379746835
pl0.32605905006418484
lv0.3217054263565891
ca0.31640625
et0.29245283018867924
sv0.2837653478854025
ro0.2677824267782427
fr0.24892703862660948
az0.24242424242424243
cs0.24132947976878616
yo0.2369186046511628
tr0.23133235724743775
fi0.22566371681415928
sl0.21875
es0.21407185628742514
lt0.21407185628742514
pt0.21407185628742514
no0.2128935532233883
da0.20933734939759033
sq0.2081447963800905
ms0.16
tl0.12353923205342236
hr0.11317567567567569
it0.10714285714285714
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hold on. Hunter here... Yeah? ... When? ... I'm on my way. Look, I have to go. Don't leave town."
detectedLang"en"
heavyLang"en"
scores
en0.8197548666186014
da0.5387453874538745
pl0.5215311004784688
tl0.4829369183040331
cs0.44258639910813824
yo0.4292237442922375
sk0.42196531791907516
hr0.40688018979833923
no0.39903846153846156
ca0.3718592964824121
sq0.36948297604035313
et0.302649930264993
sv0.2937853107344633
lv0.27007299270072993
fr0.26578560939794427
sl0.2647058823529412
it0.2625368731563422
lt0.25037481259370314
fi0.23076923076923078
ro0.2295839753466872
tr0.20508744038155804
de0.14965986394557826
hi0.14383561643835618
be0.12280701754385964
hu0.11816578483245149
az0.11190053285968028
is0.11190053285968028
nl0.11190053285968028
pt0.11190053285968028
uk0.11190053285968028
vi0.11190053285968028
ms0.10554561717352416
reliabletrue
passestrue
11
name"Melanie"
dialogue"Was? Warten Sie! Ich verstehe nicht!"
detectedLang"de"
heavyLang"de"
scores
de0.840561224489796
nl0.6428571428571429
pl0.5689655172413793
en0.4600431965442765
no0.3872549019607844
sv0.3718592964824121
es0.34725848563968675
ca0.3403693931398417
sk0.3315508021390375
cs0.2857142857142857
da0.2690058479532163
yo0.258160237388724
eu0.251497005988024
fi0.251497005988024
ms0.2378048780487805
lt0.23547400611620795
hu0.22360248447204967
it0.22360248447204967
tr0.21875
is0.21135646687697163
fr0.20127795527156547
pt0.20127795527156547
az0.19093851132686085
ro0.19093851132686085
sq0.19093851132686085
reliabletrue
passestrue
12
name"Hunter"
dialogue"Just stay here. I'll deal with you later."
detectedLang"en"
heavyLang"en"
scores
en0.8096446700507615
tl0.5022123893805309
nl0.48156682027649766
sv0.45520581113801456
de0.4094488188976378
et0.3119266055045872
sq0.30769230769230765
da0.29467084639498436
no0.2879746835443038
cs0.25742574257425743
ms0.25742574257425743
ca0.2549668874172185
hi0.2524916943521595
pl0.2524916943521595
fr0.2398648648648649
pt0.2398648648648649
reliabletrue
passestrue