Run: 2026-02-08-01KGYWY2JJMVMVQ7TZJQF1W57R

Run Details

Model:
Z.AI GLM 4.7
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
5m 8s
Cost:
$0.004290
Provider:
DeepInfra

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: "¿Qué? ¿Quién es usted? No hablo inglés. Por favor, no me haga daño." Hunter: "Ma'am, I'm Detective Hunter. I'm not going to hurt you. I just need to ask you about the girl who went missing near the orchard yesterday." Maria: "¿Detective? Oh, Dios mío. No entiendo. Vi algo... algo terrible. En el bosque. Una sombra." Hunter: "Shadow? You saw someone in the woods? Look, I know this is hard, but I need a description. Was it a man? A woman?" Maria: "Una sombra oscura. Corría muy rápido. Tenía miedo... tengo mucho miedo. Solo quería tomar fotos de los manzanos." Hunter: "Apples. Okay, you were at the orchard. Did you see where this person went? Which direction?" Maria: "¡No sé! ¡Se fue hacia el norte! Por favor, déjeme ir. No quiero problemas. Solo soy una estudiante." Hunter: "North. Okay, that’s... helpful. Maybe. I have no idea what you just said, but you look like you saw a ghost. Just stay here, don't leave town." Hunter: "(Phone rings) Hunter here. ... Yeah? I'm at the cafe now. I'll be right there." Hunter: "I have to go. Just... stay put. Don't touch anything."
created_at"2026-02-08T15:16:53.336605+00:00" 2/8/2026, 3:16:53 PM
model"z-ai/glm-4.7-20251222"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency393
moderation_latency(null)
generation_time307945
tokens_prompt257
tokens_completion2364
native_tokens_prompt263
native_tokens_completion2403
native_tokens_completion_images(null)
native_tokens_reasoning2234
native_tokens_cached64
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"
usage0.00428997
router(null)
provider_responses
0
id"chatcmpl-RoWs6s2cPdn4bWS8add0NziY"
status200
is_byokfalse
latency64
endpoint_id"ab79ffa8-8dcc-41c4-9a9f-6cc408135243"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-20251222"
api_type"completions"
id"gen-1770563504-w1YUjUOvfgdUR3dSqd7e"
upstream_id"chatcmpl-RoWs6s2cPdn4bWS8add0NziY"
total_cost0.00428997
cache_discount0.00002048
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Maria"
dialogue"¿Qué? ¿Quién es usted? No hablo inglés. Por favor, no me haga daño."
detectedLang"es"
heavyLang"es"
scores
es0.8154981549815498
pt0.5710200190657769
ca0.53125
en0.4538834951456311
sq0.4325346784363178
no0.4230769230769231
it0.4117647058823529
fr0.3580599144079886
lv0.3580599144079886
hu0.31297709923664124
et0.27652733118971057
tr0.2694805194805195
da0.2598684210526316
sl0.2537313432835821
nl0.24874791318864775
de0.24114671163575044
eu0.22813036020583194
hr0.18330308529945552
lt0.16820702402957485
sk0.16820702402957485
ms0.15730337078651685
tl0.15094339622641512
fi0.14285714285714285
pl0.14285714285714285
ro0.13793103448275862
sv0.1262135922330097
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am, I'm Detective Hunter. I'm not going to hurt you. I just need to ask you about the girl who went missing near the orchard yesterday."
detectedLang"en"
heavyLang"en"
scores
en0.8011434253044991
tl0.5589856670341786
no0.4539249146757679
da0.43899018232819076
nl0.43622269203664554
sv0.4078460399703923
ca0.39668174962292607
fr0.3798449612403101
it0.34210526315789475
ro0.33388842631140714
cs0.3254637436762226
et0.31565440547476475
sq0.3127147766323024
yo0.2926613616268789
hr0.28698752228163993
de0.28507596067917784
pt0.27140255009107467
pl0.24599434495758718
ms0.23591212989493793
sl0.23591212989493793
is0.21182266009852216
tr0.20556107249255212
sk0.20318725099601595
lv0.18781725888324874
es0.18200408997955012
lt0.17269906928645296
az0.13793103448275862
fi0.0888382687927107
be0.08045977011494253
hu0.07727797001153403
uk0.07300115874855156
vi0.07300115874855156
reliabletrue
passestrue
2
name"Maria"
dialogue"¿Detective? Oh, Dios mío. No entiendo. Vi algo... algo terrible. En el bosque. Una sombra."
detectedLang"es"
heavyLang"es"
scores
es0.7441860465116279
ca0.673202614379085
fr0.5982468955441929
pt0.5877061469265367
it0.5855312735493595
en0.5510204081632653
no0.4786729857819905
nl0.47817836812144215
tl0.466537342386033
ro0.458128078817734
da0.4427558257345492
sv0.43123061013443637
fi0.298469387755102
sl0.29577464788732394
lv0.2801047120418848
tr0.2647058823529412
sk0.25876010781671155
hu0.25474254742547425
hr0.233983286908078
sq0.2286115007012623
de0.2109038737446198
et0.20289855072463767
is0.19590643274853803
pl0.19590643274853803
vi0.15384615384615385
eu0.12
cs0.11575562700964631
az0.10277324632952692
reliabletrue
passestrue
3
name"Hunter"
dialogue"Shadow? You saw someone in the woods? Look, I know this is hard, but I need a description. Was it a man? A woman?"
detectedLang"en"
heavyLang"en"
scores
en0.8197270151944372
tl0.6029495178672717
nl0.5702885205647636
yo0.5260663507109005
fr0.5208761122518822
sv0.46929492039423804
de0.4470774091627172
ro0.44178628389154706
no0.44089456869009586
da0.4304312449145647
it0.3970714900947459
ca0.39236111111111116
sq0.38650306748466257
es0.35779816513761464
cs0.3554327808471455
hu0.35004642525533886
lv0.3184031158714703
hr0.3150684931506849
pt0.3143976493633692
ms0.3110236220472441
pl0.3103448275862069
et0.27461139896373055
sl0.2584745762711864
lt0.2545260915867945
is0.24731182795698922
fi0.24324324324324328
az0.2366412213740458
sk0.22394678492239467
tr0.17355371900826447
vi0.15966386554621848
zh0.0990990990990991
be0.09090909090909091
eu0.09090909090909091
uk0.08256880733944955
reliabletrue
passestrue
4
name"Maria"
dialogue"Una sombra oscura. Corría muy rápido. Tenía miedo... tengo mucho miedo. Solo quería tomar fotos de los manzanos."
detectedLang"es"
heavyLang"es"
scores
es0.7912467607255975
pt0.6168076109936574
it0.5211360634081902
ca0.5166666666666667
nl0.33118081180811804
sv0.31732580037664787
tl0.3062200956937799
lv0.30355427473583096
fr0.3008678881388621
ro0.2961165048543689
de0.2778884462151395
sk0.26988922457200404
en0.23442449841605068
is0.2050438596491228
eu0.1997792494481236
da0.19712070874861573
hu0.1935483870967742
yo0.19084821428571427
no0.1881298992161254
tr0.1881298992161254
ms0.18539325842696627
sl0.17707150964812712
pl0.1723744292237443
lt0.16474654377880185
sq0.14806110458284372
az0.14403778040141677
cs0.0845959595959596
hr0.0845959595959596
et0.0799492385786802
reliabletrue
passestrue
5
name"Hunter"
dialogue"Apples. Okay, you were at the orchard. Did you see where this person went? Which direction?"
detectedLang"en"
heavyLang"en"
scores
en0.822752175314212
tl0.6568933250155957
fr0.5739736638264911
no0.5307167235494881
da0.5141342756183745
de0.5031616982836495
nl0.4940202391904324
sv0.47368421052631576
pt0.41050375133976424
sq0.39759036144578314
ca0.3764172335600907
es0.3685419058553387
et0.34679334916864607
ro0.3176178660049628
it0.311639549436796
ms0.29032258064516125
yo0.26666666666666666
lt0.20520231213872833
lv0.20520231213872833
cs0.19941775836972345
is0.19590643274853803
tr0.19117647058823528
hr0.18154761904761904
az0.17664670658682635
eu0.14728682170542634
fi0.12974683544303797
zh0.12280701754385964
sl0.1085899513776337
hu0.10277324632952692
pl0.09688013136288999
sk0.09688013136288999
reliabletrue
passestrue
6
name"Maria"
dialogue"¡No sé! ¡Se fue hacia el norte! Por favor, déjeme ir. No quiero problemas. Solo soy una estudiante."
detectedLang"es"
heavyLang"es"
scores
es0.805622009569378
pt0.6654657745753989
ca0.6283590623213264
it0.6231884057971016
ro0.5310245310245311
fr0.5269286754002911
tl0.5072024260803639
sq0.4787489975942261
no0.47833065810593905
hr0.42731277533039647
lv0.4117647058823529
en0.3873704052780396
sk0.3821292775665399
sl0.38095238095238093
lt0.37439846005774785
da0.36647173489278756
cs0.36336924583741426
pl0.31650893796004204
sv0.3055555555555556
de0.30406852248394006
nl0.29501084598698485
et0.26636568848758463
tr0.2476851851851852
yo0.22894424673784108
hu0.2243436754176611
ms0.20537897310513448
az0.19053549190535493
is0.1591203104786546
fi0.1356382978723404
reliabletrue
passestrue
7
name"Hunter"
dialogue"North. Okay, that’s... helpful. Maybe. I have no idea what you just said, but you look like you saw a ghost. Just stay here, don't leave town."
detectedLang"en"
heavyLang"en"
scores
en0.8081534772182254
tl0.4936708860759494
ca0.413059427732942
no0.3907083015993907
es0.355877616747182
it0.3442622950819672
sq0.33665008291873966
pt0.3127147766323024
da0.30915371329879104
hr0.3055555555555556
et0.2982456140350877
cs0.2825112107623318
pl0.2766726943942134
sv0.2747053490480508
sk0.26806953339432754
lv0.24812030075187969
nl0.24314096499526963
ms0.23076923076923078
tr0.22705314009661837
ro0.22254616132167152
hu0.2179863147605083
yo0.2047713717693837
fr0.20398009950248755
fi0.1683991683991684
lt0.15343915343915343
is0.14712153518123666
az0.14255091103965703
vi0.14255091103965703
sl0.10112359550561797
be0.08045977011494253
eu0.08045977011494253
de0.07727797001153403
uk0.07300115874855156
reliabletrue
passestrue
8
name"Hunter"
dialogue"Hunter here. ... Yeah? I'm at the cafe now. I'll be right there."
detectedLang"en"
heavyLang"en"
scores
en0.8080859774820881
tl0.5910577971646674
da0.5216836734693877
no0.5167525773195877
de0.4755244755244755
sq0.45652173913043476
yo0.4369369369369369
fr0.37395659432387307
sv0.2829827915869981
nl0.2816091954022989
ms0.267578125
hu0.2378048780487805
lt0.2299794661190965
it0.14383561643835618
pt0.14383561643835618
ca0.1359447004608295
ro0.1359447004608295
sl0.1359447004608295
tr0.1359447004608295
reliabletrue
passestrue
9
name"Hunter"
dialogue"I have to go. Just... stay put. Don't touch anything."
detectedLang"en"
heavyLang"en"
scores
en0.8242971887550201
da0.527027027027027
hr0.5205479452054795
pl0.513212795549374
tl0.4883040935672514
yo0.46236559139784944
no0.42052980132450335
sv0.4067796610169492
cs0.40273037542662116
sq0.4006849315068493
ca0.3805309734513274
sk0.36823104693140796
lv0.34579439252336447
lt0.3230174081237911
et0.32038834951456313
sl0.25690021231422505
it0.24731182795698922
fr0.24242424242424243
ro0.20454545454545453
ms0.1822429906542056
be0.16666666666666666
tr0.16666666666666666
hu0.1606714628297362
az0.15254237288135594
is0.15254237288135594
uk0.15254237288135594
vi0.15254237288135594
reliabletrue
passestrue