Run: 2026-03-15-01KKS2Z3BD00CZF4292KZH7VJE

Run Details

Model:
Z.AI GLM 5 Turbo
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
9.9s
Cost:
$0.002526
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 vi... lo vi todo desde el puente. Había una luz, y luego... y luego ya no estaba." Hunter: "Excuse me, ma'am. I'm Detective Hunter with the St. Louis County Sheriff's Office. I'm investigating some incidents that happened near the apple orchards last Tuesday. You were seen in the area with your camera. Did you notice anything unusual?" Maria: "¡No entiendo! ¿Policía? Yo... yo solo tomaba fotografías del paisaje. Las manzanas, los árboles... pero luego escuché un grito. Un grito terrible." Hunter: "I'm sorry, I don't... Are you the exchange student staying at the Hansen place? Look, I really need to know if you saw anyone near the north orchard around six p.m. A young woman went missing from that area." Maria: "¡Una mujer! Sí, vi a una mujer con un abrigo rojo. Estaba caminando sola y luego... había un hombre detrás de ella. Él la siguió hacia los árboles y yo... ¡yo debería haber hecho algo! ¡Dios mío, debería haber gritado!" Hunter: "Ma'am, I can see you're upset. I'm not sure if you understand anything I'm saying, but I need help here. A red coat — are you saying you saw a woman in a red coat? Can you describe the man? Was he tall, short?" Maria: "¿Por qué no me entiende? ¡Estaba oscuro pero vi su sombra! Era alto, muy alto. Y tenía algo en la mano, algo que brillaba. Después hubo un ruido, como metal contra metal, y luego... silencio. Solo silencio." Hunter: "I really wish I knew what you were telling me. Listen, is there anyone here who can translate? ¿Español? I don't... Okay, look, just stay here. Don't go anywhere. I'll find someone who can help us communicate." Maria: "¡No, no me deje sola! ¿Y si vuelve? ¿Y si él sabe que lo vi? Llevo tres días sin dormir. Cada vez que cierro los ojos, veo esa luz y escucho ese sonido. Por favor, tiene que ayudarme." Hunter: "I'm going to get help, okay? Just — stay right here." Maria: "Tengo las fotos... todavía están en mi cámara. Todo está en las fotos. Si pudiera solo mostrárselas..." Hunter: "Look, I don't want to leave you like this, but I have to — my phone is ringing. Just stay put. Don't move." Maria: "¡Espera! ¡Las fotografías! ¡Mire las fotografías!" Hunter: "Hunter here. ... What? When? ... I'm on my way."
created_at"2026-03-15T15:48:48.628Z" 3/15/2026, 3:48:48 PM
model"z-ai/glm-5-turbo-20260315"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2243
moderation_latency(null)
generation_time9851
tokens_prompt317
tokens_completion825
native_tokens_prompt263
native_tokens_completion773
native_tokens_completion_images(null)
native_tokens_reasoning165
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"
usage0.002525632
router(null)
provider_responses
0
endpoint_id"9ce3b132-3a17-4fea-8092-0e8e519ed32b"
id"20260315234849fce656eeedf6477b"
is_byokfalse
latency2243
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-1773589728-2SzgeHVmnz0H3ONt2RaZ"
upstream_id"20260315234849fce656eeedf6477b"
total_cost0.002525632
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 vi... lo vi todo desde el puente. Había una luz, y luego... y luego ya no estaba."
detectedLang"es"
heavyLang"es"
scores
es0.832333215672432
pt0.6635977337110481
ca0.5926243567753002
it0.5484790874524715
tl0.47222222222222227
no0.39567430025445294
ro0.39413265306122447
vi0.3782722513089006
yo0.31948424068767906
da0.31654676258992803
fr0.2973372781065089
en0.29210134128166915
tr0.2899850523168909
eu0.28678678678678676
pl0.27480916030534347
nl0.26356589147286824
sk0.2554858934169279
sv0.2263843648208469
lv0.21617161716171615
hu0.20833333333333331
az0.18664383561643835
hr0.1753472222222222
sq0.1517857142857143
de0.1410488245931284
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, ma'am. I'm Detective Hunter with the St. Louis County Sheriff's Office. I'm investigating some incidents that happened near the apple orchards last Tuesday. You were seen in the area with your camera. Did you notice anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.779379320488307
tl0.6138996138996139
fr0.5367510809141445
ro0.4543470352855584
it0.451152579582876
de0.4331065759637188
nl0.43160287987874196
no0.4033412887828162
es0.3966210780370072
pt0.375
ms0.35705100728675526
sq0.3348115299334811
ca0.3345164152617569
sv0.3339253996447602
da0.3032977241058987
sl0.293452661328309
et0.2643452672878862
yo0.2378048780487805
cs0.21996879875195008
hr0.2163009404388715
sk0.18699186991869918
lv0.1601343784994401
az0.15349887133182843
lt0.10979228486646886
is0.08424908424908424
fi0.08200734394124846
pl0.05303030303030303
tr0.03784477228992944
reliabletrue
passestrue
2
name"Maria"
dialogue"¡No entiendo! ¿Policía? Yo... yo solo tomaba fotografías del paisaje. Las manzanas, los árboles... pero luego escuché un grito. Un grito terrible."
detectedLang"es"
heavyLang"es"
scores
es0.7819600642644021
ca0.5977984758679086
it0.5495495495495496
pt0.527363184079602
tl0.504434011476265
fr0.46509009009009006
lv0.428743235117258
en0.38431626701231364
cs0.3361285814116003
no0.3319268635724332
sv0.3199713672154617
et0.31605471562275017
pl0.31457431457431456
hr0.31259044862518093
sk0.2999263080324245
lt0.2873218304576144
da0.2813918305597579
ro0.27370030581039756
nl0.27035330261136714
de0.26754047802621433
ms0.26754047802621433
sl0.2554858934169279
fi0.24722662440570525
tr0.23325262308313155
sq0.23201293451899754
yo0.1739130434782609
az0.1717523975588492
hu0.12683823529411764
eu0.09003831417624522
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry, I don't... Are you the exchange student staying at the Hansen place? Look, I really need to know if you saw anyone near the north orchard around six p.m. A young woman went missing from that area."
detectedLang"en"
heavyLang"en"
scores
en0.8123014727115219
tl0.6713021491782554
no0.5386799148332151
da0.5248538011695907
fr0.4572025052192067
nl0.4540109197816044
cs0.43107221006564556
sv0.4298245614035088
ro0.421193232413179
pl0.3770963104935314
it0.364613880742913
sq0.3503248375812094
pt0.3374108053007136
sk0.3340163934426229
hr0.3288590604026846
ca0.3271221532091097
de0.32502596053997923
yo0.3055555555555556
lt0.29462832338578404
et0.29155313351498635
ms0.2903930131004367
az0.27977839335180055
es0.27293064876957496
lv0.25586720091585574
sl0.2316784869976359
tr0.22109047333732773
is0.21780986762936222
hu0.17825537294563845
fi0.1452991452991453
vi0.13506320691949433
be0.051094890510948905
eu0.051094890510948905
uk0.046221570066030816
reliabletrue
passestrue
4
name"Maria"
dialogue"¡Una mujer! Sí, vi a una mujer con un abrigo rojo. Estaba caminando sola y luego... había un hombre detrás de ella. Él la siguió hacia los árboles y yo... ¡yo debería haber hecho algo! ¡Dios mío, debería haber gritado!"
detectedLang"es"
heavyLang"es"
scores
es0.8145724258289704
ca0.5971563981042655
pt0.5575988896599583
it0.538878842676311
ro0.4393139841688654
tl0.41754225673823664
fr0.4108133086876155
yo0.3640897755610973
da0.28087986463620984
de0.2796610169491525
vi0.2747440273037543
en0.253949678174371
tr0.2508813160987074
no0.2337740384615385
hu0.2197062423500612
sv0.19861722187303585
lv0.19710327455919396
sq0.19609079445145017
sk0.18321588725176166
hr0.1774193548387097
eu0.1655759162303665
is0.1655759162303665
ms0.1600790513833992
nl0.14886515353805072
pl0.1414141414141414
sl0.1296928327645051
lt0.1108786610878661
az0.09446022727272727
cs0.09381663113006397
et0.04708520179372198
fi0.04708520179372198
reliabletrue
passestrue
5
name"Hunter"
dialogue"Ma'am, I can see you're upset. I'm not sure if you understand anything I'm saying, but I need help here. A red coat — are you saying you saw a woman in a red coat? Can you describe the man? Was he tall, short?"
detectedLang"en"
heavyLang"en"
scores
en0.803956513990376
tl0.5528455284552846
sv0.42827442827442824
da0.41921858500527986
nl0.4189117802430005
ro0.4136460554371002
no0.4123931623931624
de0.3685419058553387
es0.3540810334703465
yo0.34911242603550297
sq0.3353474320241692
ca0.33049300060864273
cs0.29936305732484075
it0.29532351057014733
et0.2833876221498371
tr0.26764314247669774
hr0.2651970607882432
ms0.2637215528781794
pl0.2632283991962492
fr0.24502402196293757
fi0.23558026407227242
sl0.2248062015503876
az0.2109038737446198
sk0.2092020129403307
pt0.18093819806403572
lv0.17971662938105892
lt0.17849141150112025
hu0.16855631141345426
is0.16158536585365854
vi0.10786699107866991
be0.05982905982905983
eu0.05982905982905983
uk0.05417024935511608
reliabletrue
passestrue
6
name"Maria"
dialogue"¿Por qué no me entiende? ¡Estaba oscuro pero vi su sombra! Era alto, muy alto. Y tenía algo en la mano, algo que brillaba. Después hubo un ruido, como metal contra metal, y luego... silencio. Solo silencio."
detectedLang"es"
heavyLang"es"
scores
es0.8035041755362698
pt0.6371333534925914
it0.6121525533290239
ca0.5987963891675026
fr0.5088006549324601
en0.39728779507785034
ro0.3902439024390244
no0.3733681462140992
lv0.326221224031443
sq0.3177942012507106
da0.3174061433447099
nl0.30675909878682844
tr0.2886781268524007
tl0.286563614744352
hr0.2797118847539016
sl0.26784624771201954
sv0.26784624771201954
eu0.26605504587155965
sk0.2583436341161928
lt0.2514036182158453
fi0.2047713717693837
vi0.1902834008097166
et0.18588873812754408
pl0.1683991683991684
de0.1649269311064718
ms0.16317991631799164
yo0.14163090128755365
is0.10044977511244377
cs0.09638554216867469
az0.0646921278254092
hu0.0498812351543943
reliabletrue
passestrue
7
name"Hunter"
dialogue"I really wish I knew what you were telling me. Listen, is there anyone here who can translate? ¿Español? I don't... Okay, look, just stay here. Don't go anywhere. I'll find someone who can help us communicate."
detectedLang"en"
heavyLang"en"
scores
en0.7949358059914408
tl0.5587106676899463
es0.4384765625
nl0.4206549118387909
no0.4096509240246407
it0.3985355648535565
de0.3928194297782471
fr0.3869936034115139
da0.38271604938271603
ca0.37938478143551
sq0.36639118457300274
pt0.35861684327941995
sv0.3546576879910213
ro0.3394600804135554
et0.29274292742927427
pl0.2758186397984887
hr0.26517571884984026
cs0.24242424242424243
az0.22349763673193787
sk0.222972972972973
eu0.20853406744666209
hu0.2074431426602343
ms0.2074431426602343
yo0.19804741980474197
lv0.19524142757172847
tr0.1941135248773651
sl0.18957011980267793
fi0.18612880396319886
is0.16363636363636364
lt0.14370811615785556
vi0.11606456571867795
be0.05737704918032788
uk0.05193734542456719
reliabletrue
passestrue
8
name"Maria"
dialogue"¡No, no me deje sola! ¿Y si vuelve? ¿Y si él sabe que lo vi? Llevo tres días sin dormir. Cada vez que cierro los ojos, veo esa luz y escucho ese sonido. Por favor, tiene que ayudarme."
detectedLang"es"
heavyLang"es"
scores
es0.7996645546030563
pt0.5997766195085629
ca0.4922059518186112
it0.46913580246913583
fr0.4099890230515917
no0.40966501922020865
da0.3091259640102828
sq0.30375647668393785
ro0.26671214188267395
yo0.2434904996481351
sv0.23214285714285715
sk0.22606191504679624
tl0.21590080233406272
vi0.2118768328445748
en0.19716206123973115
sl0.19716206123973115
nl0.17938931297709923
pl0.14342629482071714
fi0.1231647634584013
lv0.10862354892205639
cs0.09966499162479062
az0.08898305084745763
hr0.08588435374149661
et0.0811965811965812
tr0.07566638005159072
ms0.0724762726488352
de0.06764960971379011
lt0.06277244986922406
reliabletrue
passestrue
9
name"Hunter"
dialogue"I'm going to get help, okay? Just — stay right here."
detectedLang"en"
heavyLang"en"
scores
en0.8243559718969555
tl0.5677233429394812
yo0.4129158512720157
no0.37888198757763975
da0.3723849372384937
pl0.3103448275862069
sk0.3055555555555556
cs0.30394431554524365
lv0.2890995260663507
sl0.28741092636579574
hr0.27884615384615385
lt0.25742574257425743
et0.2537313432835821
sv0.2537313432835821
is0.25
sq0.25
ca0.20424403183023873
de0.19786096256684493
fr0.19786096256684493
reliabletrue
passestrue
10
name"Maria"
dialogue"Tengo las fotos... todavía están en mi cámara. Todo está en las fotos. Si pudiera solo mostrárselas..."
detectedLang"es"
heavyLang"es"
scores
es0.7968167964781578
pt0.6192893401015229
ca0.5512341062079282
it0.5356037151702787
cs0.5
sk0.49706621961441744
hu0.43872778297474274
fr0.3939393939393939
tl0.3890020366598778
ro0.3756503642039542
sv0.3710691823899371
sl0.36507936507936506
tr0.3541442411194833
lv0.3348115299334811
yo0.33184855233853006
nl0.32356257046223225
no0.3181818181818182
eu0.3119266055045872
sq0.3023255813953488
is0.2890995260663507
en0.281437125748503
pl0.2753623188405797
hr0.2647058823529412
lt0.26380368098159507
da0.25650557620817843
ms0.2518703241895262
de0.18256130790190736
fi0.12280701754385964
et0.09502262443438914
az0.08952959028831564
reliabletrue
passestrue
11
name"Hunter"
dialogue"Look, I don't want to leave you like this, but I have to — my phone is ringing. Just stay put. Don't move."
detectedLang"en"
heavyLang"en"
scores
en0.8264936632468316
tl0.5497259201252936
da0.4884341637010676
no0.484304932735426
nl0.4549763033175355
cs0.41025641025641024
hr0.39790575916230364
pl0.38038793103448276
yo0.37431991294885747
sv0.3604004449388209
sk0.33526011560693636
et0.30806257521058966
hu0.2776381909547738
ca0.2721518987341772
vi0.2542153047989624
it0.2483660130718954
lv0.24342105263157895
fr0.23025435073627845
lt0.22506738544474394
ms0.21768707482993196
is0.21232876712328766
sq0.18899858956276447
sl0.1738505747126437
ro0.13533834586466165
de0.11538461538461538
be0.10852713178294573
tr0.10852713178294573
az0.0987460815047022
uk0.0987460815047022
reliabletrue
passestrue
12
name"Maria"
dialogue"¡Espera! ¡Las fotografías! ¡Mire las fotografías!"
detectedLang"es"
heavyLang"es"
scores
es0.7874601487778958
ca0.6666666666666666
pt0.6161228406909789
it0.5951417004048583
sq0.5454545454545454
ro0.49748743718592964
no0.49238578680203043
tl0.42857142857142855
en0.41348973607038125
hr0.4065281899109792
sl0.4065281899109792
cs0.40119760479041916
sk0.3939393939393939
tr0.39209726443769
de0.38650306748466257
lt0.38650306748466257
et0.37888198757763975
lv0.37888198757763975
nl0.37888198757763975
pl0.37888198757763975
da0.3710691823899371
sv0.3710691823899371
eu0.34210526315789475
az0.2277992277992278
fr0.2277992277992278
ms0.2277992277992278
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hunter here. ... What? When? ... I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.830444611906556
tl0.5022123893805309
fr0.44581280788177335
pl0.43890274314214467
cs0.41709844559585496
sk0.41709844559585496
sq0.4140625
ca0.412532637075718
et0.4063324538258575
fi0.39999999999999997
de0.281150159744409
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