Run: 2026-02-08-01KGYWY44A06X7JXVRAB9QGK69

Run Details

Model:
Z.AI GLM 4.6
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
25.6s
Cost:
$0.005153
Provider:
BaseTen

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: "..." **VOICE SHEET** Isabella: "Mi scusi?" Hunter: "Excuse me, ma'am? I'm Detective Hunter. I'm hoping you can help me with something." Isabella: "Cosa vuole? Mi scusi, non capisco." Hunter: "I'm investigating a situation that happened a few days ago. Near the old mill. Were you in that area? Did you see anything unusual?" Isabella: "Non capisco l'inglese. Cosa è successo? Sono solo una studentessa. Per favore, non capisco." Hunter: "Ma'am, I don't... I don't understand. English. Do you speak English?" Isabella: "No! Solo italiano! Per favore, cosa vuole da me?" Hunter: "Okay. Okay. Just... the mill. Photo. Your camera. Did you take any photos near the mill?" Isabella: "La mia macchina fotografica? C'è qualcosa che non va? Ho solo scattato delle foto. Del paesaggio. Alberi. Il fiume. Niente di strano." Hunter: "Hey, it's okay. Calm down. I just need to know if you saw... anyone. A person." Isabella: "Una persona? Chi? Non ho visto nessuno. C'era solo me. E la natura. Per favore, mi sta facendo paura." Hunter: "I'm not trying to scare you. I just need answers. Look, do you have a card? A number for your school? Someone who can translate?" Isabella: "Non ho... non capisco. Lasciami in pace, per favore." Hunter: "(His phone rings) Hunter. ... Yeah? ... I'm on my way. (To Isabella) Look... I have to go. We'll... we'll talk again later."
created_at"2026-02-08T15:12:12.63014+00:00" 2/8/2026, 3:12:12 PM
model"z-ai/glm-4.6" 4/6/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency342
moderation_latency(null)
generation_time25395
tokens_prompt261
tokens_completion2250
native_tokens_prompt269
native_tokens_completion2269
native_tokens_completion_images(null)
native_tokens_reasoning1988
native_tokens_cached0
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"
usage0.0051532
router(null)
provider_responses
0
status503
is_byokfalse
latency93
endpoint_id"ed92959c-5309-43f3-b897-8039cb7478af"
provider_name"Mancer 2"
model_permaslug"z-ai/glm-4.6" 4/6/2001, 12:00:00 AM
1
id"chatcmpl-5f380c972b824e148724c567a4987b6a"
status200
is_byokfalse
latency342
endpoint_id"df7ce709-f02d-469f-9178-d8c4c6b5ad42"
provider_name"BaseTen"
model_permaslug"z-ai/glm-4.6" 4/6/2001, 12:00:00 AM
api_type"completions"
id"gen-1770563506-3GtRC3oLTLUmAjyfOs1l"
upstream_id"chatcmpl-5f380c972b824e148724c567a4987b6a"
total_cost0.0051532
cache_discount(null)
upstream_inference_cost0
provider_name"BaseTen"

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. I'm hoping you can help me with something."
detectedLang"en"
heavyLang"en"
scores
en0.7684113015284855
tl0.5590828924162257
pt0.4840041279669762
fr0.4600431965442765
ms0.4298745724059293
es0.4172494172494172
no0.38949938949938945
ca0.3872549019607844
it0.3872549019607844
ro0.3834771886559803
sq0.375
nl0.37421777221526903
da0.3206521739130435
sv0.3006993006993007
sl0.299719887955182
de0.25595238095238093
et0.24812030075187969
cs0.23076923076923078
tr0.21383647798742136
az0.1334488734835355
fi0.13043478260869565
hr0.11816578483245149
reliabletrue
passestrue
4
name"Isabella"
dialogue"Cosa vuole? Mi scusi, non capisco."
detectedLang"it"
heavyLang"it"
scores
it0.7972972972972973
es0.6045694200351494
fr0.5341614906832298
ca0.5263157894736842
pt0.4444444444444444
ro0.44029850746268656
en0.4375
yo0.42159383033419023
tl0.3967828418230563
sl0.2902208201892744
eu0.27884615384615385
hu0.2741935483870968
cs0.267100977198697
sk0.267100977198697
hr0.25742574257425743
pl0.25742574257425743
tr0.24242424242424243
reliabletrue
passestrue
5
name"Hunter"
dialogue"I'm investigating a situation that happened a few days ago. Near the old mill. Were you in that area? Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.8167415464648853
tl0.6219512195121952
nl0.5274390243902438
ro0.49113591595535133
fr0.4812583668005355
sv0.4752877454299256
de0.4636678200692042
it0.4511331444759207
pt0.4314013206162876
ms0.4297277409860191
da0.4074923547400612
no0.3954758190327613
et0.37600644122383253
sl0.356312292358804
es0.3557772236076476
sq0.3552412645590682
cs0.34433164128595606
yo0.34433164128595606
hr0.32842287694974004
ca0.31718061674008813
sk0.30368373764600176
lt0.26190476190476186
az0.2597898758357211
lv0.21717171717171715
is0.21558704453441296
fi0.2083758937691522
pl0.19605809128630705
hu0.16756176154672395
tr0.0903755868544601
zh0.0903755868544601
eu0.08284023668639054
vi0.08284023668639054
reliabletrue
passestrue
6
name"Isabella"
dialogue"Non capisco l'inglese. Cosa è successo? Sono solo una studentessa. Per favore, non capisco."
detectedLang"it"
heavyLang"it"
scores
it0.8059149722735676
ca0.6677215189873418
es0.5635910224438903
fr0.5635910224438903
en0.5614035087719298
pt0.5565878378378378
sv0.4976076555023924
ro0.47864945382323737
nl0.4140625
no0.40273037542662116
da0.3951612903225807
yo0.38882421420256114
tl0.3667068757539204
sq0.362089914945322
lt0.3269230769230769
hr0.3018617021276596
de0.2886178861788618
sl0.2768595041322314
sk0.27083333333333337
cs0.2128935532233883
lv0.20694864048338368
fi0.2033383915022762
is0.16798732171156894
et0.16666666666666666
eu0.14215686274509806
pl0.11317567567567569
reliabletrue
passestrue
7
name"Hunter"
dialogue"Ma'am, I don't... I don't understand. English. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7865853658536586
no0.5995423340961099
da0.5939675174013921
sv0.5460440985732815
cs0.5333333333333334
pl0.49784791965566716
hr0.48604992657856094
tl0.47994056463595847
sk0.45567651632970446
de0.4308943089430894
sq0.4176372712146422
ro0.40273037542662116
nl0.3371212121212121
vi0.3320610687022901
yo0.32038834951456313
pt0.308300395256917
ca0.2827868852459016
is0.2813141683778234
sl0.25531914893617025
it0.24731182795698922
ms0.17061611374407584
be0.16666666666666666
tr0.16666666666666666
hu0.1606714628297362
az0.15254237288135594
et0.15254237288135594
lt0.15254237288135594
lv0.15254237288135594
uk0.15254237288135594
reliabletrue
passestrue
8
name"Isabella"
dialogue"No! Solo italiano! Per favore, cosa vuole da me?"
detectedLang"it"
heavyLang"it"
scores
it0.8127880184331796
es0.7159090909090909
pt0.6670081967213115
ca0.6247113163972287
no0.5987654320987654
sq0.5891276864728192
sl0.5655080213903744
en0.559620596205962
hr0.5289855072463767
nl0.482484076433121
tr0.4328097731239092
fr0.41016333938294003
de0.40909090909090906
tl0.4014732965009208
sv0.3981481481481482
da0.3970315398886827
pl0.3959107806691449
ro0.3879472693032015
lt0.35770750988142297
sk0.34077079107505076
az0.336734693877551
yo0.30851063829787234
ms0.3055555555555556
fi0.2919389978213508
lv0.2872807017543859
eu0.27616926503340755
et0.2261904761904762
vi0.16237113402061853
cs0.15364583333333331
reliabletrue
passestrue
9
name"Hunter"
dialogue"Okay. Okay. Just... the mill. Photo. Your camera. Did you take any photos near the mill?"
detectedLang"en"
heavyLang"en"
scores
en0.784606547960942
tl0.6122026887280249
fr0.5306633291614518
ca0.5052770448548813
sv0.4113029827315541
nl0.3811881188118812
ms0.37810945273631835
es0.3231046931407942
cs0.30683918669131244
it0.2964352720450282
ro0.2964352720450282
de0.27606177606177607
yo0.2219917012448133
et0.21383647798742136
no0.20212765957446807
lt0.1758241758241758
pt0.1758241758241758
da0.17218543046357618
sl0.17218543046357618
sq0.17218543046357618
hi0.17035398230088497
lv0.1591928251121076
reliabletrue
passestrue
10
name"Isabella"
dialogue"La mia macchina fotografica? C'è qualcosa che non va? Ho solo scattato delle foto. Del paesaggio. Alberi. Il fiume. Niente di strano."
detectedLang"it"
heavyLang"it"
scores
it0.8208561191778239
es0.5554515676181563
ca0.5445829338446788
fr0.5031380753138075
ro0.4834148994018489
no0.44509345794392524
pt0.4368701837581506
de0.4186046511627907
da0.3921944977607165
ms0.38271604938271603
en0.3679308050565535
tl0.3452791178497588
nl0.34392265193370164
sl0.33890048712595683
sk0.3338008415147265
sq0.3100944081336238
cs0.28678678678678676
hr0.2813918305597579
pl0.27646610814927647
et0.2753623188405797
sv0.23448831587429494
lt0.22826969943135664
tr0.22258592471358432
lv0.21161825726141079
az0.19695688926458157
yo0.1908006814310051
vi0.16003536693191867
eu0.14798206278026907
fi0.11131898971000936
hu0.08477842003853564
is0.06588003933136675
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hey, it's okay. Calm down. I just need to know if you saw... anyone. A person."
detectedLang"en"
heavyLang"en"
scores
en0.800266311584554
tl0.6003552397868561
sv0.5588235294117647
cs0.5287958115183247
no0.5171673819742489
da0.5071193866374589
ca0.494949494949495
et0.4863013698630137
hr0.4863013698630137
pl0.48571428571428565
sk0.46619217081850534
sq0.44029850746268656
yo0.4325346784363178
lv0.4230769230769231
it0.42159383033419023
lt0.4163424124513619
ro0.4102228047182176
hu0.3885869565217392
pt0.3818681318681319
is0.3767313019390581
ms0.3580599144079886
es0.3283582089552239
tr0.32228915662650603
de0.3212669683257918
sl0.31921331316187596
fr0.3087557603686636
az0.29906542056074764
nl0.24369747899159663
vi0.22813036020583194
be0.1346153846153846
eu0.1346153846153846
fi0.12280701754385964
uk0.12280701754385964
reliabletrue
passestrue
12
name"Isabella"
dialogue"Una persona? Chi? Non ho visto nessuno. C'era solo me. E la natura. Per favore, mi sta facendo paura."
detectedLang"it"
heavyLang"it"
scores
it0.81353591160221
es0.6856078248719143
ca0.6430460074034903
pt0.6008279124778237
ro0.5664739884393063
fr0.5379876796714579
no0.5360824742268042
sq0.5341614906832298
sl0.5164756446991404
tl0.4943820224719101
en0.4783616692426585
nl0.4298986486486487
sk0.4073748902546093
hr0.38130155820348305
da0.37902483900643974
pl0.3784530386740331
cs0.3577545195052331
sv0.3559160305343511
de0.34210526315789475
lv0.3401759530791789
lt0.3382352941176471
eu0.3316831683168317
et0.3041237113402062
yo0.303405572755418
hu0.29906542056074764
fi0.296875
tr0.28722280887011614
ms0.25824175824175827
vi0.24327354260089684
is0.2303306727480046
az0.15307402760351316
reliabletrue
passestrue
13
name"Hunter"
dialogue"I'm not trying to scare you. I just need answers. Look, do you have a card? A number for your school? Someone who can translate?"
detectedLang"en"
heavyLang"en"
scores
en0.82220692819454
tl0.6257846450989859
no0.5019280205655527
da0.49707981829980535
cs0.4840213049267643
sk0.46551724137931033
hr0.44642857142857145
ro0.4318181818181818
et0.4288872512896094
pl0.4276218611521418
it0.42592592592592593
pt0.4106463878326996
yo0.3996901626646011
nl0.3954758190327613
ca0.3935837245696401
sl0.36889250814332253
sv0.3621399176954732
sq0.33760683760683763
tr0.3201754385964912
vi0.2999096657633243
de0.29545454545454547
lv0.2935278030993619
lt0.2896425297891842
hu0.28702851885924563
ms0.27298311444652906
es0.2702448210922787
az0.25766283524904215
is0.22110552763819097
fr0.20267489711934156
eu0.15021929824561403
be0.08284023668639054
fi0.07517899761336516
uk0.07517899761336516
reliabletrue
passestrue
14
name"Isabella"
dialogue"Non ho... non capisco. Lasciami in pace, per favore."
detectedLang"it"
heavyLang"it"
scores
it0.8049414824447333
en0.6192893401015229
ca0.589041095890411
nl0.5098039215686274
ro0.504950495049505
sl0.49664429530201337
sk0.4791666666666667
fr0.4690265486725664
sv0.46714031971580816
es0.460431654676259
no0.460431654676259
pt0.45652173913043476
tl0.44547134935304994
de0.4307400379506641
lt0.4140625
pl0.3723849372384937
yo0.35344827586206895
sq0.3464052287581699
cs0.26108374384236455
eu0.2248062015503876
hr0.2248062015503876
az0.21875
ms0.2
da0.1780821917808219
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hunter. ... Yeah? ... I'm on my way. Look... I have to go. We'll... we'll talk again later."
detectedLang"en"
heavyLang"en"
scores
en0.7982158028887001
tl0.573225516621743
pl0.5666058394160584
da0.5437079731027858
nl0.49841605068637806
no0.4710467706013363
cs0.4552752293577982
yo0.4418331374853114
sk0.43452380952380953
hr0.4193154034229829
ca0.38391699092088194
sv0.3823146944083225
fr0.3466299862448418
de0.33936022253129344
et0.31358381502890176
sq0.28892215568862273
lv0.2803030303030303
sl0.27480916030534347
it0.2725880551301685
lt0.2601246105919003
hi0.25196850393700787
fi0.24000000000000002
ro0.23878205128205127
pt0.22003284072249588
tr0.21357615894039736
be0.12844036697247707
hu0.12361623616236161
az0.1171003717472119
is0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
ms0.11048689138576778
reliabletrue
passestrue