Run: 2026-02-08-01KGYZHDREWY835V8XAAS2BGDC

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
13.7s
Cost:
$0.001036
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: "(Muttering to herself in German while looking at her camera) Die Bilder sind nicht scharf. Die Beleuchtung war heute schrecklich." Hunter: "Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town, and I was hoping you might have seen something unusual." Melanie: "(Startled, looking up with wide eyes) Entschuldigung? Ich verstehe nicht." Hunter: "I'm with the Alborn Police Department. Have you noticed anything strange around town lately? Anyone acting suspicious?" Melanie: "(Looking troubled and speaking rapidly in German) Ich habe gesehen, wie jemand in der Nacht hinter dem Rathaus geschlichen ist. Es war beunruhigend. Ich hatte Angst. Die letzten Tage, viele Menschen sind verschwunden." Hunter: "(Looking confused) I'm sorry, I don't understand what language you're speaking. Are you a tourist? Do you speak English at all?" Melanie: "(Shaking her head, becoming more agitated) Nein, ich spreche kein Englisch. Ich bin hier nur zum Studium. Es ist beängstigend hier. Jemand hat meine Freundin gesehen, dann war sie weg." Hunter: "(Taking out his notepad) Look, I'm not getting any of this. Can you write down what you're trying to tell me? Anything at all?" Melanie: "(Tears forming in her eyes, still speaking German) Bitte, Sie müssen verstehen. Es ist gefährlich. Ich habe Fotos, aber sie sind nicht klar. Jemand beobachtet uns." Hunter: "(His phone rings, he checks it) Hold that thought. Detective Hunter speaking... Yeah? Okay, I'm on my way." (To Melanie) "I'm sorry, I have to go. There's been another development. If you can find someone to translate, please come to the station." Melanie: "(Calling after him in German) Warten Sie! Die Leute sind in Gefahr! Hören Sie mir bitte zu!" Hunter: "(Walking away, still confused) I'll... I'll send someone back to talk to you. Just stay safe." ```
created_at"2026-02-08T15:57:30.159175+00:00" 2/8/2026, 3:57:30 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1493
moderation_latency(null)
generation_time13485
tokens_prompt261
tokens_completion439
native_tokens_prompt272
native_tokens_completion457
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached271
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"
usage0.00103581
router(null)
provider_responses
0
id"eae704a023941b7608c7ba6d28d3a53b"
status200
is_byokfalse
latency1493
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-1770566235-9eWLBiAKLoMpEJkQEtKe"
upstream_id"eae704a023941b7608c7ba6d28d3a53b"
total_cost0.00103581
cache_discount0.00013279
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 Bilder sind nicht scharf. Die Beleuchtung war heute schrecklich."
detectedLang"de"
heavyLang"de"
scores
de0.8390921409214093
nl0.6112929623567921
en0.3004418262150221
tr0.29420505200594355
no0.2899850523168909
sv0.2725880551301685
ms0.20833333333333331
az0.20435510887772196
da0.19491525423728812
eu0.1782006920415225
ca0.1739130434782609
cs0.1739130434782609
et0.1739130434782609
yo0.15630550621669628
hu0.1532976827094474
pt0.13793103448275862
ru0.13479052823315119
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town, and I was hoping you might have seen something unusual."
detectedLang"en"
heavyLang"en"
scores
en0.7991519750055791
tl0.6415770609318996
ro0.544994944388271
nl0.5440729483282675
pt0.533678756476684
fr0.5238095238095238
it0.5127233351380618
sv0.49972206781545303
da0.4938132733408324
no0.473376243417203
ca0.4693396226415094
de0.4665085951393005
es0.44581280788177335
ms0.4019933554817276
sl0.3822923816060398
sq0.38016528925619836
cs0.3706293706293706
hr0.34450109249817923
et0.33920704845814975
yo0.3258426966292135
sk0.2857142857142857
pl0.2366412213740458
az0.22746781115879824
lt0.21875
lv0.20353982300884957
is0.18256130790190736
fi0.12959381044487428
tr0.12536443148688048
be0.07216494845360825
hu0.06928645294725957
uk0.06542056074766354
vi0.06542056074766354
reliabletrue
passestrue
2
name"Melanie"
dialogue"Entschuldigung? Ich verstehe nicht."
detectedLang"de"
heavyLang"de"
scores
de0.8314950980392156
nl0.6137640449438203
sk0.31077694235588976
pl0.2948717948717949
ms0.289405684754522
cs0.26666666666666666
lt0.21875
hu0.207492795389049
it0.207492795389049
is0.19590643274853803
en0.1863905325443787
es0.1863905325443787
fr0.1863905325443787
no0.1863905325443787
pt0.1863905325443787
az0.17664670658682635
ca0.17664670658682635
ro0.17664670658682635
sq0.17664670658682635
sv0.17664670658682635
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm with the Alborn Police Department. Have you noticed anything strange around town lately? Anyone acting suspicious?"
detectedLang"en"
heavyLang"en"
scores
en0.8029494024917366
tl0.6670962199312714
fr0.4941253263707571
nl0.4826435246995994
ro0.46255201109570043
ms0.448005698005698
no0.43389335281227176
da0.4271988174427199
de0.3834526650755768
sk0.3724696356275304
sq0.3699186991869919
pt0.3673469387755102
ca0.3552412645590682
cs0.3437764606265877
it0.3432203389830509
es0.3409863945578231
hr0.33304647160068845
sv0.33016421780466726
pl0.2850553505535055
lv0.26400759734093066
az0.25552353506243997
sl0.24390243902439027
hu0.22577422577422576
lt0.22344689378757512
yo0.17989417989417988
fi0.17289220917822837
et0.1603466955579632
is0.15485278080697928
tr0.1445916114790287
eu0.10817031070195628
hi0.08930669800235018
reliabletrue
passestrue
4
name"Melanie"
dialogue"Ich habe gesehen, wie jemand in der Nacht hinter dem Rathaus geschlichen ist. Es war beunruhigend. Ich hatte Angst. Die letzten Tage, viele Menschen sind verschwunden."
detectedLang"de"
heavyLang"de"
scores
de0.8208177227561493
nl0.6245733788395904
da0.46601941747572817
sv0.3936052921719956
no0.36342592592592593
en0.3571011104617183
tr0.28432010409889397
it0.2819843342036553
ro0.271523178807947
fr0.2637215528781794
pl0.25625422582826235
es0.2537313432835821
fi0.2376992376992377
tl0.22151450813871199
hu0.20174165457184323
sk0.2005813953488372
eu0.19708029197080293
ca0.19413919413919412
yo0.1935483870967742
ms0.16792738275340394
sl0.16222391469916222
pt0.16030534351145037
sq0.15254237288135594
lt0.13249211356466878
az0.11504424778761062
lv0.09836065573770492
hi0.087893864013267
et0.08333333333333334
cs0.06542056074766354
is0.05741216795201371
reliabletrue
passestrue
5
name"Hunter"
dialogue"I'm sorry, I don't understand what language you're speaking. Are you a tourist? Do you speak English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8104575163398693
tl0.6033916849015317
no0.5978924015529673
da0.5581962218159658
ro0.5182724252491694
de0.4975744975744975
sv0.490154711673699
cs0.4232299124900557
hr0.41437802907915994
pt0.3917785234899329
pl0.38402718776550554
is0.3803418803418803
nl0.37607573149741824
sk0.36846689895470386
it0.3623570800351803
sq0.35267857142857145
et0.3462578899909829
fr0.3317972350230415
yo0.32369402985074625
ms0.2988394584139265
lt0.28921568627450983
sl0.27860696517412936
ca0.27427427427427425
vi0.2518059855521156
hu0.2352320675105485
eu0.16953035509736541
tr0.16857798165137614
az0.15501165501165504
lv0.15501165501165504
es0.15402567094515754
be0.0880503144654088
fi0.0799492385786802
uk0.0799492385786802
reliabletrue
passestrue
6
name"Melanie"
dialogue"Nein, ich spreche kein Englisch. Ich bin hier nur zum Studium. Es ist beängstigend hier. Jemand hat meine Freundin gesehen, dann war sie weg."
detectedLang"de"
heavyLang"de"
scores
de0.8119469026548672
nl0.5582120582120582
en0.3795620437956204
ms0.37454010301692425
no0.3205435651478817
da0.30838079739625707
is0.2784380305602716
ro0.2747440273037543
fr0.2697594501718213
pl0.256993006993007
sv0.256993006993007
tr0.23423423423423423
sk0.22867513611615245
lt0.22797456857402362
hr0.2100371747211896
ca0.20782851817334574
es0.20708955223880596
tl0.19811320754716982
hu0.18269230769230768
lv0.18269230769230768
sq0.17475728155339806
sl0.16584887144259078
et0.16420845624385447
cs0.15084915084915085
it0.14054600606673406
eu0.11917098445595854
hi0.1108786610878661
fi0.09381663113006397
yo0.09381663113006397
reliabletrue
passestrue
7
name"Hunter"
dialogue"Look, I'm not getting any of this. Can you write down what you're trying to tell me? Anything at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8341836734693877
tl0.6133254015466983
no0.4857594936708861
it0.37560038424591735
sq0.3298969072164949
nl0.32432432432432434
sl0.3018259935553169
da0.30032292787944026
et0.29729729729729726
ms0.28017718715393136
yo0.2777777777777778
de0.2655367231638418
sk0.2476851851851852
ca0.24418604651162787
cs0.24330616996507565
hr0.21968787515006
lt0.21307506053268765
is0.20147420147420148
fr0.2004920049200492
pt0.19254658385093168
ro0.19254658385093168
tr0.19254658385093168
sv0.18952618453865336
pl0.17197452229299362
lv0.15803108808290156
es0.1356382978723404
az0.10591471801925723
fi0.10344827586206896
reliabletrue
passestrue
8
name"Melanie"
dialogue"Bitte, Sie müssen verstehen. Es ist gefährlich. Ich habe Fotos, aber sie sind nicht klar. Jemand beobachtet uns."
detectedLang"de"
heavyLang"de"
scores
de0.8342099245369311
nl0.4799139167862267
ca0.37928082191780826
da0.37229437229437223
no0.35152057245080504
es0.32745825602968465
lt0.30019305019305015
sv0.28921568627450983
pl0.2828882294757666
pt0.2814667988107037
et0.2757242757242757
tr0.2624618514750763
lv0.25944841675178754
sq0.250258531540848
az0.24870466321243526
en0.23117709437963943
fr0.23117709437963943
it0.22459893048128343
ro0.210239651416122
sk0.20851528384279477
hu0.1935483870967742
cs0.18721973094170402
eu0.13690476190476192
hi0.12755716004813478
fi0.1082410824108241
ms0.1082410824108241
yo0.1082410824108241
hr0.0845959595959596
is0.0845959595959596
sl0.0845959595959596
reliabletrue
passestrue
9
name"Hunter"
dialogue"I'm sorry, I have to go. There's been another development. If you can find someone to translate, please come to the station."
detectedLang"en"
heavyLang"en"
scores
en0.8265831282166033
tl0.6415356151711378
da0.5538284398388025
no0.47846567967698517
yo0.4472182596291013
sv0.44404591104734575
it0.4436468054558506
ro0.4384057971014493
hr0.43718228031953515
fr0.4284660766961652
pl0.42336309523809523
cs0.39167974882260603
nl0.38099041533546324
de0.35737976782752895
sq0.3503772003352892
ca0.3448858833474218
sk0.334192439862543
pt0.31778169014084506
sl0.296094459582198
az0.29545454545454547
lv0.2889908256880734
lt0.2850553505535055
tr0.25766283524904215
es0.2475728155339806
ms0.20185375901132854
et0.1893305439330544
vi0.16306695464362853
hu0.143646408839779
fi0.09568261376896149
zh0.0903755868544601
be0.08284023668639054
eu0.07957244655581948
is0.07517899761336516
uk0.07517899761336516
reliabletrue
passestrue
10
name"Melanie"
dialogue"Warten Sie! Die Leute sind in Gefahr! Hören Sie mir bitte zu!"
detectedLang"de"
heavyLang"de"
scores
de0.8387096774193549
nl0.54337899543379
sv0.4851994851994852
pl0.42775393419170243
it0.35691318327974275
et0.3474714518760196
yo0.3055555555555556
az0.29947460595446584
ca0.2982456140350877
no0.2982456140350877
da0.2945326278659612
en0.27927927927927926
sl0.2779783393501805
ms0.2766726943942134
tr0.27007299270072993
ro0.26199261992619927
hr0.2
tl0.18864097363083165
eu0.17355371900826447
fi0.17355371900826447
is0.16142557651991615
es0.14893617021276595
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'll... I'll send someone back to talk to you. Just stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.8087621696801112
tl0.5709828393135725
cs0.4318181818181818
yo0.3325242718446602
pl0.32926829268292684
sk0.32432432432432434
lv0.30730478589420657
sl0.3055555555555556
hr0.2966751918158568
no0.2838541666666667
da0.2744063324538259
lt0.2744063324538259
et0.27055702917771884
sv0.27055702917771884
es0.22096317280453256
pt0.22096317280453256
ca0.21875
reliabletrue
passestrue