Run: 2026-02-08-01KGYZBYF0Y80HA810SR3JPAQG

Run Details

Model:
Z.AI GLM 4.7
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
36.5s
Cost:
$0.005109
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: "Sí, estuve allí en el huerto. Pero... vi algo aterrador. No debería haber mirado, pero lo vi." Hunter: "I'm sorry, ma'am? Do you speak English? I need to ask you about the missing persons case." Maria: "No hablo inglés, lo siento. Por favor, tiene que ayudarme. Todo está en la cámara. La foto que tomé... hay una figura en el bosque." Hunter: "Camera? Figur—? Look, I have no idea what you're saying. Are you in trouble? Did you see the suspect?" Maria: "Estaba oscuro, pero escuché un ruido. Luego vi las luces de un coche alejándose rápido. Tenía miedo de salir. ¿Puede ver la foto?" Hunter: "Car lights? Photo? Okay, just hold on a second. Slow down. I don't understand a word you are saying." Maria: "¿Me escucha? Alguien necesita saber lo que pasó. Tengo las pruebas aquí. La imagen es borrosa, pero es él." Hunter: "Ma'am, this is impossible. You’re speaking Spanish? I need a translator." Maria: "Por favor, no se vaya. Estoy asustada. No soy de aquí y no sé a quién más acudir." Hunter: "Alright, listen. Stay right here. Don't move." (Hunter's phone rings loudly) Hunter: "It's the station. I have to take this. Just... don't go anywhere, okay?"
created_at"2026-02-08T15:54:53.527314+00:00" 2/8/2026, 3:54:53 PM
model"z-ai/glm-4.7-20251222"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1966
moderation_latency(null)
generation_time36441
tokens_prompt257
tokens_completion2200
native_tokens_prompt263
native_tokens_completion2252
native_tokens_completion_images(null)
native_tokens_reasoning1920
native_tokens_cached6
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"
usage0.00510926
router(null)
provider_responses
0
id"20260208235416e93b1fa1fe6c4be1"
status200
is_byokfalse
latency1966
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99"
provider_name"Z.AI"
model_permaslug"z-ai/glm-4.7-20251222"
api_type"completions"
id"gen-1770566056-XyVuPk7SEZDbHccZOfOo"
upstream_id"20260208235416e93b1fa1fe6c4be1"
total_cost0.00510926
cache_discount0.00000294
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"Sí, estuve allí en el huerto. Pero... vi algo aterrador. No debería haber mirado, pero lo vi."
detectedLang"es"
heavyLang"es"
scores
es0.7938144329896907
ca0.6919917864476387
pt0.6078431372549019
tl0.49281487743026203
it0.4854202401372213
yo0.43342776203966005
da0.38837920489296635
tr0.38524590163934425
sv0.38335046248715315
no0.37629937629937626
sl0.29411764705882354
fr0.27184466019417475
eu0.2709599027946537
is0.2601726263871763
de0.250936329588015
vi0.24146649810366622
nl0.20318725099601595
lv0.1792065663474692
hu0.17241379310344826
ro0.16201117318435754
en0.14772727272727273
hr0.14407988587731813
sk0.13169319826338638
fi0.12280701754385964
lt0.12280701754385964
sq0.11242603550295857
pl0.1111111111111111
reliabletrue
passestrue
1
name"Hunter"
dialogue"I'm sorry, ma'am? Do you speak English? I need to ask you about the missing persons case."
detectedLang"en"
heavyLang"en"
scores
en0.8023375730491578
tl0.5787545787545788
da0.5143581081081081
no0.5072836332476436
sv0.49249779346866723
cs0.46808510638297873
hr0.46808510638297873
pl0.4460500963391137
it0.4362745098039216
yo0.4156504065040651
sq0.4138634046890927
sk0.4072164948453608
pt0.40290758047767394
ms0.3770314192849404
lv0.36951754385964913
nl0.36813186813186816
fr0.3660418963616317
et0.3618201997780244
ro0.3596881959910913
ca0.34285714285714286
is0.32590855803048063
sl0.2953431372549019
lt0.2936117936117936
de0.2758186397984887
az0.24540682414698162
vi0.23230974632843793
tr0.19241573033707865
hu0.1843971631205674
es0.13273001508295626
fi0.11944869831546708
be0.10852713178294573
uk0.0987460815047022
reliabletrue
passestrue
2
name"Maria"
dialogue"No hablo inglés, lo siento. Por favor, tiene que ayudarme. Todo está en la cámara. La foto que tomé... hay una figura en el bosque."
detectedLang"es"
heavyLang"es"
scores
es0.805179922071969
ca0.6554519659505472
pt0.6490503715937241
it0.5994344957587182
fr0.5357728017476788
ro0.49763593380614657
no0.4229463679565512
tl0.38494934876989867
da0.33541829554339325
sq0.3333333333333333
sk0.3328100470957614
nl0.30156121610517667
tr0.29343308395677475
cs0.2784380305602716
vi0.27101200686106347
en0.22937443336355398
yo0.21223354958294718
hu0.21150278293135436
sl0.20337394564198688
sv0.20037629350893696
lt0.19811320754716982
lv0.18582375478927202
fi0.15841584158415842
hr0.15841584158415842
pl0.13967611336032387
et0.13793103448275862
is0.1361788617886179
de0.13441955193482688
eu0.08108108108108109
reliabletrue
passestrue
3
name"Hunter"
dialogue"Camera? Figur—? Look, I have no idea what you're saying. Are you in trouble? Did you see the suspect?"
detectedLang"en"
heavyLang"en"
scores
en0.8114985862393967
ro0.5956873315363882
tl0.5670995670995671
ca0.5004163197335554
fr0.48761742100768574
it0.48674080410607357
nl0.43977591036414565
es0.4360902255639098
da0.4191674733785092
no0.40357852882703776
sv0.40298507462686567
ms0.3839835728952772
pt0.329608938547486
sq0.3250843644544432
de0.32432432432432434
pl0.3220338983050847
yo0.3197278911564626
tr0.3006993006993007
hr0.2857142857142857
et0.2797118847539016
lv0.24433249370277077
cs0.23371647509578544
is0.21363040629095675
sk0.21363040629095675
sl0.20424403183023873
az0.19678714859437751
be0.1044776119402985
hu0.10044977511244377
lt0.09502262443438914
uk0.09502262443438914
vi0.09502262443438914
reliabletrue
passestrue
4
name"Maria"
dialogue"Estaba oscuro, pero escuché un ruido. Luego vi las luces de un coche alejándose rápido. Tenía miedo de salir. ¿Puede ver la foto?"
detectedLang"es"
heavyLang"es"
scores
es0.7873563218390804
it0.5217166494312305
pt0.4906387665198238
ca0.471730439748715
fr0.4529863985807214
ro0.40206851971557855
tl0.3771043771043771
no0.30241327300150833
da0.2635350318471338
nl0.24118129614438064
yo0.2399342645850452
en0.21940928270042195
sv0.21477079796264856
cs0.20395869191049915
lv0.1991341991341991
de0.19001751313485116
hu0.17923691215616683
vi0.1659152389540126
eu0.1651624548736462
sk0.1590909090909091
sq0.13227016885553472
ms0.12982126058325494
tr0.09579667644183773
sl0.07684630738522955
fi0.075
az0.06376518218623482
pl0.06376518218623482
et0.059959349593495935
hr0.059959349593495935
reliabletrue
passestrue
5
name"Hunter"
dialogue"Car lights? Photo? Okay, just hold on a second. Slow down. I don't understand a word you are saying."
detectedLang"en"
heavyLang"en"
scores
en0.808282208588957
tl0.6230398069963813
fr0.5318352059925093
da0.49959967974379504
cs0.4734625105307498
ro0.4569939183318853
sv0.4512730465320456
no0.4503078276165347
ca0.4186046511627907
pl0.38605108055009824
et0.37934458788480635
sk0.3693239152371342
it0.36224489795918363
hr0.35165975103734437
nl0.3407172995780591
yo0.31015452538631344
de0.2937853107344633
tr0.28325688073394495
hu0.26297169811320753
fi0.2541766109785203
is0.2532855436081242
sq0.24789410348977134
hi0.20483460559796438
lt0.1883116883116883
pt0.1830065359477124
az0.17546174142480211
lv0.17546174142480211
vi0.17546174142480211
es0.17437252311756934
sl0.12587412587412586
be0.10071942446043164
eu0.10071942446043164
ms0.09156976744186046
uk0.09156976744186046
reliabletrue
passestrue
6
name"Maria"
dialogue"¿Me escucha? Alguien necesita saber lo que pasó. Tengo las pruebas aquí. La imagen es borrosa, pero es él."
detectedLang"es"
heavyLang"es"
scores
es0.8228250244379277
ca0.6792035398230089
pt0.5931537598204265
it0.4854506742370475
tl0.43003144654088055
ro0.41104792851340366
fr0.4052502050861362
de0.36179577464788737
eu0.30952380952380953
ms0.2913000977517107
no0.27427427427427425
en0.2639593908629441
yo0.240041928721174
sq0.23764458464773922
nl0.21875
da0.21451787648970747
et0.21366594360086769
hu0.19800884955752213
vi0.19444444444444445
sv0.14605418138987042
lv0.14201183431952663
is0.1317365269461078
lt0.11151960784313725
sl0.1082410824108241
tr0.103831891223733
fi0.09375000000000001
reliabletrue
passestrue
7
name"Hunter"
dialogue"Ma'am, this is impossible. You’re speaking Spanish? I need a translator."
detectedLang"en"
heavyLang"en"
scores
en0.7924080664294187
tl0.6190130624092889
ca0.5434782608695653
nl0.5406824146981627
no0.5214220601640838
ro0.518348623853211
fr0.5079662605435802
sv0.506578947368421
sq0.4878048780487805
it0.47500000000000003
da0.4739478957915832
pt0.46098562628336753
hu0.460431654676259
es0.4372990353697749
et0.4230769230769231
hr0.41666666666666663
pl0.4120940649496081
de0.4114349775784753
yo0.38307873090481787
is0.3644067796610169
lt0.36286407766990286
cs0.36053593179049936
ms0.33962264150943394
sk0.3354430379746835
vi0.29624664879356566
sl0.2857142857142857
tr0.2857142857142857
lv0.27586206896551724
az0.2677824267782427
eu0.20694864048338368
be0.11764705882352942
fi0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
8
name"Maria"
dialogue"Por favor, no se vaya. Estoy asustada. No soy de aquí y no sé a quién más acudir."
detectedLang"es"
heavyLang"es"
scores
es0.8122755468494941
ca0.6905274488697524
pt0.6601654846335698
fr0.49024822695035464
it0.4763205828779599
no0.4606003752345216
ro0.4549763033175355
sq0.4346116027531956
yo0.4138634046890927
sv0.4120654396728016
hu0.3966421825813221
en0.39345991561181426
et0.3863393810032017
da0.3770314192849404
hr0.3756786102062975
tr0.37089715536105033
nl0.33371958285052145
sl0.3329466357308584
pl0.33139534883720934
cs0.3179122182680902
tl0.2830423940149626
sk0.2776381909547738
de0.26658163265306123
lv0.25902061855670105
is0.2561448900388098
vi0.22611036339165547
fi0.222972972972973
eu0.1958041958041958
az0.18785310734463279
ms0.1797432239657632
lt0.1248097412480974
reliabletrue
passestrue
9
name"Hunter"
dialogue"Alright, listen. Stay right here. Don't move."
detectedLang"en"
heavyLang"en"
scores
en0.783923941227312
de0.5098039215686274
tl0.5098039215686274
no0.50199203187251
da0.4959677419354839
fi0.4292237442922375
sv0.39759036144578314
sq0.3946731234866829
fr0.3540051679586563
eu0.31880108991825606
nl0.3169398907103825
lv0.25595238095238093
hu0.24242424242424243
hr0.23076923076923078
yo0.22839506172839508
is0.21875
pl0.21135646687697163
tr0.21135646687697163
cs0.20127795527156547
es0.20127795527156547
pt0.20127795527156547
ro0.20127795527156547
it0.19093851132686085
sk0.19093851132686085
sl0.19093851132686085
reliabletrue
passestrue
10
name"Hunter"
dialogue"It's the station. I have to take this. Just... don't go anywhere, okay?"
detectedLang"en"
heavyLang"en"
scores
en0.8208263069139966
tl0.6830723340790456
da0.6061167747914735
yo0.570273003033367
no0.5435016111707841
sv0.54004329004329
pl0.5040840140023337
sq0.45652173913043476
hr0.4279946164199193
cs0.4129834254143646
fr0.40559440559440557
de0.38583815028901736
sk0.38226744186046513
sl0.3813682678311499
lv0.3684992570579495
lt0.36281859070464767
nl0.35213414634146345
et0.34514637904468415
it0.33903576982892686
ca0.3359375
ro0.28209459459459457
ms0.24377224199288253
tr0.2328519855595668
az0.22867513611615245
fi0.16173570019723865
zh0.1533864541832669
be0.1414141414141414
hu0.1361788617886179
is0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue