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Run: 2026-04-24-01KQ0561AS3RJS92XA747JQE8Z
Run Details
Model:
Z.AI GLM 5.1
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
26.8s
Cost:
$0.003703
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
Messages
Meta
AI
Maria: *staring intently at the photos on her camera, muttering to herself* "No puede ser... eso no era... eso no estaba ahí cuando tomé la foto..." Hunter: *approaching the cafe table, clearing his throat* "Excuse me, ma'am? I'm Detective Hunter with the Alborn Police Department. I'd like to ask you a few questions, if you don't mind." Maria: *looking up, startled* "¿Qué? Oh... lo siento, no entiendo..." *gestures awkwardly* "No... English. Lo siento." Hunter: *frowning, speaking slower and louder* "I'm investigating the disappearances. The missing people. Here, in this town." *mimes someone vanishing* "Have you seen anything? Anything unusual?" Maria: *face draining of color, hands trembling as she clutches the camera* "¡Dios mío! Las desapariciones... yo... yo vi algo. En el bosque. ¡Algo que no debería estar ahí! Estaba tomando fotos del paisaje cerca del viejo puente y..." *voice shaking* "...y vi sombras. Sombras que se movían donde no había nadie." Hunter: *frustrated, running hand through hair* "I— ma'am, I don't understand a word you're saying. Can you— is there someone who can translate?" *pulls out a notepad* "Do you have a phone? ¿Teléfono?" Maria: *waving hands emphatically, switching between pointing at her camera and the direction of the woods* "¡Mire! ¡Mire las fotos! Aquí, ¿ve? ¡Hay algo en los árboles! ¡Algo que me observaba!" *turns the camera screen toward him* Hunter: *leaning in to look, squinting at the screen* "I see the trees, but— wait, what is that? In the background there, is that a—" *phone buzzing, glancing down* "Damn it. Hunter here." *pause* "Yeah. Yeah, I'll be right there." *standing up, looking at Maria apologetically* "Ma'am, I need to go. Don't leave town, okay? ¿No... leave? Stay." *mimes staying put* "I'll find someone who speaks Spanish. We need to talk." Maria: *nodding, still shaken, clutching the camera to her chest* "Sí, sí. Yo aquí. Por favor... tenga cuidado en el bosque. Hay algo malo ahí. Algo muy malo." Hunter: *already walking away, turning back briefly* "Just— stay safe. And keep that camera close." *disappears down the street, phone pressed to his ear*
created_at
"2026-04-24T16:29:19.594Z"
4/24/2026, 4:29:19 PM
model
"z-ai/glm-5.1-20260406"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
3575
moderation_latency
(null)
generation_time
21684
tokens_prompt
317
tokens_completion
786
native_tokens_prompt
263
native_tokens_completion
758
native_tokens_completion_images
(null)
native_tokens_reasoning
173
native_tokens_cached
0
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
num_fetches
(null)
web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
usage
0.0037034
router
(null)
provider_responses
0
endpoint_id
"d4443f1c-fdb1-4cf0-a381-5b77b7e25ae7"
is_byok
false
latency
4825
model_permaslug
"z-ai/glm-5.1-20260406"
provider_name
"Friendli"
status
429
1
endpoint_id
"4ce9a513-17dc-4130-8960-2c4ceed3ea56"
id
"202604250029247c50efe47c2e4cef"
is_byok
false
latency
3575
model_permaslug
"z-ai/glm-5.1-20260406"
provider_name
"Z.AI"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer
(null)
request_id
"req-1777048159-XJmbAcHdhH2he7bdnFnt"
session_id
(null)
api_type
"completions"
id
"gen-1777048159-T6EY0p13CtG0aJnOGOzv"
upstream_id
"202604250029247c50efe47c2e4cef"
total_cost
0.0037034
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Z.AI"
response_cache_source_id
(null)
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Parse dialogue
n/a
dialogue
0
name
"Maria"
dialogue
"No puede ser... eso no era... eso no estaba ahí cuando tomé la foto..."
detectedLang
"es"
heavyLang
"es"
scores
es
0.826549491211841
ca
0.6609403254972875
pt
0.6511627906976745
it
0.5901639344262295
no
0.48840381991814463
ro
0.46351931330472107
en
0.416796267496112
tl
0.4009584664536741
sk
0.39418416801292405
eu
0.34895833333333337
lv
0.3409490333919156
yo
0.33862433862433866
da
0.31066176470588236
fr
0.30683918669131244
hr
0.29906542056074764
cs
0.2816091954022989
pl
0.2690058479532163
sv
0.20886075949367086
tr
0.19006479481641467
vi
0.1830065359477124
sq
0.17218543046357618
sl
0.17035398230088497
ms
0.1610738255033557
de
0.14383561643835618
nl
0.14383561643835618
et
0.1359447004608295
reliable
true
passes
true
1
name
"Hunter"
dialogue
"Excuse me, ma'am? I'm Detective Hunter with the Alborn Police Department. I'd like to ask you a few questions, if you don't mind."
detectedLang
"en"
heavyLang
"en"
scores
en
0.7832738398776135
tl
0.5975378787878788
fr
0.5818986719134285
no
0.5066744051073709
it
0.49584816132858833
ro
0.4801223241590214
ca
0.47724477244772445
pt
0.4766009852216749
sq
0.44005270092226617
cs
0.43633952254641906
nl
0.43295530353569045
es
0.4264507422402159
sl
0.40848990953375086
da
0.4043447792571829
ms
0.38450398262128893
sv
0.38405797101449274
hr
0.38226744186046513
sk
0.36186186186186187
yo
0.3338557993730407
pl
0.3172690763052209
de
0.3167202572347267
hu
0.31006493506493504
lt
0.2869127516778523
et
0.2827004219409283
lv
0.24845269672855883
az
0.24578527062999111
fi
0.20708955223880596
tr
0.19659735349716445
eu
0.16173570019723865
is
0.08108108108108109
vi
0.07608695652173912
reliable
true
passes
true
2
name
"Maria"
dialogue
"No... English. Lo siento."
detectedLang
"es"
heavyLang
"es"
scores
es
0.7797356828193832
pt
0.7087378640776698
it
0.6957403651115619
en
0.6788008565310492
ca
0.601063829787234
lt
0.5833333333333334
sk
0.563953488372093
tl
0.5535714285714286
no
0.5440729483282675
hr
0.5356037151702787
yo
0.47735191637630664
lv
0.46619217081850534
cs
0.38524590163934425
vi
0.3775933609958506
tr
0.3697478991596639
pl
0.3333333333333333
da
0.32432432432432434
de
0.32432432432432434
ms
0.32432432432432434
ro
0.32432432432432434
sv
0.32432432432432434
reliable
true
passes
true
3
name
"Hunter"
dialogue
"Have you seen anything? Anything unusual?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8073217726396917
tl
0.46236559139784944
ms
0.43661971830985913
da
0.42363112391930835
et
0.3442622950819672
sq
0.3333333333333333
cs
0.2805755395683453
es
0.2779783393501805
pt
0.2779783393501805
reliable
true
passes
true
4
name
"Maria"
dialogue
"...y vi sombras. Sombras que se movían donde no había nadie."
detectedLang
"es"
heavyLang
"es"
scores
es
0.8133399701343952
pt
0.6261216350947157
fr
0.6044303797468354
ca
0.5216836734693877
it
0.4777158774373259
sv
0.44362017804154297
no
0.4427934621099554
da
0.3842364532019704
hr
0.3842364532019704
tl
0.3822075782537067
nl
0.37395659432387307
vi
0.34554973821989526
pl
0.32432432432432434
cs
0.2661448140900196
sl
0.26035502958579887
lv
0.258893280632411
ro
0.24242424242424243
sq
0.2299794661190965
yo
0.2219917012448133
en
0.21711899791231734
fi
0.21383647798742136
sk
0.19527896995708155
tr
0.19006479481641467
az
0.17218543046357618
reliable
true
passes
true
5
name
"Hunter"
dialogue
"Do you have a phone? ¿Teléfono?"
detectedLang
"en"
heavyLang
"es"
scores
en
0.7639034627492131
es
0.6626686656671664
cs
0.6038732394366197
vi
0.5825602968460111
pt
0.5681381957773513
da
0.5664739884393063
sk
0.5379876796714579
pl
0.5243128964059197
ca
0.5119305856832972
hr
0.5076586433260394
tl
0.5
sl
0.4827586206896552
fr
0.471830985915493
yo
0.4668246445497631
sq
0.45652173913043476
hu
0.4094488188976378
nl
0.39189189189189183
de
0.3869209809264305
ro
0.3818681318681319
it
0.3571428571428572
lt
0.267100977198697
tr
0.2549668874172185
is
0.25
az
0.23728813559322032
eu
0.23728813559322032
lv
0.23728813559322032
no
0.23728813559322032
et
0.21875
fi
0.21875
ms
0.21875
sv
0.21875
reliable
true
passes
true
6
name
"Maria"
dialogue
"¡Mire! ¡Mire las fotos! Aquí, ¿ve? ¡Hay algo en los árboles! ¡Algo que me observaba!"
detectedLang
"es"
heavyLang
"es"
scores
es
0.7901943462897526
ca
0.6982210927573063
fr
0.5936698032506416
pt
0.5891003460207612
no
0.4757174392935982
en
0.4483159117305459
nl
0.4385342789598109
tr
0.42702050663449936
sq
0.3994943109987357
sl
0.38788659793814434
sv
0.36918990703851257
it
0.31948424068767906
de
0.30858806404657935
lv
0.3065693430656934
ro
0.3065693430656934
da
0.3035190615835778
cs
0.3014705882352941
ms
0.2973372781065089
fi
0.250788643533123
et
0.24960505529225907
az
0.23633440514469453
lt
0.2313915857605178
vi
0.22889610389610393
is
0.22003284072249588
pl
0.21487603305785125
tl
0.1410488245931284
eu
0.13636363636363635
hr
0.12361623616236161
sk
0.12361623616236161
reliable
true
passes
true
7
name
"Hunter"
dialogue
"I'll find someone who speaks Spanish. We need to talk."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8132183908045977
tl
0.4698205546492659
et
0.4610281923714759
da
0.4583333333333333
pl
0.4227353463587922
nl
0.3925233644859813
no
0.367704280155642
yo
0.29653679653679654
sk
0.28884026258205686
cs
0.2872807017543859
lv
0.27293064876957496
sl
0.2713004484304933
hr
0.2630385487528345
lt
0.24242424242424243
de
0.20924574209245742
ro
0.19753086419753088
sq
0.19753086419753088
sv
0.19753086419753088
es
0.1935483870967742
pt
0.1935483870967742
hu
0.1792929292929293
reliable
true
passes
true
8
name
"Maria"
dialogue
"Sí, sí. Yo aquí. Por favor... tenga cuidado en el bosque. Hay algo malo ahí. Algo muy malo."
detectedLang
"es"
heavyLang
"es"
scores
es
0.8025276461295419
ca
0.6206373292867982
pt
0.5614035087719298
fr
0.41588785046728977
no
0.36061381074168797
is
0.32795698924731176
yo
0.32614555256064687
sl
0.31880108991825606
nl
0.30362116991643456
da
0.29873772791023845
sv
0.29873772791023845
hu
0.2877492877492877
sq
0.2805755395683453
ro
0.2732558139534884
it
0.2378048780487805
vi
0.21996879875195008
tr
0.18032786885245902
ms
0.16943521594684383
hr
0.14965986394557826
sk
0.14965986394557826
fi
0.14383561643835618
tl
0.13494809688581316
eu
0.13043478260869565
en
0.12587412587412586
reliable
true
passes
true
9
name
"Hunter"
dialogue
"Just— stay safe. And keep that camera close."
detectedLang
"en"
heavyLang
"en"
scores
en
0.811605124340618
tl
0.636098981077147
sv
0.423963133640553
ca
0.4172494172494172
de
0.3961352657004831
it
0.3872549019607844
ro
0.3872549019607844
zh
0.3811881188118812
et
0.28977272727272724
es
0.28366762177650434
yo
0.28366762177650434
fr
0.2331288343558282
lt
0.2331288343558282
nl
0.2331288343558282
ms
0.22360248447204967
reliable
true
passes
true