Run: 2026-03-15-01KKS36YF7ARVT0KE4WC7Y76M2

Run Details

Model:
Z.AI GLM 5 Turbo
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
14.0s
Cost:
$0.002821
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: "..." Hunter: "Excuse me, ma'am. I'm Detective Hunter with the county sheriff's office. I'm investigating some incidents that have happened in town recently. You wouldn't happen to have seen anything unusual near the orchards last Tuesday?" Marie: "Je... je suis désolée, je ne comprends pas. Qu'est-ce que vous dites?" Hunter: "Ma'am? Do you speak English? I said — did you see anything strange near the apple orchards?" Marie: "Les vergers? Non, je... Attendez. Vous êtes un policier? Mon Dieu, c'est à cause de ce que j'ai photographié, n'est-ce pas? J'aurais dû aller voir la police plus tôt, mais je pensais que c'était rien, juste un ombre, mais..." Hunter: "I... look, I'm not sure what language that is. French? I don't speak French. Are you in trouble? Do you need help?" Marie: "Je ne comprends pas ce que vous dites! Pourquoi est-ce que personne ne parle français dans ce pays? J'ai vu quelque chose, d'accord? J'ai des photos! Sur mon appareil! Regardez!" Hunter: "Whoa, hold on — slow down. I can't understand a word you're saying. Photos? You have photos? Of what?" Marie: "Oui, des photos! Dans l'appareil! Il y avait un homme, il traînait quelque chose derrière les arbres, et... et j'ai pris des photos parce que c'était un beau paysage et je ne faisais pas attention au début, mais quand j'ai regardé l'écran, j'ai vu... Oh mon Dieu, j'ai vu..." Hunter: "Ma'am, I genuinely wish I could help you right now, but we've got a serious language barrier here. Just — stay right here, okay? Don't go anywhere." Marie: "Ne partez pas! S'il vous plaît, ne me laissez pas seule! Ce n'est pas un accident, ce que j'ai vu, c'était... c'était intentionnel!" Hunter: "I have no idea what you're saying, but you seem pretty upset. Just... give me one second." Marie: "Allez-vous m'écouter? J'ai des preuves! Sur cette carte mémoire! Il faut que vous regardiez!" Hunter: "Hunter." Marie: "Quoi?" Hunter: "Yeah, speaking. What do you mean another one? ...When? ...Damn it. I'm on my way." Marie: "Qu'est-ce qui se passe? Qu'est-ce qu'il a dit?" Hunter: "I'm sorry, ma'am. I have to go. Right now. Don't leave this cafe — someone from my office will come by, maybe they can find a translator." Marie: "Attendez! Vous ne pouvez pas partir! Les photos! Regardez les photos! S'il vous plaît!" Hunter: "Just stay put!" Marie: "Merde."
created_at"2026-03-15T15:53:05.778Z" 3/15/2026, 3:53:05 PM
model"z-ai/glm-5-turbo-20260315"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2355
moderation_latency(null)
generation_time13892
tokens_prompt316
tokens_completion889
native_tokens_prompt267
native_tokens_completion863
native_tokens_completion_images(null)
native_tokens_reasoning271
native_tokens_cached256
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"
usage0.002821312
router(null)
provider_responses
0
endpoint_id"9ce3b132-3a17-4fea-8092-0e8e519ed32b"
id"20260315235306a3a677c82861476e"
is_byokfalse
latency2355
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-1773589985-96nui3KTxcUAzYUg6ic7"
upstream_id"20260315235306a3a677c82861476e"
total_cost0.002821312
cache_discount0.00024576
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"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
1
name"Hunter"
dialogue"Excuse me, ma'am. I'm Detective Hunter with the county sheriff's office. I'm investigating some incidents that have happened in town recently. You wouldn't happen to have seen anything unusual near the orchards last Tuesday?"
detectedLang"en"
heavyLang"en"
scores
en0.7899159663865546
tl0.5925078638833285
no0.4648892226811866
fr0.46327683615819204
nl0.44874274661508706
ro0.42702050663449936
de0.42002442002442
da0.4159836065573771
pt0.39258312020460356
it0.3857758620689655
sv0.37197003085059493
sl0.36155913978494625
sq0.3463302752293578
ca0.336283185840708
es0.3322399250234302
ms0.32400379506641364
cs0.2722165474974464
hr0.2631851085832472
et0.24603174603174602
sk0.21574023115024765
lt0.19808666291502533
az0.19582392776523702
yo0.18895845190665908
lv0.16861143523920652
pl0.1332116788321168
is0.08829174664107485
fi0.08595253367543298
hu0.0618828176431863
tr0.03975741239892184
reliabletrue
passestrue
2
name"Marie"
dialogue"Je... je suis désolée, je ne comprends pas. Qu'est-ce que vous dites?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8193795155121122
ca0.5952380952380952
es0.5192307692307693
it0.46608040201005024
pt0.4627054361567636
lt0.4585987261146497
ro0.4551282051282051
nl0.4201909959072306
sl0.41460055096418735
en0.41379310344827586
hr0.40056417489421725
sq0.358974358974359
ms0.3550834597875569
cs0.3501529051987768
de0.3501529051987768
tl0.28330522765598654
yo0.2772108843537415
sk0.25438596491228066
lv0.19507575757575757
tr0.18111753371868977
pl0.17635658914728683
fi0.17153996101364524
hu0.16173570019723865
et0.1448692152917505
reliabletrue
passestrue
3
name"Hunter"
dialogue"Ma'am? Do you speak English? I said — did you see anything strange near the apple orchards?"
detectedLang"en"
heavyLang"en"
scores
en0.7874601487778958
tl0.526813880126183
no0.4945240101095198
da0.4827586206896552
sq0.4485294117647059
fr0.44751381215469616
de0.4392523364485981
sv0.41972920696324956
hr0.4117647058823529
et0.402390438247012
cs0.3993993993993994
pl0.36642027455121434
nl0.35064935064935066
sk0.3273542600896861
ms0.3265993265993266
it0.318955732122588
yo0.3119266055045872
ro0.2831541218637993
sl0.25742574257425743
vi0.2248062015503876
pt0.20634920634920634
es0.20212765957446807
ca0.18699186991869918
lv0.18144611186903137
is0.1780821917808219
lt0.1780821917808219
tr0.17695473251028807
az0.16897506925207756
be0.1044776119402985
hu0.10044977511244377
uk0.09502262443438914
reliabletrue
passestrue
4
name"Marie"
dialogue"Les vergers? Non, je... Attendez. Vous êtes un policier? Mon Dieu, c'est à cause de ce que j'ai photographié, n'est-ce pas? J'aurais dû aller voir la police plus tôt, mais je pensais que c'était rien, juste un ombre, mais..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8102600140548138
ca0.5575221238938053
it0.5216158752657689
es0.5143884892086331
en0.5058565153733529
pt0.5042232831435917
nl0.4769469197985277
ro0.44006636250518455
no0.4260204081632653
da0.4102228047182176
de0.3907942238267148
tl0.36619718309859156
sv0.3293591654247392
yo0.2987012987012987
et0.2694805194805195
lv0.26229508196721313
lt0.23814898419864558
tr0.23164484917472966
ms0.20913884007029876
sq0.20447849145550973
hr0.20071047957371224
sl0.19881305637982194
cs0.19594997022036928
eu0.19258373205741627
sk0.18280871670702178
az0.16923076923076924
pl0.15940224159402241
hu0.11300919842312747
hi0.10299003322259136
fi0.10239361702127658
vi0.058577405857740586
reliabletrue
passestrue
5
name"Hunter"
dialogue"I... look, I'm not sure what language that is. French? I don't speak French. Are you in trouble? Do you need help?"
detectedLang"en"
heavyLang"en"
scores
en0.828673245614035
tl0.5805369127516778
ro0.47567114093959734
nl0.43438914027149317
yo0.410933081998115
pl0.3609406952965235
it0.35165975103734437
cs0.33581296493092455
et0.3093922651933701
sl0.3047830923248054
fr0.30089485458612975
hr0.29298642533936653
sq0.2865296803652968
pt0.28489702517162474
sv0.2816091954022989
is0.27662037037037035
no0.27494199535962877
de0.2724097788125727
da0.26556991774383076
hu0.26122931442080377
sk0.2460796139927624
vi0.21777221526908636
ms0.20584498094027956
tr0.19146183699870634
az0.19041450777202074
ca0.18086500655307994
lt0.1677762982689747
es0.1355463347164592
eu0.11095305832147938
be0.10071942446043164
lv0.09156976744186046
uk0.09156976744186046
reliabletrue
passestrue
6
name"Marie"
dialogue"Je ne comprends pas ce que vous dites! Pourquoi est-ce que personne ne parle français dans ce pays? J'ai vu quelque chose, d'accord? J'ai des photos! Sur mon appareil! Regardez!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8142951469131727
ca0.5615744349181606
it0.5426829268292682
en0.5059288537549407
es0.48956442831215974
nl0.42777212614445576
ro0.4260204081632653
de0.4192049561177078
pt0.39483593329747174
tl0.35270425776754893
lt0.3382352941176471
sl0.31444241316270566
hr0.30037313432835816
sq0.2852604828462516
ms0.2829827915869981
cs0.2723156532988357
da0.25298804780876494
lv0.2459785522788204
sk0.23521414004078858
pl0.20325779036827196
tr0.20099431818181818
hu0.20042643923240938
yo0.17763157894736845
sv0.1591928251121076
no0.15856394913986538
et0.1470811220621683
az0.14578587699316628
hi0.12109375000000001
is0.09783480352846832
fi0.07254740313272877
eu0.06639004149377593
reliabletrue
passestrue
7
name"Hunter"
dialogue"Whoa, hold on — slow down. I can't understand a word you're saying. Photos? You have photos? Of what?"
detectedLang"en"
heavyLang"en"
scores
en0.8102936324645331
da0.5728083209509658
tl0.5396317053642915
no0.5131244707874683
cs0.451858913250715
nl0.4362745098039216
ca0.435721295387635
de0.4186046511627907
sv0.41742654508611954
fr0.4150559511698881
yo0.4066047471620227
pl0.4059917355371901
sk0.3889479277364506
hr0.37089715536105033
ro0.3451025056947608
is0.343607305936073
et0.32748538011695905
tr0.3004866180048662
it0.29447852760736193
lt0.28125
hu0.27944862155388467
pt0.2767295597484277
fi0.2703045685279188
es0.26937738246505716
sq0.26376440460947503
lv0.26187419768934533
hi0.21875
az0.18785310734463279
vi0.18785310734463279
sl0.13533834586466165
be0.10852713178294573
eu0.10852713178294573
ms0.0987460815047022
uk0.0987460815047022
reliabletrue
passestrue
8
name"Marie"
dialogue"Oui, des photos! Dans l'appareil! Il y avait un homme, il traînait quelque chose derrière les arbres, et... et j'ai pris des photos parce que c'était un beau paysage et je ne faisais pas attention au début, mais quand j'ai regardé l'écran, j'ai vu... Oh mon Dieu, j'ai vu..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8144712430426716
ca0.513677811550152
en0.40850277264325324
es0.4058670627552915
it0.3980436418359669
pt0.3747557639703009
ro0.32318104906937395
nl0.32260795935647757
da0.3049522154648132
de0.2892047978676144
no0.27601809954751133
lv0.22928709055876687
lt0.2176039119804401
yo0.2114342040413997
tl0.20752847944526995
fi0.20437593237195426
et0.19476597886260694
sl0.18699186991869918
hr0.17990773962070733
sq0.16010498687664043
pl0.15611814345991562
sv0.13326110509209102
cs0.12520503007107708
vi0.10962715637173066
az0.10213243546576879
tr0.10011248593925759
hi0.08831908831908832
ms0.08623643632210165
sk0.0830945558739255
hu0.04875148632580262
zh0.045915324985092425
reliabletrue
passestrue
9
name"Hunter"
dialogue"Ma'am, I genuinely wish I could help you right now, but we've got a serious language barrier here. Just — stay right here, okay? Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.7766195085629188
tl0.5410504844467109
fr0.4665085951393005
ro0.38524590163934425
no0.3728222996515679
de0.3715083798882682
da0.36886395511921455
ca0.3626062322946175
yo0.3529834651329979
sq0.3338267949666914
sv0.33085501858736055
pl0.3087557603686636
it0.297423887587822
cs0.293563579277865
eu0.28514694201747415
hu0.2568125516102395
hr0.256198347107438
et0.2537313432835821
pt0.24559932942162618
es0.24050632911392408
lt0.22879177377892032
sk0.2248062015503876
is0.19786096256684493
ms0.19642857142857142
nl0.19642857142857142
tr0.18625678119349007
az0.1758241758241758
sl0.1420400381315539
lv0.1287512100677638
vi0.1287512100677638
be0.07216494845360825
fi0.06542056074766354
uk0.06542056074766354
reliabletrue
passestrue
10
name"Marie"
dialogue"Ne partez pas! S'il vous plaît, ne me laissez pas seule! Ce n'est pas un accident, ce que j'ai vu, c'était... c'était intentionnel!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8145859085290483
ca0.5948136142625607
ro0.5437956204379563
es0.5373226403454658
it0.494949494949495
sq0.4915254237288135
en0.46846208362863223
lt0.44485566247224284
pt0.43438914027149317
nl0.4163424124513619
sl0.3946731234866829
lv0.3936944219886823
tl0.3760399334442596
no0.36332767402376914
et0.36061381074168797
hr0.3415276558384548
ms0.3315508021390375
de0.32003626473254765
cs0.3169398907103825
da0.31444241316270566
az0.2781520692974013
sv0.2711370262390671
hu0.267578125
sk0.2625368731563422
tr0.237029501525941
yo0.23625254582484725
fi0.23155737704918034
pl0.22839506172839508
eu0.17763157894736845
vi0.07749077490774908
reliabletrue
passestrue
11
name"Hunter"
dialogue"I have no idea what you're saying, but you seem pretty upset. Just... give me one second."
detectedLang"en"
heavyLang"en"
scores
en0.8041310541310541
tl0.5491803278688524
ca0.47418738049713194
it0.4549058473736373
hr0.43123061013443637
da0.42767950052029136
es0.41798941798941797
sq0.3895671476137625
fr0.38752783964365256
no0.377123442808607
fi0.3626882966396292
pt0.3626882966396292
pl0.3436754176610978
lv0.3405275779376499
sk0.32598039215686275
et0.32098765432098764
tr0.3193069306930693
ro0.3055555555555556
sv0.3037974683544304
cs0.24965893587994542
sl0.2445054945054945
ms0.22644163150492264
nl0.22425952045133993
yo0.13657770800627944
be0.11290322580645161
hu0.1085899513776337
az0.10277324632952692
is0.10277324632952692
lt0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
12
name"Marie"
dialogue"Allez-vous m'écouter? J'ai des preuves! Sur cette carte mémoire! Il faut que vous regardiez!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7983193277310924
ca0.5098039215686274
it0.5090016366612111
es0.46524064171123
de0.455535390199637
nl0.41348973607038125
en0.39271255060728744
ro0.37629937629937626
pt0.3710691823899371
da0.36642027455121434
no0.3333333333333333
tl0.3250843644544432
tr0.21671018276762402
hu0.16550764951321278
az0.16083916083916083
lv0.15730337078651685
eu0.14407988587731813
hr0.13294797687861273
sv0.12917271407837447
et0.12280701754385964
lt0.11504424778761062
sk0.11242603550295857
sl0.11242603550295857
ms0.10979228486646886
fi0.1044776119402985
sq0.10044977511244377
reliabletrue
passestrue
13
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
14
name"Marie"
dialogue"Quoi?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8076923076923077
reliablefalse
passestrue
15
name"Hunter"
dialogue"Yeah, speaking. What do you mean another one? ...When? ...Damn it. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8159509202453988
tl0.6445497630331753
pl0.4742990654205608
cs0.45255474452554745
hr0.39597315436241615
sk0.3943472409152086
yo0.337260677466863
pt0.3353028064992614
sq0.3108728943338438
fr0.2857142857142857
et0.2549668874172185
fi0.25
sl0.21052631578947367
vi0.19786096256684493
nl0.1847826086956522
es0.1818181818181818
ca0.18032786885245902
lt0.16201117318435754
ms0.16201117318435754
lv0.16044776119402984
no0.16044776119402984
hi0.15730337078651685
de0.15094339622641512
da0.14772727272727273
is0.1362763915547025
sv0.1362763915547025
reliabletrue
passestrue
16
name"Marie"
dialogue"Qu'est-ce qui se passe? Qu'est-ce qu'il a dit?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8348348348348348
ca0.6896162528216704
it0.6809744779582366
pt0.6191135734072023
da0.6065808297567954
ro0.5925925925925926
sv0.5756172839506173
nl0.5513866231647635
no0.5225694444444445
cs0.49355432780847147
es0.4878957169459963
hr0.47115384615384615
de0.461839530332681
yo0.4510978043912176
et0.44779116465863456
sl0.44668008048289737
en0.439918533604888
sq0.4008714596949891
fi0.375
hu0.36194895591647336
is0.3373493975903614
sk0.32098765432098764
ms0.3176178660049628
pl0.2763157894736842
lt0.22969187675070027
tr0.21875
tl0.207492795389049
az0.20289855072463767
eu0.20289855072463767
lv0.20289855072463767
vi0.20289855072463767
reliabletrue
passestrue
17
name"Hunter"
dialogue"I'm sorry, ma'am. I have to go. Right now. Don't leave this cafe — someone from my office will come by, maybe they can find a translator."
detectedLang"en"
heavyLang"en"
scores
en0.8116760828625236
tl0.5863970588235294
da0.504950495049505
pl0.4770482277745497
cs0.41709844559585496
sk0.40750493745885447
no0.4015957446808511
it0.3856655290102389
yo0.35437589670014347
hr0.3529834651329979
ro0.34162399414776884
pt0.33774834437086093
de0.3348115299334811
fr0.32330827067669177
ca0.3212669683257918
sv0.30394431554524365
sq0.2817238627294493
sl0.2688870836718116
lv0.26350245499181674
lt0.2598684210526316
es0.2417860151642797
tr0.2417860151642797
nl0.23857868020304565
az0.23011120615911035
et0.21465968586387435
hu0.1985752448797863
vi0.19714540588760038
ms0.16897506925207756
is0.13294797687861273
eu0.13211186113789777
be0.07216494845360825
fi0.06542056074766354
uk0.06542056074766354
reliabletrue
passestrue
18
name"Marie"
dialogue"Attendez! Vous ne pouvez pas partir! Les photos! Regardez les photos! S'il vous plaît!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7978723404255319
ca0.6657283603096412
es0.5638200183654729
en0.5221327967806841
it0.4836956521739131
nl0.4674887892376681
pt0.43045563549160676
lt0.4290865384615385
lv0.40401505646173147
sq0.39490445859872614
tl0.3933588761174968
no0.39180537772087065
ro0.3632707774798928
de0.3365921787709497
tr0.32239657631954355
sl0.291044776119403
hr0.27480916030534347
da0.24841772151898736
ms0.2448330683624801
cs0.23387096774193547
hu0.23387096774193547
sv0.22764227642276424
et0.22131147540983606
fi0.15630550621669628
az0.14414414414414414
eu0.14414414414414414
hi0.1394927536231884
is0.13793103448275862
pl0.12844036697247707
sk0.1171003717472119
yo0.11048689138576778
reliabletrue
passestrue
19
name"Hunter"
dialogue"Just stay put!"
detectedLang"en"
heavyLang"en"
scores
en0.8179611650485438
hr0.625
et0.576271186440678
sv0.576271186440678
ca0.506578947368421
reliabletrue
passestrue
20
name"Marie"
dialogue"Merde."
detectedLang"nl"
heavyLang"af"
scores
nl0.696969696969697
tr0.6932515337423313
ms0.6774193548387096
de0.6323529411764706
pt0.6153846153846154
da0.5867768595041323
es0.5867768595041323
it0.5867768595041323
no0.5867768595041323
ro0.5867768595041323
reliablefalse
passestrue