Run: 2026-02-08-01KGYZAR7X9X969GWH917DQFE0

Run Details

Model:
Z.AI GLM 4.7
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
1m 3s
Cost:
$0.006482
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: "Lo siento, no hablo inglés... pero estaba allí. Estaba tomando fotografías del río cuando sucedió. Vi algo terrible." *(I'm sorry, I don't speak English... but I was there. I was taking photographs of the river when it happened. I saw something terrible.)* Hunter: "Whoa, slow down. I'm Detective Hunter. I'm asking about the disappearance near the apple orchards. Do you understand me? Did you see anyone suspicious?" Maria: "¡Por favor, no me haga daño! Solo soy una estudiante. Vi a un hombre en el bosque, estaba arrastrando algo pesado. Tenía una máscara... me dio mucho miedo." *(Please, don't hurt me! I'm just a student. I saw a man in the woods, he was dragging something heavy. He had a mask... it scared me a lot.)* Hunter: "I don't know what you're saying, ma'am. Dragging? Mask? Look, I need you to focus. Is that a camera? Did you get a picture of the guy?" Maria: "Sí, sí, mi cámara. Todo está aquí. Mire, en la pantalla... pero la mano tiembla mucho. Desde que vi eso no he parado de temblar. Este pueblo es muy lindo, pero lo que vi... era una pesadilla." *(Yes, yes, my camera. Everything is here. Look, on the screen... but my hand shakes a lot. Since I saw that I haven't stopped trembling. This town is very pretty, but what I saw... it was a nightmare.)* Hunter: (Frustrated sigh) "Great. Just great. A witness and a language barrier. Look, just stay right here. Don't delete anything. I'm going to have to find someone to translate." Maria: "¿Qué? ¿Se va? Por favor, no me deje sola aquí. No entiendo qué está pasando, solo quería una foto de los árboles de manzanas." *(What? Are you leaving? Please don't leave me alone here. I don't understand what is happening, I just wanted a photo of the apple trees.)* Hunter: (Phone rings) "Hold on. (Answers phone) Hunter here. ... You found what? ... A boot? ... Okay, I'm on my way. Don't touch anything." Hunter: "I have to go. Don't leave town, understand?" Maria: "¡Espere! No entiendo! ¿Adónde va? ¡Ten cuidado!" *(Wait! I don't understand! Where are you going? Be careful!)*
created_at"2026-02-08T15:54:40.679227+00:00" 2/8/2026, 3:54:40 PM
model"z-ai/glm-4.7-20251222"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency4301
moderation_latency(null)
generation_time62738
tokens_prompt257
tokens_completion2797
native_tokens_prompt263
native_tokens_completion2875
native_tokens_completion_images(null)
native_tokens_reasoning2311
native_tokens_cached2
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"
usage0.00648182
router(null)
provider_responses
0
id"20260208235337e14a7c55b3b24941"
status200
is_byokfalse
latency4301
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99"
provider_name"Z.AI"
model_permaslug"z-ai/glm-4.7-20251222"
api_type"completions"
id"gen-1770566017-Wr5nYBboSJ2CRgo8vQHZ"
upstream_id"20260208235337e14a7c55b3b24941"
total_cost0.00648182
cache_discount9.8e-7
upstream_inference_cost0
provider_name"Z.AI"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Maria"
dialogue"Lo siento, no hablo inglés... pero estaba allí. Estaba tomando fotografías del río cuando sucedió. Vi algo terrible."
detectedLang"es"
heavyLang"es"
scores
es0.8100303951367781
pt0.6163682864450128
it0.5711835334476844
ca0.569954128440367
tl0.4390426327599103
no0.4042891183478951
sv0.3985565356856456
fr0.39172749391727496
en0.36494496189669773
da0.36115843270868825
pl0.3169398907103825
lt0.3093922651933701
sk0.30167597765363136
tr0.2822966507177033
et0.258893280632411
lv0.25224327018943166
hr0.24089068825910928
sl0.23857868020304565
cs0.2331288343558282
ro0.22680412371134018
sq0.21465968586387435
vi0.20297555791710944
de0.20127795527156547
nl0.20127795527156547
hu0.1812227074235808
yo0.1544532130777903
az0.13990825688073394
eu0.13093858632676708
fi0.07292954264524104
ms0.07292954264524104
reliabletrue
passestrue
1
name"Hunter"
dialogue"Whoa, slow down. I'm Detective Hunter. I'm asking about the disappearance near the apple orchards. Do you understand me? Did you see anyone suspicious?"
detectedLang"en"
heavyLang"en"
scores
en0.7775372775372775
tl0.5467907888290053
fr0.5222107438016529
no0.48208286674132134
nl0.4732346241457859
de0.44277108433734935
pt0.4290123456790123
da0.4247512437810945
sv0.3816844919786096
es0.38002680965147456
sq0.374577417173766
it0.3707482993197279
ro0.338340486409156
cs0.3193524650478293
sl0.300302571860817
ms0.29711246200607905
ca0.2516181229773463
sk0.23236514522821577
et0.22268907563025211
hr0.21007685738684884
yo0.20872540633019673
pl0.19284467713787085
is0.13551401869158877
vi0.10714285714285714
hu0.08687068114511352
fi0.075
tr0.059959349593495935
reliabletrue
passestrue
2
name"Maria"
dialogue"¡Por favor, no me haga daño! Solo soy una estudiante. Vi a un hombre en el bosque, estaba arrastrando algo pesado. Tenía una máscara... me dio mucho miedo."
detectedLang"es"
heavyLang"es"
scores
es0.8020361990950227
pt0.6149614961496149
ca0.6148202494497432
it0.5980091883614089
fr0.5068107092531705
no0.44089456869009586
ro0.4111048794167134
tl0.3941142527409118
sv0.3877551020408163
sq0.38089622641509435
en0.3482309124767225
da0.325626204238921
ms0.32214331826985154
eu0.3132766514061478
hu0.29340511440107675
sk0.27083333333333337
sl0.2693110647181628
nl0.26160337552742613
lv0.2595204513399154
hr0.23076923076923078
is0.2262343404568902
tr0.20754716981132076
pl0.19168591224018475
et0.18096723868954756
yo0.1764705882352941
fi0.17452830188679244
cs0.1606714628297362
vi0.13934426229508196
de0.12280701754385964
lt0.07243816254416961
az0.0625
reliabletrue
passestrue
3
name"Hunter"
dialogue"I don't know what you're saying, ma'am. Dragging? Mask? Look, I need you to focus. Is that a camera? Did you get a picture of the guy?"
detectedLang"en"
heavyLang"en"
scores
en0.8067463106113844
tl0.5707596253902185
yo0.47751741608613046
nl0.4607843137254902
no0.4586614173228346
is0.42668519805420424
ro0.3991260014566642
hr0.3938280675973549
de0.374051593323217
it0.3697478991596639
da0.3614551083591331
cs0.35090479937057434
sv0.34523809523809523
fr0.3170529801324503
hu0.3136439267886855
ca0.3130724396336387
sl0.3119266055045872
pl0.30730478589420657
sq0.3008474576271187
sk0.2881794650560828
ms0.25942549371633755
et0.24311926605504589
lv0.23611111111111113
lt0.23184357541899442
tr0.23041044776119401
es0.21875
pt0.14507772020725387
az0.13883089770354906
vi0.13883089770354906
be0.0782122905027933
eu0.0782122905027933
fi0.07094594594594594
uk0.07094594594594594
reliabletrue
passestrue
4
name"Maria"
dialogue"Sí, sí, mi cámara. Todo está aquí. Mire, en la pantalla... pero la mano tiembla mucho. Desde que vi eso no he parado de temblar. Este pueblo es muy lindo, pero lo que vi... era una pesadilla."
detectedLang"es"
heavyLang"es"
scores
es0.80435522286492
ca0.6777808910058841
pt0.6260162601626016
it0.5425616547334924
tl0.49450549450549447
fr0.43405511811023617
ro0.4323790720631787
yo0.419485108531045
no0.4177215189873417
sv0.37837837837837834
fi0.35718278367803247
da0.346961953435548
sq0.33831990794016115
sk0.3321718931475029
nl0.3093093093093093
tr0.3093093093093093
en0.30681133212778783
ms0.3042952208106473
de0.26187419768934533
sl0.24738219895287958
hu0.24342105263157895
lt0.23638778220451526
lv0.21928038017651053
hr0.21501706484641636
cs0.20962199312714777
eu0.20470262793914246
is0.20304920304920307
vi0.1929824561403509
az0.18149466192170818
et0.1660623640319072
pl0.1581259150805271
reliabletrue
passestrue
5
name"Hunter"
dialogue"Great. Just great. A witness and a language barrier. Look, just stay right here. Don't delete anything. I'm going to have to find someone to translate."
detectedLang"en"
heavyLang"en"
scores
en0.8173277661795407
tl0.5130773511407902
da0.5014245014245015
ro0.45652173913043476
no0.4534665833853841
yo0.39151599443671764
fr0.36502177068214803
pt0.34652725914861837
ca0.33912386706948644
de0.3371212121212121
es0.3346007604562738
sq0.31959564541213065
it0.31426332288401254
cs0.3121069182389937
et0.3011182108626198
hr0.29492344883158744
sv0.29492344883158744
sl0.2827868852459016
lv0.2762613730355666
sk0.27083333333333337
lt0.2653232577665827
eu0.2647058823529412
pl0.26160337552742613
ms0.24698795180722888
nl0.24698795180722888
hu0.21524663677130043
tr0.19724770642201836
is0.15377176015473887
vi0.15295256534365925
az0.12848605577689243
fi0.06716417910447761
reliabletrue
passestrue
6
name"Maria"
dialogue"¿Qué? ¿Se va? Por favor, no me deje sola aquí. No entiendo qué está pasando, solo quería una foto de los árboles de manzanas."
detectedLang"es"
heavyLang"es"
scores
es0.7992471769134254
pt0.6750609260763607
ca0.666110183639399
it0.6021879661859771
fr0.49141767323585506
ro0.46984758117958914
sq0.4240460763138949
no0.3934799090219864
lv0.38461538461538464
tl0.38414164742109314
en0.38176197836166925
ms0.36
nl0.355877616747182
hr0.3327773144286906
sl0.31153184165232356
da0.3019197207678883
cs0.26062846580406657
yo0.25788497217068646
fi0.250936329588015
sv0.24882629107981222
sk0.23298178331735378
et0.22405431619786614
lt0.21182266009852216
pl0.20713577799801783
de0.20634920634920634
tr0.18864097363083165
eu0.17012448132780084
hu0.10813823857302118
is0.08779931584948689
az0.07300115874855156
reliabletrue
passestrue
7
name"Hunter"
dialogue"Hold on. Hunter here. ... You found what? ... A boot? ... Okay, I'm on my way. Don't touch anything."
detectedLang"en"
heavyLang"en"
scores
en0.8125426039536469
tl0.5928941524796447
fr0.4270833333333333
cs0.4028230184581976
sq0.37570942111237227
ca0.3483412322274882
sk0.3460166468489893
pl0.3381468110709988
da0.32598039215686275
et0.28292046936114734
fi0.2791612057667104
pt0.2695883134130146
hr0.26666666666666666
ms0.26666666666666666
ro0.2647058823529412
yo0.260752688172043
it0.25474254742547425
hu0.22096317280453256
de0.2198581560283688
sl0.21316165951359084
no0.21203438395415475
tr0.19825072886297376
nl0.19472913616398244
sv0.19472913616398244
es0.1935483870967742
hi0.13249211356466878
lt0.12974683544303797
is0.12
az0.11290322580645161
eu0.11290322580645161
lv0.11290322580645161
vi0.11290322580645161
reliabletrue
passestrue
8
name"Hunter"
dialogue"I have to go. Don't leave town, understand?"
detectedLang"en"
heavyLang"en"
scores
en0.8216409036860879
da0.6972754793138244
no0.6474735605170389
pl0.5983935742971888
sv0.5377503852080123
cs0.5161290322580645
tl0.5081967213114754
yo0.5008319467554077
sk0.49409780775716694
hr0.4594594594594595
de0.39148073022312374
lv0.3814432989690722
nl0.3723849372384937
lt0.3576017130620985
ro0.35344827586206895
ca0.3150684931506849
is0.3135011441647597
sq0.3087557603686636
sl0.28741092636579574
it0.27710843373493976
be0.1891891891891892
tr0.1891891891891892
hu0.18256130790190736
az0.17355371900826447
et0.17355371900826447
uk0.17355371900826447
vi0.17355371900826447
reliabletrue
passestrue
9
name"Maria"
dialogue"¡Espere! No entiendo! ¿Adónde va? ¡Ten cuidado!"
detectedLang"es"
heavyLang"es"
scores
es0.7686969930609098
pt0.6975806451612904
ca0.6163682864450128
it0.6073298429319371
en0.5398773006134969
fr0.4690265486725664
ro0.4174757281553398
sk0.3877551020408163
pl0.38016528925619836
no0.3603411513859275
nl0.358974358974359
tl0.336283185840708
hu0.30394431554524365
lv0.30394431554524365
eu0.25742574257425743
hr0.2518703241895262
cs0.24812030075187969
lt0.24050632911392408
fi0.23273657289002556
tr0.22680412371134018
yo0.22680412371134018
et0.20424403183023873
reliabletrue
passestrue