Run: 2026-06-24-01KVX35JACAD05Y2MCFVFA1VCT

Run Details

Model:
Z.AI GLM 5.2 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
42.2s
Cost:
$0.007933
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: "¿Perdón? No... no entiendo. ¿El festival? Ayer por la noche vi algo horrible. No puedo dejar de temblar." Hunter: "English? Do you speak English? I need to know if you saw what happened to the missing man." Maria: "No inglés, lo siento. Yo estaba con mi cámara, tomando fotos del crepúsculo, y... de la nada, alguien agarró a esa persona. Fue tan violento. Tengo miedo." Hunter: "Look, I don't speak Spanish. Just... camera. Did you take pictures? Photos?" Maria: "¿La cámara? Sí, sí. Tengo pruebas aquí. Mire, mire estas imágenes. La sombra... es enorme. ¿Usted es de la policía? Necesito protección." Hunter: "I can't make heads or tails of this. Listen, just stay here. Don't delete anything on that camera. I'll be right back with someone who can translate." Maria: "¿Qué dice? Por favor, no me deje sola. El bosque de Alborn me da escalofríos después de lo que vi." Hunter: "Hunter here. ... What? ... Another one? ... I'm on my way. I have to go. Stay put." Maria: "¡Espere! ¡No entiendo! ¿Qué está pasando?"
created_at"2026-06-24T15:14:52.892Z" 6/24/2026, 3:14:52 PM
model"z-ai/glm-5.2-20260616"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2525
moderation_latency(null)
generation_time42069
tokens_prompt317
tokens_completion1683
native_tokens_prompt270
native_tokens_completion1717
native_tokens_completion_images(null)
native_tokens_reasoning1422
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)
usage0.0079328
router(null)
provider_responses
0
endpoint_id"442ea97f-ad5e-40d5-b9a6-66e9e0417dce"
id"202606242314537145db53d97e4485"
is_byokfalse
latency2525
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-1782314092-j260jeTetEAHdO9tyB9s"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1782314092-H1vJrh4RBLfYuZZJqdHC"
upstream_id"202606242314537145db53d97e4485"
total_cost0.0079328
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"Maria"
dialogue"¿Perdón? No... no entiendo. ¿El festival? Ayer por la noche vi algo horrible. No puedo dejar de temblar."
detectedLang"es"
heavyLang"es"
scores
es0.7974797479747975
ca0.64171974522293
pt0.60801393728223
fr0.5812655086848635
it0.5650773195876289
no0.471830985915493
en0.4498777506112469
ro0.4453574363188167
ms0.4384359400998336
tl0.4225834046193328
sq0.41202090592334495
da0.3989314336598397
nl0.3807339449541285
sv0.3546845124282983
sl0.33102081268582756
de0.32432432432432434
az0.31749241658240646
hr0.3091095189355169
hu0.299792531120332
eu0.2710583153347732
sk0.23642533936651583
lt0.23556058890147225
et0.2276887871853547
lv0.2232451093210587
cs0.21693735498839908
tr0.21602787456445993
yo0.21602787456445993
vi0.21420256111757857
fi0.18576598311218334
pl0.16974169741697415
reliabletrue
passestrue
1
name"Hunter"
dialogue"English? Do you speak English? I need to know if you saw what happened to the missing man."
detectedLang"en"
heavyLang"en"
scores
en0.8287084618019871
tl0.5977473853580049
da0.5693367786391041
sv0.54995499549955
no0.5487364620938628
cs0.47201689545934533
hr0.47201689545934533
yo0.4499449944994499
pl0.4469026548672566
ms0.4186046511627907
nl0.4186046511627907
sk0.40191387559808617
sq0.39686369119420983
lv0.36948297604035313
et0.34810951760104303
lt0.3429697766097241
de0.34210526315789475
sl0.32523616734143057
pt0.3065187239944522
is0.3006993006993007
ca0.29577464788732394
it0.2647058823529412
vi0.258160237388724
ro0.24471299093655588
fr0.23076923076923078
az0.20382165605095542
fi0.13494809688581316
be0.12280701754385964
tr0.12280701754385964
hu0.11816578483245149
uk0.11190053285968028
reliabletrue
passestrue
2
name"Maria"
dialogue"No inglés, lo siento. Yo estaba con mi cámara, tomando fotos del crepúsculo, y... de la nada, alguien agarró a esa persona. Fue tan violento. Tengo miedo."
detectedLang"es"
heavyLang"es"
scores
es0.8072687224669602
pt0.6468213925327952
it0.6284501061571126
ca0.6098104793756968
fr0.473420260782347
tl0.4582043343653251
ro0.44267515923566875
yo0.40340909090909094
tr0.373134328358209
en0.37275985663082434
no0.36286407766990286
hu0.3562231759656652
pl0.35304990757855825
sk0.336283185840708
lt0.325626204238921
sv0.3225806451612903
lv0.31596091205211724
vi0.3110236220472441
eu0.3023255813953488
cs0.29245283018867924
nl0.29149797570850206
da0.2895805142083897
sq0.2895805142083897
hr0.2842535787321063
ms0.279835390946502
et0.25742574257425743
sl0.2483894058697209
de0.24623115577889448
az0.19292851652574944
is0.19106317411402157
fi0.05660377358490566
reliabletrue
passestrue
3
name"Hunter"
dialogue"Look, I don't speak Spanish. Just... camera. Did you take pictures? Photos?"
detectedLang"en"
heavyLang"en"
scores
en0.7971818958155422
tl0.5709123757904245
ca0.5401742497579864
ro0.5026178010471204
sv0.4994731296101159
fr0.48648648648648646
de0.38788659793814434
nl0.3863049095607235
no0.38471502590673573
da0.3725231175693527
it0.3649732620320856
et0.35636856368563685
lv0.31358381502890176
sq0.31059506531204645
cs0.27811550151975684
es0.27370030581039756
lt0.2313915857605178
hr0.2263843648208469
hu0.22512234910277326
pl0.2096505823627288
yo0.15480427046263345
pt0.14414414414414414
sl0.1410488245931284
hi0.1394927536231884
ms0.1316270566727605
sk0.1316270566727605
be0.12844036697247707
tr0.12844036697247707
az0.1171003717472119
is0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
4
name"Maria"
dialogue"¿La cámara? Sí, sí. Tengo pruebas aquí. Mire, mire estas imágenes. La sombra... es enorme. ¿Usted es de la policía? Necesito protección."
detectedLang"es"
heavyLang"es"
scores
es0.806949806949807
ca0.6558704453441295
pt0.5814869522402757
it0.48702474351237174
ro0.46168461051298293
eu0.4089012517385257
en0.4064245810055866
no0.4051784464660602
lv0.3984430290162774
fr0.39716312056737585
hu0.39329050678087085
da0.37361827560795874
nl0.3446414803392444
sk0.3405740884406517
de0.33070866141732286
ms0.32965299684542587
yo0.318364073777065
sq0.3172690763052209
tl0.3111831442463533
lt0.29401993355481726
et0.2922564529558701
sv0.2839090143218197
sl0.28209459459459457
tr0.2672413793103448
cs0.23561151079136694
hr0.22018348623853207
az0.18815663801337154
pl0.15084915084915085
is0.11458333333333334
fi0.08993576017130622
vi0.08993576017130622
reliabletrue
passestrue
5
name"Hunter"
dialogue"I can't make heads or tails of this. Listen, just stay here. Don't delete anything on that camera. I'll be right back with someone who can translate."
detectedLang"en"
heavyLang"en"
scores
en0.8087222647283857
tl0.5665366276549632
no0.44071588366890374
fr0.3983152827918171
ca0.38837920489296635
ro0.38271604938271603
sv0.3800371977681339
de0.3585631815266196
it0.34938191281717634
sq0.34895833333333337
nl0.3442622950819672
da0.33993399339933994
yo0.3145990404386566
et0.31176875430144524
hr0.3055555555555556
es0.2774566473988439
tr0.26035502958579887
hu0.258160237388724
pl0.2576095025983668
fi0.25261584454409564
cs0.23195084485407066
pt0.23136049192928518
ms0.222999222999223
sk0.21197793538219067
lt0.19484702093397743
is0.18166939443535188
lv0.17763157894736845
az0.1659716430358632
sl0.16177703269069574
eu0.15540540540540537
vi0.13119026933101652
hi0.07749077490774908
be0.06542056074766354
uk0.059266227657572904
reliabletrue
passestrue
6
name"Maria"
dialogue"¿Qué dice? Por favor, no me deje sola. El bosque de Alborn me da escalofríos después de lo que vi."
detectedLang"es"
heavyLang"es"
scores
es0.7632058287795993
pt0.6555378908320085
ca0.6475054229934923
it0.5681063122923589
fr0.5142002989536621
no0.4702526487367563
ro0.44206008583690987
en0.4298245614035088
da0.3902439024390244
sq0.38446969696969696
sv0.3285123966942149
yo0.3200836820083682
nl0.3172268907563025
tr0.3062966915688367
sl0.29805615550755943
vi0.2809734513274336
hu0.2545871559633027
hr0.2520138089758343
tl0.2511520737327189
eu0.22985781990521328
az0.20634920634920634
de0.18648310387984982
ms0.18444165621079048
pl0.1751269035532995
lv0.1677336747759283
et0.12751677852348994
sk0.12280701754385964
fi0.10344827586206896
reliabletrue
passestrue
7
name"Hunter"
dialogue"Hunter here. ... What? ... Another one? ... I'm on my way. I have to go. Stay put."
detectedLang"en"
heavyLang"en"
scores
en0.831482950039651
tl0.6057513914656772
pl0.597918637653737
hr0.5663265306122449
da0.5641025641025641
cs0.48296836982968366
yo0.46941323345817726
sk0.46202531645569617
no0.4385733157199472
ca0.41054091539528437
sq0.40807799442896936
et0.33800623052959505
sv0.3285939968404423
lv0.30327868852459017
fr0.29867986798679863
sl0.2975206611570248
it0.2951907131011609
lt0.28209459459459457
fi0.2608695652173913
ro0.2595818815331011
tr0.2328519855595668
es0.1904761904761905
de0.17153996101364524
hi0.1650294695481336
be0.1414141414141414
hu0.1361788617886179
az0.1290983606557377
is0.1290983606557377
nl0.1290983606557377
pt0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
ms0.121900826446281
reliabletrue
passestrue
8
name"Maria"
dialogue"¡Espere! ¡No entiendo! ¿Qué está pasando?"
detectedLang"es"
heavyLang"es"
scores
es0.8136856368563685
pt0.7568523430592397
it0.6442432082794307
ca0.6164574616457461
tl0.5416666666666666
en0.5018115942028986
lv0.4586614173228346
eu0.4186046511627907
no0.3806306306306307
sk0.3792325056433409
fr0.3692660550458715
ro0.3514150943396226
pl0.34679334916864607
lt0.3055555555555556
hr0.26861702127659576
ms0.260752688172043
fi0.2486338797814208
tr0.24242424242424243
yo0.24242424242424243
cs0.2403314917127072
et0.21875
nl0.21875
sq0.20520231213872833
reliabletrue
passestrue