Run: 2026-02-08-01KGYX864Q2HBAPA91FQT58C1K

Run Details

Model:
Z.AI GLM 4.6
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
24.0s
Cost:
$0.005400
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: "..." *** Hunter: "Excuse me? Detective Hunter. Alborn Police. Mind if I join you for a moment?" Isabella: "Alza lo sguardo dalla sua macchina fotografica, gli occhi spalancati. (She looks up from her camera, her eyes wide.)" Hunter: "I'm investigating a situation that happened yesterday evening, down by the river. A few people reported seeing a woman matching your description in the area around that time. I was hoping you might have seen something." Isabella: "Indietreggia di un passo, scuotendo la testa. Le sue labbra tremano mentre parla. (She flinches back, shaking her head. Her lips tremble as she speaks.) Non... non capisco. Per favore, lasciami in pace." Hunter: "Whoa, easy there. Ma'am, I'm not going to hurt you. I just need to ask a few questions. Do you speak any English at all?" Isabella: "Guarda la sua macchina fotografica, poi di nuovo l'investigatore, con il respiro corto. (She looks at her camera, then back at the detective, breathing heavily.) Ho visto qualcosa. C'era... c'era un uomo. E una donna. Gridavano. Poi... poi solo silenzio. È stato terribile." Hunter: "Okay, you're clearly upset. I don't know what you're saying, but I can see you're scared. Look, just... point. Did you see something? Yes or no." Isabella: "Annuisce freneticamente, indicando la sua macchina fotografica. (She nods frantically, pointing at her camera.) Sì! La foto! Ho scattato una foto prima di nascondermi. È tutto qui, dentro." Hunter: "The camera? You have a picture? Let me see." Isabella: "Stringe la macchina fotografica al petto, scuotendo la testa con più forza. (She clutches the camera to her chest, shaking her head more forcefully.) No! Non posso. Ho paura. Lui mi ha vista. So di avermi vista." Hunter: "Ma'am, I can't help you if you don't let me. Whatever you saw, whatever you have on that camera, it could be important. It could help someone." Isabella: "Le lacrime le rigano le guance. (Tears stream down her cheeks.) Per favore, non capite. Non ero io. Volevo solo una foto del tramonto sull'acqua. Non dovevo essere lì." Hunter: "Alright, alright. Take a breath. We're going to figure this out. My name is Hunter. What's your name?" Isabella: "Isabella." Hunter: "Isabella. Okay. Isabella, I need you to stay right here. Don't go anywhere. I'm going to get someone who can help us translate, okay? Can you wait for me?" *(Hunter's phone rings. He answers it, his expression turning serious.)* Hunter: "Hunter. ... What? Where? ... I'm on my way." *(He ends the call and looks back at Isabella, a frustrated sigh escaping him.)* Hunter: "Look, something's come up. I have to go. But this is important. Do you understand? This is very important. Don't leave this cafe. I will be back. Please." Isabella: "Lo guarda con gli occhi pieni di paura mentre si allontana. (She watches him with fear-filled eyes as he walks away.) Ma... tornerà davvero?"
created_at"2026-02-08T15:17:40.271948+00:00" 2/8/2026, 3:17:40 PM
model"z-ai/glm-4.6" 4/6/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency207
moderation_latency(null)
generation_time13503
tokens_prompt261
tokens_completion2346
native_tokens_prompt269
native_tokens_completion2381
native_tokens_completion_images(null)
native_tokens_reasoning1672
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"
usage0.0053996
router(null)
provider_responses
0
status(null)
is_byokfalse
latency59
endpoint_id"c8607edc-8577-4199-b03d-1213da4743dc"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.6" 4/6/2001, 12:00:00 AM
1
id"chatcmpl-30a1c50b41384204a44cba90cb5b69ea"
status200
is_byokfalse
latency207
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-1770563836-JCWpPgLjfjV33CltltNT"
upstream_id"chatcmpl-30a1c50b41384204a44cba90cb5b69ea"
total_cost0.0053996
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"Hunter"
dialogue"Excuse me? Detective Hunter. Alborn Police. Mind if I join you for a moment?"
detectedLang"en"
heavyLang"en"
scores
en0.7712418300653595
ro0.6279234585400425
tl0.6236559139784946
fr0.6151026392961877
it0.6058558558558559
ca0.6016691957511381
no0.5970836531082119
sq0.5806709265175719
pt0.5721271393643031
cs0.5703764320785597
da0.5689655172413793
sv0.5291479820627802
es0.5227272727272727
hr0.5111731843575419
nl0.5102611940298507
sk0.48478900883218845
sl0.4702320887991927
de0.4664634146341463
pl0.4659206510681587
hu0.46098562628336753
et0.4312026002166848
ms0.35424354243542433
tr0.3462017434620174
az0.34045226130653267
yo0.33879093198992444
lt0.3064729194187582
fi0.29718875502008035
lv0.29718875502008035
eu0.23802612481857763
is0.2081447963800905
vi0.20212765957446807
be0.11764705882352942
uk0.10714285714285714
reliabletrue
passestrue
3
name"Isabella"
dialogue"Alza lo sguardo dalla sua macchina fotografica, gli occhi spalancati."
detectedLang"it"
heavyLang"it"
scores
it0.793046357615894
es0.5383194829178208
pt0.5378927911275416
ca0.48717948717948717
ro0.4646680942184154
sq0.44567627494456763
lt0.39759036144578314
de0.3540051679586563
sl0.3103448275862069
sk0.3093922651933701
en0.3084370677731674
cs0.30747922437673125
hr0.3006993006993007
yo0.29676511954992973
et0.28977272727272724
nl0.2774566473988439
sv0.2753623188405797
tl0.23430321592649314
ms0.2223950233281493
fi0.20760697305863707
tr0.20508744038155804
lv0.19614147909967844
no0.19614147909967844
pl0.19614147909967844
da0.19093851132686085
is0.15540540540540537
vi0.1539763113367174
az0.10554561717352416
fr0.10554561717352416
reliabletrue
passestrue
4
name"Hunter"
dialogue"I'm investigating a situation that happened yesterday evening, down by the river. A few people reported seeing a woman matching your description in the area around that time. I was hoping you might have seen something."
detectedLang"en"
heavyLang"en"
scores
en0.8146922567835871
tl0.6380558428128231
nl0.5247793618465716
da0.5203836930455635
sv0.5137200416811393
fr0.5058242146134839
no0.4801336799108801
ro0.47308995107263835
it0.45376511900117056
pt0.4524833789597184
de0.45098039215686275
es0.3944636678200692
ca0.375
cs0.3595608417200366
yo0.3427230046948357
hr0.32465026531596725
ms0.32137663596703825
sk0.2805755395683453
sq0.2753623188405797
pl0.23622476813966176
sl0.23455440131219246
is0.21612541993281076
lt0.19447640966628307
az0.19308357348703167
et0.18840579710144928
fi0.16864608076009502
lv0.16567342073897498
hu0.13739987677141097
tr0.09502262443438914
vi0.0867579908675799
zh0.052132701421800945
be0.047619047619047616
eu0.047619047619047616
uk0.0430622009569378
reliabletrue
passestrue
5
name"Isabella"
dialogue"Indietreggia di un passo, scuotendo la testa. Le sue labbra tremano mentre parla. Non... non capisco. Per favore, lasciami in pace."
detectedLang"it"
heavyLang"it"
scores
it0.7891566265060241
es0.6233318984072321
fr0.6086762075134168
ca0.6058558558558559
ro0.5795290725612686
pt0.5625
tl0.49770378874856486
en0.4915746658919233
sl0.46776155717761553
yo0.43946188340807174
no0.41393168117883455
ms0.40637720488466755
sv0.4039509536784741
nl0.3957182320441989
de0.3640988372093023
sk0.328472755180353
hu0.32795698924731176
sq0.3253662297609869
hr0.31959564541213065
da0.3099369085173501
lv0.289195775792039
lt0.2762613730355666
az0.2714404662781016
tr0.24438687392055264
cs0.22703180212014135
pl0.21875
is0.2023701002734731
et0.1760828625235405
vi0.17140151515151517
fi0.1562198649951784
eu0.14965986394557826
reliabletrue
passestrue
6
name"Hunter"
dialogue"Whoa, easy there. Ma'am, I'm not going to hurt you. I just need to ask a few questions. Do you speak any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.809789500380421
tl0.5306633291614518
no0.46120689655172414
ca0.4549418604651163
cs0.43566591422121903
da0.42835365853658536
hr0.4270435446906035
it0.41905499612703334
pl0.4042891183478951
sq0.3867538838920687
pt0.38524590163934425
sk0.3832236842105263
fr0.38271604938271603
et0.3775933609958506
sv0.3734335839598998
yo0.3595217762596072
de0.3415276558384548
sl0.30619796484736356
ro0.28639391056137015
lv0.2537313432835821
lt0.2492492492492493
vi0.2454728370221328
tr0.23076923076923078
hu0.2291880781089414
es0.21711899791231734
nl0.1847826086956522
is0.15540540540540537
ms0.15254237288135594
az0.1506228765571914
be0.08536585365853659
eu0.08536585365853659
fi0.07749077490774908
uk0.07749077490774908
reliabletrue
passestrue
7
name"Isabella"
dialogue"Guarda la sua macchina fotografica, poi di nuovo l'investigatore, con il respiro corto. Ho visto qualcosa. C'era... c'era un uomo. E una donna. Gridavano. Poi... poi solo silenzio. È stato terribile."
detectedLang"it"
heavyLang"it"
scores
it0.7981413772090189
es0.5865834633385335
ca0.5667102681491171
pt0.5148297326986452
fr0.4746233148295004
ro0.47337042925278217
de0.3985474353154789
en0.3902439024390244
tl0.36874702239161505
no0.36693741041567135
hr0.3635926993275697
sq0.35207823960880197
da0.3469689502217842
yo0.32741116751269034
lt0.3131156039398652
sl0.30591932949188055
lv0.2996828752642706
et0.2922008547008547
az0.29068522483940046
nl0.2845572354211663
sk0.278322440087146
tr0.25894854586129756
sv0.2551995503091624
cs0.2196702002355713
ms0.21643997634535778
pl0.19745608721986674
fi0.19696969696969696
vi0.19059254734270004
hu0.09556313993174062
is0.09494535519125684
eu0.060949681077250184
reliabletrue
passestrue
8
name"Hunter"
dialogue"Okay, you're clearly upset. I don't know what you're saying, but I can see you're scared. Look, just... point. Did you see something? Yes or no."
detectedLang"en"
heavyLang"en"
scores
en0.812303221118915
tl0.5331325301204819
ca0.3552412645590682
fr0.3231441048034934
et0.30180180180180183
tr0.30180180180180183
pl0.2743445692883895
da0.2736644798500469
it0.2674858223062382
no0.23795476892822026
hr0.23645320197044337
sv0.23645320197044337
pt0.21796165489404642
es0.21717171717171715
lv0.2002063983488132
cs0.19102296450939457
ro0.17815482502651114
sk0.17377398720682302
az0.15300546448087432
sq0.1474147414741474
fi0.11931818181818182
yo0.10092807424593969
ms0.0914419695193435
be0.08284023668639054
hu0.07957244655581948
is0.07517899761336516
lt0.07517899761336516
uk0.07517899761336516
vi0.07517899761336516
reliabletrue
passestrue
9
name"Isabella"
dialogue"Annuisce freneticamente, indicando la sua macchina fotografica. Sì! La foto! Ho scattato una foto prima di nascondermi. È tutto qui, dentro."
detectedLang"it"
heavyLang"it"
scores
it0.8051062171116742
es0.6236356793375988
pt0.6212121212121212
ca0.5636998254799301
ro0.5446265938069217
tl0.44165270798436623
fr0.43946188340807174
sq0.421631000578369
en0.4165694282380397
yo0.39722724532851117
hr0.3943064809206541
sk0.39283545840922895
no0.38309685379395436
de0.37849596022374143
nl0.3573264781491003
da0.3514915693904021
lt0.32930918846411805
ms0.3288590604026846
sl0.3288590604026846
cs0.32614555256064687
et0.32523616734143057
tr0.29775280898876405
lv0.23488905891354248
pl0.19871794871794873
sv0.19871794871794873
eu0.18566775244299674
vi0.15325994919559696
fi0.13793103448275862
az0.11426040744021257
hu0.059266227657572904
reliabletrue
passestrue
10
name"Hunter"
dialogue"The camera? You have a picture? Let me see."
detectedLang"en"
heavyLang"en"
scores
en0.8122866894197952
tl0.6376811594202898
fr0.6328437917222964
it0.6201657458563536
ro0.576923076923077
da0.576271186440678
sq0.5729813664596274
sl0.5689655172413793
es0.5476973684210527
et0.5439469320066335
cs0.5393634840871022
nl0.533106960950764
ms0.5192307692307693
yo0.5192307692307693
no0.4821092278719397
ca0.46393762183235865
pt0.4532803180914513
sv0.44779116465863456
de0.43298969072164945
hr0.4186046511627907
hu0.36194895591647336
fi0.3341404358353511
sk0.32098765432098764
pl0.2763157894736842
lt0.22969187675070027
tr0.21875
is0.21428571428571427
az0.20289855072463767
eu0.20289855072463767
lv0.20289855072463767
vi0.20289855072463767
reliabletrue
passestrue
11
name"Isabella"
dialogue"Stringe la macchina fotografica al petto, scuotendo la testa con più forza. No! Non posso. Ho paura. Lui mi ha vista. So di avermi vista."
detectedLang"it"
heavyLang"it"
scores
it0.8021245573838783
es0.6187800963081862
ca0.6006725514922236
ro0.5603887089310505
pt0.5410628019323671
no0.5240480961923848
en0.4760066188637617
sk0.4757174392935982
fr0.46175637393767704
sv0.4110353378797272
sl0.40846824408468246
tl0.39720812182741116
de0.39490445859872614
hr0.38391699092088194
da0.34119278779472956
sq0.33519944016794956
ms0.32814710042432815
lv0.3257629524485451
nl0.32287954383464007
cs0.3185078909612626
yo0.3155619596541787
vi0.3019838354151359
fi0.2709132770529547
tr0.26810477657935283
hu0.2658423493044822
pl0.26242236024844723
et0.26127527216174184
eu0.2566510172143975
is0.1810344827586207
lt0.16299559471365638
az0.058473736372646176
reliabletrue
passestrue
12
name"Hunter"
dialogue"Ma'am, I can't help you if you don't let me. Whatever you saw, whatever you have on that camera, it could be important. It could help someone."
detectedLang"en"
heavyLang"en"
scores
en0.8110831234256928
tl0.5136186770428015
fr0.5033112582781457
ca0.4592645998558039
da0.4415487714072971
it0.4221879815100154
ro0.410840534171249
es0.38825448613376834
sv0.3877551020408163
no0.3811881188118812
pt0.3670886075949367
sq0.3670886075949367
cs0.33035714285714285
yo0.3169398907103825
nl0.2984097287184284
et0.2937853107344633
ms0.25447316103379725
lt0.24698795180722888
hr0.2323439099283521
fi0.23076923076923078
pl0.21875
sl0.2046659597030753
hu0.19700214132762314
tr0.16666666666666666
lv0.1657397107897664
sk0.1638795986622074
hi0.10071942446043164
de0.08759124087591241
be0.08536585365853659
az0.07749077490774908
is0.07749077490774908
uk0.07749077490774908
vi0.07749077490774908
reliabletrue
passestrue
13
name"Isabella"
dialogue"Le lacrime le rigano le guance. Per favore, non capite. Non ero io. Volevo solo una foto del tramonto sull'acqua. Non dovevo essere lì."
detectedLang"it"
heavyLang"it"
scores
it0.7934950955085184
ca0.5703544575725027
es0.5550611790878754
fr0.5166163141993958
en0.46416610850636303
ro0.4528043775649795
pt0.4043186895011169
sl0.38319198149575945
no0.3745113369820172
de0.3665874901029295
yo0.33993399339933994
da0.32489451476793246
sq0.32432432432432434
sk0.31798806479113384
cs0.3162393162393162
tl0.27992799279927993
hr0.26062846580406657
nl0.25788497217068646
sv0.24314096499526963
lt0.2047713717693837
lv0.14712153518123666
et0.14621131270010673
hu0.1091314031180401
eu0.09808342728297632
pl0.07300115874855156
reliabletrue
passestrue
14
name"Hunter"
dialogue"Alright, alright. Take a breath. We're going to figure this out. My name is Hunter. What's your name?"
detectedLang"en"
heavyLang"en"
scores
en0.8202001250781739
tl0.6283128636069812
yo0.4390243902439025
fr0.41624365482233505
da0.41086065573770486
no0.41025641025641024
de0.39537329127234494
nl0.39153439153439157
cs0.3777056277056277
sk0.3770314192849404
sl0.3770314192849404
ro0.375
pl0.3660418963616317
hu0.3502824858757062
ca0.32113341204250295
pt0.32113341204250295
it0.3088942307692307
hr0.28393524283935245
sq0.2656449553001277
es0.25902061855670105
ms0.2580645161290322
lv0.25032594524119944
lt0.24441524310118265
is0.22506738544474394
tr0.19127988748241914
sv0.18785310734463279
az0.10852713178294573
eu0.10852713178294573
vi0.10852713178294573
et0.0987460815047022
fi0.0987460815047022
reliabletrue
passestrue
15
name"Isabella"
dialogue"Isabella."
detectedLang"it"
heavyLang"pt"
scores
it0.6710526315789473
fi0.6359223300970874
ca0.5901639344262295
tl0.5833333333333334
sv0.5738636363636364
es0.5253164556962026
et0.5253164556962026
sq0.5253164556962026
reliabletrue
passestrue
16
name"Hunter"
dialogue"Isabella. Okay. Isabella, I need you to stay right here. Don't go anywhere. I'm going to get someone who can help us translate, okay? Can you wait for me?"
detectedLang"en"
heavyLang"en"
scores
en0.8023715415019763
tl0.5745745745745746
no0.45686900958466453
sq0.4197952218430034
da0.38804895608351336
it0.36377245508982037
ca0.35752078609221466
et0.3405740884406517
pl0.3405740884406517
es0.32806324110671936
pt0.3237867939538584
hr0.3161705551086082
yo0.30612244897959184
cs0.30498773507767785
de0.2672413793103448
sv0.2595818815331011
sl0.23971377459749554
sk0.23903312444046554
ro0.2321589882565492
lv0.22867513611615245
fr0.22374429223744294
lt0.21586715867158673
tr0.19811320754716982
fi0.19507575757575757
az0.18970448045757865
is0.16090819348469892
vi0.15084915084915085
nl0.1474423269809428
ms0.14400805639476336
be0.07608695652173912
eu0.07306434023991276
hu0.07306434023991276
uk0.06900328587075576
reliabletrue
passestrue
17
name"Hunter"
dialogue"Hunter. ... What? Where? ... I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8295454545454545
tl0.5022123893805309
fr0.44581280788177335
pl0.43890274314214467
de0.42455242966751916
cs0.41709844559585496
sk0.41709844559585496
ca0.412532637075718
et0.4063324538258575
fi0.39999999999999997
sq0.3784530386740331
hr0.281150159744409
hi0.27184466019417475
da0.267100977198697
no0.25742574257425743
yo0.25
sv0.23728813559322032
it0.21875
nl0.21875
pt0.21875
ms0.2077464788732394
ro0.2077464788732394
sl0.2077464788732394
tr0.2077464788732394
reliabletrue
passestrue
18
name"Hunter"
dialogue"Look, something's come up. I have to go. But this is important. Do you understand? This is very important. Don't leave this cafe. I will be back. Please."
detectedLang"en"
heavyLang"en"
scores
en0.8158070997990622
tl0.6067683508102956
da0.5012091898428053
no0.4550858652575958
yo0.4246861924686192
pl0.4169611307420495
ro0.3951612903225807
cs0.39159292035398224
nl0.3707093821510297
it0.36391673091750193
ca0.34575733544805715
pt0.3431528662420382
sk0.34
sv0.3352135374697824
fr0.31986809563066776
hr0.3125
lt0.2978723404255319
hu0.29062768701633707
sq0.27821522309711283
de0.26601423487544484
es0.25
sl0.22607879924953095
is0.2172675521821632
lv0.1831683168316832
vi0.17417417417417416
tr0.15384615384615385
be0.0782122905027933
az0.07094594594594594
et0.07094594594594594
uk0.07094594594594594
reliabletrue
passestrue
19
name"Isabella"
dialogue"Lo guarda con gli occhi pieni di paura mentre si allontana. Ma... tornerà davvero?"
detectedLang"it"
heavyLang"it"
scores
it0.8068254990341274
es0.6190476190476191
ca0.6141479099678457
tl0.509403107113655
pt0.4957983193277311
fr0.470432480141218
ro0.4490358126721763
ms0.441860465116279
yo0.4392523364485981
vi0.3981945837512537
lt0.32432432432432434
pl0.32432432432432434
fi0.3047508690614137
en0.30151338766006985
hr0.25925925925925924
sk0.2546583850931677
sq0.24146649810366622
az0.24050632911392408
lv0.23566878980891717
sl0.23273657289002556
hu0.21052631578947367
no0.19678714859437751
tr0.1678224687933426
cs0.16550764951321278
et0.14285714285714285
da0.09774436090225565
reliabletrue
passestrue