Run: 2026-02-08-01KGYYV70FW099W9BZFBJW8KW6

Run Details

Model:
Z.AI GLM 4.7 Flash
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
43.1s
Cost:
$0.001214
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: "Non capisco, amico. Volete le mele? È per questo che siamo qui? Le mele non rispondono." (I don't understand, friend. Do you want the apples? Is that why we are here? The apples don't answer.) Hunter: "I'm sorry, do you speak English? I'm Detective Hunter. I was wondering if you could tell me about the woman who was last seen near the orchard. Do you know where she went?" Isabella: "Non è qui. Sono tornata nel lago. L'acqua ha bevuto tutto. Non c'era nessuna donna, solo un uomo che mi guardava dalla macchina." (She isn't here. I went back to the lake. The water drank it all. There was no woman, only a man looking at me from the car.) Hunter: "Okay, ma'am, I'm sorry, but I don't speak Italian. You seem very frightened. Can you describe that man?" Isabella: "Lui non aveva il naso. E il suo sguardo... era freddo come il ghiaccio del Minnesota. Niente sentimenti." (He didn't have a nose. And his look... was cold like Minnesota ice. No feelings.) Hunter: "I understand. That sounds serious. Please, if you speak English, please try. But I have a call I have to take right now." Isabella: (Shaking her head, looking at her camera lens). "Niente inglese. Il tempo cambia. La pioggia è grigia ora." Hunter: "Right. Okay. I have to go." (Hunter pulls his phone out from his jacket pocket). Hunter: "Hunter." Isabella: "..." Hunter: "..."
created_at"2026-02-08T15:45:51.700459+00:00" 2/8/2026, 3:45:51 PM
model"z-ai/glm-4.7-flash-20260119"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency152
moderation_latency(null)
generation_time43020
tokens_prompt261
tokens_completion2935
native_tokens_prompt268
native_tokens_completion3002
native_tokens_completion_images(null)
native_tokens_reasoning2630
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"
usage0.0012136800000128
router(null)
provider_responses
0
id"chatcmpl-ReIdeTPVUgSIwivRpDmyJZ1l"
status200
is_byokfalse
latency62
endpoint_id"6efb5994-8fcb-4300-9c64-ba393193f5f6"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-flash-20260119"
api_type"completions"
id"gen-1770565508-inyMUgJkgxotXx3ketmI"
upstream_id"chatcmpl-ReIdeTPVUgSIwivRpDmyJZ1l"
total_cost0.0012136800000128
cache_discount0.0000031999999872
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Isabella"
dialogue"Non capisco, amico. Volete le mele? È per questo che siamo qui? Le mele non rispondono."
detectedLang"it"
heavyLang"it"
scores
it0.8204667863554758
fr0.6090695856137608
ca0.5733788395904437
es0.5370370370370371
pt0.5136186770428015
en0.513145082765336
ro0.41792782305005816
yo0.40191387559808617
sk0.3710691823899371
tl0.3234100135317997
lt0.30362116991643456
sl0.299719887955182
hu0.2668621700879765
cs0.25595238095238093
no0.2366412213740458
hr0.17218543046357618
ms0.16666666666666666
sq0.15824915824915825
nl0.1539763113367174
sv0.1539763113367174
eu0.1482112436115843
de0.13793103448275862
et0.13043478260869565
tr0.13043478260869565
reliabletrue
passestrue
1
name"Hunter"
dialogue"I'm sorry, do you speak English? I'm Detective Hunter. I was wondering if you could tell me about the woman who was last seen near the orchard. Do you know where she went?"
detectedLang"en"
heavyLang"en"
scores
en0.8182809376703617
tl0.5262908574135481
nl0.4936708860759494
no0.477533960292581
sq0.4375703037120359
da0.4026284348864994
sv0.3898718730933496
fr0.38309685379395436
de0.37421777221526903
pt0.36588459099556125
ro0.35608499678042493
it0.34683213585891576
hr0.3192648059904697
cs0.3145990404386566
ms0.2779783393501805
ca0.2737835875090778
yo0.26416482707873434
sl0.25037481259370314
es0.21875
pl0.21197793538219067
et0.1902834008097166
sk0.16943521594684383
vi0.1482112436115843
fi0.1341991341991342
tr0.11426040744021257
be0.06542056074766354
hu0.06279287722586692
az0.059266227657572904
is0.059266227657572904
lt0.059266227657572904
lv0.059266227657572904
uk0.059266227657572904
reliabletrue
passestrue
2
name"Isabella"
dialogue"Non è qui. Sono tornata nel lago. L'acqua ha bevuto tutto. Non c'era nessuna donna, solo un uomo che mi guardava dalla macchina."
detectedLang"it"
heavyLang"it"
scores
it0.8165335635657243
ca0.5502645502645502
es0.49314251639833034
fr0.4444444444444444
et0.34815950920245403
fi0.3189102564102564
pt0.30668841761827076
ro0.30612244897959184
en0.2863140218303946
yo0.28087986463620984
tl0.26343154246100525
sq0.23903312444046554
de0.21731123388581952
hu0.195837275307474
eu0.1935483870967742
sv0.1834774255523535
ms0.17794970986460348
hr0.16829745596868884
lv0.16420845624385447
az0.15084915084915085
tr0.14914914914914917
no0.12008281573498965
is0.09766454352441614
sl0.09766454352441614
cs0.08798283261802575
sk0.08798283261802575
pl0.08405172413793104
nl0.07608695652173912
reliabletrue
passestrue
3
name"Hunter"
dialogue"Okay, ma'am, I'm sorry, but I don't speak Italian. You seem very frightened. Can you describe that man?"
detectedLang"en"
heavyLang"en"
scores
en0.7840531561461794
tl0.5851946394384173
no0.38505203405865657
it0.3658536585365854
es0.3602362204724409
ro0.3460764587525151
da0.33469805527123847
sv0.33264887063655035
ca0.3271221532091097
sq0.3018259935553169
pt0.2872807017543859
cs0.2713004484304933
fr0.2571428571428571
lt0.25287356321839083
tr0.24065420560747666
az0.23439340400471145
hr0.23349056603773585
de0.21592279855247284
lv0.20828258221680876
nl0.2004920049200492
yo0.19454770755885997
ms0.1875
fi0.1709183673469388
pl0.16237113402061853
sk0.09972299168975068
be0.09722222222222222
sl0.09722222222222222
hu0.09344490934449094
et0.08835904628330996
is0.08835904628330996
uk0.08835904628330996
vi0.08835904628330996
reliabletrue
passestrue
4
name"Isabella"
dialogue"Lui non aveva il naso. E il suo sguardo... era freddo come il ghiaccio del Minnesota. Niente sentimenti."
detectedLang"it"
heavyLang"it"
scores
it0.787303664921466
ro0.5241581259150806
es0.5195861049519587
fr0.5112781954887218
ca0.501151189562548
pt0.482484076433121
no0.4468085106382979
da0.3959107806691449
en0.39138576779026213
sq0.3737957610789981
sv0.3538767395626242
et0.34277047522750254
eu0.3414387031408308
az0.3319630010277493
sl0.32150313152400833
tl0.3179433368310598
ms0.30406852248394006
is0.27293064876957496
tr0.2502883506343714
de0.24855491329479767
lt0.2450638792102207
yo0.2243436754176611
nl0.19254658385093168
hu0.18952618453865336
lv0.17825537294563845
sk0.17197452229299362
cs0.16666666666666666
fi0.16237113402061853
hr0.16237113402061853
pl0.11202185792349727
reliabletrue
passestrue
5
name"Hunter"
dialogue"I understand. That sounds serious. Please, if you speak English, please try. But I have a call I have to take right now."
detectedLang"en"
heavyLang"en"
scores
en0.8280692817116659
tl0.6527777777777778
da0.5901639344262295
no0.5565045992115638
sv0.5192307692307693
cs0.4659810126582279
ro0.44672131147540983
pl0.4289340101522843
hr0.42455242966751916
sk0.41659464131374246
de0.409965034965035
yo0.3818681318681319
nl0.3784530386740331
sl0.3401759530791789
ca0.3356299212598425
fr0.3336623889437315
hu0.3154158215010142
it0.3147208121827411
lt0.3133265513733469
sq0.2879746835443038
lv0.2741935483870968
is0.23900789177001125
pt0.23469387755102045
tr0.23382519863791143
ms0.23295454545454544
es0.2276887871853547
az0.2214532871972318
be0.20118343195266272
vi0.1646039603960396
et0.15730337078651685
eu0.09395973154362416
fi0.08536585365853659
uk0.08536585365853659
reliabletrue
passestrue
6
name"Isabella"
dialogue"Niente inglese. Il tempo cambia. La pioggia è grigia ora."
detectedLang"it"
heavyLang"it"
scores
it0.8108747044917257
es0.6521739130434783
ro0.6031746031746031
ca0.5520716685330347
fr0.5449374288964732
yo0.522673031026253
pt0.49874686716791977
az0.38650306748466257
tl0.37205651491365777
sq0.36808846761453395
no0.36608557844690964
nl0.3630573248407643
lt0.3150684931506849
da0.25512104283054005
de0.25512104283054005
ms0.1836734693877551
tr0.17355371900826447
vi0.17355371900826447
eu0.16317991631799164
et0.16142557651991615
sk0.15254237288135594
en0.14346895074946467
hr0.12854030501089325
pl0.12854030501089325
sl0.12854030501089325
sv0.12854030501089325
reliabletrue
passestrue
7
name"Hunter"
dialogue"Right. Okay. I have to go."
detectedLang"en"
heavyLang"en"
scores
en0.8175182481751825
tl0.7572815533980582
da0.7261345852895149
yo0.6818181818181818
pl0.6783088235294117
no0.6520874751491053
hr0.5930232558139535
cs0.5742092457420924
sk0.5382585751978892
lv0.5138888888888888
lt0.4883040935672514
ca0.44089456869009586
sv0.44089456869009586
sq0.4336569579288026
sl0.40878378378378377
it0.396551724137931
ro0.33962264150943394
de0.29718875502008035
fr0.29718875502008035
be0.2857142857142857
tr0.2857142857142857
hu0.2768595041322314
az0.2647058823529412
et0.2647058823529412
is0.2647058823529412
uk0.2647058823529412
vi0.2647058823529412
reliabletrue
passestrue
8
name"Hunter"
dialogue"Hunter."
detectedLang"en"
heavyLang"de"
scores
en0.7797356828193832
de0.6376811594202898
da0.6212121212121212
no0.609375
fr0.5901639344262295
sv0.5833333333333334
tl0.5726495726495726
it0.5575221238938053
nl0.5575221238938053
pt0.5575221238938053
ca0.5412844036697247
ms0.5412844036697247
ro0.5412844036697247
sl0.5412844036697247
sq0.5412844036697247
tr0.5412844036697247
reliablefalse
passestrue
9
name"Isabella"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
10
name"Hunter"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue