Run: 2026-02-08-01KGYY9M256WJ3R0WA28H332GW

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
13.7s
Cost:
$0.001135
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: "[Quietly reviewing photos on her camera, sipping coffee]" Hunter: "[Approaches table] 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 around here." Melanie: "[Looks up startled, eyes widening] Oh! Um... ich verstehe nicht. Ich spreche kein Englisch." Hunter: "[Confused] You... don't speak English? Do you understand what I'm saying? I'm with the police." Melanie: "[Nervously clutching her camera] Polizei? Ja, ich verstehe. Aber... ich bin nur hier für Studien. Ich habe nichts gesehen." Hunter: "Look, I just need to know if you've noticed anyone acting strange or if you've seen anything out of the ordinary. People have gone missing." Melanie: "[Shakes head, speaking rapidly in German] Nein, nein! Ich habe niemanden Verdächtiges gesehen. Nur... ich habe Fotos gemacht. Landschaften. Nur Bäume und Hügel." Hunter: "Photos? You take pictures? Could I see them? Maybe you captured something without realizing it." Melanie: "[Hesitates, then shows camera] Die Fotos? Aber sie sind nicht wichtig. Nur die Natur. [Points at camera screen] Sehen Sie? Nur der See, die Bäume..." Hunter: "[Peering at camera, frustrated] I can't understand what you're saying. This would be a lot easier if we had a translator." Melanie: "[Notices his frustration, speaks more slowly, worried] Es tut mir leid. Ich wünschte, ich könnte helfen. Aber ich habe wirklich nichts gesehen. Außer... [trails off, looking troubled]" Hunter: "Except what? Did you see something?" Melanie: "[Shakes head again, more shaken] Nein. Es ist nichts. Bitte, ich möchte nicht in Schwierigkeiten geraten." Hunter: "[Phone rings, sighs] Hold that thought. [Answers phone] Detective Hunter... Yeah? Okay, I'm on my way. [To Melanie] Look, I have to go, but I may need to speak with you again. Don't leave town." Melanie: "[Confused] Was? Warten! Ich verstehe nicht!" Hunter: "[Already walking away] We'll talk later!" ```
created_at"2026-02-08T15:35:45.795256+00:00" 2/8/2026, 3:35:45 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1430
moderation_latency(null)
generation_time13589
tokens_prompt261
tokens_completion490
native_tokens_prompt272
native_tokens_completion502
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"
usage0.00113481
router(null)
provider_responses
0
id"1c9098468131e913d057d675243ed08f"
status200
is_byokfalse
latency1430
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-1770564931-ei4gLpKSy8CnpWIA4ufi"
upstream_id"1c9098468131e913d057d675243ed08f"
total_cost0.00113481
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"\"\""
detectedLang""
heavyLang""
scores
reliablefalse
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 around here."
detectedLang"en"
heavyLang"en"
scores
en0.8039018503620273
tl0.6403541128734784
ro0.5250852411105699
nl0.5241581259150806
pt0.513715710723192
fr0.5038167938931297
it0.49271592091571276
sv0.4797225186766275
da0.473826227738802
no0.45347533632286996
ca0.4494635798983625
de0.4466515323496027
es0.4261330194231901
sq0.4007375537799632
ms0.38291139240506333
sl0.36357702349869453
cs0.3521594684385382
hr0.32665745856353595
et0.32150313152400833
yo0.30851063829787234
sk0.2696629213483146
pl0.22248803827751198
az0.21370967741935482
lt0.20537897310513448
lv0.19087136929460582
is0.1709183673469388
fi0.12082957619477006
tr0.11684782608695651
be0.06698564593301436
hu0.06429942418426103
uk0.06069364161849711
vi0.06069364161849711
reliabletrue
passestrue
2
name"Melanie"
dialogue"Oh! Um... ich verstehe nicht. Ich spreche kein Englisch."
detectedLang"de"
heavyLang"de"
scores
de0.8098859315589354
nl0.6585365853658536
is0.45482866043613707
ro0.40273037542662116
no0.38811188811188807
en0.38596491228070173
pt0.38271604938271603
sk0.3554327808471455
lt0.3230174081237911
hr0.2985971943887776
da0.28716904276985744
it0.28716904276985744
sv0.2723492723492723
pl0.24731182795698922
sl0.2391304347826087
cs0.2222222222222222
hu0.17061611374407584
ms0.17061611374407584
es0.15254237288135594
fr0.15254237288135594
az0.14425427872860636
ca0.14425427872860636
sq0.14425427872860636
reliabletrue
passestrue
3
name"Hunter"
dialogue"You... don't speak English? Do you understand what I'm saying? I'm with the police."
detectedLang"en"
heavyLang"en"
scores
en0.8220973782771535
tl0.5943637916310845
no0.5423892100192678
da0.5324803149606299
cs0.5010504201680672
sv0.48648648648648646
sk0.4431418522860493
hr0.43113772455089816
nl0.42284325637910086
de0.42073170731707316
ro0.40401505646173147
ms0.39490445859872614
pl0.39413265306122447
sl0.3725231175693527
sq0.3683510638297872
fr0.3356643356643356
pt0.32239657631954355
yo0.2803030303030303
tr0.2658423493044822
it0.25897035881435254
vi0.18941979522184302
eu0.16520210896309317
et0.15780141843971632
lv0.15780141843971632
lt0.15480427046263345
fi0.15026833631484796
az0.13636363636363635
es0.13636363636363635
hu0.13636363636363635
is0.13479052823315119
ca0.1316270566727605
reliabletrue
passestrue
4
name"Melanie"
dialogue"Polizei? Ja, ich verstehe. Aber... ich bin nur hier für Studien. Ich habe nichts gesehen."
detectedLang"de"
heavyLang"de"
scores
de0.831141130465695
nl0.5365853658536586
fr0.4418331374853114
lv0.4418331374853114
sv0.43317422434367536
sk0.4263285024154589
pl0.4242424242424243
fi0.40624999999999994
lt0.40476190476190477
ro0.40176322418136023
ca0.39490445859872614
da0.38946015424164526
sq0.38391699092088194
no0.3823146944083225
eu0.3766404199475065
ms0.36241610738255037
cs0.358974358974359
et0.3384401114206128
en0.3290960451977401
sl0.326241134751773
it0.32432432432432434
hr0.2578125
tr0.25196850393700787
hu0.23633440514469453
es0.22512234910277326
az0.22003284072249588
tl0.22003284072249588
pt0.21875
yo0.13636363636363635
is0.12361623616236161
reliabletrue
passestrue
5
name"Hunter"
dialogue"Look, I just need to know if you've noticed anyone acting strange or if you've seen anything out of the ordinary. People have gone missing."
detectedLang"en"
heavyLang"en"
scores
en0.8231745371333472
tl0.6318752706799481
da0.48578342407743497
no0.48484848484848486
nl0.46874999999999994
sv0.4630448515476942
fr0.42450914014895064
it0.40559440559440557
is0.37637564196625095
hr0.366144668158091
ro0.36424831712789824
yo0.3431221020092735
et0.3348982785602504
ms0.33070866141732286
de0.32324840764331214
cs0.3122977346278317
ca0.31062449310624496
lv0.3055555555555556
sq0.30384930384930386
sk0.30098684210526316
pl0.2851135407905803
lt0.26151172893136404
sl0.2537313432835821
pt0.2530755711775044
es0.22867513611615245
az0.18032786885245902
tr0.1317671092951992
eu0.08602150537634409
fi0.08405172413793104
be0.07608695652173912
hu0.07306434023991276
uk0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
6
name"Melanie"
dialogue"Nein, nein! Ich habe niemanden Verdächtiges gesehen. Nur... ich habe Fotos gemacht. Landschaften. Nur Bäume und Hügel."
detectedLang"de"
heavyLang"de"
scores
de0.7890295358649789
nl0.6335963923337092
da0.4965143299767622
sv0.44539249146757676
no0.43722943722943725
en0.3271221532091097
es0.3207941483803553
pt0.3150684931506849
pl0.30406852248394006
tr0.29729729729729726
ms0.27616926503340755
sq0.24418604651162787
ca0.236192714453584
eu0.23439340400471145
is0.2316784869976359
sk0.22711058263971462
fi0.20245398773006135
fr0.19950738916256158
et0.18851435705368288
az0.1875
lt0.18032786885245902
it0.1751269035532995
lv0.1709183673469388
ro0.16237113402061853
hu0.13793103448275862
tl0.09722222222222222
cs0.09344490934449094
hr0.09344490934449094
sl0.09344490934449094
reliabletrue
passestrue
7
name"Hunter"
dialogue"Photos? You take pictures? Could I see them? Maybe you captured something without realizing it."
detectedLang"en"
heavyLang"en"
scores
en0.8142092746730083
tl0.5243531202435312
fr0.4734625105307498
ca0.45746527777777773
et0.4081439393939394
nl0.3914313534566699
lv0.3693239152371342
sq0.3686868686868687
pt0.3372216330858961
es0.3365180467091295
ro0.3365180467091295
de0.31015452538631344
hr0.30709534368070956
no0.30632630410654826
da0.30167597765363136
it0.29775280898876405
cs0.2824339839265212
sl0.2568370986920333
sv0.251497005988024
lt0.24789410348977134
pl0.23594132029339854
yo0.20685279187817257
sk0.1819371727748691
ms0.17979002624671916
az0.1677762982689747
eu0.11847672778561354
hi0.10968660968660969
be0.10071942446043164
tr0.10071942446043164
hu0.09682080924855492
is0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
8
name"Melanie"
dialogue"Die Fotos? Aber sie sind nicht wichtig. Nur die Natur. Sehen Sie? Nur der See, die Bäume..."
detectedLang"de"
heavyLang"de"
scores
de0.8277112803772216
nl0.6001683501683501
et0.463882618510158
da0.4411764705882353
no0.4114002478314746
en0.3658210947930574
pl0.326241134751773
pt0.3065693430656934
es0.302496328928047
sv0.2973372781065089
ca0.2931547619047619
eu0.2725880551301685
ms0.2692307692307693
cs0.2601246105919003
fr0.23633440514469453
lt0.2313915857605178
sq0.22512234910277326
lv0.22003284072249588
it0.2096505823627288
ro0.20435510887772196
fi0.15630550621669628
yo0.15630550621669628
tl0.1410488245931284
tr0.12844036697247707
hr0.12361623616236161
sk0.12361623616236161
sl0.12361623616236161
az0.11048689138576778
reliabletrue
passestrue
9
name"Hunter"
dialogue"I can't understand what you're saying. This would be a lot easier if we had a translator."
detectedLang"en"
heavyLang"en"
scores
en0.8265815760266371
nl0.5390855457227138
da0.5043616177636797
no0.5043616177636797
sv0.5027844073190135
pl0.46763202725724023
tl0.4667235494880546
ro0.4260789715335169
de0.38665358194308147
cs0.37810945273631835
hr0.375
sk0.3615934627170583
sq0.3609406952965235
ca0.35831622176591377
hu0.35233160621761656
lt0.34141201264488935
yo0.33581296493092455
tr0.3315508021390375
it0.3265086206896552
fr0.3131868131868132
pt0.31015452538631344
et0.2824339839265212
vi0.26122931442080377
is0.2532855436081242
sl0.251497005988024
es0.25059952038369304
lv0.24242424242424243
az0.2350061199510404
ms0.2264851485148515
eu0.17979002624671916
be0.10071942446043164
fi0.09156976744186046
uk0.09156976744186046
reliabletrue
passestrue
10
name"Melanie"
dialogue"Es tut mir leid. Ich wünschte, ich könnte helfen. Aber ich habe wirklich nichts gesehen. Außer..."
detectedLang"de"
heavyLang"de"
scores
de0.8365548607163161
nl0.4351669941060904
hu0.267515923566879
ca0.203601108033241
es0.203601108033241
sk0.17739628040057226
lv0.1726618705035971
eu0.16666666666666666
pl0.16666666666666666
cs0.14814814814814814
hr0.14814814814814814
lt0.13663663663663664
fi0.13273001508295626
sv0.11944869831546708
az0.11809815950920245
is0.11809815950920245
reliabletrue
passestrue
11
name"Hunter"
dialogue"Except what? Did you see something?"
detectedLang"en"
heavyLang"en"
scores
en0.8318385650224215
cs0.44168734491315137
tl0.43324937027707805
et0.43037974683544306
pt0.4289340101522843
es0.4186046511627907
fr0.27184466019417475
ro0.27184466019417475
ms0.25742574257425743
ca0.25
reliabletrue
passestrue
12
name"Melanie"
dialogue"Nein. Es ist nichts. Bitte, ich möchte nicht in Schwierigkeiten geraten."
detectedLang"de"
heavyLang"de"
scores
de0.8331577098700387
nl0.6652572233967583
sv0.4470314318975553
eu0.4290865384615385
pl0.39567430025445294
no0.35020519835841313
it0.3185078909612626
ca0.31457431457431456
es0.31457431457431456
fi0.2983751846381093
lt0.27811550151975684
tl0.2578125
da0.250788643533123
ms0.24841772151898736
en0.24603174603174602
sl0.2448330683624801
ro0.23014586709886548
sk0.2070116861435726
lv0.20168067226890754
et0.19217687074829934
hi0.18244406196213425
hu0.17677642980935876
pt0.17677642980935876
cs0.1739130434782609
tr0.16520210896309317
yo0.15630550621669628
az0.15026833631484796
sq0.14414414414414414
is0.1316270566727605
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hold that thought. Detective Hunter... Yeah? Okay, I'm on my way. Look, I have to go, but I may need to speak with you again. Don't leave town."
detectedLang"en"
heavyLang"en"
scores
en0.8208640674394099
tl0.6181491464510332
da0.44005270092226617
cs0.39155332856120256
pl0.3906810035842294
ca0.358974358974359
yo0.3580060422960725
fr0.35213414634146345
no0.3264659270998415
hr0.32539682539682535
ro0.3205435651478817
sk0.3004115226337448
et0.2951907131011609
it0.2922564529558701
nl0.28870292887029286
sq0.2517605633802817
sv0.24444444444444446
sl0.2251595259799453
pt0.21514312096029548
lv0.17874396135265702
es0.17315175097276264
de0.16829745596868884
lt0.16420845624385447
vi0.1550695825049702
fi0.15
ms0.1388044579533941
tr0.1317671092951992
hi0.08993576017130622
be0.07608695652173912
hu0.07306434023991276
az0.06900328587075576
is0.06900328587075576
uk0.06900328587075576
reliabletrue
passestrue
14
name"Melanie"
dialogue"Was? Warten! Ich verstehe nicht!"
detectedLang"de"
heavyLang"de"
scores
de0.8350439882697948
nl0.6666666666666666
pl0.49209932279909707
en0.4863013698630137
no0.412532637075718
sv0.3967828418230563
es0.3715083798882682
ca0.3644067796610169
sk0.3553008595988539
cs0.30769230769230765
da0.2902208201892744
yo0.27884615384615385
eu0.27184466019417475
fi0.27184466019417475
ms0.25742574257425743
lt0.2549668874172185
hu0.24242424242424243
it0.24242424242424243
tr0.23728813559322032
is0.22945205479452058
fr0.21875
pt0.21875
az0.2077464788732394
ro0.2077464788732394
sq0.2077464788732394
reliabletrue
passestrue
15
name"Hunter"
dialogue"We'll talk later!"
detectedLang"en"
heavyLang"en"
scores
en0.7099767981438515
nl0.625748502994012
tl0.5777027027027027
de0.5551601423487544
da0.4292237442922375
no0.4212962962962963
sv0.4075829383886255
hi0.37810945273631835
pl0.37810945273631835
fr0.36224489795918363
pt0.36224489795918363
reliabletrue
passestrue