Run: 2026-04-24-01KQ02AZCVM4ZY236YM4AR1TMN

Run Details

Model:
Z.AI GLM 5.1
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
24.0s
Cost:
$0.002424
Provider:
DeepInfra

Evaluation summary

Score Evaluator
Details Link
90.00% 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: *scrolling through photos on her camera* Hunter: "Excuse me, ma'am? I'm Detective Hunter with the Alborn Police Department. I was hoping to ask you a few questions about the festival last weekend." Maria: *looks up, startled* "¿Qué? Oh... el festival de manzanas. Sí, yo estaba allí. Con mi cámara." *gestures nervously to the camera* "Yo... vi algo. Algo malo. Muy malo." Hunter: *frowns* "I'm sorry, I don't understand. Can you—did you see something at the festival?" Maria: *voice trembling* "Sí, sí! Un hombre... él estaba en el huerto de manzanos. Muy tarde, cuando no había gente. Y había otra persona, y—" *pauses, swallowing hard* "Y gritaron. Un grito terrible, detective." Hunter: "Ma'am, I really need you to slow down. I can't—" *rubs temple* "Is there someone who can translate? Anyone you're staying with?" Maria: *shaking her head, eyes wide* "No, no entiendo. ¡Usted no me entiende! ¡Vi a alguien desaparecer! ¡En el huerto! ¡Como los otros!" *grabs Hunter's arm desperately* "¡Por favor, tiene que creerme!" Hunter: *looks at her hand on his arm, then back at her face* "I believe something upset you. I want to help, I just—" *phone rings* "Hold that thought. Hunter." *answers* "What? When? I'm on my way." *hangs up and looks at Maria apologetically* "I have to go. Don't leave town, okay? Stay. Here." *gestures to the café* "I'll find someone who speaks Spanish. We'll finish this conversation." Maria: *wringing her hands* "Por favor... tenga cuidado. Hay algo malo en este pueblo. Algo muy malo." Hunter: *hesitates, seeing the fear in her eyes even if he can't understand her words* "Just... stay safe." *rushes out of the café*
created_at"2026-04-24T15:39:35.717Z" 4/24/2026, 3:39:35 PM
model"z-ai/glm-5.1-20260406"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency590
moderation_latency(null)
generation_time23937
tokens_prompt317
tokens_completion663
native_tokens_prompt263
native_tokens_completion629
native_tokens_completion_images(null)
native_tokens_reasoning216
native_tokens_cached64
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"
usage0.00242357
router(null)
provider_responses
0
endpoint_id"e888c44c-6a07-4a9e-bc56-cb26511865ec"
id"chatcmpl-RQI4gLfLITduRcl5Wtr662Qd"
is_byokfalse
latency78
model_permaslug"z-ai/glm-5.1-20260406"
provider_name"DeepInfra"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777045175-rbhM9exAVeS4txHbZwAP"
session_id(null)
api_type"completions"
id"gen-1777045175-XddRQgY5h8ukk1Qs9Shy"
upstream_id"chatcmpl-RQI4gLfLITduRcl5Wtr662Qd"
total_cost0.00242357
cache_discount0.000054079
upstream_inference_cost0
provider_name"DeepInfra"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
90.00% Parse dialogue n/a
dialogue
0
name"Maria"
dialogue"scrolling through photos on her camera"
detectedLang"en"
heavyLang"en"
scores
en0.7675401521555367
tl0.625340599455041
fr0.5716510903426791
ca0.5709828393135725
nl0.4897959183673469
fi0.46393762183235865
da0.4586614173228346
de0.45
no0.44889779559118237
sv0.39692982456140347
es0.394273127753304
ms0.3834080717488789
hi0.3692660550458715
it0.3648960739030023
ro0.3648960739030023
et0.358974358974359
tr0.3125
hr0.24242424242424243
pl0.233983286908078
lt0.22535211267605632
pt0.22535211267605632
sq0.22096317280453256
cs0.21428571428571427
sk0.21428571428571427
yo0.21428571428571427
lv0.20520231213872833
reliabletrue
passesfalse
1
name"Hunter"
dialogue"Excuse me, ma'am? I'm Detective Hunter with the Alborn Police Department. I was hoping to ask you a few questions about the festival last weekend."
detectedLang"en"
heavyLang"en"
scores
en0.7820876007844846
tl0.648382559774965
fr0.5888157894736842
nl0.5674740484429065
no0.5348837209302325
it0.5346672871102839
da0.531615925058548
ca0.5283018867924528
pt0.511002444987775
ro0.4982438534872052
cs0.48717948717948717
sq0.48240165631469983
hr0.4640943193997856
es0.4490358126721763
ms0.44071588366890374
sl0.43630214205186024
sv0.4331065759637188
sk0.4279176201372997
pl0.39759036144578314
yo0.375
de0.36828806064434616
et0.3666877770740975
lt0.34683213585891576
az0.31412894375857336
hu0.299719887955182
lv0.28926794598436395
fi0.22178988326848248
tr0.21752738654147105
eu0.14089347079037798
is0.12126537785588754
vi0.11738746690203002
be0.06542056074766354
uk0.059266227657572904
reliabletrue
passestrue
2
name"Maria"
dialogue"Yo... vi algo. Algo malo. Muy malo."
detectedLang"es"
heavyLang"es"
scores
es0.7514910536779323
da0.5318352059925093
sv0.5265151515151516
no0.50199203187251
pt0.47257383966244726
vi0.4444444444444444
sl0.4292237442922375
yo0.4292237442922375
it0.423963133640553
hr0.4131455399061033
sk0.4131455399061033
tl0.3842364532019704
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry, I don't understand. Can you—did you see something at the festival?"
detectedLang"en"
heavyLang"en"
scores
en0.8082542001460921
da0.6263345195729538
no0.6258018531717747
tl0.6236559139784946
sv0.5093457943925234
cs0.4637385086823289
nl0.45987654320987653
ca0.4450317124735729
it0.44029850746268656
pt0.4192477876106194
et0.40340909090909094
sq0.3944636678200692
hr0.39306358381502887
ms0.38953488372093026
ro0.34944237918215615
sk0.34701492537313433
pl0.3371212121212121
de0.33375634517766495
es0.3320610687022901
az0.32950191570881227
fr0.3286445012787723
yo0.2698191933240611
lt0.2647058823529412
sl0.26264044943820225
tr0.21875
is0.20694864048338368
hu0.2033383915022762
lv0.1935483870967742
be0.11764705882352942
fi0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
4
name"Maria"
dialogue"Y gritaron. Un grito terrible, detective."
detectedLang"es"
heavyLang"es"
scores
es0.7885835095137421
fr0.6774193548387096
ca0.6319018404907976
it0.6268656716417911
en0.6153846153846154
tl0.609375
ro0.5702005730659025
pt0.5305164319248826
sq0.44547134935304994
lv0.3576017130620985
pl0.35344827586206895
nl0.33184855233853006
da0.3288590604026846
de0.3288590604026846
no0.3227990970654628
sv0.3023255813953488
yo0.26108374384236455
vi0.24623115577889448
lt0.20212765957446807
cs0.1935483870967742
hr0.18256130790190736
sl0.18256130790190736
az0.17355371900826447
et0.17355371900826447
hu0.17355371900826447
fi0.16434540389972147
reliabletrue
passestrue
5
name"Hunter"
dialogue"Is there someone who can translate? Anyone you're staying with?"
detectedLang"en"
heavyLang"en"
scores
en0.8276561232765612
tl0.5063879210220674
de0.3656716417910448
nl0.3431221020092735
ro0.28209459459459457
pt0.27101200686106347
es0.2672413793103448
hu0.2659758203799654
ca0.26343154246100525
sq0.2608695652173913
tr0.247787610619469
hr0.24511545293072823
it0.24511545293072823
no0.24511545293072823
ms0.24377224199288253
az0.24242424242424243
yo0.22018348623853207
is0.17794970986460348
vi0.17153996101364524
fr0.15841584158415842
pl0.1414141414141414
eu0.1361788617886179
lt0.1361788617886179
lv0.1361788617886179
da0.1290983606557377
sk0.1290983606557377
cs0.121900826446281
et0.121900826446281
sl0.121900826446281
sv0.121900826446281
reliabletrue
passestrue
6
name"Maria"
dialogue"¡Por favor, tiene que creerme!"
detectedLang"es"
heavyLang"es"
scores
es0.8093422306959008
pt0.7005988023952096
ca0.6753246753246753
fr0.6615905245346869
it0.5670995670995671
sq0.4936708860759494
en0.46236559139784944
no0.4318181818181818
nl0.4301994301994302
ro0.4269340974212034
tr0.2805755395683453
fi0.2753623188405797
da0.24528301886792453
sl0.24528301886792453
sv0.24528301886792453
reliabletrue
passestrue
7
name"Hunter"
dialogue"I'll find someone who speaks Spanish. We'll finish this conversation."
detectedLang"en"
heavyLang"en"
scores
en0.7868605817452358
fr0.532967032967033
tl0.5164960182025029
da0.5023419203747073
de0.448051948051948
sv0.4393139841688654
nl0.42876344086021506
pt0.37683284457478006
es0.37407952871870404
it0.37315634218289084
ro0.3609022556390977
no0.34815950920245403
ca0.2951907131011609
yo0.2685025817555938
sq0.26343154246100525
et0.24645390070921988
fi0.16173570019723865
zh0.1533864541832669
lt0.1448692152917505
hu0.1431451612903226
ms0.1414141414141414
az0.1290983606557377
lv0.1290983606557377
is0.121900826446281
reliabletrue
passestrue
8
name"Maria"
dialogue"Por favor... tenga cuidado. Hay algo malo en este pueblo. Algo muy malo."
detectedLang"es"
heavyLang"es"
scores
es0.8159057437407952
pt0.6669626998223802
ca0.4427934621099554
no0.4292237442922375
is0.39418416801292405
sl0.3842364532019704
fr0.3676222596964587
nl0.3676222596964587
ro0.36655405405405406
da0.36224489795918363
sv0.36224489795918363
sq0.34210526315789475
sk0.3169398907103825
hu0.3029739776951673
it0.2937853107344633
vi0.2732558139534884
tr0.22680412371134018
ms0.21383647798742136
hr0.19006479481641467
fi0.1830065359477124
eu0.16666666666666666
en0.1610738255033557
reliabletrue
passestrue
9
name"Hunter"
dialogue"Just... stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.8110831234256928
et0.576271186440678
sv0.576271186440678
ca0.506578947368421
reliabletrue
passestrue