Run: 2026-04-24-01KQ03PD627DGY9FWMDBS70SA4

Run Details

Model:
Z.AI GLM 4.5 Air
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
33.0s
Cost:
$0.000698
Provider:
SiliconFlow

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: Maria and Hunter** Maria: (Looking through her camera, then noticing Hunter approach) "¿Hola? ¿En qué puedo ayudarte?" Hunter: "Excuse me, ma'am. I'm Detective Hunter. I was wondering if you might have seen anything unusual around town recently?" Maria: (Shaking her head, looking concerned) "Lo siento, no entiendo. ¿Me puedes repetir?" Hunter: (Frustrated, gesturing with his hands) "Unusual. Strange. Last night. Did you see anything last night?" Maria: (Understanding "last night," points to her camera) "Fotografíé el atardecer anoche. Pero estaba solo en el parque. No vi nada raro." Hunter: (More confused, speaking slowly) "Park? What park? Did you see anyone there? Anyone at all?" Maria: (Growing more agitated, gestures with her hands as if describing someone) "Hubo un hombre. Llevaba un abrigo oscuro. Pero no hizo nada. Solo caminaba y miraba alrededor." Hunter: (Pulls out notepad) "Dark coat. A man? What time? Can you show me?" Maria: (Checks her camera, then shows him a photo) "Aquí. Tomé esta foto. ¿Ves?" Hunter: (Squinting at the photo) "I can't make out much from this. Do you have anything clearer? Maybe of this man?" Maria: (Shakes her head) "No, lo siento. Solo estaba practicando fotos del paisaje. No pensé que fuera importante." Hunter: (His phone rings, answers) "Hunter... What? Okay, I'm on my way." (To Maria) "I'm sorry, but I have to go. Can you come to the station tomorrow? We'll need a translator." Maria: (Nods nervously) "Sí, claro. ¿A qué hora?" Hunter: "Ten a.m. Don't be late." (Hurries away)
created_at"2026-04-24T16:03:18.861Z" 4/24/2026, 4:03:18 PM
model"z-ai/glm-4.5-air"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency3807
moderation_latency(null)
generation_time32907
tokens_prompt317
tokens_completion856
native_tokens_prompt264
native_tokens_completion769
native_tokens_completion_images(null)
native_tokens_reasoning342
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"
usage0.0006983
router(null)
provider_responses
0
endpoint_id"f7dc79ca-bbbd-41a1-8eef-616d981ff1cb"
id"019dc03b45a947cb4bbb7539a486f887"
is_byokfalse
latency3807
model_permaslug"z-ai/glm-4.5-air"
provider_name"SiliconFlow"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777046598-nm7RhoNzPVVHliJ5Ut89"
session_id(null)
api_type"completions"
id"gen-1777046598-dURgE2a1IrCAbhAcVmvN"
upstream_id"019dc03b45a947cb4bbb7539a486f887"
total_cost0.0006983
cache_discount(null)
upstream_inference_cost0
provider_name"SiliconFlow"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Maria"
dialogue"¿Hola? ¿En qué puedo ayudarte?"
detectedLang"es"
heavyLang"es"
scores
es0.7983870967741935
nl0.5327102803738317
no0.5271867612293144
da0.5180722891566265
fr0.5157384987893463
eu0.46808510638297873
ca0.42528735632183906
sv0.42528735632183906
is0.40119760479041916
tr0.3548387096774194
ro0.35064935064935066
it0.33774834437086093
pt0.3174061433447099
fi0.29577464788732394
de0.2727272727272727
sl0.2727272727272727
sq0.250936329588015
tl0.250936329588015
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, ma'am. I'm Detective Hunter. I was wondering if you might have seen anything unusual around town recently?"
detectedLang"en"
heavyLang"en"
scores
en0.7940074906367041
tl0.5144202472042377
da0.5056920311563811
no0.47817836812144215
nl0.472168905950096
sv0.4353182751540041
de0.3964886613021215
sq0.39293598233995586
it0.3778280542986425
fr0.3773584905660377
pt0.374051593323217
ro0.36342592592592593
ca0.3514150943396226
es0.3373493975903614
ms0.32098765432098764
cs0.27821522309711283
sl0.25136116152450094
hr0.24588665447897623
et0.2417279411764706
yo0.23112767940354148
az0.14330218068535827
sk0.140625
tr0.13522012578616352
lt0.13249211356466878
pl0.13249211356466878
fi0.08333333333333334
be0.0782122905027933
hu0.07511210762331838
is0.07094594594594594
lv0.07094594594594594
uk0.07094594594594594
vi0.07094594594594594
reliabletrue
passestrue
2
name"Maria"
dialogue"Lo siento, no entiendo. ¿Me puedes repetir?"
detectedLang"es"
heavyLang"es"
scores
es0.809402795425667
pt0.732620320855615
it0.6428571428571429
ca0.6254681647940075
en0.5447647951441578
no0.46714031971580816
et0.460431654676259
fr0.45652173913043476
lt0.4117647058823529
sk0.39271255060728744
tl0.38271604938271603
fi0.3562231759656652
nl0.3492407809110629
sq0.33035714285714285
yo0.3135011441647597
lv0.30394431554524365
hr0.2518703241895262
da0.24812030075187969
cs0.23857868020304565
vi0.23273657289002556
sl0.22680412371134018
tr0.22680412371134018
ro0.2227979274611399
de0.21875
ms0.21875
pl0.2
reliabletrue
passestrue
3
name"Hunter"
dialogue"Unusual. Strange. Last night. Did you see anything last night?"
detectedLang"en"
heavyLang"en"
scores
en0.805505685218432
tl0.6459694989106753
et0.5584239130434783
da0.453781512605042
no0.44821731748726656
de0.4298245614035088
nl0.42781690140845074
fr0.4080145719489982
ms0.4014732965009208
cs0.33127572016460904
sq0.3285123966942149
hr0.214975845410628
sk0.21307506053268765
sl0.21307506053268765
it0.2034313725490196
pl0.1935483870967742
es0.19154228855721395
pt0.19154228855721395
ro0.1875
yo0.18546365914786966
sv0.181360201511335
lv0.17721518987341772
is0.1709183673469388
lt0.1709183673469388
az0.15364583333333331
tr0.15364583333333331
reliabletrue
passestrue
4
name"Maria"
dialogue"Fotografíé el atardecer anoche. Pero estaba solo en el parque. No vi nada raro."
detectedLang"es"
heavyLang"es"
scores
es0.777542372881356
pt0.6244635193133047
ca0.5769540692989524
it0.49904580152671757
no0.47968285431119917
da0.4372990353697749
sv0.43548387096774194
fr0.42371020856201974
tr0.38380281690140844
nl0.34375
en0.3269230769230769
lv0.3251928020565552
tl0.3155149934810952
hr0.3119266055045872
ro0.3119266055045872
sk0.29624664879356566
de0.2886178861788618
sl0.28765264586160105
pl0.27285318559556787
eu0.2636746143057504
sq0.20454545454545453
cs0.2033383915022762
is0.2033383915022762
lt0.1935483870967742
hu0.19230769230769232
et0.18856259659969088
vi0.16
fi0.13793103448275862
az0.10102739726027396
ms0.10102739726027396
reliabletrue
passestrue
5
name"Hunter"
dialogue"Park? What park? Did you see anyone there? Anyone at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8376623376623377
tl0.6575342465753424
et0.48405253283302063
de0.47619047619047616
no0.461839530332681
da0.3888888888888889
sq0.3529411764705882
cs0.22096317280453256
nl0.22096317280453256
it0.207492795389049
sv0.207492795389049
reliabletrue
passestrue
6
name"Maria"
dialogue"Hubo un hombre. Llevaba un abrigo oscuro. Pero no hizo nada. Solo caminaba y miraba alrededor."
detectedLang"es"
heavyLang"es"
scores
es0.7937435544860777
it0.5847750865051903
ca0.5176848874598071
pt0.5157384987893463
tl0.40711462450592883
fr0.3814432989690722
lv0.33184855233853006
en0.27184466019417475
ro0.2682926829268293
yo0.25280199252801994
pl0.23076923076923078
tr0.2125984251968504
hr0.14407988587731813
vi0.14040114613180515
no0.13916786226685796
sk0.13169319826338638
sq0.11242603550295857
da0.10979228486646886
reliabletrue
passestrue
7
name"Hunter"
dialogue"Dark coat. A man? What time? Can you show me?"
detectedLang"en"
heavyLang"en"
scores
en0.8062015503875969
tl0.6376811594202898
pt0.6087636932707355
nl0.5697074010327022
no0.5689655172413793
da0.5247148288973384
es0.4834710743801653
sq0.46808510638297873
ca0.4600431965442765
cs0.45652173913043476
fr0.4541484716157206
it0.45054945054945056
hr0.43946188340807174
sv0.4318181818181818
de0.42263279445727486
lv0.41588785046728977
sl0.41588785046728977
lt0.4131455399061033
et0.3872549019607844
hu0.3842364532019704
tr0.3811881188118812
az0.37027707808564225
ms0.37027707808564225
ro0.3573264781491003
fi0.3556701030927836
sk0.34210526315789475
yo0.32249322493224936
pl0.29577464788732394
is0.23076923076923078
eu0.21875
vi0.21875
reliabletrue
passestrue
8
name"Maria"
dialogue"Aquí. Tomé esta foto. ¿Ves?"
detectedLang"es"
heavyLang"es"
scores
es0.7510668563300142
ca0.6346555323590815
pt0.5308310991957105
sl0.5257452574525745
sk0.4664634146341463
cs0.45652173913043476
no0.31906614785992216
da0.2857142857142857
de0.2647058823529412
it0.2647058823529412
lv0.2647058823529412
nl0.2647058823529412
pl0.2647058823529412
ro0.2647058823529412
et0.25213675213675213
hr0.25213675213675213
reliabletrue
passestrue
9
name"Hunter"
dialogue"I can't make out much from this. Do you have anything clearer? Maybe of this man?"
detectedLang"en"
heavyLang"en"
scores
en0.8297002724795639
tl0.6038034865293186
da0.513145082765336
no0.4629430719656284
sq0.41245593419506466
cs0.3872549019607844
yo0.3573264781491003
de0.3556701030927836
pl0.3498049414824447
sv0.3464052287581699
hr0.3412384716732542
nl0.3112947658402204
sk0.28977272727272724
vi0.258160237388724
lv0.25484351713859915
lt0.2389649923896499
pt0.2378048780487805
is0.2331288343558282
ca0.2163009404388715
sl0.1935483870967742
it0.18699186991869918
ro0.15254237288135594
ms0.13494809688581316
fr0.1334488734835355
be0.12280701754385964
tr0.12280701754385964
hu0.11816578483245149
az0.11190053285968028
et0.11190053285968028
uk0.11190053285968028
reliabletrue
passestrue
10
name"Maria"
dialogue"No, lo siento. Solo estaba practicando fotos del paisaje. No pensé que fuera importante."
detectedLang"es"
heavyLang"es"
scores
es0.8034719947592532
pt0.7045790251107829
ca0.7005988023952096
it0.6863565081024569
fr0.5279307631785995
en0.5196156925540432
ro0.4893617021276596
tl0.47229551451187335
no0.4318181818181818
lt0.4117647058823529
sk0.3795243019648397
lv0.358974358974359
da0.32432432432432434
sv0.32432432432432434
nl0.3095512082853855
cs0.3079584775086505
pl0.29494712103407755
tr0.2840095465393795
et0.27007299270072993
sq0.269183922046285
de0.2628992628992629
hr0.21875
sl0.21568627450980393
yo0.18588873812754408
az0.16666666666666666
eu0.1584852734922861
vi0.13169319826338638
fi0.11504424778761062
ms0.09228441754916791
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'm sorry, but I have to go. Can you come to the station tomorrow? We'll need a translator."
detectedLang"en"
heavyLang"en"
scores
en0.7932460372157133
tl0.6228786926461346
da0.5862068965517241
no0.5384615384615384
yo0.5323460639127047
pl0.5290423861852434
it0.526813880126183
sv0.4915254237288135
fr0.4893617021276596
cs0.4863013698630137
hr0.4800693240901213
sq0.453551912568306
ro0.43767572633552015
sk0.4318181818181818
et0.42528735632183906
nl0.4180407371483996
ca0.4152046783625731
sl0.3963782696177062
lt0.39455095862764883
de0.3939393939393939
lv0.39086294416243655
pt0.38837920489296635
tr0.36575052854122625
az0.3562231759656652
ms0.34782608695652173
hu0.2709599027946537
vi0.269183922046285
es0.2583436341161928
fi0.19463087248322147
is0.18699186991869918
eu0.18588873812754408
zh0.1137370753323486
be0.1044776119402985
uk0.09502262443438914
reliabletrue
passestrue
12
name"Maria"
dialogue"Sí, claro. ¿A qué hora?"
detectedLang"es"
heavyLang"es"
scores
es0.8122653316645806
ca0.7307001795332136
pt0.7257769652650823
yo0.6402877697841727
ro0.5879120879120879
en0.5821727019498607
fr0.5614035087719298
tl0.5161290322580645
hu0.5098039215686274
cs0.46808510638297873
sk0.46428571428571425
it0.4545454545454546
hr0.42748091603053434
pl0.4117647058823529
sl0.375
lt0.35344827586206895
tr0.33920704845814975
is0.3333333333333333
da0.32432432432432434
sq0.32432432432432434
az0.3181818181818182
eu0.3181818181818182
lv0.3181818181818182
nl0.3181818181818182
no0.3181818181818182
vi0.3181818181818182
de0.3087557603686636
et0.29577464788732394
fi0.29577464788732394
ms0.29577464788732394
sv0.29577464788732394
reliabletrue
passestrue
13
name"Hunter"
dialogue"Ten a.m. Don't be late."
detectedLang"en"
heavyLang"en"
scores
en0.8157894736842104
lt0.6886120996441282
sk0.6252676659528907
yo0.6252676659528907
pl0.6244635193133047
cs0.6236559139784946
hu0.609375
nl0.5569620253164557
ro0.5442708333333333
ca0.5320855614973261
pt0.5320855614973261
fr0.5231607629427792
es0.5218579234972678
it0.5125348189415042
hr0.4942196531791907
sl0.45987654320987653
is0.45652173913043476
tr0.45652173913043476
sq0.4479495268138801
vi0.4444444444444444
da0.44267515923566875
tl0.44267515923566875
no0.43910256410256415
az0.4318181818181818
de0.42622950819672134
lv0.42434210526315785
ms0.4186046511627907
et0.41077441077441074
sv0.41077441077441074
eu0.2857142857142857
fi0.2647058823529412
reliabletrue
passestrue