Run: 2026-03-15-01KKS38KQXN4A71C5RGCSC1XSY

Run Details

Model:
Z.AI GLM 5 Turbo
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
24.6s
Cost:
$0.007586
Provider:
Z.AI

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: "Pardon ? Je ne comprends pas. Je regarde juste mes photos." [Pardon? I don't understand. I am just looking at my photos.] Hunter: "Ma'am. I'm Detective Hunter with the Alborn PD. I need to ask you a few questions about what happened at the apple festival yesterday." Marie: "Le festival ? Oh non... S'il vous plaît, je ne veux pas de problèmes. Je suis juste étudiante." [The festival? Oh no... Please, I don't want any trouble. I am just a student.] Hunter: "I can see you're upset. But I need to know if you saw anyone suspicious near the orchard. Someone who didn't belong there." Marie: "Les bois... J'étais près des bois avec mon appareil. J'ai vu quelque chose. Quelque chose de terrible." [The woods... I was near the woods with my camera. I saw something. Something terrible.] Hunter: "Look, I don't have time for games. Do you speak English? English?" Marie: "Non, je suis française ! Mon Dieu, il traînait un sac. Il était si lourd. J'ai pris une photo par réflexe, et il m'a vue." [No, I am French! My God, he was dragging a bag. It was so heavy. I took a photo by reflex, and he saw me.] Hunter: "A bag? Ma'am, I need a translator for this. Just nod if the man you saw matches the composite sketch we've been passing around town." Marie: "Pourquoi ne me comprenez-vous pas ? Vous devez me protéger ! S'il découvre que j'ai cette photo, il va revenir pour moi !" [Why don't you understand me? You have to protect me! If he finds out I have this photo, he will come back for me!] Hunter: "Calm down. Take a deep breath. I'm going to call the college, get someone from the language department down here. Do not leave this cafe." Marie: "Ne partez pas ! Je suis seule ici, je ne connais personne dans cette ville !" [Don't leave! I am alone here, I don't know anyone in this town!] Hunter: "Hunter. ... Yeah? Right now? Understood. I'm on my way." Hunter: "I just got called out to a scene. Stay right here, order another coffee if you have to. Do not touch the photos on that camera. The Alborn police will be back for you." Marie: "Attendez ! Que dois-je faire ? S'il vous plaît, attendez !" [Wait! What should I do? Please, wait!] Hunter: "Just stay put, ma'am."
created_at"2026-03-15T15:54:00.327Z" 3/15/2026, 3:54:00 PM
model"z-ai/glm-5-turbo-20260315"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1624
moderation_latency(null)
generation_time24492
tokens_prompt316
tokens_completion2377
native_tokens_prompt267
native_tokens_completion2354
native_tokens_completion_images(null)
native_tokens_reasoning1766
native_tokens_cached265
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"
usage0.0075856
router(null)
provider_responses
0
endpoint_id"9ce3b132-3a17-4fea-8092-0e8e519ed32b"
id"202603152354006d0cde01acfe43c4"
is_byokfalse
latency1624
model_permaslug"z-ai/glm-5-turbo-20260315"
provider_name"Z.AI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.0; linux; x64))"
http_referer(null)
api_type"completions"
id"gen-1773590040-QmMnDwLxHWfzlYXNdUfS"
upstream_id"202603152354006d0cde01acfe43c4"
total_cost0.0075856
cache_discount0.0002544
upstream_inference_cost0
provider_name"Z.AI"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Pardon ? Je ne comprends pas. Je regarde juste mes photos."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7725894481503942
ca0.6408045977011495
es0.6196754563894523
lt0.616956077630235
nl0.5874587458745875
en0.5837957824639289
tl0.5669745958429562
ro0.5421245421245421
pt0.5404411764705882
sl0.5
it0.49460916442048514
hr0.48840381991814463
sq0.47405329593267886
cs0.4673295454545454
de0.43524096385542166
et0.33510638297872336
lv0.3169398907103825
yo0.3029739776951673
ms0.2870722433460076
sk0.27884615384615385
tr0.20042643923240938
pl0.19527896995708155
fi0.19006479481641467
hu0.17943107221006563
hi0.17035398230088497
eu0.1591928251121076
da0.13990825688073394
no0.13990825688073394
sv0.13990825688073394
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am. I'm Detective Hunter with the Alborn PD. I need to ask you a few questions about what happened at the apple festival yesterday."
detectedLang"en"
heavyLang"en"
scores
en0.7921225382932167
tl0.5858761987794247
fr0.5484790874524715
it0.5361328125
da0.4922501336183859
no0.49143468950749464
ca0.4754279403644395
nl0.45621064682312534
ro0.44379391100702575
pt0.4405182567726737
es0.4314781567923399
cs0.4259818731117825
hr0.40063091482649843
sv0.3902439024390244
sq0.37335092348284965
sl0.35549525101763907
de0.32671863926293404
ms0.3248045486851457
sk0.32239657631954355
yo0.32142857142857145
pl0.31109499637418414
et0.28945400149588635
lt0.28301886792452835
lv0.250788643533123
hu0.23387096774193547
az0.208992506244796
tr0.1782006920415225
is0.12683823529411764
vi0.12280701754385964
fi0.1171003717472119
be0.06862745098039216
eu0.06862745098039216
uk0.06219151036525173
reliabletrue
passestrue
2
name"Marie"
dialogue"Le festival ? Oh non... S'il vous plaît, je ne veux pas de problèmes. Je suis juste étudiante."
detectedLang"fr"
heavyLang"fr"
scores
fr0.800332778702163
ca0.5896032831737346
it0.5850622406639004
es0.5765702187720536
nl0.576271186440678
ro0.5478522984174831
pt0.5388162951575711
sl0.5283018867924528
sq0.49537426408746843
hr0.4827586206896552
cs0.453551912568306
tl0.45255474452554745
no0.4520547945205479
ms0.44751381215469616
en0.4428969359331476
da0.4225216554379211
de0.4174757281553398
hu0.4041708043694141
lt0.39879759519038077
et0.3896236012207528
yo0.3871297242083759
sv0.37823834196891193
sk0.3617021276595745
az0.30151338766006985
tr0.2982456140350877
lv0.286563614744352
eu0.2753623188405797
pl0.2736077481840194
fi0.2010652463382157
reliabletrue
passestrue
3
name"Hunter"
dialogue"I can see you're upset. But I need to know if you saw anyone suspicious near the orchard. Someone who didn't belong there."
detectedLang"en"
heavyLang"en"
scores
en0.8086124401913876
tl0.5438996579247435
no0.3464052287581699
et0.3174061433447099
yo0.2926613616268789
ms0.2907801418439716
da0.2863514719000892
sv0.2831541218637993
cs0.28186714542190305
fr0.2812219227313567
sq0.26605504587155965
ca0.2640294388224471
nl0.2530345471521942
pl0.24599434495758718
hr0.24170616113744076
de0.2402659069325736
sk0.20318725099601595
lv0.18781725888324874
ro0.18200408997955012
lt0.17269906928645296
pt0.17184265010351968
hu0.16230366492146597
es0.15789473684210525
tr0.15522703273495247
az0.14893617021276595
sl0.13137893593919653
it0.12568306010928962
fi0.11602209944751381
be0.08045977011494253
is0.07300115874855156
uk0.07300115874855156
vi0.07300115874855156
reliabletrue
passestrue
4
name"Marie"
dialogue"Les bois... J'étais près des bois avec mon appareil. J'ai vu quelque chose. Quelque chose de terrible."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8090335436731982
ca0.5919091554293825
en0.4911504424778761
es0.4278606965174129
it0.3902439024390244
de0.3770314192849404
pt0.3532058492688414
nl0.34059633027522934
no0.3154761904761905
da0.31137724550898205
sv0.2353723404255319
hu0.21768707482993196
tl0.20798898071625344
ro0.2058011049723757
sq0.18785310734463279
az0.1797432239657632
lt0.17503586800573886
lv0.15066469719350073
tr0.14561664190193166
yo0.14050822122571002
hi0.11944869831546708
eu0.10852713178294573
et0.0987460815047022
ms0.0987460815047022
fi0.09305993690851734
pl0.09305993690851734
reliabletrue
passestrue
5
name"Hunter"
dialogue"Look, I don't have time for games. Do you speak English? English?"
detectedLang"en"
heavyLang"en"
scores
en0.8235294117647058
tl0.6165644171779141
da0.6122026887280249
no0.5856353591160222
hr0.5253164556962026
pt0.5136186770428015
cs0.4573082489146165
pl0.41770186335403725
sq0.4009584664536741
yo0.39320388349514557
de0.3697478991596639
ca0.3654822335025381
sv0.358974358974359
sk0.35233160621761656
vi0.3169398907103825
ro0.30167597765363136
et0.2618110236220473
sl0.24242424242424243
it0.23469387755102045
ms0.1610738255033557
be0.15730337078651685
fr0.15730337078651685
nl0.15730337078651685
tr0.15730337078651685
hu0.1515837104072398
az0.14383561643835618
is0.14383561643835618
lt0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
reliabletrue
passestrue
6
name"Marie"
dialogue"Non, je suis française ! Mon Dieu, il traînait un sac. Il était si lourd. J'ai pris une photo par réflexe, et il m'a vue."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8083580613254204
it0.46844993141289437
ca0.44484240687679083
da0.38148443735035914
yo0.3785084202085004
ro0.3642329778506973
cs0.353628023352794
en0.34543918918918914
lv0.32958477508650524
no0.3225524475524475
pt0.3189806678383128
sl0.3165784832451499
sk0.30493273542600896
es0.2986425339366516
tl0.2674858223062382
hr0.24242424242424243
sv0.23418972332015808
et0.2326732673267327
nl0.20594262295081966
sq0.20594262295081966
az0.18677859391395593
eu0.17728237791932058
pl0.17200854700854698
de0.16934619506966772
hi0.16666666666666666
tr0.1594360086767896
lt0.08500590318772137
hu0.08284023668639054
is0.07074340527577938
ms0.07074340527577938
reliabletrue
passestrue
7
name"Hunter"
dialogue"A bag? Ma'am, I need a translator for this. Just nod if the man you saw matches the composite sketch we've been passing around town."
detectedLang"en"
heavyLang"en"
scores
en0.7808764940239044
tl0.6157428970656731
da0.5673833245936025
sv0.5462046204620462
fr0.5121230041395624
no0.506578947368421
ca0.476854787571338
nl0.46636481241914624
it0.45400397088021177
pt0.4503664223850766
et0.4302486187845304
ro0.4136460554371002
de0.4115549215406562
ms0.3938280675973549
es0.3721461187214612
sq0.3431528662420382
lt0.3187448389760529
hr0.3125
cs0.3119266055045872
pl0.30846605196982396
sk0.289405684754522
yo0.2750439367311072
lv0.27184466019417475
tr0.2600896860986547
is0.25136116152450094
hu0.21278625954198474
vi0.2112810707456979
sl0.20289855072463767
az0.1887905604719764
eu0.1424116424116424
be0.0782122905027933
fi0.07094594594594594
uk0.07094594594594594
reliabletrue
passestrue
8
name"Marie"
dialogue"Pourquoi ne me comprenez-vous pas ? Vous devez me protéger ! S'il découvre que j'ai cette photo, il va revenir pour moi !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.826544315129812
ca0.5739417262231996
es0.5370370370370371
it0.5110410094637224
pt0.48229792919171677
ro0.4709897610921502
en0.45690259285213736
sq0.36889250814332253
tr0.35416666666666663
nl0.3465430016863406
sl0.33074265975820377
lt0.3141592920353982
no0.3117229129662522
tl0.2824074074074074
hr0.26400759734093066
cs0.2533718689788054
ms0.22654690618762477
eu0.2115971515768057
hu0.20594262295081966
lv0.18848167539267016
az0.1833508956796628
et0.18162618796198524
da0.17728237791932058
fi0.17377398720682302
de0.1594360086767896
sk0.09568261376896149
hi0.0903755868544601
pl0.07517899761336516
yo0.07517899761336516
sv0.07074340527577938
reliabletrue
passestrue
9
name"Hunter"
dialogue"Calm down. Take a deep breath. I'm going to call the college, get someone from the language department down here. Do not leave this cafe."
detectedLang"en"
heavyLang"en"
scores
en0.8200629779577148
tl0.6222851746931067
no0.45799457994579945
yo0.4440583738707436
ro0.4117647058823529
sq0.3860322333077513
nl0.37694704049844235
fr0.3764614185502728
cs0.36457505957108816
sk0.3635640413683373
pl0.36
pt0.3563958165728077
hr0.3393889347646573
sl0.33829611248966085
da0.33774834437086093
ca0.3305439330543933
lt0.2844364937388193
ms0.2825112107623318
de0.2753623188405797
es0.25857275254865614
is0.24457034938621341
it0.22254616132167152
hu0.21491658488714427
sv0.20318725099601595
az0.20159680638722555
lv0.1935483870967742
vi0.18450560652395515
tr0.16230366492146597
eu0.15611814345991562
et0.14984059511158343
fi0.07300115874855156
reliabletrue
passestrue
10
name"Marie"
dialogue"Ne partez pas ! Je suis seule ici, je ne connais personne dans cette ville !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8232229251953851
it0.5618081180811808
da0.5445829338446788
ca0.5052083333333334
de0.49414270500532487
no0.49360341151385934
sq0.4908896034297963
nl0.4870410367170626
lt0.47859495060373214
hr0.46327683615819204
en0.46145124716553293
hu0.4508670520231214
sl0.43653618030842234
cs0.42493946731234866
lv0.42284325637910086
sv0.41066997518610426
tr0.39490445859872614
tl0.3870967741935484
et0.3807040417209909
ro0.3716931216931217
fi0.3708609271523179
pt0.3675099866844208
sk0.35983827493261455
es0.3493150684931507
ms0.33751743375174337
yo0.3185078909612626
pl0.31654676258992803
az0.2263843648208469
is0.2096505823627288
eu0.14414414414414414
zh0.13793103448275862
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hunter. ... Yeah? Right now? Understood. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8088235294117647
tl0.6051032806804374
no0.5255474452554745
da0.5248538011695907
sv0.46369636963696376
de0.4415807560137457
fr0.43965517241379315
pl0.43868739205526774
sk0.4347826086956522
cs0.4298245614035088
ca0.3271221532091097
et0.32150313152400833
fi0.3157894736842105
yo0.3143459915611814
nl0.3114406779661017
hr0.21307506053268765
hi0.20537897310513448
it0.16237113402061853
pt0.16237113402061853
ms0.15364583333333331
ro0.15364583333333331
sl0.15364583333333331
sq0.15364583333333331
tr0.15364583333333331
reliabletrue
passestrue
12
name"Hunter"
dialogue"I just got called out to a scene. Stay right here, order another coffee if you have to. Do not touch the photos on that camera. The Alborn police will be back for you."
detectedLang"en"
heavyLang"en"
scores
en0.8120300751879699
tl0.6531219028741327
da0.5464362850971922
fr0.4852941176470589
no0.4804552201880257
sv0.4590417310664606
cs0.4432661717921527
hr0.43790149892933616
yo0.4284158954817637
ca0.42148760330578516
sk0.42148760330578516
pl0.4186046511627907
es0.4117647058823529
pt0.3934142114384749
it0.38016528925619836
ro0.37796208530805686
de0.37050359712230213
lt0.36479128856624315
sq0.3570116350275567
sl0.34782608695652173
nl0.3208279430789133
et0.30966469428007887
hu0.2832764505119454
lv0.2832764505119454
fi0.22048997772828507
tr0.22048997772828507
ms0.21933085501858735
eu0.2033383915022762
vi0.18856259659969088
az0.16534181240063595
hi0.13294797687861273
is0.11616161616161616
be0.0625
uk0.05660377358490566
reliabletrue
passestrue
13
name"Marie"
dialogue"Attendez ! Que dois-je faire ? S'il vous plaît, attendez !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7953615279672579
ca0.6441281138790036
pt0.5702005730659025
es0.5377503852080123
nl0.5024875621890548
en0.46428571428571425
it0.3775933609958506
sl0.36575052854122625
hr0.3630573248407643
de0.3617021276595745
yo0.35205183585313177
tl0.34065934065934067
cs0.3288590604026846
sk0.3258426966292135
no0.3197278911564626
pl0.23273657289002556
da0.21465968586387435
lv0.20212765957446807
et0.1780821917808219
sv0.1780821917808219
tr0.1780821917808219
reliabletrue
passestrue
14
name"Hunter"
dialogue"Just stay put, ma'am."
detectedLang"en"
heavyLang"en"
scores
en0.7294372294372294
hr0.5
et0.44933920704845814
sv0.44933920704845814
ca0.3811881188118812
reliabletrue
passestrue