Run: 2026-06-24-01KVX32K6FCC44H05J6GVKJE6A

Run Details

Model:
Z.AI GLM 5.2 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
19.0s
Cost:
$0.003722
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
# Voice Sheet — Cafe Encounter **Setting:** A small cafe in Alborn, MN. Maria sits by the window, scrolling through photos on her camera. Hunter approaches, pulling out a chair. --- Hunter: "Excuse me, miss? I'm Detective Hunter with the Alborn Police Department. I was hoping you could answer a few questions about last Tuesday night. You were near the apple orchard, weren't you?" Maria: *[looks up, startled]* "Oh... lo siento, no entiendo. ¿Qué dice?" Hunter: *[frowning]* "I said — last Tuesday night. The orchard. Did you see anything unusual?" Maria: *[shaking, gripping her camera tightly]* "Por favor, no... no entiendo el inglés. Esa noche... vi algo. Algo terrible. Había un hombre, y él... Dios mío, estaba arrastrando a alguien entre los árboles y yo saqué una foto pero entonces él me vio y yo salí corriendo y —" Hunter: *[holding up his hands]* "Whoa, whoa — slow down. I don't understand a word you're saying. Do you speak any English at all? Even a little?" Maria: *[tears forming]* "No... no English. Lo siento. Yo solo... yo solo quiero ayudar pero no puedo comunicarme con usted. Esa persona, la que arrastraba... ¿está bien? ¿La encontraron?" Hunter: *[sighing, rubbing his temples]* "Okay. Miss, I need you to stay calm. I'm going to find someone who can translate. Can you just... wait here? Don't leave town." Maria: "No entiendo... ¿quiere que me quede? Sí, sí, me quedo. Pero por favor, míreme las fotos. Mire." *[turns camera toward him, pointing at the screen]* "Aquí. ¿Lo ve? Ese hombre. ¿Saben quién es?" Hunter: *[leaning forward, studying the photo]* "Wait — that's... hold on. That could be significant. Can you — can you scroll back? More photos?" Maria: "¿Más fotos? Sí, claro. Tengo muchas. Mire, esta es de antes, cuando todavía no pasaba nada. Y esta... esta la tomé cuando escuché un ruido. Vea, aquí se ve la sombra." Hunter: *[jaw tightening]* "I wish I could understand what you're telling me. The photos help, but —" *[Hunter's phone rings. He glances at the screen and grimaces.]* Hunter: "I have to take this. Detective Hunter. ...What? ...When? ...Dammit. I'm on my way." *[Hunter stands, tucking his phone away.]* Hunter: "Miss, I have to go. Don't leave Alborn, understand? Stay. Here." *[gestures firmly]* Maria: "¿Se va? Espere, por favor, hay más fotos, hay más cosas que quiero contarle —" Hunter: "I'm sorry. I'll be back. Just... stay." *[Hunter exits quickly. Maria watches him leave, then looks down at her camera, trembling.]* Maria: *[quietly, to herself]* "Por favor, vuelva pronto. Tengo miedo." --- **End of Voice Sheet**
created_at"2026-06-24T15:13:15.486Z" 6/24/2026, 3:13:15 PM
model"z-ai/glm-5.2-20260616"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency3487
moderation_latency(null)
generation_time18807
tokens_prompt317
tokens_completion784
native_tokens_prompt270
native_tokens_completion760
native_tokens_completion_images(null)
native_tokens_reasoning51
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
service_tier(null)
usage0.003722
router(null)
provider_responses
0
endpoint_id"442ea97f-ad5e-40d5-b9a6-66e9e0417dce"
id"2026062423131547dbcce240f94edd"
is_byokfalse
latency3487
model_permaslug"z-ai/glm-5.2-20260616"
provider_name"Z.AI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.16.0; linux; x64))"
http_referer(null)
request_id"req-1782313995-9w5u9YQs3bgbKzApz8LN"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1782313995-GdHjUzV3c13VOwikBFSD"
upstream_id"2026062423131547dbcce240f94edd"
total_cost0.003722
cache_discount(null)
upstream_inference_cost0
provider_name"Z.AI"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss? I'm Detective Hunter with the Alborn Police Department. I was hoping you could answer a few questions about last Tuesday night. You were near the apple orchard, weren't you?"
detectedLang"en"
heavyLang"en"
scores
en0.7907949790794979
tl0.6155078500480614
fr0.5834779590419993
nl0.5047461824184895
it0.4628469113697404
no0.45528824330458467
ca0.4323557237464522
ro0.4216867469879518
pt0.4129158512720157
de0.4041708043694141
sq0.40059940059940063
es0.3951612903225807
da0.38650306748466257
sv0.375
cs0.34497816593886466
ms0.33665008291873966
hr0.313893653516295
yo0.30915371329879104
sl0.2797118847539016
et0.27579963789981893
sk0.2601726263871763
pl0.24337957124842372
hu0.2312620115310698
az0.22077922077922074
lt0.2005329780146569
tr0.1880920162381597
fi0.15611814345991562
lv0.15611814345991562
eu0.12023460410557184
is0.1031390134529148
vi0.099774943735934
be0.05511811023622047
uk0.0498812351543943
reliabletrue
passestrue
1
name"Maria"
dialogue"Oh... lo siento, no entiendo. ¿Qué dice?"
detectedLang"es"
heavyLang"es"
scores
es0.8159057437407952
it0.6987951807228916
pt0.6966019417475727
ca0.5535714285714286
lt0.45652173913043476
nl0.4469026548672566
en0.43820224719101125
sk0.4369369369369369
tl0.42660550458715596
fr0.39172749391727496
yo0.3540051679586563
lv0.3438320209973753
hr0.2877492877492877
no0.2795389048991354
cs0.2732558139534884
fi0.2668621700879765
vi0.2668621700879765
tr0.26035502958579887
et0.23547400611620795
pl0.23076923076923078
reliabletrue
passestrue
2
name"Hunter"
dialogue"I said — last Tuesday night. The orchard. Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.8095641134151502
tl0.6495327102803737
et0.5394063459570113
no0.4636471990464839
sq0.4094488188976378
da0.39271255060728744
yo0.3732590529247911
nl0.3440233236151603
ms0.34114202049780384
fr0.3353028064992614
sv0.32432432432432434
cs0.2890995260663507
de0.24874791318864775
hr0.23599320882852293
ca0.23469387755102045
pl0.21875
it0.20353982300884957
ro0.16666666666666666
es0.14611005692599618
pt0.14611005692599618
sk0.13793103448275862
be0.1346153846153846
tr0.1346153846153846
hu0.12959381044487428
az0.12280701754385964
is0.12280701754385964
lt0.12280701754385964
lv0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
3
name"Maria"
dialogue"Por favor, no... no entiendo el inglés. Esa noche... vi algo. Algo terrible. Había un hombre, y él... Dios mío, estaba arrastrando a alguien entre los árboles y yo saqué una foto pero entonces él me vio y yo salí corriendo y —"
detectedLang"es"
heavyLang"es"
scores
es0.8014214046822743
ca0.6209098164405427
pt0.6205059920106525
fr0.6076541850220264
it0.565018315018315
en0.45276497695852536
tl0.38444924406047515
ro0.3675099866844208
no0.34872029250457043
sq0.30487804878048785
et0.2997542997542998
lv0.2896311066799601
da0.2892768079800499
sv0.2892768079800499
nl0.25897035881435254
pl0.2503945291951605
de0.24322889006903875
hu0.23878205128205127
sl0.21444321940463065
cs0.20391061452513964
sk0.20391061452513964
yo0.18291284403669725
eu0.1700640652300524
fi0.16812609457092817
hr0.16028285209192691
vi0.15829887773183698
ms0.15630550621669628
is0.10826032540675845
tr0.10377358490566038
az0.08536585365853659
lt0.05441274054412741
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, whoa — slow down. I don't understand a word you're saying. Do you speak any English at all? Even a little?"
detectedLang"en"
heavyLang"en"
scores
en0.81044650379107
no0.5757385292269013
tl0.5565045992115638
da0.5529801324503312
sv0.4835501147666412
cs0.4407622203811102
pl0.4010647737355812
hr0.39624329159212884
sk0.38524590163934425
ca0.37615526802218113
de0.3744207599629287
sq0.3691588785046729
ro0.3571428571428572
nl0.3528283796740172
it0.3161094224924012
pt0.3048403707518023
yo0.2961418143899896
tr0.26789587852494573
vi0.26550598476605003
hu0.24832962138084633
et0.2407199100112486
is0.23900789177001125
sl0.23728813559322032
fr0.22235023041474655
lt0.17682926829268292
ms0.16666666666666666
az0.1646039603960396
lv0.1646039603960396
es0.16356877323420074
be0.09395973154362416
eu0.09395973154362416
fi0.08536585365853659
uk0.08536585365853659
reliabletrue
passestrue
5
name"Maria"
dialogue"No... no English. Lo siento. Yo solo... yo solo quiero ayudar pero no puedo comunicarme con usted. Esa persona, la que arrastraba... ¿está bien? ¿La encontraron?"
detectedLang"es"
heavyLang"es"
scores
es0.812753036437247
it0.6207462074620747
pt0.6207462074620747
ca0.5681605975723623
fr0.46469907407407407
en0.4171392564587272
tl0.41455696202531644
ro0.38579017264276233
no0.3499648629655657
sq0.32629278951201746
da0.3013595166163142
sk0.3013595166163142
eu0.2647058823529412
yo0.2588141025641026
cs0.2504051863857374
vi0.24857839155158404
sv0.24428104575163398
pl0.23868312757201646
lt0.23363711681855842
lv0.2330016583747927
hr0.20051858254105445
ms0.14746543778801846
tr0.14351851851851852
nl0.14113277623026926
de0.13712686567164178
sl0.13632119514472454
hu0.06376518218623482
is0.06376518218623482
az0.059959349593495935
et0.059959349593495935
reliabletrue
passestrue
6
name"Hunter"
dialogue"Okay. Miss, I need you to stay calm. I'm going to find someone who can translate. Can you just... wait here? Don't leave town."
detectedLang"en"
heavyLang"en"
scores
en0.8120824053452116
tl0.4638602065131056
da0.3755781683626272
hr0.3679775280898876
no0.3673851921274602
cs0.3559160305343511
ca0.3522072936660269
et0.34971098265895956
pl0.3290258449304175
sq0.3119266055045872
sv0.30698151950718683
sk0.2834394904458599
ro0.2757510729613734
it0.2726293103448276
lv0.27184466019417475
lt0.25742574257425743
yo0.24916573971078973
tr0.23728813559322032
az0.2276887871853547
sl0.21052631578947367
pt0.18967587034813926
es0.18674698795180722
vi0.18280871670702178
fr0.10596026490066225
be0.09395973154362416
de0.09029649595687331
eu0.09029649595687331
hu0.09029649595687331
is0.08536585365853659
nl0.08536585365853659
uk0.08536585365853659
ms0.08038147138964578
reliabletrue
passestrue
7
name"Maria"
dialogue"Aquí. ¿Lo ve? Ese hombre. ¿Saben quién es?"
detectedLang"es"
heavyLang"es"
scores
es0.8189499094749548
ca0.7180451127819549
de0.47735191637630664
it0.43820224719101125
pt0.3723849372384937
tr0.3670886075949367
cs0.3150684931506849
yo0.3135011441647597
lv0.2857142857142857
fr0.2753623188405797
hu0.2537313432835821
tl0.23469387755102045
lt0.23273657289002556
vi0.23273657289002556
az0.22680412371134018
reliabletrue
passestrue
8
name"Hunter"
dialogue"Wait — that's... hold on. That could be significant. Can you — can you scroll back? More photos?"
detectedLang"en"
heavyLang"en"
scores
en0.8135653409090909
ca0.5591939546599496
fr0.5205479452054795
tl0.4553941908713693
es0.38524590163934425
pt0.37050359712230213
it0.32605905006418484
hr0.31462140992167104
cs0.29340511440107675
lt0.2677824267782427
yo0.2605633802816902
da0.25213675213675213
sq0.2467718794835007
hi0.23469387755102045
et0.22680412371134018
no0.22566371681415928
fi0.2222222222222222
sv0.21407185628742514
sk0.21052631578947367
de0.20574886535552195
nl0.20574886535552195
hu0.1822429906542056
sl0.1435562805872757
pl0.13793103448275862
az0.12790697674418602
tr0.12790697674418602
ro0.12060301507537688
lv0.1191275167785235
reliabletrue
passestrue
9
name"Maria"
dialogue"¿Más fotos? Sí, claro. Tengo muchas. Mire, esta es de antes, cuando todavía no pasaba nada. Y esta... esta la tomé cuando escuché un ruido. Vea, aquí se ve la sombra."
detectedLang"es"
heavyLang"es"
scores
es0.7965904688105385
ca0.6240601503759399
pt0.6208017334777898
it0.5136637332098194
fr0.500713266761769
ro0.4482396216500263
lv0.41242305540011187
yo0.37648456057007124
cs0.3663246831623416
tl0.35464044253226795
no0.3217054263565891
sq0.31906614785992216
sk0.29388029589778075
tr0.2905405405405405
de0.284741144414169
en0.27884615384615385
hu0.27636113025499653
da0.2532005689900427
lt0.2526690391459075
pl0.22794117647058826
hr0.2227979274611399
sl0.21524663677130043
nl0.21465968586387435
eu0.20754716981132076
ms0.19969512195121952
sv0.19786096256684493
az0.16666666666666666
vi0.14772727272727273
is0.09482758620689655
fi0.08854166666666667
et0.05660377358490566
reliabletrue
passestrue
10
name"Hunter"
dialogue"I wish I could understand what you're telling me. The photos help, but —"
detectedLang"en"
heavyLang"en"
scores
en0.8200719712115153
no0.6212121212121212
fr0.5867768595041323
da0.5829471733086191
nl0.5426829268292682
tl0.5408163265306122
sv0.5389344262295082
sq0.4444444444444444
de0.43467336683417085
ms0.3670886075949367
et0.35344827586206895
ca0.3171471927162367
pl0.3119266055045872
it0.3023255813953488
yo0.30124223602484473
cs0.29577464788732394
es0.2879746835443038
pt0.27184466019417475
ro0.267100977198697
sk0.26350245499181674
lt0.24114671163575044
hr0.23599320882852293
is0.23339011925042585
lv0.22945205479452058
sl0.16356877323420074
hi0.14611005692599618
fi0.14285714285714285
be0.1346153846153846
tr0.1346153846153846
hu0.12959381044487428
az0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
11
name"Hunter"
dialogue"I have to take this. Detective Hunter. ...What? ...When? ...Dammit. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8225552050473186
tl0.63884430176565
da0.5526838966202784
ca0.5140388768898488
cs0.5103373231773667
pl0.4926719278466742
no0.4779582366589328
hr0.47674418604651164
ro0.4712103407755582
sv0.46745562130177515
fr0.4538834951456311
sk0.44785276073619634
it0.43820224719101125
sl0.41935483870967744
yo0.39919893190921224
sq0.3885869565217392
pt0.34114202049780384
et0.3253373313343328
lv0.2913385826771654
es0.2834394904458599
de0.27652733118971057
lt0.2706645056726094
fi0.25
nl0.24369747899159663
tr0.2227979274611399
hi0.15730337078651685
be0.1346153846153846
hu0.12959381044487428
az0.12280701754385964
is0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
ms0.11591355599214145
reliabletrue
passestrue
12
name"Hunter"
dialogue"Miss, I have to go. Don't leave Alborn, understand? Stay. Here."
detectedLang"en"
heavyLang"en"
scores
en0.8
da0.6333638863428047
no0.5793901156677181
pl0.5277449822904369
tl0.5061728395061729
sv0.465954606141522
cs0.4444444444444444
yo0.42938659058487877
sk0.4227994227994228
hr0.3893129770992366
sq0.36908517350157727
de0.3254637436762226
lv0.3162393162393162
nl0.3079584775086505
lt0.2945326278659612
ro0.2907801418439716
ca0.25650557620817843
is0.25512104283054005
sl0.23224568138195778
it0.22330097087378642
be0.14893617021276595
tr0.14893617021276595
hu0.14346895074946467
az0.13606911447084233
et0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
13
name"Maria"
dialogue"¿Se va? Espere, por favor, hay más fotos, hay más cosas que quiero contarle —"
detectedLang"es"
heavyLang"es"
scores
es0.8145979703356753
pt0.6933505487411233
ca0.6650211565585332
it0.6484085862324205
fr0.6005046257359126
ro0.5518867924528302
sl0.46808510638297873
sq0.4378698224852071
en0.42143727161997563
nl0.3823146944083225
no0.3632707774798928
da0.31259044862518093
sv0.3065693430656934
cs0.2994100294985251
hr0.29629629629629634
yo0.291044776119403
tl0.24722662440570525
tr0.2375601926163724
pl0.2351046698872786
lt0.2313915857605178
vi0.22889610389610393
de0.22003284072249588
lv0.22003284072249588
hu0.20833333333333331
eu0.17962003454231434
fi0.17677642980935876
ms0.1410488245931284
sk0.12361623616236161
et0.1171003717472119
az0.11048689138576778
reliabletrue
passestrue
14
name"Hunter"
dialogue"I'm sorry. I'll be back. Just... stay."
detectedLang"en"
heavyLang"en"
scores
en0.7770345596432553
tl0.5
hu0.36908517350157727
lt0.358974358974359
yo0.3548387096774194
et0.33774834437086093
sv0.33774834437086093
it0.3333333333333333
pt0.3333333333333333
ca0.2779783393501805
reliabletrue
passestrue
15
name"Maria"
dialogue"Por favor, vuelva pronto. Tengo miedo."
detectedLang"es"
heavyLang"es"
scores
es0.7955390334572491
pt0.625340599455041
it0.5521172638436482
ca0.5209059233449477
sq0.5
fr0.34210526315789475
no0.34210526315789475
eu0.28756476683937826
is0.2857142857142857
ms0.27055702917771884
hr0.23822714681440443
hu0.21875
de0.21652421652421652
sk0.21652421652421652
en0.207492795389049
ro0.207492795389049
cs0.20520231213872833
et0.20520231213872833
da0.19117647058823528
nl0.19117647058823528
sl0.19117647058823528
sv0.19117647058823528
reliabletrue
passestrue