Run: 2026-02-08-01KGYZM8G7PEF7W17JCYEZFADY

Run Details

Model:
Z.AI GLM 4.6
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
1m 24s
Cost:
$0.003601
Provider:
DeepInfra

Evaluation summary

Score Evaluator
Details Link
94.74% 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
*** Hunter: "Excuse me. Maria?" Maria: "Sí? ¿Quién es usted?" Hunter: "My name is Detective Hunter. Alborn Police Department. I need to ask you a few questions." Maria: "¿Policía? Lo siento, no hablo inglés." Hunter: "Right. The report said... you don't speak English. Okay. Um... Saturday. The apple festival. You were there." Maria: "Sí, sí, estaba allí. Con mi cámara." Hunter: "Your camera. Yes. I saw you taking pictures. Did you see anything... unusual? Anything that seemed wrong?" Maria: "¿Anormal? No sé... Vi algo. Quizás. Estaba... perturbador." Hunter: "Disturbing. Okay. Can you... can you show me? With the camera?" Maria: "Mi cámara... Es que... Me asusté. Vi una sombra, cerca del granero. Moviéndose rápido. Y luego... un grito. O algo así. No estoy segura." Hunter: "A shadow? A scream? Ma'am, I'm not understanding you. Was there a person? Did you see a face?" Maria: "No, no vi la cara. Solo la sombra. Y... y luego no había nadie. Era como si... como si se hubiera desvanecido. Tenía tanto miedo. No pude moverme." Hunter: "Okay. Just... calm down. I don't know what you're saying. This is pointless. Look, just... the camera. Let me see the photos." Maria: "No... no sé. Las fotos son... confusas. Es una sombra, nada más. ¿Y si él me vio? ¿Y si vuelve por mí?" Hunter: "Ma'am, I'm trying to help you, but I can't understand a word you're saying. Is there a translator? Can you call someone?" Maria: "Estoy sola. No conozco a nadie aquí. Solo vine a tomar fotos... no quería problemas." Hunter: "Right. Okay. Just... stay here. Don't go anywhere." *(Hunter’s phone rings. He answers it, steps away for a moment, then returns.)* Hunter: "I have to go. Don't leave the cafe. I'll be back. We'll find a way to talk. Don't go anywhere." Maria: "Espere! ¿Qué debo hacer?"
created_at"2026-02-08T16:00:13.279721+00:00" 2/8/2026, 4:00:13 PM
model"z-ai/glm-4.6" 4/6/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency467
moderation_latency(null)
generation_time83677
tokens_prompt257
tokens_completion2025
native_tokens_prompt264
native_tokens_completion2056
native_tokens_completion_images(null)
native_tokens_reasoning1699
native_tokens_cached256
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"
usage0.0036013599998208
router(null)
provider_responses
0
id"chatcmpl-Ru4vDR0ENs2lP6LXI5AcP6wi"
status200
is_byokfalse
latency55
endpoint_id"c8607edc-8577-4199-b03d-1213da4743dc"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.6" 4/6/2001, 12:00:00 AM
api_type"completions"
id"gen-1770566328-R4oNS2NM3CwSpuO5pNAj"
upstream_id"chatcmpl-Ru4vDR0ENs2lP6LXI5AcP6wi"
total_cost0.0036013599998208
cache_discount0.0000896000001792
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
94.74% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me. Maria?"
detectedLang"sq"
heavyLang"es"
scores
sq0.6867167919799498
es0.6612466124661246
pt0.659400544959128
it0.6468926553672316
no0.6376811594202898
en0.6268656716417911
ms0.622356495468278
nl0.622356495468278
fi0.6069182389937107
fr0.5629370629370629
sl0.5614035087719298
et0.558303886925795
ro0.5404411764705882
ca0.5370370370370371
eu0.5335820895522388
tl0.5210727969348659
da0.50199203187251
lt0.50199203187251
sv0.50199203187251
de0.4939271255060729
hr0.375
pl0.34895833333333337
sk0.33510638297872336
yo0.33510638297872336
cs0.3206521739130435
lv0.3206521739130435
reliabletrue
passesfalse
1
name"Maria"
dialogue"Sí? ¿Quién es usted?"
detectedLang"es"
heavyLang"es"
scores
es0.823321554770318
ca0.6212121212121212
yo0.49664429530201337
de0.48805460750853247
eu0.469964664310954
lv0.4444444444444444
en0.4230769230769231
hu0.40476190476190477
da0.38271604938271603
lt0.3775933609958506
no0.33920704845814975
reliabletrue
passestrue
2
name"Hunter"
dialogue"My name is Detective Hunter. Alborn Police Department. I need to ask you a few questions."
detectedLang"en"
heavyLang"en"
scores
en0.8025276461295419
tl0.6632543103448275
fr0.6186699206833435
ca0.5938921377517868
ro0.5833333333333334
it0.5822192513368984
cs0.5759837177747625
nl0.5346239761727476
no0.5307807807807808
pt0.5232646834477499
hr0.5155038759689923
sk0.5059288537549407
da0.5051464766429137
pl0.4951534733441034
sq0.4796003330557868
es0.4588744588744588
yo0.4569939183318853
hu0.4517543859649123
sl0.44395017793594305
sv0.43946188340807174
de0.4302643573381951
lt0.39320388349514557
et0.3615934627170583
lv0.35500515995872034
az0.35233160621761656
ms0.31768558951965065
tr0.3078626799557032
is0.2690058479532163
eu0.20785804816223066
fi0.19041450777202074
vi0.17546174142480211
be0.10071942446043164
uk0.09156976744186046
reliabletrue
passestrue
3
name"Maria"
dialogue"¿Policía? Lo siento, no hablo inglés."
detectedLang"es"
heavyLang"es"
scores
es0.8146900269541779
pt0.6920492721164613
it0.647887323943662
ca0.6338215712383488
lt0.5192307692307693
sk0.5045045045045045
cs0.4888475836431227
tl0.4869402985074627
tr0.46393762183235865
lv0.4444444444444444
en0.40987124463519314
hr0.4073275862068965
no0.40347071583514105
hu0.39293598233995586
fr0.3820224719101124
et0.3764172335600907
pl0.3721461187214612
yo0.3325242718446602
eu0.25474254742547425
sl0.2486338797814208
vi0.2486338797814208
da0.24657534246575344
ro0.24657534246575344
sv0.2445054945054945
nl0.23822714681440443
fi0.233983286908078
ms0.22969187675070027
sq0.22969187675070027
de0.22535211267605632
az0.21428571428571427
reliabletrue
passestrue
4
name"Hunter"
dialogue"Right. The report said... you don't speak English. Okay. Um... Saturday. The apple festival. You were there."
detectedLang"en"
heavyLang"en"
scores
en0.8022512929723151
tl0.5873015873015873
de0.5340501792114696
fr0.5019157088122606
no0.4352736750651607
sv0.42528735632183906
da0.4217081850533808
ms0.41912421805183203
pt0.3964716805942433
es0.3908153701968135
nl0.3885230479774224
ro0.3862134088762984
cs0.37858508604206503
it0.35064935064935066
sq0.34673366834170855
hr0.3380855397148676
et0.3107104984093319
ca0.3018259935553169
sl0.27455357142857145
yo0.21780986762936222
sk0.2140266021765417
is0.1935483870967742
lv0.17721518987341772
hu0.1709183673469388
pl0.16666666666666666
lt0.16237113402061853
az0.15364583333333331
fi0.08835904628330996
reliabletrue
passestrue
5
name"Maria"
dialogue"Sí, sí, estaba allí. Con mi cámara."
detectedLang"es"
heavyLang"es"
scores
es0.8208598726114651
ca0.6359223300970874
it0.5212765957446809
yo0.5119305856832972
pt0.5108695652173912
tr0.39839572192513373
fr0.3885869565217392
vi0.3679775280898876
eu0.3343195266272189
en0.2902208201892744
sl0.2902208201892744
tl0.27884615384615385
hu0.2741935483870968
ro0.2741935483870968
cs0.267100977198697
sk0.267100977198697
hr0.25742574257425743
pl0.25742574257425743
reliabletrue
passestrue
6
name"Hunter"
dialogue"Your camera. Yes. I saw you taking pictures. Did you see anything... unusual? Anything that seemed wrong?"
detectedLang"en"
heavyLang"en"
scores
en0.7999333111037013
tl0.6062992125984252
et0.45799457994579945
ms0.45054945054945056
ca0.40594059405940597
ro0.39999999999999997
sv0.37694704049844235
fr0.3610223642172524
sq0.33701657458563533
no0.33554817275747506
it0.3127147766323024
nl0.29411764705882354
pl0.27884615384615385
de0.27184466019417475
vi0.26560587515299877
da0.2601726263871763
cs0.23371647509578544
es0.22680412371134018
tr0.20634920634920634
pt0.19786096256684493
lv0.19571045576407506
sk0.19246298788694483
hr0.1880920162381597
is0.18256130790190736
yo0.12663755458515283
fi0.11764705882352942
sl0.10581222056631893
be0.1044776119402985
hu0.10044977511244377
az0.09502262443438914
lt0.09502262443438914
uk0.09502262443438914
reliabletrue
passestrue
7
name"Maria"
dialogue"¿Anormal? No sé... Vi algo. Quizás. Estaba... perturbador."
detectedLang"es"
heavyLang"es"
scores
es0.7545582047685835
pt0.6531219028741327
ca0.6311907270811381
it0.47761194029850745
en0.43910256410256415
tl0.42052980132450335
sv0.39130434782608703
no0.38917975567190227
eu0.38271604938271603
ms0.35424354243542433
fr0.34210526315789475
de0.3269230769230769
tr0.3217054263565891
da0.2886178861788618
hu0.2753623188405797
lv0.2723492723492723
is0.26004228329809725
hr0.22394678492239467
vi0.2222222222222222
sk0.20634920634920634
yo0.19724770642201836
pl0.1764705882352941
lt0.17061611374407584
az0.16666666666666666
ro0.16666666666666666
reliabletrue
passestrue
8
name"Hunter"
dialogue"Disturbing. Okay. Can you... can you show me? With the camera?"
detectedLang"en"
heavyLang"en"
scores
en0.7737556561085973
tl0.7118155619596542
fr0.5862068965517241
ms0.5652173913043478
it0.5207667731629393
nl0.5169082125603864
sq0.49409780775716694
es0.4906621392190153
no0.47735191637630664
ca0.4633273703041145
pt0.45750452079566006
ro0.44649446494464945
sv0.4307400379506641
de0.3644067796610169
yo0.2628992628992629
et0.24050632911392408
sl0.22680412371134018
cs0.20634920634920634
da0.20634920634920634
az0.20424403183023873
tr0.20424403183023873
fi0.2
hr0.18256130790190736
reliabletrue
passestrue
9
name"Maria"
dialogue"Mi cámara... Es que... Me asusté. Vi una sombra, cerca del granero. Moviéndose rápido. Y luego... un grito. O algo así. No estoy segura."
detectedLang"es"
heavyLang"es"
scores
es0.8028138989554466
it0.6593001841620626
pt0.6589233038348083
ca0.6522556390977443
ro0.4523386619301362
fr0.4383727990285367
tl0.4251087632069609
sl0.36426116838487976
sk0.3625086147484493
lv0.35133239831697055
no0.3406985032074127
pl0.3248175182481752
yo0.2992424242424242
cs0.27847113884555386
hr0.2779078844652615
en0.2705047318611987
lt0.2647058823529412
tr0.26
sv0.24918831168831165
da0.24612876935615322
sq0.23363711681855842
de0.17923691215616683
vi0.17631344612644703
hu0.1681654676258993
et0.1567912488605287
nl0.13389513108614234
az0.10194174757281553
eu0.0949119373776908
ms0.08325074331020813
fi0.075
reliabletrue
passestrue
10
name"Hunter"
dialogue"A shadow? A scream? Ma'am, I'm not understanding you. Was there a person? Did you see a face?"
detectedLang"en"
heavyLang"en"
scores
en0.7906357061286639
de0.5506535947712418
tl0.5378151260504201
no0.5188101487314085
nl0.5013599274705349
sv0.4811320754716981
da0.4786729857819905
pt0.4427558257345492
cs0.39091915836101887
is0.3888888888888889
sk0.3888888888888889
ro0.3785310734463277
ms0.375
fr0.35217903415783275
sq0.3514150943396226
es0.35064935064935066
et0.34679334916864607
it0.34523809523809523
pl0.3055555555555556
ca0.2912371134020619
tr0.28756476683937826
hu0.28478543563068925
yo0.2724867724867725
az0.2647058823529412
hr0.23717059639389734
lt0.21875
lv0.20863309352517986
sl0.140625
eu0.11290322580645161
vi0.11290322580645161
fi0.10277324632952692
reliabletrue
passestrue
11
name"Maria"
dialogue"No, no vi la cara. Solo la sombra. Y... y luego no había nadie. Era como si... como si se hubiera desvanecido. Tenía tanto miedo. No pude moverme."
detectedLang"es"
heavyLang"es"
scores
es0.7952345495160089
it0.6113989637305699
pt0.5841733870967742
ca0.5538128718226069
fr0.44926568758344465
ro0.4202389318341532
sk0.375
no0.3599689681923972
tl0.35647425897035884
sq0.3193069306930693
lv0.30438448566610454
sl0.28694900605012963
yo0.2807323452484743
da0.2801047120418848
en0.2673179396092362
sv0.26404995539696696
vi0.25474254742547425
pl0.24726277372262775
cs0.23611111111111113
hr0.22096317280453256
et0.175
eu0.17417417417417416
tr0.16750756811301715
ms0.16666666666666666
fi0.11003236245954692
de0.0924092409240924
az0.08637873754152825
lt0.0802675585284281
reliabletrue
passestrue
12
name"Hunter"
dialogue"Okay. Just... calm down. I don't know what you're saying. This is pointless. Look, just... the camera. Let me see the photos."
detectedLang"en"
heavyLang"en"
scores
en0.8015873015873016
tl0.5523872679045093
fr0.4412251655629139
nl0.412532637075718
et0.3891402714932127
sv0.37209302325581395
ca0.36500470366886173
da0.35406698564593303
sq0.34782608695652173
it0.3433852140077821
no0.3290258449304175
yo0.31749241658240646
es0.2939330543933054
ro0.2686890574214518
ms0.25742574257425743
hu0.24665178571428573
pl0.24412094064949608
cs0.24327354260089684
sl0.22235023041474655
tr0.20118343195266272
pt0.199288256227758
is0.18674698795180722
de0.17481662591687042
lt0.17481662591687042
hr0.17076167076167076
lv0.16563658838071693
hi0.10239361702127658
fi0.09999999999999999
sk0.09638554216867469
be0.09395973154362416
az0.08536585365853659
uk0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
13
name"Maria"
dialogue"No... no sé. Las fotos son... confusas. Es una sombra, nada más. ¿Y si él me vio? ¿Y si vuelve por mí?"
detectedLang"es"
heavyLang"es"
scores
es0.8118532455315146
ca0.6259351620947631
pt0.5792426367461431
it0.5633187772925764
fr0.5069843878389483
tl0.4444444444444444
lv0.43820224719101125
sq0.43767572633552015
no0.4041708043694141
lt0.40357852882703776
ro0.3981945837512537
sk0.3890020366598778
en0.37694704049844235
sl0.3717277486910995
yo0.3541442411194833
nl0.3250843644544432
de0.31584948688711517
tr0.3071593533487298
pl0.28486293206197855
hu0.27448609431680776
cs0.2366412213740458
az0.2197659297789337
hr0.21875
et0.20844327176781002
da0.18588873812754408
is0.17012448132780084
vi0.14040114613180515
ms0.12280701754385964
fi0.1111111111111111
sv0.08952959028831564
reliabletrue
passestrue
14
name"Hunter"
dialogue"Ma'am, I'm trying to help you, but I can't understand a word you're saying. Is there a translator? Can you call someone?"
detectedLang"en"
heavyLang"en"
scores
en0.8118886380737397
no0.4983277591973244
da0.49664429530201337
tl0.479528105482304
cs0.4398805078416729
pl0.4365138993238167
de0.43267776096822996
nl0.4172494172494172
sv0.41497659906396256
hr0.39564867042707497
sk0.39320388349514557
ro0.3822075782537067
yo0.3816982687551525
sq0.36494496189669773
ca0.36224489795918363
tr0.3403693931398417
hu0.3345164152617569
pt0.3237150586113616
sl0.30619796484736356
lv0.30037313432835816
lt0.2964352720450282
is0.28842504743833014
it0.2877492877492877
es0.2767598842815815
fr0.2753623188405797
az0.26398429833169773
et0.24698795180722888
vi0.22760041194644695
ms0.19614147909967844
eu0.1544532130777903
be0.08536585365853659
fi0.07749077490774908
uk0.07749077490774908
reliabletrue
passestrue
15
name"Maria"
dialogue"Estoy sola. No conozco a nadie aquí. Solo vine a tomar fotos... no quería problemas."
detectedLang"es"
heavyLang"es"
scores
es0.7843137254901961
pt0.6532156368221942
ca0.6323529411764706
it0.5889387144992526
lv0.4731800766283525
ro0.46341463414634143
pl0.4607843137254902
tl0.4516450648055832
en0.448345035105316
lt0.4444444444444444
fr0.4376278118609407
sk0.4353182751540041
hr0.434156378600823
sv0.4335736354273944
et0.40217391304347827
tr0.3962678375411636
az0.39560439560439564
no0.39293598233995586
nl0.3834080717488789
cs0.3820224719101124
de0.3792325056433409
sl0.33973589435774315
da0.33171324422843257
sq0.3251533742331288
hu0.28478543563068925
yo0.26273458445040215
is0.21652421652421652
ms0.2005813953488372
eu0.11290322580645161
vi0.11290322580645161
fi0.10277324632952692
reliabletrue
passestrue
16
name"Hunter"
dialogue"Right. Okay. Just... stay here. Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.7959183673469388
tl0.6168582375478927
sq0.3723849372384937
de0.336283185840708
yo0.3348115299334811
pl0.2647058823529412
et0.2537313432835821
sv0.2537313432835821
ca0.20424403183023873
da0.19786096256684493
fr0.19786096256684493
no0.19786096256684493
reliabletrue
passestrue
17
name"Hunter"
dialogue"I have to go. Don't leave the cafe. I'll be back. We'll find a way to talk. Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.7974963181148749
tl0.5655608214849921
da0.5378151260504201
yo0.5366470092670598
pl0.462890625
no0.4324045407636739
cs0.4008714596949891
hr0.40021810250817885
sq0.39692982456140347
lt0.3962678375411636
hu0.3820224719101124
sk0.3778280542986425
sv0.3365500603136309
ca0.3325242718446602
lv0.3167701863354037
it0.3037974683544304
ro0.2939666238767651
sl0.27726675427069647
fr0.26174496644295303
nl0.21875
tr0.2109038737446198
de0.20863309352517986
ms0.2040520984081042
pt0.20289855072463767
is0.2005813953488372
az0.19472913616398244
vi0.19472913616398244
es0.1935483870967742
et0.1863905325443787
be0.11290322580645161
eu0.11290322580645161
fi0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue
18
name"Maria"
dialogue"Espere! ¿Qué debo hacer?"
detectedLang"es"
heavyLang"es"
scores
es0.7829232995658466
it0.53125
pt0.4296577946768061
ca0.4186046511627907
eu0.4094488188976378
fr0.39999999999999997
yo0.3697478991596639
en0.35344827586206895
ro0.34210526315789475
no0.32432432432432434
tl0.32432432432432434
reliabletrue
passestrue