Run: 2026-02-08-01KGYXQJFBZDS0008YE51Z015R

Run Details

Model:
Z.AI GLM 4.7
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
4m 23s
Cost:
$0.003443
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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
Isabella: "Scusi, signore? Non capisco. Parlo solo italiano." Hunter: "Ma'am, I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about what happened near the orchard last night." Isabella: "Orchard? Io... io ero lì solo per fotografare. Per favore, non sono nei guai, vero? Ho visto solo una macchina." Hunter: "A car? You saw a vehicle near the scene? Did you see who was driving? Did you see the girl that went missing?" Isabella: "Mi dispiace, non capisco! Era un uomo... era scuro. Ho scattato una foto, ma poi ho corso via. Ero così spaventata." Hunter: "Okay, slow down. I have no idea what you're saying. Listen, if you have a photo, I need to see it. Can you understand 'camera'? Photo?" Isabella: "Sì, sì, la mia macchina fotografica. Ho le prove, ma per favore, non urlatemi contro. Non voglio problemi con la polizia." Hunter: "I'm not yelling, I'm investigating. Look, can you just nod if you saw a man?" Isabella: "Un uomo... sì, un uomo molto alto. Ma è andato via verso il fiume. Non lo ho più visto." Hunter: "The river? That’s near the old mill. All right, stay here. Don't move." (Hunter’s phone rings) Hunter: "Hunter here. ... Yeah, I found a witness. No, I can't understand a word she's saying, but I think she saw something by the river. I'm on my way." Hunter: "You stay put, okay? Don't go anywhere. I'll be back."
created_at"2026-02-08T15:30:03.197859+00:00" 2/8/2026, 3:30:03 PM
model"z-ai/glm-4.7-20251222"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1869
moderation_latency(null)
generation_time262481
tokens_prompt261
tokens_completion1882
native_tokens_prompt268
native_tokens_completion1918
native_tokens_completion_images(null)
native_tokens_reasoning1527
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"
usage0.00344322
router(null)
provider_responses
0
id"chatcmpl-R6glFr1Y4MACfGrR3iOXyWKF"
status200
is_byokfalse
latency123
endpoint_id"ab79ffa8-8dcc-41c4-9a9f-6cc408135243"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-20251222"
api_type"completions"
id"gen-1770564340-MS0vw4KrmQiboB3y9NNe"
upstream_id"chatcmpl-R6glFr1Y4MACfGrR3iOXyWKF"
total_cost0.00344322
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"Isabella"
dialogue"Scusi, signore? Non capisco. Parlo solo italiano."
detectedLang"it"
heavyLang"it"
scores
it0.798011187072716
es0.7085201793721972
pt0.6251441753171857
fr0.5614035087719298
en0.5428973277074542
sq0.5038167938931297
ca0.4873817034700315
ro0.4133574007220217
tl0.40693430656934304
de0.3701550387596899
nl0.3701550387596899
cs0.365234375
no0.365234375
da0.3602362204724409
sv0.3602362204724409
yo0.30997876857749473
pl0.30406852248394006
sk0.2934782608695652
sl0.2903930131004367
az0.28414096916299564
lt0.2793791574279379
hr0.27293064876957496
ms0.27293064876957496
tr0.26636568848758463
eu0.2111650485436893
hu0.1709183673469388
et0.16237113402061853
fi0.15364583333333331
lv0.15364583333333331
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am, I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about what happened near the orchard last night."
detectedLang"en"
heavyLang"en"
scores
en0.8032290615539859
tl0.6511627906976745
fr0.5600180505415163
no0.49376947040498437
ca0.48385389094759135
ro0.47297297297297297
it0.471830985915493
da0.4475920679886685
cs0.4390103567318757
nl0.4237588652482269
pt0.41300421432871764
hr0.40548780487804875
sq0.4014732965009208
yo0.3758002560819462
sv0.36811406351263776
sk0.3623283191628515
de0.35770750988142297
es0.3521594684385382
pl0.3482620320855615
sl0.3385345997286296
ms0.3143459915611814
et0.3065433854907539
lt0.2934782608695652
hu0.27020958083832336
lv0.2608036391205459
az0.2585551330798479
tr0.22186751795690343
eu0.14398595258999122
fi0.13101604278074866
is0.12398921832884095
vi0.12003610108303249
be0.06698564593301436
uk0.06069364161849711
reliabletrue
passestrue
2
name"Isabella"
dialogue"Orchard? Io... io ero lì solo per fotografare. Per favore, non sono nei guai, vero? Ho visto solo una macchina."
detectedLang"it"
heavyLang"it"
scores
it0.7866165926937522
es0.5356612184249628
ca0.5304282494365139
no0.4947453516572352
en0.46763202725724023
lt0.4175209692451072
pt0.4131455399061033
de0.40702087286527516
nl0.4036259541984733
sk0.3842364532019704
sl0.3699596774193548
sq0.36804853387259856
ro0.36612576064908725
tl0.3482794577685088
fr0.33226495726495725
sv0.3047830923248054
da0.28977272727272724
cs0.2774566473988439
hr0.2638398115429918
lv0.2368742368742369
is0.1925064599483204
ms0.18619791666666666
tr0.1710875331564987
et0.16331994645247658
pl0.16331994645247658
yo0.1519674355495251
fi0.12342215988779803
eu0.12219101123595505
az0.08625730994152046
reliabletrue
passestrue
3
name"Hunter"
dialogue"A car? You saw a vehicle near the scene? Did you see who was driving? Did you see the girl that went missing?"
detectedLang"en"
heavyLang"en"
scores
en0.8279252704031466
tl0.6276595744680852
nl0.517019319227231
no0.48173741362290223
fr0.47761194029850745
da0.45595854922279794
ca0.4299674267100977
sv0.42622950819672134
ms0.4006849315068493
yo0.373508353221957
et0.362089914945322
ro0.3574051407588739
it0.33962264150943394
de0.32950191570881227
is0.3018617021276596
cs0.2857142857142857
pt0.28082191780821925
sk0.27285318559556787
hr0.26264044943820225
pl0.25531914893617025
lt0.23020527859237538
sl0.23020527859237538
hu0.2290748898678414
sq0.2222222222222222
fi0.21171171171171171
az0.20454545454545453
es0.2009132420091324
tr0.12790697674418602
eu0.11764705882352942
lv0.11764705882352942
vi0.11764705882352942
reliabletrue
passestrue
4
name"Isabella"
dialogue"Mi dispiace, non capisco! Era un uomo... era scuro. Ho scattato una foto, ma poi ho corso via. Ero così spaventata."
detectedLang"it"
heavyLang"it"
scores
it0.8070782331027141
ro0.5892351274787535
ca0.5557598039215687
es0.5524691358024691
fr0.5006887052341598
pt0.4757772957339118
sk0.4172025723472669
en0.39834024896265563
yo0.38818565400843885
no0.3160377358490566
tl0.31474480151228734
cs0.30355427473583096
pl0.25488180883864336
et0.24557752341311131
lv0.24083769633507857
da0.23844537815126046
nl0.23684210526315788
hr0.22790202342917998
eu0.19444444444444445
sl0.1890380313199105
hu0.18721973094170402
lt0.17425968109339407
ms0.15893271461716937
sq0.1559953434225844
de0.15402567094515754
sv0.09937888198757763
vi0.09713574097135741
tr0.0903387703889586
reliabletrue
passestrue
5
name"Hunter"
dialogue"Okay, slow down. I have no idea what you're saying. Listen, if you have a photo, I need to see it. Can you understand 'camera'? Photo?"
detectedLang"en"
heavyLang"en"
scores
en0.7960045019696117
tl0.56768038163387
da0.5632530120481928
no0.5527452190006169
sv0.511455525606469
cs0.4843527738264581
ca0.4784172661870503
pl0.4469870327993897
sk0.4414483821263482
lv0.43491816056118476
hr0.4282334384858044
de0.41673370876910704
es0.41673370876910704
tr0.39784053156146176
it0.3835034013605442
ro0.3766122098022356
et0.375
yo0.36625874125874125
fr0.3378995433789954
nl0.33425160697887973
sq0.3287037037037037
pt0.3198874296435272
hu0.29474708171206226
is0.28003972194637533
sl0.271356783919598
fi0.257172131147541
lt0.25564681724846
ms0.22625400213447172
az0.22459893048128343
eu0.2050438596491228
vi0.15501165501165504
hi0.09600997506234414
be0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
6
name"Isabella"
dialogue"Sì, sì, la mia macchina fotografica. Ho le prove, ma per favore, non urlatemi contro. Non voglio problemi con la polizia."
detectedLang"it"
heavyLang"it"
scores
it0.7987927565392354
es0.6259934548854605
ro0.6029776674937966
ca0.5874161939143888
sq0.5703544575725027
fr0.5678011885467315
en0.5535714285714286
pt0.5257854179016005
no0.4805194805194805
nl0.4784876140808344
de0.4781474233529028
lt0.46200403496973774
tl0.4605529332434255
sk0.4598244429439568
sl0.45652173913043476
hr0.4314143567874911
sv0.41219691403379866
pl0.41002949852507375
cs0.40696812453669384
tr0.38791124713083397
da0.37205651491365777
yo0.36507936507936506
az0.3553585817888799
et0.3237531699070161
ms0.3150684931506849
hu0.2844364937388193
vi0.26806953339432754
lv0.26335174953959484
eu0.2558139534883721
fi0.09502262443438914
reliabletrue
passestrue
7
name"Hunter"
dialogue"I'm not yelling, I'm investigating. Look, can you just nod if you saw a man?"
detectedLang"en"
heavyLang"en"
scores
en0.7988641741599621
tl0.6496290189612531
sv0.6198568872987478
nl0.5497881355932204
no0.5283018867924528
de0.5256696428571429
ro0.5131729667812142
pt0.5081018518518519
da0.507531865585168
ca0.5069605568445477
ms0.4946492271105826
it0.44589308996088656
cs0.4444444444444444
fr0.4393139841688654
hr0.4264507422402159
lt0.41540577716643745
et0.4089012517385257
es0.39801699716713884
sk0.38672438672438675
az0.38405797101449274
lv0.3684992570579495
tr0.3531202435312024
sl0.3369734789391576
is0.3338557993730407
sq0.3089430894308943
hu0.2685025817555938
fi0.22303473491773307
yo0.21875
pl0.19811320754716982
eu0.1414141414141414
vi0.1414141414141414
reliabletrue
passestrue
8
name"Isabella"
dialogue"Un uomo... sì, un uomo molto alto. Ma è andato via verso il fiume. Non lo ho più visto."
detectedLang"it"
heavyLang"it"
scores
it0.8162378884062812
ca0.6369636963696369
es0.6088193456614509
pt0.5703125
yo0.5327102803738317
fr0.5250431778929188
ro0.40476190476190477
no0.37286202964652226
sk0.3251533742331288
tl0.3099121706398996
lv0.302915082382763
lt0.2948717948717949
en0.29214929214929214
nl0.2445054945054945
az0.2403314917127072
vi0.23504867872044508
hu0.21875
da0.20634920634920634
is0.20174165457184323
sv0.20174165457184323
sq0.18397626112759644
pl0.1628614916286149
cs0.16158536585365854
et0.15384615384615385
de0.14330218068535827
fi0.13793103448275862
sl0.13793103448275862
eu0.13657770800627944
tr0.13249211356466878
ms0.10569105691056911
reliabletrue
passestrue
9
name"Hunter"
dialogue"The river? That’s near the old mill. All right, stay here. Don't move."
detectedLang"en"
heavyLang"en"
scores
en0.8215035699286014
tl0.6376811594202898
sq0.45161290322580644
no0.44589308996088656
da0.39458689458689455
it0.38226744186046513
yo0.37591776798825255
sv0.36472346786248133
fr0.3441358024691358
de0.33800623052959505
nl0.30098684210526316
ca0.2784380305602716
et0.17153996101364524
pt0.15841584158415842
ms0.1550695825049702
es0.15
reliabletrue
passestrue
10
name"Hunter"
dialogue"Hunter here. ... Yeah, I found a witness. No, I can't understand a word she's saying, but I think she saw something by the river. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8078520980473618
tl0.5958934032328528
da0.5087626128518322
no0.48553948832035587
ca0.4414251207729469
cs0.42653440793552383
sk0.4233167082294264
pl0.42295695570804737
sv0.4141861937935402
fr0.3664383561643836
pt0.35042134831460675
nl0.3485915492957747
de0.34813248766737137
it0.33881343817012155
yo0.33357348703170026
sq0.32383040935672514
hr0.32234432234432236
es0.31328878990348924
tr0.29871114480667177
ms0.29009976976208746
ro0.2812742812742813
lv0.26819620253164556
et0.23236514522821577
hu0.19425087108013936
fi0.18717047451669597
is0.1864555848724714
sl0.1387337057728119
lt0.13551401869158877
az0.12570888468809074
vi0.12570888468809074
hi0.08325074331020813
be0.07035175879396985
eu0.07035175879396985
uk0.06376518218623482
reliabletrue
passestrue
11
name"Hunter"
dialogue"You stay put, okay? Don't go anywhere. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.7870249017038008
tl0.5859872611464968
yo0.365234375
hr0.2777777777777778
hu0.2647058823529412
lt0.2562929061784897
pl0.2494226327944573
cs0.1935483870967742
de0.1935483870967742
sq0.1935483870967742
reliabletrue
passestrue