Run: 2026-02-08-01KGZ08JJ6Q55GQ6AK31C55VT9

Run Details

Model:
Z.AI GLM 4.7 Flash
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
1m 9s
Cost:
$0.001280
Provider:
DeepInfra

Evaluation summary

Score Evaluator
Details Link
94.12% 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: "..." Hunter: "..." Marie: "Ça ne vous regarde pas." (It doesn't concern you.) Hunter: "Look, I'm Detective Hunter. I saw you staring at that alleyway. You look like you've seen a ghost. Did you see something?" Marie: (Her hands tremble as she looks at the camera lens). "Je ne suis pas venue ici pour parler avec vous. Je ne parle pas votre langue." (I didn't come here to talk to you. I do not speak your language.) Hunter: "English? Okay, okay. Can I get you some help? Did you see someone lurking around here? Who took that photo you were just looking at?" Marie: "Ce n'était pas un quelqu'un." (It wasn't a someone.) "C'était... il n'avait pas de visage." (It was... it didn't have a face.) Hunter: "What? A mask? A costume? Did you take this?" Marie: "Oui, mais quand j'ai regardé la photo, il avait disparu. Il a traversé le mur en arrière-plan." (Yes, but when I looked at the photo, he had disappeared. He went through the wall in the background.) Hunter: (Staring at her camera screen, blinking). "He went through a wall? That’s not possible." Marie: "Peut-être pas pour vous, mais pour moi, il est parti." (Perhaps not for you, but for me, he left.) Hunter: (Sighs, rubbing his temples). "Okay, look. I need to catch this guy. I have a terrible headache trying to figure out what you're telling me. Do you have a phone? Can you write down what you saw? Just so I know what I'm looking for." Marie: (Pulls a pen and a napkin from her bag, scribbling quickly and sliding it across the table). "Lisez." (Read.) Hunter: (Reads the French words). "Le monde est... voilé. La vérité est... ailleurs." (The world is... veiled. The truth is... elsewhere.) Hunter: "Okay... 'Veiled world' and 'Truth elsewhere.' That’s... very poetic, but not exactly a crime report. Look, I'm sorry I have to run, I just got a call." *(Hunter's phone rings)* Hunter: "Hunter. ... I know. ... Yeah, I'm heading out now." Hunter: (Ends the call and looks apologetically at Marie). "I’m sorry. I have to go. Keep your head down. Don't leave this cafe, okay?"
created_at"2026-02-08T16:11:04.358573+00:00" 2/8/2026, 4:11:04 PM
model"z-ai/glm-4.7-flash-20260119"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency338
moderation_latency(null)
generation_time69125
tokens_prompt257
tokens_completion3103
native_tokens_prompt267
native_tokens_completion3167
native_tokens_completion_images(null)
native_tokens_reasoning2544
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"
usage0.0012796200000128
router(null)
provider_responses
0
id"chatcmpl-R40eUE7LEnhLB8Fg7BN5USem"
status200
is_byokfalse
latency125
endpoint_id"6efb5994-8fcb-4300-9c64-ba393193f5f6"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-flash-20260119"
api_type"completions"
id"gen-1770566994-h3VWZED2gcHtHsxznb1W"
upstream_id"chatcmpl-R40eUE7LEnhLB8Fg7BN5USem"
total_cost0.0012796200000128
cache_discount0.0000031999999872
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
94.12% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
1
name"Hunter"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
2
name"Marie"
dialogue"Ça ne vous regarde pas."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8285714285714286
ro0.6385542168674699
sq0.6134020618556701
ca0.6124031007751938
lt0.5738636363636364
sl0.5738636363636364
hr0.5548961424332344
nl0.5522388059701493
it0.5192307692307693
es0.511400651465798
lv0.40711462450592883
tr0.38524590163934425
fi0.3697478991596639
ms0.358974358974359
en0.3562231759656652
pt0.3562231759656652
cs0.35344827586206895
hu0.35344827586206895
tl0.33035714285714285
reliabletrue
passestrue
3
name"Hunter"
dialogue"Look, I'm Detective Hunter. I saw you staring at that alleyway. You look like you've seen a ghost. Did you see something?"
detectedLang"en"
heavyLang"en"
scores
en0.7920848867221107
tl0.6287762416794676
no0.5648259303721489
da0.5370370370370371
it0.46256486286137877
ro0.4557057057057057
fr0.4236883942766296
sv0.4223107569721115
nl0.4162640901771336
de0.4148506860371267
ca0.41437802907915994
cs0.3917785234899329
pt0.3835034013605442
et0.377147766323024
hr0.35152057245080504
ms0.35094001790510293
es0.348607367475292
sq0.33056325023084027
pl0.2988394584139265
sl0.28851815505397443
sk0.2778884462151395
is0.23684210526315788
hu0.2352320675105485
lv0.22542735042735043
tr0.22126745435016112
yo0.22126745435016112
lt0.21959095801937567
az0.15501165501165504
fi0.15501165501165504
vi0.15501165501165504
be0.0880503144654088
eu0.0880503144654088
uk0.0799492385786802
reliabletrue
passestrue
4
name"Marie"
dialogue"Je ne suis pas venue ici pour parler avec vous. Je ne parle pas votre langue."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8272357723577236
sl0.5092378752886837
it0.4842233009708738
nl0.46338383838383834
hr0.44948186528497414
lt0.43559096945551123
yo0.4162087912087912
sq0.41135734072022156
cs0.4072524407252441
tr0.3911174785100286
ro0.3675595238095238
ca0.36377245508982037
ms0.3550834597875569
de0.3511450381679389
tl0.33903576982892686
en0.3359375
sk0.3359375
lv0.27597955706984667
pl0.27101200686106347
no0.2621527777777778
hu0.2595818815331011
az0.2582897033158813
da0.25569176882662
es0.25569176882662
et0.24911660777385158
pt0.24911660777385158
fi0.17153996101364524
is0.1650294695481336
eu0.1550695825049702
sv0.121900826446281
reliabletrue
passestrue
5
name"Hunter"
dialogue"English? Okay, okay. Can I get you some help? Did you see someone lurking around here? Who took that photo you were just looking at?"
detectedLang"en"
heavyLang"en"
scores
en0.8256714876033059
tl0.5547493403693932
no0.4089316987740806
da0.36380772855796417
sv0.3620037807183365
et0.3316831683168317
ca0.3019648397104447
cs0.28646934460887946
fr0.27884615384615385
is0.25742574257425743
sq0.25742574257425743
hr0.23814898419864558
ro0.1935483870967742
de0.1837968561064087
pt0.18082524271844658
tr0.17883211678832117
az0.17177914110429449
pl0.15730337078651685
it0.14556962025316456
nl0.13127413127413126
yo0.1141732283464567
es0.10358565737051792
hi0.10239361702127658
ms0.09638554216867469
sk0.09638554216867469
be0.09395973154362416
hu0.09029649595687331
lt0.08536585365853659
lv0.08536585365853659
uk0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
6
name"Marie"
dialogue"C'était... il n'avait pas de visage."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8334443704197202
ca0.5667244367417678
nl0.4939271255060729
ro0.4897959183673469
it0.48559670781893005
sv0.46808510638297873
lt0.4444444444444444
sq0.4279176201372997
tr0.4212962962962963
az0.41588785046728977
de0.4033412887828162
es0.3811881188118812
tl0.37810945273631835
en0.375
pt0.3734335839598998
ms0.37027707808564225
da0.32249322493224936
no0.30362116991643456
lv0.2937853107344633
hu0.2795389048991354
yo0.2732558139534884
et0.2331288343558282
eu0.21875
reliabletrue
passestrue
7
name"Hunter"
dialogue"What? A mask? A costume? Did you take this?"
detectedLang"en"
heavyLang"en"
scores
en0.804006968641115
tl0.593128390596745
ca0.5192307692307693
it0.5140388768898488
ro0.5098039215686274
pt0.506578947368421
es0.5022123893805309
cs0.4827586206896552
lt0.4693396226415094
sl0.42748091603053434
hu0.4094488188976378
sk0.36619718309859156
yo0.34593023255813954
fr0.34210526315789475
hr0.33234421364985167
pl0.3181818181818182
tr0.2549668874172185
is0.25
da0.24242424242424243
sq0.24242424242424243
az0.23728813559322032
eu0.23728813559322032
lv0.23728813559322032
nl0.23728813559322032
no0.23728813559322032
vi0.23728813559322032
de0.22945205479452058
et0.21875
fi0.21875
ms0.21875
sv0.21875
reliabletrue
passestrue
8
name"Marie"
dialogue"Oui, mais quand j'ai regardé la photo, il avait disparu. Il a traversé le mur en arrière-plan."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8120824053452116
it0.625
ca0.6116225546605293
es0.6109510086455331
en0.5911568746214415
ro0.5670301475304682
pt0.5003700962250185
nl0.4094488188976378
no0.3907942238267148
da0.38468550592525064
tr0.37788018433179726
sq0.3703358208955224
yo0.3697478991596639
tl0.35406698564593303
sl0.34210526315789475
sv0.33758586849852795
cs0.299792531120332
is0.2841993637327678
hr0.281150159744409
hu0.27341227125941875
vi0.2726293103448276
az0.2686890574214518
eu0.25742574257425743
de0.23120728929384965
sk0.2276887871853547
lt0.18576598311218334
fi0.17883211678832117
lv0.1646039603960396
ms0.1646039603960396
pl0.1346153846153846
hi0.10239361702127658
et0.08536585365853659
reliabletrue
passestrue
9
name"Hunter"
dialogue"He went through a wall? That’s not possible."
detectedLang"en"
heavyLang"en"
scores
en0.8344370860927153
ca0.6176470588235294
tl0.609375
fr0.5619946091644205
it0.5134730538922155
es0.496124031007752
pt0.43868739205526774
yo0.40476190476190477
sq0.3460764587525151
nl0.34210526315789475
hu0.32432432432432434
tr0.3229166666666667
fi0.32150313152400833
ro0.2995689655172413
cs0.28884026258205686
sk0.2857142857142857
hr0.2562929061784897
pl0.24418604651162787
sl0.21686746987951808
lt0.20147420147420148
is0.1875
da0.181360201511335
az0.17721518987341772
eu0.17721518987341772
lv0.17721518987341772
no0.17721518987341772
vi0.17721518987341772
de0.1709183673469388
et0.16237113402061853
ms0.16237113402061853
sv0.16237113402061853
reliabletrue
passestrue
10
name"Marie"
dialogue"Peut-être pas pour vous, mais pour moi, il est parti."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8527245949926362
ro0.5419847328244275
it0.5363214837712519
ca0.471830985915493
pt0.471830985915493
sq0.4690265486725664
ms0.44547134935304994
lt0.4392523364485981
tr0.4230769230769231
az0.3939393939393939
nl0.358974358974359
da0.336283185840708
sv0.32432432432432434
no0.3197278911564626
et0.31662870159453305
es0.24433249370277077
en0.23076923076923078
de0.21052631578947367
eu0.21052631578947367
tl0.21052631578947367
lv0.1935483870967742
pl0.1891891891891892
hr0.18256130790190736
sl0.18256130790190736
cs0.17355371900826447
hu0.17355371900826447
sk0.17355371900826447
yo0.16434540389972147
reliabletrue
passestrue
11
name"Hunter"
dialogue"Okay, look. I need to catch this guy. I have a terrible headache trying to figure out what you're telling me. Do you have a phone? Can you write down what you saw? Just so I know what I'm looking for."
detectedLang"en"
heavyLang"en"
scores
en0.8084624760578096
tl0.553933495539335
fr0.4811320754716981
no0.4734322642412638
da0.46051986267778316
de0.39956331877729256
et0.39058171745152354
ca0.3844432008953554
pt0.38271604938271603
sk0.37286202964652226
nl0.3699885452462772
sl0.3685419058553387
sv0.3630573248407643
sq0.359720605355064
it0.3582263710618437
cs0.34484812388326386
pl0.3405275779376499
yo0.3321190042501518
ro0.33008526187576126
hr0.3068683049779458
es0.3024730500951173
vi0.30203045685279184
ms0.2392807745504841
lt0.2258972554539057
hu0.20634920634920634
az0.19883466860888566
lv0.1881918819188192
tr0.1691842900302115
is0.15966386554621848
fi0.15188897455666925
be0.05982905982905983
eu0.05982905982905983
uk0.05417024935511608
reliabletrue
passestrue
12
name"Marie"
dialogue"Lisez."
detectedLang"fr"
heavyLang"fr"
scores
fr0.6774193548387096
tr0.6774193548387096
reliablefalse
passestrue
13
name"Hunter"
dialogue"Le monde est... voilé. La vérité est... ailleurs."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8395853899308983
it0.634009009009009
ro0.5880861850443599
es0.5529573590096286
hu0.500768049155146
nl0.4706840390879479
yo0.3970315398886827
ca0.3460764587525151
tl0.3271221532091097
sq0.3229166666666667
pt0.3172268907563025
sl0.2647058823529412
cs0.21307506053268765
sk0.21307506053268765
no0.20537897310513448
vi0.20537897310513448
en0.1875
sv0.18546365914786966
reliabletrue
passesfalse
14
name"Hunter"
dialogue"Okay... 'Veiled world' and 'Truth elsewhere.' That’s... very poetic, but not exactly a crime report. Look, I'm sorry I have to run, I just got a call."
detectedLang"en"
heavyLang"en"
scores
en0.7980349344978166
tl0.6129707112970711
yo0.4283065512978987
ro0.4204260651629073
it0.41787287602265577
sq0.40743113388853297
no0.3681693989071039
da0.3620689655172413
fr0.35359888190076866
ca0.35269419174247724
cs0.35042134831460675
pt0.34443656980864634
sv0.32333577176298467
pl0.3188512518409426
hr0.3153219837157661
sk0.29817905918057663
de0.2823894491854151
es0.2823894491854151
lt0.26703645007923926
nl0.2516181229773463
hu0.23868312757201646
et0.2367986798679868
sl0.22594142259414227
lv0.21610169491525424
tr0.19565217391304346
is0.12982126058325494
az0.12570888468809074
vi0.12570888468809074
ms0.11988582302568983
be0.07035175879396985
eu0.07035175879396985
fi0.06376518218623482
uk0.06376518218623482
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hunter. ... I know. ... Yeah, I'm heading out now."
detectedLang"en"
heavyLang"en"
scores
en0.8087222647283857
tl0.5805369127516778
no0.5543672014260249
da0.5479204339963833
sv0.4541484716157206
ca0.44071588366890374
sq0.43566591422121903
it0.41588785046728977
nl0.4131455399061033
ms0.39172749391727496
ro0.3734335839598998
sk0.3654822335025381
hr0.3573264781491003
is0.35064935064935066
tr0.3403693931398417
pl0.33510638297872336
cs0.29577464788732394
de0.26035502958579887
yo0.258160237388724
fr0.22360248447204967
be0.21875
hu0.21135646687697163
az0.20127795527156547
et0.20127795527156547
lt0.20127795527156547
lv0.20127795527156547
pt0.20127795527156547
uk0.20127795527156547
vi0.20127795527156547
sl0.19093851132686085
reliabletrue
passestrue
16
name"Hunter"
dialogue"I’m sorry. I have to go. Keep your head down. Don't leave this cafe, okay?"
detectedLang"en"
heavyLang"en"
scores
en0.8037190082644629
tl0.654796511627907
da0.4508670520231214
pl0.43720379146919436
yo0.38788659793814434
hr0.3493150684931507
no0.3484224965706447
cs0.3319268635724332
it0.3115942028985507
sk0.3004418262150221
lv0.2803030303030303
lt0.2601246105919003
et0.24121405750798725
ca0.22512234910277326
sv0.22512234910277326
sq0.22003284072249588
sl0.2030201342281879
pt0.1739130434782609
ro0.1592920353982301
ms0.1410488245931284
be0.12844036697247707
tr0.12844036697247707
hu0.12361623616236161
az0.1171003717472119
is0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue