Run: 2026-02-11-01KH7H282GB76QM7XGA664NERY

Run Details

Model:
Z.AI GLM 5
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
43.8s
Cost:
$0.006740
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
Hunter: "Excuse me, miss. I'm Detective Hunter. I noticed you were at the edge of the orchard yesterday evening. I need to ask you a few questions about a missing person's case." Maria: "¿Perdón? Yo... lo siento, no entiendo. ¿Qué quiere? Yo solo estaba tomando fotos del paisaje." Hunter: "The orchard. Yesterday. You were there with that camera. Did you see a woman? Blue jacket, about this tall?" Maria: "¿La mujer? Sí... vi a una mujer. Pero había un hombre... un hombre muy grande. Tenía... cómo se dice... una cicatriz en la cara. Me dio mucho miedo. Salí corriendo." Hunter: "I... look, I don't speak Spanish. Slow down. Are you telling me you saw something? Was she alone?" Maria: "¡No! ¡No estaba sola! Él la agarró. Fue violento. Yo estaba escondida detrás del árbol. No pude ayudarla, lo siento mucho. ¡Fue horrible!" Hunter: "Dammit. 'No'... I got 'no'. Okay, calm down. Can you show me? Point? Did you see where they went?" Maria: "Hacia el norte... se fueron hacia el norte. En una camioneta vieja. Blanca, creo. Por favor, tiene que encontrarla. Sus ojos... él tenía una mirada muy mala." Hunter: "North? Truck? Is that what you're saying? Look, I need to get a translator. I can't—" Hunter: (Phone rings) "Hold on. ...Hunter here. ...When? ...I'll be right there." Hunter: "Listen, I have to go. Don't leave town. I'll find someone who speaks Spanish. Stay where I can find you." Maria: "¿Qué? ¿Se va? ¡Espere! ¡Tengo fotos! ¡En mi cámara! Mire, por favor, mire las fotos." Hunter: "Yeah, yeah. Camera. Keep it safe. I'll be back."
created_at"2026-02-11T23:38:12.345732+00:00" 2/11/2026, 11:38:12 PM
model"z-ai/glm-5-20260211"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency3309
moderation_latency(null)
generation_time43413
tokens_prompt317
tokens_completion2021
native_tokens_prompt263
native_tokens_completion2024
native_tokens_completion_images(null)
native_tokens_reasoning1592
native_tokens_cached0
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"
usage0.0067398
router(null)
provider_responses
0
id"20260212073729957aec3225114d13"
status200
is_byokfalse
latency3309
endpoint_id"85146950-32c1-410b-9b81-4467d938fd16"
provider_name"Z.AI"
model_permaslug"z-ai/glm-5-20260211"
api_type"completions"
id"gen-1770853048-BRHt7Gk8TEetvlYw6U20"
upstream_id"20260212073729957aec3225114d13"
total_cost0.0067398
cache_discount(null)
upstream_inference_cost0
provider_name"Z.AI"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. I noticed you were at the edge of the orchard yesterday evening. I need to ask you a few questions about a missing person's case."
detectedLang"en"
heavyLang"en"
scores
en0.8029279279279279
tl0.6209386281588447
no0.5612202256581696
nl0.5478036175710594
fr0.5341614906832298
it0.5304114490161002
da0.5229441163107679
pt0.469964664310954
ca0.43760042849491165
sv0.4336569579288026
ro0.4287268770402612
es0.4140625
sq0.38632378725891287
de0.3686109440769693
cs0.35464044253226795
yo0.3490390576565406
is0.3445692883895131
hr0.3195074530136098
et0.3155149934810952
ms0.31462140992167104
sk0.3078444297956493
lv0.29953302201467646
pl0.28813559322033894
sl0.28813559322033894
lt0.23413566739606126
hu0.21407185628742514
tr0.20634920634920634
az0.19663351185921957
fi0.17061611374407584
vi0.11242603550295857
be0.0625
eu0.0625
uk0.05660377358490566
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Perdón? Yo... lo siento, no entiendo. ¿Qué quiere? Yo solo estaba tomando fotos del paisaje."
detectedLang"es"
heavyLang"es"
scores
es0.8172863044169049
pt0.6710526315789473
it0.6658919233004067
ca0.6117488183659688
lt0.4306930693069307
tl0.4261477045908184
en0.3837084673097535
no0.37089715536105033
sk0.36674008810572684
fr0.3596881959910913
nl0.3298368298368299
lv0.3154761904761905
sv0.2909987669543773
da0.2874845105328377
yo0.2866004962779156
et0.28393524283935245
pl0.28214731585518105
de0.27854454203262236
fi0.2271505376344086
hr0.22611036339165547
sl0.222972972972973
cs0.21875
tr0.21555252387448842
ro0.20798898071625344
sq0.19014084507042253
eu0.16424418604651161
ms0.15066469719350073
vi0.13663663663663664
az0.09305993690851734
reliabletrue
passestrue
2
name"Hunter"
dialogue"The orchard. Yesterday. You were there with that camera. Did you see a woman? Blue jacket, about this tall?"
detectedLang"en"
heavyLang"en"
scores
en0.813806932111143
tl0.6171967020023557
nl0.44206008583690987
de0.37619961612284064
ro0.3670886075949367
sv0.34804413239719156
fr0.34738955823293177
no0.3236212278876171
sq0.3150684931506849
ms0.3092454835281615
it0.3033226152197213
cs0.3018259935553169
ca0.268018018018018
et0.2638731596828992
es0.26220204313280365
yo0.25799086757990863
hr0.21968787515006
hu0.1935483870967742
da0.1875
fi0.18032786885245902
pt0.17721518987341772
sk0.16666666666666666
pl0.1390728476821192
sl0.12162162162162163
lt0.11202185792349727
tr0.10591471801925723
is0.10344827586206896
az0.09722222222222222
eu0.09722222222222222
lv0.09722222222222222
vi0.09722222222222222
reliabletrue
passestrue
3
name"Maria"
dialogue"¿La mujer? Sí... vi a una mujer. Pero había un hombre... un hombre muy grande. Tenía... cómo se dice... una cicatriz en la cara. Me dio mucho miedo. Salí corriendo."
detectedLang"es"
heavyLang"es"
scores
es0.8147787093000586
it0.6351766513056836
fr0.5894554883318928
ca0.5814977973568282
pt0.5245245245245245
no0.44346807264206217
ro0.43113772455089816
tl0.40476190476190477
yo0.40213971050975456
sv0.39987365761212884
da0.3890675241157556
nl0.3546195652173913
sq0.33051444679351655
sl0.3185078909612626
cs0.31259044862518093
hr0.3035190615835778
en0.28409947249434814
sk0.2742551566080978
fi0.2543171114599686
eu0.21292460646230324
vi0.21096345514950168
ms0.20168067226890754
lv0.19966301600673966
et0.1935483870967742
is0.18032786885245902
tr0.16446789797713282
pl0.15555555555555556
hu0.1410488245931284
lt0.12923923006416133
de0.1171003717472119
az0.06862745098039216
reliabletrue
passestrue
4
name"Hunter"
dialogue"I... look, I don't speak Spanish. Slow down. Are you telling me you saw something? Was she alone?"
detectedLang"en"
heavyLang"en"
scores
en0.8158821645853346
tl0.45133587786259544
no0.42557442557442554
nl0.4191919191919192
sq0.3863393810032017
ms0.38568376068376065
da0.35825892857142855
ro0.3561030235162374
sv0.35538116591928254
de0.3329466357308584
it0.3290548424737456
fr0.30806257521058966
et0.2996345919610231
pl0.2609254498714653
cs0.2414248021108179
es0.23841059602649006
yo0.23230974632843793
pt0.22402159244264505
hr0.19467787114845939
ca0.1935483870967742
hu0.1935483870967742
sl0.13273001508295626
fi0.11538461538461538
sk0.11128284389489954
be0.10852713178294573
tr0.10852713178294573
az0.0987460815047022
is0.0987460815047022
lt0.0987460815047022
lv0.0987460815047022
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue
5
name"Maria"
dialogue"¡No! ¡No estaba sola! Él la agarró. Fue violento. Yo estaba escondida detrás del árbol. No pude ayudarla, lo siento mucho. ¡Fue horrible!"
detectedLang"es"
heavyLang"es"
scores
es0.7839005942733658
it0.576271186440678
ca0.5661605206073753
pt0.5510662177328844
fr0.3911719939117199
tl0.38271604938271603
en0.3265993265993266
yo0.28762243989314334
ro0.2844364937388193
eu0.2687385740402194
sk0.2687385740402194
no0.26062846580406657
tr0.24953095684803
lt0.2079207920792079
sl0.2023928215353938
vi0.1794871794871795
cs0.17184265010351968
lv0.14070891514500536
hu0.11699779249448124
az0.1130820399113082
da0.1120976692563818
hr0.1120976692563818
sv0.1120976692563818
de0.1031390134529148
is0.09297052154195011
sq0.0888382687927107
et0.08779931584948689
nl0.08779931584948689
pl0.08571428571428572
reliabletrue
passestrue
6
name"Hunter"
dialogue"Dammit. 'No'... I got 'no'. Okay, calm down. Can you show me? Point? Did you see where they went?"
detectedLang"en"
heavyLang"en"
scores
en0.7953336062218583
tl0.5224450811843362
sq0.4186046511627907
et0.3961352657004831
fr0.3710691823899371
da0.3686868686868687
sv0.3403693931398417
no0.3206521739130435
pl0.30362116991643456
ca0.3006993006993007
it0.2805755395683453
cs0.26793557833089315
pt0.24812030075187969
nl0.24357034795764
tr0.22720247295208654
az0.21875
hr0.21752738654147105
es0.16943521594684383
ro0.15254237288135594
sl0.14965986394557826
yo0.1482112436115843
ms0.14383561643835618
de0.13494809688581316
fi0.13043478260869565
sk0.12587412587412586
be0.12280701754385964
hu0.11816578483245149
is0.11190053285968028
lt0.11190053285968028
lv0.11190053285968028
uk0.11190053285968028
vi0.11190053285968028
reliabletrue
passestrue
7
name"Maria"
dialogue"Hacia el norte... se fueron hacia el norte. En una camioneta vieja. Blanca, creo. Por favor, tiene que encontrarla. Sus ojos... él tenía una mirada muy mala."
detectedLang"es"
heavyLang"es"
scores
es0.8141077170418006
ca0.6268656716417911
pt0.5923314235345968
it0.5597334602570204
ro0.5118733509234829
fr0.47532614861032335
no0.4300677757239679
sq0.4240348692403487
da0.416403785488959
tl0.41529709228824274
nl0.3906455862977602
tr0.3724559023066486
sv0.3549511854951185
sl0.34767277856135403
hr0.32678311499272195
fi0.26819620253164556
az0.24489795918367346
is0.2367986798679868
cs0.23172757475083056
sk0.22072451558550968
en0.2167654530059272
yo0.18069087688219662
de0.14825046040515655
hu0.11904761904761905
ms0.08866995073891626
lv0.08234126984126985
eu0.075
et0.0694164989939638
reliabletrue
passestrue
8
name"Hunter"
dialogue"North? Truck? Is that what you're saying? Look, I need to get a translator. I can't—"
detectedLang"en"
heavyLang"en"
scores
en0.8242249920102268
tl0.6225120109814688
no0.4878957169459963
pl0.4776828110161444
hr0.47166186359269935
yo0.4570582428430405
da0.44388270980788674
ca0.4370522006141249
cs0.4370522006141249
sk0.41921858500527986
ro0.4148936170212766
et0.4117647058823529
hu0.4066882416396979
pt0.40021810250817885
nl0.3949394939493949
sq0.39091915836101887
sl0.37570942111237227
is0.375
lv0.3692660550458715
sv0.3685419058553387
lt0.3648960739030023
tr0.36046511627906974
it0.3552168815943728
de0.34911242603550297
es0.34911242603550297
vi0.28664072632944226
fr0.2637215528781794
az0.25876010781671155
ms0.24965893587994542
eu0.19941775836972345
be0.11290322580645161
fi0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hold on. ...Hunter here. ...When? ...I'll be right there."
detectedLang"en"
heavyLang"en"
scores
en0.8225901833234771
tl0.5398773006134969
de0.53125
da0.471830985915493
yo0.4633273703041145
fr0.4594594594594595
sq0.441340782122905
ca0.34497816593886466
et0.33920704845814975
no0.336283185840708
fi0.3333333333333333
hu0.2805755395683453
lt0.27184466019417475
hr0.22680412371134018
hi0.21875
pl0.21875
cs0.2
sk0.2
sv0.1891891891891892
it0.17355371900826447
nl0.17355371900826447
pt0.17355371900826447
ms0.16434540389972147
ro0.16434540389972147
sl0.16434540389972147
tr0.16434540389972147
reliabletrue
passestrue
10
name"Hunter"
dialogue"Listen, I have to go. Don't leave town. I'll find someone who speaks Spanish. Stay where I can find you."
detectedLang"en"
heavyLang"en"
scores
en0.8118603251053582
da0.5397643593519882
no0.4503078276165347
tl0.43284936479128855
pl0.410933081998115
sv0.37996031746031744
cs0.37624750499001997
sq0.36224489795918363
de0.358974358974359
hr0.34554973821989526
yo0.32505399568034554
lv0.3024553571428571
sk0.2961711711711712
ro0.2715617715617716
hu0.2586002372479241
ca0.25595238095238093
tr0.2550655542312277
et0.24425634824667475
nl0.23873325213154686
fi0.23124231242312424
sl0.22360248447204967
it0.21777221526908636
lt0.21085858585858586
es0.18407310704960833
pt0.18407310704960833
az0.1830065359477124
is0.17546174142480211
eu0.15768194070080863
be0.10071942446043164
fr0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
11
name"Maria"
dialogue"¿Qué? ¿Se va? ¡Espere! ¡Tengo fotos! ¡En mi cámara! Mire, por favor, mire las fotos."
detectedLang"es"
heavyLang"es"
scores
es0.7938616582684379
ca0.6748554913294798
pt0.63084495488105
it0.6007098491570542
fr0.5614035087719298
ro0.5504495504495505
sq0.5135135135135136
sl0.48921679909194093
no0.47674418604651164
da0.44717444717444715
sv0.44306930693069313
nl0.43890274314214467
tr0.42233632862644416
eu0.39189189189189183
cs0.3877551020408163
yo0.3860845839017735
hr0.3818681318681319
is0.3515850144092219
tl0.34497816593886466
en0.3333333333333333
fi0.29245283018867924
hu0.2647058823529412
sk0.24874791318864775
lt0.24114671163575044
pl0.23339011925042585
de0.22945205479452058
lv0.22945205479452058
ms0.1847826086956522
et0.12280701754385964
az0.11591355599214145
reliabletrue
passestrue
12
name"Hunter"
dialogue"Yeah, yeah. Camera. Keep it safe. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.7619047619047619
tl0.5243128964059197
yo0.45255474452554745
it0.412532637075718
ro0.412532637075718
hu0.34210526315789475
lt0.33234421364985167
ca0.3119266055045872
es0.3055555555555556
lv0.27652733118971057
sq0.27652733118971057
sv0.267100977198697
fr0.2524916943521595
nl0.2524916943521595
de0.24242424242424243
ms0.24242424242424243
reliabletrue
passestrue