Run: 2026-02-08-01KGYZC2RPKMNFBSRBSV578SBY

Run Details

Model:
Z.AI GLM 4.6
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
1m 10s
Cost:
$0.003685
Provider:
DeepInfra

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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
Isabella: "..." Hunter: "..." *** Isabella: "Mi scusi?" Hunter: "Excuse me, ma'am. I'm Detective Hunter with the Alborn Police Department. Do you have a moment?" Isabella: "Sì... sì, certo." Hunter: "I'm investigating some recent activity out at Miller's Pond. I was told you were out there yesterday with your camera. Is that right?" Isabella: "Il lago... sì, ero lì. Per fare fotografie." Hunter: "Right. The pond. Did you happen to see anything unusual? Maybe a car you didn't recognize, or someone who looked like they didn't belong there?" Isabella: "Un uomo... c'era un uomo. L'ho visto." Hunter: "A man? Okay, can you describe him?" Isabella: "Non capisco. Cosa vuole che descriva? L'ho visto litigare con qualcuno. C'era una lotta." Hunter: "Ma'am, I'm sorry, I don't understand what you're saying. Do you speak any English at all?" Isabella: "No... solo italiano. Per favore, deve ascoltarmi. Ho visto qualcosa di terribile." Hunter: "Look, this is important. Just... point. Can you point to where you saw him?" Isabella: "Ho scattato una foto! La prova è qui, nella mia macchina fotografica! L'ho vista con i miei occhi!" Hunter: "A photo? You have a photo? Let me see." Isabella: "Non capisce! Non è semplice! Era spaventoso. La gente è scomparsa, vero? L'ho visto!" Hunter: "I have no idea what you're telling me. This is useless. I'm sorry." Isabella: "Aspetti, non può andarsene! Per favore, mi sta cercando? Pensa che io abbia fatto qualcosa?" Hunter: "(Sighs) Just stay here. Don't go anywhere." *(His phone rings)* Hunter: "Hunter here... Yeah?... Are you sure?... I'm on my way." *(Hunter ends the call and looks at Isabella, his expression frustrated.)* Hunter: "I have to go. We'll talk again later." Isabella: "No! Aspetti! Non mi lasci sola con questo! Ho visto tutto!"
created_at"2026-02-08T15:55:30.961783+00:00" 2/8/2026, 3:55:30 PM
model"z-ai/glm-4.6" 4/6/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency325
moderation_latency(null)
generation_time69747
tokens_prompt261
tokens_completion2023
native_tokens_prompt269
native_tokens_completion2064
native_tokens_completion_images(null)
native_tokens_reasoning1679
native_tokens_cached64
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"
usage0.0036846299999552
router(null)
provider_responses
0
id"chatcmpl-RQbfGJj0BAS5FAUIht2Pjkuq"
status200
is_byokfalse
latency62
endpoint_id"c8607edc-8577-4199-b03d-1213da4743dc"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.6" 4/6/2001, 12:00:00 AM
api_type"completions"
id"gen-1770566060-e3WJWXnpHwDHByAieZAc"
upstream_id"chatcmpl-RQbfGJj0BAS5FAUIht2Pjkuq"
total_cost0.0036846299999552
cache_discount0.0000224000000448
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Isabella"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
1
name"Hunter"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
2
name"Isabella"
dialogue"Mi scusi?"
detectedLang"it"
heavyLang"it"
scores
it0.7262773722627737
sl0.5508982035928144
es0.5398773006134969
yo0.5398773006134969
hu0.53125
ro0.53125
cs0.5222929936305732
sk0.5222929936305732
hr0.5098039215686274
pl0.5098039215686274
tr0.4897959183673469
ca0.46428571428571425
fr0.46428571428571425
reliabletrue
passestrue
3
name"Hunter"
dialogue"Excuse me, ma'am. I'm Detective Hunter with the Alborn Police Department. Do you have a moment?"
detectedLang"en"
heavyLang"en"
scores
en0.7694577646624862
tl0.6310507674144038
fr0.5946822308690013
ro0.5827770360480641
sq0.578272604588394
pt0.5736698499317872
cs0.5370370370370371
ca0.536693847294292
it0.5254365983295368
es0.5074862096138691
no0.5055379746835442
nl0.5023885350318471
da0.497991967871486
sl0.48389760528488857
sk0.4698897370653096
ms0.45934256055363326
hr0.4588744588744588
pl0.4318181818181818
de0.42343173431734316
sv0.4075829383886255
yo0.3699596774193548
hu0.31991294885745375
az0.30709534368070956
et0.28325688073394495
lt0.27578215527230593
fi0.26210153482880755
tr0.24969987995198079
vi0.22456575682382132
eu0.20785804816223066
lv0.2028061224489796
is0.10714285714285714
reliabletrue
passestrue
4
name"Isabella"
dialogue"Sì... sì, certo."
detectedLang"it"
heavyLang"it"
scores
it0.808673469387755
pt0.7232472324723247
es0.7035573122529644
yo0.691358024691358
ca0.6781115879828327
tl0.663677130044843
fr0.5810055865921787
en0.5398773006134969
ro0.4897959183673469
reliabletrue
passestrue
5
name"Hunter"
dialogue"I'm investigating some recent activity out at Miller's Pond. I was told you were out there yesterday with your camera. Is that right?"
detectedLang"en"
heavyLang"en"
scores
en0.8074807480748075
tl0.6301775147928995
nl0.5480371900826446
ro0.497991967871486
de0.47447447447447455
ca0.471937235968618
fr0.46711327649208284
da0.4588744588744588
no0.4500314267756128
it0.4387427838357922
sv0.42585301837270345
cs0.40476190476190477
sk0.36224489795918363
es0.3603801169590643
pt0.35233160621761656
ms0.34161023325808876
hr0.3169398907103825
sq0.3099369085173501
is0.303343949044586
yo0.29605792437650846
et0.28513071895424835
hu0.26160337552742613
az0.23580786026200873
lt0.22360248447204967
tr0.19429097605893186
fi0.18680297397769516
lv0.1830065359477124
pl0.1822429906542056
sl0.17763157894736845
ja0.10256410256410256
be0.07407407407407407
uk0.06716417910447761
vi0.06716417910447761
reliabletrue
passestrue
6
name"Isabella"
dialogue"Il lago... sì, ero lì. Per fare fotografie."
detectedLang"it"
heavyLang"it"
scores
it0.7964169381107492
ca0.5915032679738562
sq0.5511669658886894
ro0.5378927911275416
no0.5283018867924528
yo0.5283018867924528
lt0.4939271255060729
nl0.4600431965442765
tr0.4600431965442765
cs0.4588744588744588
sv0.4553376906318083
sk0.4541484716157206
de0.4517543859649123
fr0.44320712694877507
az0.410377358490566
en0.3670886075949367
hr0.3540051679586563
sl0.3540051679586563
es0.32795698924731176
et0.32795698924731176
lv0.32795698924731176
pl0.32795698924731176
pt0.32795698924731176
da0.3206521739130435
ms0.19093851132686085
reliabletrue
passestrue
7
name"Hunter"
dialogue"Right. The pond. Did you happen to see anything unusual? Maybe a car you didn't recognize, or someone who looked like they didn't belong there?"
detectedLang"en"
heavyLang"en"
scores
en0.822380106571936
tl0.5367987647967061
no0.38817131203263083
fr0.3873383253914227
nl0.3273542600896861
yo0.32685115931189235
da0.31662870159453305
de0.3119266055045872
es0.305019305019305
pt0.305019305019305
ms0.293563579277865
cs0.2747784045124899
et0.2730210016155089
sq0.267100977198697
sk0.225473321858864
hu0.2173913043478261
ca0.21602787456445993
sv0.2119089316987741
pl0.21052631578947367
hr0.20212765957446807
ro0.2
sl0.1899189918991899
tr0.17958067456700091
it0.17883211678832117
lv0.1758241758241758
lt0.1712707182320442
is0.07692307692307693
az0.07216494845360825
eu0.07216494845360825
vi0.07216494845360825
fi0.06542056074766354
reliabletrue
passestrue
8
name"Isabella"
dialogue"Un uomo... c'era un uomo. L'ho visto."
detectedLang"it"
heavyLang"it"
scores
it0.794841735052755
es0.6485943775100402
lv0.5772946859903382
ca0.573170731707317
pt0.5014245014245015
fr0.4631901840490798
ro0.45482866043613707
yo0.37722419928825623
fi0.3346007604562738
lt0.3346007604562738
sl0.3346007604562738
no0.31906614785992216
da0.29149797570850206
is0.29149797570850206
sk0.29149797570850206
tl0.29149797570850206
reliabletrue
passestrue
9
name"Hunter"
dialogue"A man? Okay, can you describe him?"
detectedLang"en"
heavyLang"en"
scores
en0.804177545691906
es0.6590909090909091
tl0.6100519930675911
ca0.5825602968460111
pt0.5192307692307693
ro0.5182012847965739
cs0.4827586206896552
da0.471830985915493
it0.4693396226415094
fr0.45913461538461536
sv0.4578313253012048
de0.4485294117647059
lv0.44168734491315137
lt0.43890274314214467
nl0.43037974683544306
no0.42159383033419023
hu0.4094488188976378
tr0.4063324538258575
az0.3951612903225807
sk0.36619718309859156
yo0.34593023255813954
hr0.33234421364985167
pl0.3181818181818182
sl0.2857142857142857
is0.25
sq0.24242424242424243
eu0.23728813559322032
vi0.23728813559322032
et0.21875
fi0.21875
ms0.21875
reliabletrue
passestrue
10
name"Isabella"
dialogue"Non capisco. Cosa vuole che descriva? L'ho visto litigare con qualcuno. C'era una lotta."
detectedLang"it"
heavyLang"it"
scores
it0.7907599598259123
es0.5725034199726402
ca0.5015948963317385
pt0.4761106454316848
sv0.45223488168273446
tl0.3961352657004831
ro0.38057482656095143
fr0.36676798378926034
en0.36224489795918363
fi0.24242424242424243
is0.2206982543640898
no0.21972534332084895
sl0.20785804816223066
da0.1925064599483204
vi0.17328042328042328
hu0.14733969986357437
ms0.13793103448275862
lt0.12342215988779803
eu0.12219101123595505
de0.11847672778561354
hr0.10841654778887304
yo0.10841654778887304
lv0.10329985652797705
sk0.10329985652797705
reliabletrue
passestrue
11
name"Hunter"
dialogue"Ma'am, I'm sorry, I don't understand what you're saying. Do you speak any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8001918158567775
tl0.5535714285714286
no0.5487364620938628
da0.5236280487804877
sv0.4409660107334526
cs0.3902439024390244
pl0.35699588477366256
de0.3503118503118503
hr0.34623430962343094
sq0.3407172995780591
sk0.31917211328976036
it0.3146929824561403
ca0.3024553571428571
pt0.2905788876276958
ro0.27409988385598144
nl0.22166874221668745
vi0.21777221526908636
tr0.21383647798742136
yo0.20886075949367086
et0.19458762886597938
is0.17979002624671916
sl0.1610738255033557
ms0.10329985652797705
be0.10071942446043164
hu0.09682080924855492
az0.09156976744186046
lt0.09156976744186046
lv0.09156976744186046
uk0.09156976744186046
reliabletrue
passestrue
12
name"Isabella"
dialogue"No... solo italiano. Per favore, deve ascoltarmi. Ho visto qualcosa di terribile."
detectedLang"it"
heavyLang"it"
scores
it0.8089614449461617
ca0.6271186440677966
pt0.6268656716417911
es0.6261046906866077
no0.504950495049505
en0.5031616982836495
fr0.47166186359269935
sq0.4136460554371002
sl0.40476190476190477
de0.3982494529540482
sk0.3895671476137625
tl0.377123442808607
hr0.3685419058553387
nl0.34210526315789475
sv0.3357487922705314
lt0.32844932844932845
da0.32014833127317677
ro0.29757343550446996
ms0.28848641655886154
pl0.2753623188405797
fi0.2724867724867725
lv0.2695883134130146
yo0.26861702127659576
cs0.23076923076923078
tr0.2109038737446198
az0.18154761904761904
vi0.1499227202472952
is0.11575562700964631
et0.10277324632952692
hu0.10277324632952692
reliabletrue
passestrue
13
name"Hunter"
dialogue"Look, this is important. Just... point. Can you point to where you saw him?"
detectedLang"en"
heavyLang"en"
scores
en0.8336106489184693
tl0.6323529411764706
fr0.5575221238938053
ca0.5305164319248826
da0.4968553459119497
ro0.4074074074074074
yo0.3911719939117199
no0.38176197836166925
nl0.36507936507936506
pl0.3620414673046252
cs0.34318555008210183
es0.32998324958123953
pt0.32998324958123953
it0.3277310924369748
lt0.30434782608695654
sv0.29701230228471004
tr0.28186714542190305
hu0.2779783393501805
sq0.26605504587155965
sk0.24812030075187969
lv0.23371647509578544
sl0.23224568138195778
hr0.2248062015503876
et0.20318725099601595
ms0.2
is0.18699186991869918
de0.16317991631799164
az0.16142557651991615
reliabletrue
passestrue
14
name"Isabella"
dialogue"Ho scattato una foto! La prova è qui, nella mia macchina fotografica! L'ho vista con i miei occhi!"
detectedLang"it"
heavyLang"it"
scores
it0.8117372111139963
ca0.6703046839472487
es0.61395101171459
ro0.530440414507772
pt0.511455525606469
no0.4858156028368794
sq0.463360473723168
cs0.46096654275092935
hr0.43491816056118476
sk0.4129554655870445
sv0.40329218106995884
pl0.39532944120100083
tl0.3897306397306397
da0.38715131022823335
fr0.37821612349914235
en0.36010591350397175
de0.35325602140945583
lt0.35267857142857145
et0.34977578475336324
lv0.34566787003610105
sl0.3192488262910798
nl0.30754536771728747
yo0.30422264875239924
vi0.27716849451645065
fi0.25257731958762886
tr0.21536796536796535
is0.21451787648970747
ms0.16474654377880185
hu0.15893271461716937
az0.14403778040141677
eu0.09713574097135741
be0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
15
name"Hunter"
dialogue"A photo? You have a photo? Let me see."
detectedLang"en"
heavyLang"en"
scores
en0.8193315266485999
cs0.6721311475409836
fr0.6655518394648829
et0.6212121212121212
da0.5967741935483871
sl0.5859213250517599
es0.5391705069124424
pt0.5327102803738317
tl0.531615925058548
sq0.5238095238095238
it0.5061728395061729
no0.44598337950138506
hu0.43820224719101125
nl0.4350282485875706
ms0.42363112391930835
ro0.41002949852507375
fi0.40828402366863903
ca0.40476190476190477
sk0.3939393939393939
yo0.3730407523510972
hr0.358974358974359
pl0.3442622950819672
lt0.2907801418439716
hi0.2779783393501805
tr0.2779783393501805
is0.2727272727272727
az0.25925925925925924
eu0.25925925925925924
lv0.25925925925925924
vi0.25925925925925924
de0.250936329588015
sv0.23954372623574144
reliabletrue
passestrue
16
name"Isabella"
dialogue"Non capisce! Non è semplice! Era spaventoso. La gente è scomparsa, vero? L'ho visto!"
detectedLang"it"
heavyLang"it"
scores
it0.7920792079207921
es0.633635729239358
pt0.6148202494497432
ca0.5717781402936378
fr0.5643153526970954
ro0.5643153526970954
en0.44029850746268656
tl0.44029850746268656
no0.3823529411764706
da0.373508353221957
eu0.3251928020565552
nl0.3110236220472441
yo0.30463576158940403
sk0.2905405405405405
ms0.2467718794835007
tr0.23802612481857763
sq0.2369186046511628
sl0.2324561403508772
cs0.14772727272727273
az0.1435562805872757
fi0.1435562805872757
lt0.1435562805872757
vi0.13793103448275862
hr0.13223140495867766
de0.12935323383084577
is0.12060301507537688
lv0.12060301507537688
reliabletrue
passestrue
17
name"Hunter"
dialogue"I have no idea what you're telling me. This is useless. I'm sorry."
detectedLang"en"
heavyLang"en"
scores
en0.8060246462802373
tl0.5775347912524851
no0.51036866359447
da0.48296836982968366
it0.46874999999999994
nl0.4585987261146497
ca0.45161290322580644
es0.43408788282290284
pt0.43408788282290284
sq0.3988684582743989
ms0.3795620437956204
et0.36661698956780925
hr0.3609022556390977
sv0.3580060422960725
hu0.34210526315789475
yo0.3275316455696203
pl0.3210862619808307
lv0.3134087237479806
fr0.2963576158940397
sk0.2772108843537415
tr0.27101200686106347
is0.2672413793103448
cs0.19811320754716982
ro0.17475728155339806
sl0.17153996101364524
de0.16173570019723865
fi0.15
be0.1414141414141414
az0.1290983606557377
lt0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
18
name"Isabella"
dialogue"Aspetti, non può andarsene! Per favore, mi sta cercando? Pensa che io abbia fatto qualcosa?"
detectedLang"it"
heavyLang"it"
scores
it0.8107714701601164
pt0.5557074504442925
ca0.5504840940525588
es0.5489243580846634
fr0.4263018534863195
ro0.41651705565529623
no0.4122965641952984
en0.3885230479774224
sl0.3538767395626242
sv0.3186582809224318
da0.3018259935553169
de0.2713004484304933
ms0.27048260381593714
tl0.268018018018018
sq0.26136363636363635
nl0.2502883506343714
fi0.2261904761904762
lt0.2215568862275449
et0.21307506053268765
hr0.20245398773006135
sk0.1965389369592089
tr0.18648310387984982
yo0.11924119241192413
eu0.11804613297150611
hu0.11564625850340135
cs0.11202185792349727
pl0.10714285714285714
is0.10591471801925723
lv0.0984743411927878
az0.08579465541490858
reliabletrue
passestrue
19
name"Hunter"
dialogue"Just stay here. Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.8021108179419525
sq0.44168734491315137
tl0.44029850746268656
pl0.32432432432432434
et0.3119266055045872
sv0.3119266055045872
de0.25742574257425743
ca0.2549668874172185
yo0.2549668874172185
reliabletrue
passestrue
20
name"Hunter"
dialogue"Hunter here... Yeah?... Are you sure?... I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8148148148148148
tl0.5955882352941176
cs0.4649805447470817
ro0.4294605809128631
fr0.39692982456140347
pl0.3902439024390244
sk0.3692660550458715
sq0.3663594470046083
ca0.3648960739030023
et0.358974358974359
fi0.3529411764705882
de0.24242424242424243
hr0.24242424242424243
hi0.233983286908078
da0.22969187675070027
no0.22096317280453256
yo0.21428571428571427
sv0.20289855072463767
it0.1863905325443787
nl0.1863905325443787
pt0.1863905325443787
ms0.17664670658682635
sl0.17664670658682635
tr0.17664670658682635
reliabletrue
passestrue
21
name"Hunter"
dialogue"I have to go. We'll talk again later."
detectedLang"en"
heavyLang"en"
scores
en0.7982391782831988
da0.6376811594202898
pl0.6180555555555556
tl0.5991253644314869
nl0.597953216374269
no0.5564516129032259
yo0.5225694444444445
hr0.4811320754716981
cs0.461839530332681
sv0.44889779559118237
sk0.4258872651356994
lv0.40217391304347827
lt0.3778280542986425
de0.36194895591647336
ca0.3341404358353511
sq0.3276283618581907
sl0.3055555555555556
it0.2948717948717949
ro0.24657534246575344
hi0.21652421652421652
fr0.20520231213872833
pt0.20520231213872833
be0.20289855072463767
tr0.20289855072463767
hu0.19590643274853803
az0.1863905325443787
et0.1863905325443787
is0.1863905325443787
uk0.1863905325443787
vi0.1863905325443787
reliabletrue
passestrue
22
name"Isabella"
dialogue"No! Aspetti! Non mi lasci sola con questo! Ho visto tutto!"
detectedLang"it"
heavyLang"it"
scores
it0.8160919540229885
es0.6438112199465716
pt0.5807127882599581
ca0.5418098510882016
sk0.5310668229777257
en0.47780678851174935
fr0.4616419919246299
no0.42028985507246375
hr0.4143484626647145
sl0.4091580502215657
cs0.40119760479041916
fi0.3874425727411945
tl0.37791601866251945
tr0.37205651491365777
lv0.33665008291873966
lt0.3197278911564626
ro0.2805755395683453
pl0.2766726943942134
is0.27140255009107467
vi0.24670433145009416
yo0.18032786885245902
eu0.17864476386036962
hu0.17525773195876287
ms0.16666666666666666
et0.16317991631799164
da0.15254237288135594
sq0.15074309978768577
reliabletrue
passestrue