Run: 2026-02-08-01KGYYX1KM60N61RR2AF1SANTE

Run Details

Model:
Z.AI GLM 4.7
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
2m 46s
Cost:
$0.004607
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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
Marie: "Je... Je suis désolée, je ne comprends pas. Qu'est-ce que vous voulez ?" (I... I am sorry, I don't understand. What do you want?) Hunter: "Ma'am, I'm Detective Hunter. I need to ask you a few questions about the incident near the orchard yesterday. You were seen taking pictures in that area." Marie: "L'incident ? Oh mon Dieu. C'était horrible. Je ne voulais rien voir, je jurerais." (The incident? Oh my God. It was horrible. I didn't want to see anything, I swear.) Hunter: "I don't speak French, lady. I need to know if you saw anyone suspicious. A man, maybe driving a truck?" Marie: "Je suis très confuse. Pourquoi cet homme me crie dessus ? J'ai juste une photo..." (I am very confused. Why is this man shouting at me? I only have a photo...) Hunter: "Look, I can see you're shaken up, but I can't help you if I can't understand you. Did you see the victim or not? Just nod your head." Marie: "S'il vous plaît, laissez-moi tranquille. Je veux juste rentrer à ma chambre." (Please, leave me alone. I just want to go back to my room.) Hunter: "Alright, take a breath. I'm going to find a translator. Just stay here and don't touch that camera." *(Phone rings)* Hunter: "Hunter here. ... Yeah? ... You found what? ... I'm on my way." Hunter: "Don't go anywhere. I'll be back to deal with this."
created_at"2026-02-08T15:48:54.693427+00:00" 2/8/2026, 3:48:54 PM
model"z-ai/glm-4.7-20251222"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency4459
moderation_latency(null)
generation_time166214
tokens_prompt257
tokens_completion2514
native_tokens_prompt267
native_tokens_completion2583
native_tokens_completion_images(null)
native_tokens_reasoning2269
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"
usage0.00460657
router(null)
provider_responses
0
id"chatcmpl-RSlrS9dvh4PRB8RgNIsyiSbF"
status200
is_byokfalse
latency58
endpoint_id"ab79ffa8-8dcc-41c4-9a9f-6cc408135243"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-20251222"
api_type"completions"
id"gen-1770565568-Fl1Q00o0HfZ1aEKFldZH"
upstream_id"chatcmpl-RSlrS9dvh4PRB8RgNIsyiSbF"
total_cost0.00460657
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"Marie"
dialogue"Je... Je suis désolée, je ne comprends pas. Qu'est-ce que vous voulez ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8208263069139966
ca0.5609504132231405
es0.4766009852216749
it0.46608040201005024
ro0.4551282051282051
nl0.4201909959072306
sl0.41460055096418735
pt0.4089012517385257
lt0.4039270687237027
hr0.40056417489421725
sq0.358974358974359
cs0.3501529051987768
en0.33903576982892686
tl0.28330522765598654
yo0.2772108843537415
de0.2697594501718213
sk0.25438596491228066
lv0.19507575757575757
tr0.18111753371868977
pl0.17635658914728683
fi0.17153996101364524
ms0.1650294695481336
hu0.16173570019723865
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am, I'm Detective Hunter. I need to ask you a few questions about the incident near the orchard yesterday. You were seen taking pictures in that area."
detectedLang"en"
heavyLang"en"
scores
en0.8053717399766447
tl0.6243425995492111
fr0.5764506565014824
nl0.5331465919701214
it0.5180722891566265
ro0.5138551288283909
ca0.5098039215686274
no0.4834710743801653
da0.42954934398174555
pt0.4275901545506583
de0.42363112391930835
sv0.421631000578369
sl0.40863394441159073
cs0.39172749391727496
pl0.3849938499384994
sq0.38461538461538464
et0.36020473448496476
yo0.3498049414824447
sk0.34810951760104303
es0.34469200524246396
hr0.33020763563295374
az0.26578560939794427
lv0.25261584454409564
lt0.23547400611620795
tr0.2260061919504644
hu0.21996879875195008
ms0.21568627450980393
is0.1728701406120761
fi0.12510936132983377
vi0.11738746690203002
be0.06542056074766354
eu0.06542056074766354
uk0.059266227657572904
reliabletrue
passestrue
2
name"Marie"
dialogue"L'incident ? Oh mon Dieu. C'était horrible. Je ne voulais rien voir, je jurerais."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7729238754325259
ca0.4675456389452333
nl0.3794326241134752
sl0.3644067796610169
cs0.36053593179049936
hr0.3510506798516687
lv0.3429286608260325
lt0.336283185840708
sk0.2905405405405405
es0.279835390946502
pt0.2778541953232462
it0.26675977653631283
en0.2647058823529412
eu0.2563739376770538
sq0.24785100286532946
ro0.2467718794835007
yo0.2369186046511628
pl0.23469387755102045
tl0.21758569299552907
de0.21407185628742514
da0.21171171171171171
hu0.21171171171171171
tr0.1518578352180937
fi0.1435562805872757
hi0.12935323383084577
az0.125
et0.11764705882352942
no0.11317567567567569
sv0.10714285714285714
reliabletrue
passestrue
3
name"Hunter"
dialogue"I don't speak French, lady. I need to know if you saw anyone suspicious. A man, maybe driving a truck?"
detectedLang"en"
heavyLang"en"
scores
en0.8035506402793946
tl0.6679783571077226
no0.4668246445497631
da0.4351464435146444
sv0.432296047098402
cs0.3978590544157003
ca0.38580527752502275
hr0.3522072936660269
pl0.3515850144092219
lv0.34971098265895956
lt0.33693516699410614
yo0.33693516699410614
sk0.33102081268582756
pt0.32228915662650603
it0.31955645161290325
ro0.31955645161290325
hu0.3154158215010142
es0.3091095189355169
de0.29096638655462187
nl0.2841993637327678
et0.28191489361702127
ms0.25824175824175827
sl0.23814898419864558
sq0.23382519863791143
fr0.21875
tr0.17883211678832117
is0.16974169741697415
az0.1646039603960396
vi0.1646039603960396
be0.09395973154362416
eu0.09395973154362416
fi0.08536585365853659
uk0.08536585365853659
reliabletrue
passestrue
4
name"Marie"
dialogue"Je suis très confuse. Pourquoi cet homme me crie dessus ? J'ai juste une photo..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8145650708024275
et0.4527363184079602
pt0.4510978043912176
en0.43298969072164945
no0.38547486033519557
nl0.3834080717488789
es0.3381468110709988
ca0.3365500603136309
sl0.32182490752157833
cs0.29936305732484075
tl0.2948717948717949
de0.29214929214929214
it0.2557510148849797
da0.23717059639389734
hr0.23717059639389734
ro0.23717059639389734
sv0.2329149232914923
yo0.2286115007012623
fi0.21763869132290184
ms0.21540656205420827
sq0.21203438395415475
sk0.20863309352517986
pl0.1419656786271451
hi0.12280701754385964
eu0.1143317230273752
reliabletrue
passestrue
5
name"Hunter"
dialogue"Look, I can see you're shaken up, but I can't help you if I can't understand you. Did you see the victim or not? Just nod your head."
detectedLang"en"
heavyLang"en"
scores
en0.8131838804376835
tl0.5870206489675516
sv0.5302013422818792
no0.4756554307116104
da0.42528735632183906
nl0.39810834049871024
et0.3766696349065004
ca0.3488372093023256
fr0.325626204238921
cs0.27611168562564636
ro0.27461139896373055
tr0.24324324324324328
sq0.2324561403508772
pl0.22566371681415928
yo0.21700223713646533
de0.21612541993281076
sk0.18699186991869918
ms0.1822429906542056
az0.16666666666666666
hr0.16567342073897498
is0.16367980884109917
it0.1411042944785276
es0.10600255427841634
be0.09090909090909091
hu0.08735332464146023
lt0.08256880733944955
lv0.08256880733944955
uk0.08256880733944955
vi0.08256880733944955
reliabletrue
passestrue
6
name"Marie"
dialogue"S'il vous plaît, laissez-moi tranquille. Je veux juste rentrer à ma chambre."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8053717399766447
pt0.5150339476236664
tl0.4829369183040331
ca0.4747899159663866
et0.47257383966244726
it0.4658119658119659
es0.4582881906825569
nl0.44320712694877507
yo0.4192799070847852
de0.41588785046728977
en0.3757802746566792
no0.3726474278544542
sk0.3670886075949367
sv0.36061381074168797
pl0.34895833333333337
lt0.3394980184940555
da0.32523616734143057
hr0.31880108991825606
sl0.3169398907103825
ro0.3131868131868132
sq0.2937853107344633
cs0.2917847025495751
ms0.27641099855282203
vi0.2492492492492493
eu0.2163009404388715
fi0.20508744038155804
hu0.14089347079037798
lv0.11816578483245149
tr0.11190053285968028
az0.10554561717352416
reliabletrue
passestrue
7
name"Hunter"
dialogue"Alright, take a breath. I'm going to find a translator. Just stay here and don't touch that camera."
detectedLang"en"
heavyLang"en"
scores
en0.8142644873699851
tl0.6066708621774701
da0.4313011828935396
fr0.42343173431734316
ro0.4228993536472761
yo0.40702087286527516
sl0.3955512572533849
ca0.3842364532019704
no0.37624750499001997
pl0.37624750499001997
sv0.3699596774193548
hr0.3602865916069601
de0.35699588477366256
it0.3563336766220391
sk0.34210526315789475
cs0.3400211193241816
sq0.3379237288135593
es0.33011789924973206
et0.3131868131868132
pt0.31015452538631344
nl0.30632630410654826
lv0.29298642533936653
ms0.28977272727272724
lt0.28815489749430523
vi0.20178799489144317
hu0.1997439180537772
tr0.1830065359477124
eu0.17979002624671916
az0.1710875331564987
is0.10714285714285714
fi0.09156976744186046
reliabletrue
passestrue
8
name"Hunter"
dialogue"Hunter here. ... Yeah? ... You found what? ... I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8204667863554758
tl0.6385542168674699
cs0.4434137291280148
fr0.37629937629937626
pl0.3697478991596639
sk0.3492407809110629
sq0.3464052287581699
ca0.34497816593886466
et0.33920704845814975
fi0.3333333333333333
de0.22680412371134018
hr0.22680412371134018
hi0.21875
da0.21465968586387435
no0.20634920634920634
yo0.2
sv0.1891891891891892
it0.17355371900826447
nl0.17355371900826447
pt0.17355371900826447
ms0.16434540389972147
ro0.16434540389972147
sl0.16434540389972147
tr0.16434540389972147
reliabletrue
passestrue
9
name"Hunter"
dialogue"Don't go anywhere. I'll be back to deal with this."
detectedLang"en"
heavyLang"en"
scores
en0.8161764705882353
tl0.6255760368663593
yo0.4992295839753467
pl0.42781690140845074
lt0.3992606284658041
sk0.28884026258205686
cs0.2872807017543859
lv0.27293064876957496
sl0.2713004484304933
hu0.2647058823529412
hr0.2630385487528345
no0.2511520737327189
da0.24242424242424243
de0.1935483870967742
ms0.1935483870967742
sq0.1935483870967742
reliabletrue
passestrue