Run: 2026-03-15-01KKS37AXGZP99VN8QPNZFGRM6

Run Details

Model:
Z.AI GLM 5 Turbo
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
30.1s
Cost:
$0.007377
Provider:
Z.AI

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

Model response

AI
Maria: "Lo siento, no sé... no sé qué está pasando. Solo estaba revisando las fotos del paisaje." Hunter: "Excuse me, ma'am. I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about the disturbance near the apple orchard yesterday evening." Maria: "¡Ay, por favor! Vi algo en los árboles, algo horripilante, pero no me metí en nada, lo juro por Dios!" Hunter: "Ma'am, I can't understand a word you're saying. Do you speak English? Any English at all?" Maria: "Inglés... no, yo soy de España. Estudio aquí. Por favor, no me arreste, solo miraba por la lente de mi cámara..." Hunter: "Spain? Study abroad? Listen, if you're a student at the college, we can get a translator. Right now, I just need to know if you got a look at whoever took those people. Did you get a picture on that camera?" Maria: "La cámara... sí, el flash se activó. Ellos me vieron. Estoy tan asustada, el hombre en los árboles me miró directamente..." Hunter: "The flash went off? You took a picture of the suspect? Hand it over. I need that camera right now." Maria: "¡No! Es mi equipo, me costó mucho dinero. No puedo dárselo sin un abogado o alguien que hable mi idioma. ¡Estoy temblando, mire mis manos!" Hunter: "I am trying to do my job here, lady. People are missing, and if you have evidence on that memory card, you are hindering an investigation by holding out on me." Maria: "¡Investigación! Yo no investigo nada, soy fotógrafa de paisajes. ¡Manzanas! ¡Solo quería tomar fotos de las manzanas para mi clase!" Hunter: "Apples. Right. Look, just point to the orchard. Did you see the guy in the green jacket or not?" Maria: "No llevo chaqueta verde, yo llevo esta. ¿Por qué es tan agresivo? Aquí en Alborn todos eran tan amables conmigo hasta ahora..." Hunter: "I'm not wearing a jacket. I'm asking about a suspect. Stay right here. Don't move, don't touch that camera." Maria: "No me voy a mover de esta silla. Estoy tan mareada que no puedo caminar de todos modos. ¿Va a traer a alguien que me entienda?" Hunter: "Hunter." Maria: "¿Disculpe?" Hunter: "Yeah. I'm on my way. Right now. Don't let anyone near the perimeter." Maria: "¿Señor? ¿Señor Hunter? ¿Va a volver?" Hunter: "Stay put." Maria: "Pero... ¿y las fotos? El hombre de los árboles... ¿quién va a protegerme si él vuelve?"
created_at"2026-03-15T15:53:18.522Z" 3/15/2026, 3:53:18 PM
model"z-ai/glm-5-turbo-20260315"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1850
moderation_latency(null)
generation_time30029
tokens_prompt317
tokens_completion2346
native_tokens_prompt263
native_tokens_completion2289
native_tokens_completion_images(null)
native_tokens_reasoning1644
native_tokens_cached261
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"
usage0.007376832
router(null)
provider_responses
0
endpoint_id"9ce3b132-3a17-4fea-8092-0e8e519ed32b"
id"202603152353199896b96981624341"
is_byokfalse
latency1850
model_permaslug"z-ai/glm-5-turbo-20260315"
provider_name"Z.AI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.0; linux; x64))"
http_referer(null)
api_type"completions"
id"gen-1773589998-7biHTfNVVyavzGnLgDhE"
upstream_id"202603152353199896b96981624341"
total_cost0.007376832
cache_discount0.00025056
upstream_inference_cost0
provider_name"Z.AI"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Maria"
dialogue"Lo siento, no sé... no sé qué está pasando. Solo estaba revisando las fotos del paisaje."
detectedLang"es"
heavyLang"es"
scores
es0.8129009265858874
pt0.6804625684723068
ca0.6704331450094161
it0.6516257465162575
tl0.4947064485081809
lt0.47447447447447455
lv0.4114349775784753
en0.3993135011441648
sk0.39165701042873696
sl0.37200956937799046
no0.3286445012787723
cs0.3208279430789133
hr0.3110236220472441
sv0.3110236220472441
fr0.3009320905459388
yo0.2981283422459893
ro0.28765264586160105
sq0.2866847826086956
eu0.2827868852459016
pl0.28082191780821925
da0.2335766423357664
tr0.23133235724743775
fi0.22794117647058826
et0.22337278106508876
de0.2033383915022762
nl0.2033383915022762
is0.1898148148148148
ms0.15594855305466235
vi0.14772727272727273
az0.10102739726027396
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, ma'am. I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about the disturbance near the apple orchard yesterday evening."
detectedLang"en"
heavyLang"en"
scores
en0.7739335561234519
tl0.6044031647746818
fr0.5970567624386826
no0.5317589576547231
it0.5234148363033567
nl0.5093856655290102
ro0.4763205828779599
es0.46808510638297873
pt0.46783896344285053
ca0.46361940298507465
da0.46009389671361506
sq0.4465832531280077
sv0.4428294573643411
de0.4258612081877185
cs0.4191919191919192
hr0.407521895929933
sl0.3611111111111111
sk0.34770277935337496
yo0.3321718931475029
ms0.31588340273646637
pl0.3117893476959904
et0.28080050031269543
lt0.26045016077170424
hu0.2389146260754467
lv0.23025435073627845
az0.22818791946308725
tr0.19467787114845939
is0.17739628040057226
fi0.16180758017492713
eu0.1248097412480974
vi0.10366328916601715
be0.05737704918032788
uk0.05193734542456719
reliabletrue
passestrue
2
name"Maria"
dialogue"¡Ay, por favor! Vi algo en los árboles, algo horripilante, pero no me metí en nada, lo juro por Dios!"
detectedLang"es"
heavyLang"es"
scores
es0.7565922920892495
pt0.615631005765535
it0.5562130177514794
ca0.5377503852080123
tl0.5137763371150729
no0.49537426408746843
fr0.45404913557779797
sq0.41972920696324956
da0.3717277486910995
sv0.3697478991596639
en0.3617021276595745
nl0.3348115299334811
ms0.3281075027995521
tr0.3273542600896861
eu0.29906542056074764
yo0.2762364294330519
sl0.2753623188405797
sk0.2601726263871763
lv0.25650557620817843
vi0.24146649810366622
lt0.23857868020304565
ro0.21671018276762402
fi0.20948616600790515
de0.20844327176781002
is0.18256130790190736
cs0.18144611186903137
hr0.14407988587731813
et0.1366906474820144
az0.13544668587896252
pl0.1111111111111111
reliabletrue
passestrue
3
name"Hunter"
dialogue"Ma'am, I can't understand a word you're saying. Do you speak English? Any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8049525101763909
no0.5907473309608541
da0.5689655172413793
tl0.5650529500756429
sv0.49160035366931915
cs0.48057813911472447
pl0.4401168451801363
hr0.4351669941060904
sk0.42384769539078154
ca0.41446028513238287
de0.4126659856996936
sq0.4072164948453608
ro0.3947368421052632
it0.35174746335963925
pt0.33983926521239954
yo0.33061699650756693
nl0.30133657351154314
tr0.3004866180048662
vi0.29792429792429787
hu0.27944862155388467
et0.27122940430925224
is0.26937738246505716
sl0.267515923566879
lt0.20138888888888887
ms0.19014084507042253
az0.18785310734463279
lv0.18785310734463279
es0.18670438472418668
fr0.16907514450867053
be0.10852713178294573
eu0.10852713178294573
fi0.0987460815047022
uk0.0987460815047022
reliabletrue
passestrue
4
name"Maria"
dialogue"Inglés... no, yo soy de España. Estudio aquí. Por favor, no me arreste, solo miraba por la lente de mi cámara..."
detectedLang"es"
heavyLang"es"
scores
es0.8113471212968137
pt0.668467583497053
ca0.6578813988849468
it0.6464117338920902
fr0.60801393728223
sq0.5150862068965517
no0.5098039215686274
ro0.4955156950672646
tl0.48940998487140697
nl0.4449013157894737
eu0.4115082824760244
en0.4109947643979057
yo0.40789473684210525
da0.3440233236151603
tr0.3316831683168317
sk0.3236472945891784
hr0.3161094224924012
sl0.3161094224924012
hu0.296875
de0.2961418143899896
et0.27184466019417475
sv0.20960187353629978
fi0.199288256227758
pl0.1847826086956522
ms0.17883211678832117
lt0.1758241758241758
lv0.16253101736972705
vi0.11067193675889328
cs0.1083223249669749
az0.08536585365853659
reliabletrue
passestrue
5
name"Hunter"
dialogue"Spain? Study abroad? Listen, if you're a student at the college, we can get a translator. Right now, I just need to know if you got a look at whoever took those people. Did you get a picture on that camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8146718146718147
tl0.6177126473399172
no0.5294117647058824
da0.4906621392190153
fr0.48497854077253216
sv0.4711326575583958
nl0.4538006372325899
ro0.4296577946768061
pl0.4269340974212034
ca0.41690962099125367
hr0.40505701536936045
de0.40357852882703776
sq0.40119760479041916
cs0.3954659949622166
it0.3939393939393939
yo0.38208032955715754
et0.37205651491365777
sk0.3548387096774194
sl0.3059572006940428
lv0.28486293206197855
pt0.25742574257425743
fi0.2504684572142411
lt0.24337957124842372
es0.23615531508593254
hu0.23175416133162616
tr0.2277992277992278
az0.2227979274611399
ms0.2172211350293542
is0.20424403183023873
eu0.17469050894085283
vi0.15552427867698804
hi0.06542056074766354
be0.05511811023622047
uk0.0498812351543943
reliabletrue
passestrue
6
name"Maria"
dialogue"La cámara... sí, el flash se activó. Ellos me vieron. Estoy tan asustada, el hombre en los árboles me miró directamente..."
detectedLang"es"
heavyLang"es"
scores
es0.7868605817452358
ca0.6590453269153631
fr0.5756365451822266
pt0.5588998443175921
sq0.5002939447383892
ro0.4943486020226056
it0.47270471464019853
tl0.44078947368421056
nl0.4359654943596549
no0.4197952218430034
sl0.39759036144578314
da0.35361216730038025
de0.35213414634146345
et0.34965570007651114
fi0.33903576982892686
yo0.33749025720966486
en0.3322859387274156
sv0.30838079739625707
ms0.2928452579034942
eu0.2827004219409283
tr0.2772108843537415
is0.19278252611585947
hr0.18738049713193117
lt0.1474423269809428
lv0.14400805639476336
cs0.13793103448275862
hu0.1282051282051282
vi0.08993576017130622
sk0.07809110629067245
az0.06490649064906491
reliabletrue
passestrue
7
name"Hunter"
dialogue"The flash went off? You took a picture of the suspect? Hand it over. I need that camera right now."
detectedLang"en"
heavyLang"en"
scores
en0.8129092609915809
tl0.6590909090909091
fr0.5405819295558958
nl0.5219123505976095
yo0.5188452285485164
ro0.5121951219512195
no0.5012468827930174
da0.48586118251928023
de0.46949602122015915
sq0.4633273703041145
it0.44649446494464945
ca0.42748091603053434
sv0.42748091603053434
sl0.38080495356037153
hr0.35965848452508004
cs0.3442622950819672
es0.33554817275747506
ms0.3220338983050847
et0.3063583815028902
pl0.2779783393501805
pt0.2753623188405797
is0.27448609431680776
hu0.2709599027946537
lv0.2673992673992674
sk0.2518703241895262
tr0.19678714859437751
lt0.19463087248322147
az0.18144611186903137
vi0.18144611186903137
be0.1044776119402985
eu0.1044776119402985
fi0.09502262443438914
uk0.09502262443438914
reliabletrue
passestrue
8
name"Maria"
dialogue"¡No! Es mi equipo, me costó mucho dinero. No puedo dárselo sin un abogado o alguien que hable mi idioma. ¡Estoy temblando, mire mis manos!"
detectedLang"es"
heavyLang"es"
scores
es0.7901016349977905
ca0.5931477516059958
pt0.5760821062025882
it0.5067497403946002
tl0.42073170731707316
fr0.4124922696351268
en0.38391699092088194
yo0.36198791134989927
lv0.3524199045671438
ro0.3219129193433262
et0.2988929889298893
sk0.2905153099327856
no0.2448330683624801
cs0.2375601926163724
hr0.23325262308313155
sl0.23014586709886548
lt0.22448979591836735
pl0.22131147540983606
sq0.21030756442227763
tr0.2070116861435726
ms0.1659350307287094
hu0.16446789797713282
nl0.1449144914491449
de0.13083257090576395
sv0.11297852474323063
da0.11131898971000936
az0.0995260663507109
fi0.07317073170731707
reliabletrue
passestrue
9
name"Hunter"
dialogue"I am trying to do my job here, lady. People are missing, and if you have evidence on that memory card, you are hindering an investigation by holding out on me."
detectedLang"en"
heavyLang"en"
scores
en0.8190700199022978
tl0.6845425867507886
da0.5751911639762107
no0.5169082125603864
cs0.5061728395061729
sk0.49748743718592964
fr0.4747899159663866
ro0.46062567421790723
nl0.4600431965442765
sq0.43117178612059154
pt0.43052391799544415
de0.4232987312572088
yo0.42196531791907516
pl0.4110718492343934
sv0.4033412887828162
ms0.38042131350681535
et0.375
hr0.375
it0.36143039591315457
sl0.3464052287581699
ca0.34554973821989526
es0.3256911665542818
fi0.30747922437673125
lv0.284692417739628
is0.25925925925925924
lt0.22660479505027067
tr0.220576773187841
vi0.220576773187841
hi0.19935948759007205
az0.19743178170144465
eu0.09420289855072464
zh0.07149489322191271
be0.06542056074766354
hu0.06279287722586692
uk0.059266227657572904
reliabletrue
passestrue
10
name"Maria"
dialogue"¡Investigación! Yo no investigo nada, soy fotógrafa de paisajes. ¡Manzanas! ¡Solo quería tomar fotos de las manzanas para mi clase!"
detectedLang"es"
heavyLang"es"
scores
es0.7839005942733658
pt0.63718820861678
ca0.5698924731182796
tl0.5472552348613469
it0.464524765729585
ro0.40074906367041196
fr0.3907083015993907
hr0.37936384794414274
en0.3745113369820172
sk0.37402190923317685
lv0.3665874901029295
sv0.36457505957108816
hu0.35117599351175993
nl0.34264585045193097
tr0.33993399339933994
no0.3237531699070161
et0.3185689948892675
lt0.31212381771281167
sq0.3061578490893322
yo0.3061578490893322
de0.290150842945874
ms0.27927927927927926
da0.2753623188405797
pl0.2753623188405797
sl0.2626728110599078
cs0.25857275254865614
is0.23444976076555024
az0.23076923076923078
fi0.14621131270010673
eu0.08045977011494253
reliabletrue
passestrue
11
name"Hunter"
dialogue"Apples. Right. Look, just point to the orchard. Did you see the guy in the green jacket or not?"
detectedLang"en"
heavyLang"en"
scores
en0.8194095477386935
tl0.700208550573514
fr0.5436507936507937
nl0.49428320140721194
sv0.45754716981132076
no0.4267198404785643
da0.4156504065040651
yo0.4138634046890927
de0.39153439153439157
pl0.35101580135440186
sl0.3235294117647059
et0.32113341204250295
it0.2857142857142857
cs0.26658163265306123
ca0.21124828532235942
ms0.2101648351648352
es0.2058011049723757
ro0.19804741980474197
sk0.18670438472418668
lv0.17503586800573886
hr0.1678726483357453
lt0.1531664212076583
az0.1274658573596358
fi0.1274658573596358
sq0.11944869831546708
tr0.11944869831546708
pt0.11809815950920245
reliabletrue
passestrue
12
name"Maria"
dialogue"No llevo chaqueta verde, yo llevo esta. ¿Por qué es tan agresivo? Aquí en Alborn todos eran tan amables conmigo hasta ahora..."
detectedLang"es"
heavyLang"es"
scores
es0.7859366891541256
ca0.6243169398907104
pt0.5999030067895247
tr0.41071428571428575
fr0.3544600938967136
no0.3298131600324939
it0.3159203980099502
nl0.3119266055045872
tl0.3113522537562604
lv0.2801047120418848
da0.2744063324538259
de0.2724867724867725
ro0.25942549371633755
en0.2506811989100818
hr0.21875
lt0.21652421652421652
sv0.2005813953488372
is0.19980601357904945
sq0.19275929549902154
fi0.1823587710604559
yo0.1791044776119403
eu0.17002012072434608
sk0.1641337386018237
ms0.15471311475409835
sl0.15036045314109164
pl0.14948453608247422
hu0.11003236245954692
az0.09934497816593887
et0.09737417943107221
reliabletrue
passestrue
13
name"Hunter"
dialogue"I'm not wearing a jacket. I'm asking about a suspect. Stay right here. Don't move, don't touch that camera."
detectedLang"en"
heavyLang"en"
scores
en0.8058403230817025
tl0.6209824135839902
fr0.48937908496732024
ro0.42502299908003677
sv0.42075996292863765
nl0.41479400749063666
de0.375
no0.358974358974359
ca0.3315508021390375
es0.3265086206896552
ms0.3235930735930736
pt0.3235930735930736
it0.31167400881057267
da0.29932735426008966
yo0.23594132029339854
sq0.21580928481806777
hu0.1997439180537772
tr0.19871794871794873
is0.1893644617380026
cs0.17437252311756934
sk0.17218543046357618
hr0.1519674355495251
pl0.14383561643835618
sl0.12587412587412586
lt0.11598302687411598
az0.10071942446043164
eu0.10071942446043164
lv0.10071942446043164
vi0.10071942446043164
et0.09156976744186046
fi0.09156976744186046
reliabletrue
passestrue
14
name"Maria"
dialogue"No me voy a mover de esta silla. Estoy tan mareada que no puedo caminar de todos modos. ¿Va a traer a alguien que me entienda?"
detectedLang"es"
heavyLang"es"
scores
es0.791217672413793
pt0.697383834439672
ca0.6640658864325965
fr0.519826517967782
en0.49313276651406146
it0.4870946393117141
ro0.4816053511705686
et0.4618055555555556
no0.43636363636363634
nl0.4074923547400612
sq0.3987587276958883
tl0.3978243978243978
fi0.37399030694668817
ms0.36683006535947715
da0.3530884808013356
hr0.3098842386464826
tr0.3030575539568345
is0.29159049360146255
yo0.2783985102420857
sk0.27705223880597013
de0.26609848484848486
sv0.249031007751938
pl0.24830261881668284
hu0.24610894941634243
sl0.23720472440944884
cs0.2115971515768057
lv0.20594262295081966
lt0.1711229946524064
eu0.15300546448087432
az0.14647577092511013
vi0.08284023668639054
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hunter."
detectedLang"en"
heavyLang"de"
scores
en0.7797356828193832
de0.6376811594202898
da0.6212121212121212
no0.609375
fr0.5901639344262295
sv0.5833333333333334
tl0.5726495726495726
it0.5575221238938053
nl0.5575221238938053
pt0.5575221238938053
ca0.5412844036697247
ms0.5412844036697247
ro0.5412844036697247
sl0.5412844036697247
sq0.5412844036697247
tr0.5412844036697247
reliablefalse
passestrue
16
name"Maria"
dialogue"¿Disculpe?"
detectedLang"en"
heavyLang"es"
scores
en0.5614035087719298
it0.5535714285714286
ro0.5535714285714286
es0.5454545454545454
fr0.5454545454545454
pt0.5454545454545454
ca0.5222929936305732
nl0.506578947368421
sk0.4791666666666667
sl0.4791666666666667
tl0.4791666666666667
reliablefalse
passestrue
17
name"Hunter"
dialogue"Yeah. I'm on my way. Right now. Don't let anyone near the perimeter."
detectedLang"en"
heavyLang"en"
scores
en0.8043478260869565
tl0.5886654478976234
da0.4538834951456311
no0.4260204081632653
fr0.41709844559585496
et0.3784530386740331
cs0.3775933609958506
yo0.3626062322946175
sv0.3430656934306569
nl0.34114202049780384
ms0.33920704845814975
sk0.336283185840708
fi0.3283582089552239
sq0.32432432432432434
pl0.281150159744409
ca0.2730210016155089
sl0.2694805194805195
de0.2549668874172185
hr0.24623115577889448
es0.225473321858864
pt0.21602787456445993
tr0.21052631578947367
hi0.15730337078651685
ro0.14772727272727273
it0.13793103448275862
lt0.11591355599214145
lv0.11591355599214145
reliabletrue
passestrue
18
name"Maria"
dialogue"¿Señor? ¿Señor Hunter? ¿Va a volver?"
detectedLang"es"
heavyLang"es"
scores
es0.7802197802197802
ca0.6363636363636364
ro0.6261682242990654
pt0.6116504854368932
en0.6086105675146771
fr0.5943204868154158
it0.5876288659793815
sv0.5381062355658198
hu0.43820224719101125
de0.43661971830985913
da0.4350282485875706
sl0.4269340974212034
no0.42528735632183906
tl0.41002949852507375
tr0.40476190476190477
nl0.3993993993993994
cs0.39759036144578314
sq0.3957703927492447
sk0.3939393939393939
ms0.37888198757763975
yo0.3730407523510972
hr0.358974358974359
pl0.3442622950819672
lt0.2907801418439716
is0.2727272727272727
az0.25925925925925924
eu0.25925925925925924
lv0.25925925925925924
vi0.25925925925925924
et0.23954372623574144
fi0.23954372623574144
reliabletrue
passestrue
19
name"Hunter"
dialogue"Stay put."
detectedLang"en"
heavyLang"en"
scores
en0.8181818181818182
hr0.7142857142857143
reliablefalse
passestrue
20
name"Maria"
dialogue"Pero... ¿y las fotos? El hombre de los árboles... ¿quién va a protegerme si él vuelve?"
detectedLang"es"
heavyLang"es"
scores
es0.8175182481751825
ca0.696969696969697
fr0.6294008647313156
ro0.5735607675906184
tl0.531615925058548
it0.5245641838351823
pt0.455535390199637
nl0.453551912568306
no0.4323557237464522
en0.41118743866535823
cs0.4065281899109792
de0.40298507462686567
sk0.40119760479041916
yo0.3993993993993994
sq0.39455095862764883
da0.39209726443769
tr0.39148073022312374
hu0.38650306748466257
lt0.3775933609958506
lv0.3730407523510972
sl0.3697478991596639
pl0.3562231759656652
ms0.3348115299334811
sv0.329608938547486
et0.318955732122588
hr0.30313588850174217
az0.29494712103407755
eu0.25650557620817843
vi0.21875
is0.1111111111111111
fi0.09502262443438914
reliabletrue
passestrue