Run: 2026-09-02-01M1GRR5E49QKZW1ESTE2GDMC1

Run Details

Duration:
2m 43s
Cost:
$0.001422
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
*[The Apple Core Café, Alborn, MN — Monday morning. Paper apple garlands from the festival still hang in the window. MARIE sits alone, scrolling through photos on her camera. HUNTER approaches, badge out.]* **Hunter:** "Ma'am? Excuse me, ma'am. Detective Hunter, Alborn County. You're the photography student staying with the Bergstroms, right? I need five minutes about Saturday night. The Brandt woman. You were shooting near the orchard when she disappeared." **Marie:** *(looking up, startled)* "Pardon ? Je... je suis désolée, je ne comprends pas. Vous parlez trop vite. Je ne parle pas anglais." **Hunter:** "The orchard. Saturday. Around seven o'clock. Did you see anyone? A truck, a stranger, anything off?" **Marie:** *(hands tightening around the camera, voice unsteady)* "Oh mon Dieu. Vous êtes la police. C'est à propos de cette femme disparue, n'est-ce pas ?... Monsieur, je ne comprends pas un mot, mais... attendez. Attendez ! J'ai quelque chose. Regardez." **Hunter:** *(scanning the café, then back at her)* "Whoa, whoa. Slow down. I don't speak... any of that. Anyone in here speak French?... No? Fine. We'll do this the hard way. What are you showing me?" **Marie:** *(scrolling, trembling)* "Je photographiais les vergers pour le festival. Samedi soir, la lumière était magnifique... et là. Là, près de la grange. Vous voyez ? Un homme. Il portait quelque chose de lourd sur l'épaule." **Hunter:** *(squinting at the camera screen)* "I don't understand a word you're saying, ma'am, but I understand that picture. Go back. Right there. That's a person." **Marie:** "Oui ! Oui, une personne ! Et après... monsieur, après, j'ai entendu un cri. Un cri étouffé, vers la rivière. Je croyais que c'était un renard. Un renard ! Quelle idiote..." **Hunter:** "A... what? Renard? Is that an animal? Talk slower. We're gonna do this with our hands, okay? The man. Was he big? *This* big?" **Marie:** *(gesturing)* "Grand. Très grand. Avec une casquette foncée et un manteau vert. Il marchait vite, vers le nord. J'ai pris une autre photo, mais il faisait sombre, c'est tout flou... J'aurais dû appeler la police tout de suite, mais je ne parle pas la langue et j'ai eu peur. Pardonnez-moi." **Hunter:** "Okay, okay. Big guy. Dark cap — how do I... yes! You're getting it. Green coat? Green. And he went... point, ma'am. Point which way." **Marie:** *(pointing north, eyes wet)* "Par là. Vers la rivière. Vous comprenez ? La rivière !" **Hunter:** "The river. Yeah, I got it. Hang on—" *(phone rings)* "Hunter. ...Slow down. The Kowalski place? ...Nobody touches that barn until I get there. Seal it off. Ten minutes." *(pocketing the phone)* "Ma'am, I've gotta run. Don't delete those photos. Don't show them to anyone but me. Stay somewhere public, you understand me? *Public.*" **Marie:** "Quoi ? Attendez ! Monsieur, attendez ! Je n'ai pas fini — vous ne comprenez pas, il faut—" **Hunter:** *(already at the door, pointing at her, then himself)* "You. Me. Station. Later. Suivez... moi? That's it. That's the whole phrasebook. Damn it, somebody at the office better speak French." **Marie:** *(calling after him, hugging the camera to her chest)* "Monsieur ! ...La grange. C'était la grange, je le sais... Oh, pourquoi est-ce que personne ne comprend jamais ?"
created_at"2026-09-02T09:56:05.711Z" 9/2/2026, 9:56:05 AM
model"z-ai/glm-5.3-flash-20260826"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency967
moderation_latency(null)
generation_time162933
tokens_prompt303
tokens_completion5679
native_tokens_prompt274
native_tokens_completion5606
native_tokens_completion_images(null)
native_tokens_reasoning4697
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
service_tier(null)
usage0.00142205
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788342965-AR3n5qdJTUrl38LEKosk"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788342965-NZwOy2do48OYXcZL9XbM"
upstream_id"20260902175605ecb51d0d278447af"
provider_responses
0
endpoint_id"8e9fe48b-2f91-41c3-a8a7-e4a93a8c4ff0"
id"20260902175605ecb51d0d278447af"
is_byokfalse
latency967
model_permaslug"z-ai/glm-5.3-flash-20260826"
provider_name"Z.AI"
status200
total_cost0.00142205
cache_discount(null)
upstream_inference_cost0
provider_name"Z.AI"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Ma'am? Excuse me, ma'am. Detective Hunter, Alborn County. You're the photography student staying with the Bergstroms, right? I need five minutes about Saturday night. The Brandt woman. You were shooting near the orchard when she disappeared."
detectedLang"en"
heavyLang"en"
scores
en0.7819767441860466
tl0.5649651972157773
no0.4908350305498982
fr0.47015188979159306
nl0.4028662420382166
da0.3842364532019704
sv0.37421777221526903
ro0.3734335839598998
it0.3646759847522236
de0.35093033318909567
sq0.3435448577680525
ms0.3246285457001351
ca0.31412894375857336
cs0.28639391056137015
hr0.2711370262390671
pt0.25521350546176763
et0.2537313432835821
sl0.21383647798742136
pl0.20424403183023873
es0.18787222523010288
sk0.18256130790190736
yo0.1515837104072398
lt0.1491775382870108
fi0.13144180660104227
lv0.12280701754385964
is0.12229373902867173
eu0.08480780964002442
az0.08424908424908424
tr0.07918968692449356
hu0.07749077490774908
hi0.04882688649334179
be0.0445859872611465
uk0.04030710172744722
vi0.04030710172744722
reliabletrue
passestrue
1
name"Marie"
dialogue"Pardon ? Je... je suis désolée, je ne comprends pas. Vous parlez trop vite. Je ne parle pas anglais."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7792494481236203
lt0.5610184372256365
sl0.5102840352595495
ca0.5078740157480316
cs0.48559670781893005
sq0.48506694129763134
it0.47257383966244726
nl0.42594718714121704
ro0.4152046783625731
es0.41383352872215706
en0.4131455399061033
hr0.40968122786304606
sk0.36386768447837153
tl0.3531694695989651
lv0.33862433862433866
de0.3055555555555556
pt0.27007299270072993
yo0.24585218702865763
pl0.2401215805471125
tr0.23430321592649314
hu0.2295839753466872
ms0.22720247295208654
no0.21507064364207218
fi0.14965986394557826
az0.12280701754385964
et0.11190053285968028
da0.10554561717352416
sv0.10554561717352416
reliabletrue
passestrue
2
name"Hunter"
dialogue"The orchard. Saturday. Around seven o'clock. Did you see anyone? A truck, a stranger, anything off?"
detectedLang"en"
heavyLang"en"
scores
en0.8037790697674418
tl0.6305418719211823
nl0.4779582366589328
no0.47470817120622566
de0.43037974683544306
fr0.425531914893617
da0.38803263825929285
sv0.36500470366886173
cs0.3571428571428572
ro0.34971098265895956
ms0.3471953578336557
ca0.3147208121827411
sq0.31402439024390244
sk0.30769230769230765
et0.3019648397104447
sl0.29319371727748694
yo0.25083240843507215
lv0.24327354260089684
it0.23556058890147225
tr0.23556058890147225
hr0.22945205479452058
pl0.21328671328671328
hu0.18772563176895307
lt0.18082524271844658
is0.17380660954712362
pt0.17177914110429449
es0.16356877323420074
az0.16044776119402984
eu0.09395973154362416
vi0.09395973154362416
fi0.08536585365853659
reliabletrue
passestrue
3
name"Marie"
dialogue"Oh mon Dieu. Vous êtes la police. C'est à propos de cette femme disparue, n'est-ce pas ?... Monsieur, je ne comprends pas un mot, mais... attendez. Attendez ! J'ai quelque chose. Regardez."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8130766783328031
it0.5884413309982487
ca0.5283018867924528
ro0.512448132780083
es0.501696352841391
en0.48757086785870035
nl0.4423350735643094
pt0.4364508393285372
no0.3937048503611971
tl0.37433439829605963
da0.3519029233314948
de0.34866962305986693
sq0.33540723981900455
yo0.3285714285714286
cs0.3188405797101449
hr0.30760164997053624
sl0.30760164997053624
lt0.3030842230130486
sv0.2795830778663397
lv0.2701863354037267
sk0.2679127725856698
tr0.25914249684741486
hu0.2409560723514212
fi0.1840277777777778
pl0.17311752287121746
eu0.16725726435152374
ms0.1631054131054131
et0.15345821325648418
az0.1051028179741051
vi0.06671961874503574
hi0.06225059856344772
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, whoa. Slow down. I don't speak... any of that. Anyone in here speak French?... No? Fine. We'll do this the hard way. What are you showing me?"
detectedLang"en"
heavyLang"en"
scores
en0.8157955330416763
tl0.6175908221797323
nl0.4310099573257468
it0.4289793004996431
no0.4281629735525375
sq0.4190268700072622
pt0.37254901960784315
yo0.3715632364493323
pl0.3485342019543974
ca0.33665008291873966
ro0.3220338983050847
sl0.31153184165232356
hr0.3103448275862069
es0.2963940193491645
sv0.28762243989314334
cs0.2831541218637993
sk0.2694063926940639
da0.2687385740402194
fr0.23591212989493793
ms0.22854387656702024
de0.22330097087378642
lv0.19517102615694165
vi0.17864476386036962
et0.1649269311064718
tr0.1649269311064718
is0.15966386554621848
az0.15522703273495247
fi0.08571428571428572
be0.08045977011494253
hu0.07727797001153403
lt0.07300115874855156
uk0.07300115874855156
reliabletrue
passestrue
5
name"Marie"
dialogue"Je photographiais les vergers pour le festival. Samedi soir, la lumière était magnifique... et là. Là, près de la grange. Vous voyez ? Un homme. Il portait quelque chose de lourd sur l'épaule."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8121961997348652
ca0.5569840166782488
it0.5256696428571429
en0.5126146788990825
es0.4974379188017343
no0.4774590163934426
nl0.46179822710004215
ro0.4541952054794521
da0.42748091603053434
pt0.42411924119241196
tl0.40308988764044945
yo0.38405797101449274
de0.3524631792788217
sl0.3488253319713994
sq0.32965299684542587
et0.28531390134529144
hr0.2824985931344964
cs0.26172553561088596
sv0.25438596491228066
az0.25263774912075027
tr0.2508813160987074
lt0.2392601431980907
sk0.2319277108433735
pl0.22303473491773307
hu0.203125
ms0.19098984771573604
lv0.1868622448979592
vi0.15897097625329815
fi0.14544235924932977
is0.11519777931991673
hi0.05695266272189349
eu0.05204460966542751
reliabletrue
passestrue
6
name"Hunter"
dialogue"I don't understand a word you're saying, ma'am, but I understand that picture. Go back. Right there. That's a person."
detectedLang"en"
heavyLang"en"
scores
en0.8122317596566524
tl0.6254681647940075
no0.515235457063712
da0.5118549511854952
de0.510146955913226
sq0.4627782041442824
sv0.452697419859265
pl0.40476190476190477
fr0.4042553191489362
ro0.3991416309012875
yo0.3794326241134752
it0.37163375224416517
hr0.3613138686131387
cs0.35185185185185186
ca0.34210526315789475
sk0.3333333333333333
is0.33078393881453155
nl0.3157380254154448
tr0.30966469428007887
hu0.29006085192697767
pt0.2842535787321063
es0.2391304347826087
lt0.2366412213740458
lv0.2290748898678414
az0.21524663677130043
et0.20903954802259886
sl0.19540229885057472
ms0.1774383078730905
vi0.15966386554621848
be0.09090909090909091
eu0.09090909090909091
fi0.08256880733944955
uk0.08256880733944955
reliabletrue
passestrue
7
name"Marie"
dialogue"Oui ! Oui, une personne ! Et après... monsieur, après, j'ai entendu un cri. Un cri étouffé, vers la rivière. Je croyais que c'était un renard. Un renard ! Quelle idiote..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8009468474284485
ca0.4843924191750279
it0.480628860190904
es0.4207889793362555
no0.336441893830703
pt0.31379821958456966
de0.3117559523809524
sk0.30188679245283023
da0.299772899318698
ro0.2960426179604262
yo0.28071539657853806
cs0.2762128325508607
et0.26703645007923926
tl0.2504051863857374
nl0.24551386623164762
lv0.20736932305055697
eu0.20532646048109965
hr0.1991341991341991
sl0.1575591985428051
en0.14825046040515655
sq0.14351851851851852
is0.1403345724907063
pl0.13953488372093023
tr0.1290018832391714
fi0.1139846743295019
ms0.08687068114511352
sv0.08596837944664032
vi0.08325074331020813
lt0.07221664994984955
hu0.06376518218623482
az0.059959349593495935
reliabletrue
passestrue
8
name"Hunter"
dialogue"A... what? Renard? Is that an animal? Talk slower. We're gonna do this with our hands, okay? The man. Was he big? This big?"
detectedLang"en"
heavyLang"en"
scores
en0.8055015282022785
tl0.6304118268215418
fr0.5286195286195287
nl0.5091164095371669
yo0.5024875621890548
de0.4931209268645909
pt0.44089456869009586
da0.396551724137931
sv0.3907745865970409
no0.38162544169611307
ro0.3482309124767225
is0.33396764985727884
pl0.3157380254154448
hu0.3069306930693069
ca0.3048659384309831
hr0.3020937188434696
ms0.29929929929929927
es0.29718875502008035
it0.29292929292929293
vi0.29292929292929293
eu0.2907801418439716
fi0.2776057791537668
sq0.27611168562564636
cs0.27461139896373055
sk0.2723492723492723
sl0.23076923076923078
et0.2072480181200453
lv0.20273348519362186
lt0.2009132420091324
tr0.17452830188679244
az0.17257683215130024
reliabletrue
passestrue
9
name"Marie"
dialogue"Grand. Très grand. Avec une casquette foncée et un manteau vert. Il marchait vite, vers le nord. J'ai pris une autre photo, mais il faisait sombre, c'est tout flou... J'aurais dû appeler la police tout de suite, mais je ne parle pas la langue et j'ai eu peur. Pardonnez-moi."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7995238691893246
it0.5397008055235903
ca0.5017128620367487
ro0.5014023060143347
no0.45927678269685707
da0.42672877104980295
es0.42569992821249103
en0.4052044609665427
pt0.4009734181954324
nl0.3902439024390244
sl0.3633107839235973
yo0.3493289955266368
tl0.3442622950819672
de0.34183463595228303
cs0.3311036789297659
lt0.2985532661113547
tr0.2985532661113547
sq0.29422143802382
hr0.2910943730615862
sv0.2783040144339197
hu0.2743764172335601
lv0.26571821936668194
sk0.2589161648911533
et0.25023430178069356
az0.20909540286702916
pl0.19436052366565962
ms0.19151086407276402
fi0.13185024416711882
eu0.13137893593919653
is0.0498812351543943
vi0.0498812351543943
hi0.045915324985092425
reliabletrue
passestrue
10
name"Hunter"
dialogue"Okay, okay. Big guy. Dark cap — how do I... yes! You're getting it. Green coat? Green. And he went... point, ma'am. Point which way."
detectedLang"en"
heavyLang"en"
scores
en0.7980855518994915
tl0.601063829787234
yo0.39570277529095793
pl0.3484555984555985
ca0.34210526315789475
sq0.3330039525691699
hr0.32567432567432564
no0.3105209397344229
da0.3019648397104447
fr0.29467084639498436
it0.29467084639498436
nl0.2894736842105263
ro0.266304347826087
cs0.2606790799561884
pt0.24832962138084633
sv0.24412094064949608
sk0.23208191126279862
fi0.2058823529411765
vi0.2049469964664311
es0.1906474820143885
lv0.18082524271844658
is0.16974169741697415
sl0.15094339622641512
ms0.11879895561357702
de0.10596026490066225
be0.09395973154362416
tr0.09395973154362416
hu0.09029649595687331
az0.08536585365853659
et0.08536585365853659
lt0.08536585365853659
uk0.08536585365853659
reliabletrue
passestrue
11
name"Marie"
dialogue"Par là. Vers la rivière. Vous comprenez ? La rivière !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8289800995024875
it0.629878869448183
es0.5801526717557252
ca0.576271186440678
ro0.4963369963369963
vi0.4670542635658915
nl0.40987124463519314
yo0.39560439560439564
tl0.3888888888888889
lv0.36046511627906974
eu0.33894230769230765
en0.3125
pt0.30730478589420657
da0.25271739130434784
sv0.25271739130434784
lt0.23822714681440443
no0.233983286908078
sq0.22096317280453256
reliabletrue
passestrue
12
name"Hunter"
dialogue"Ma'am, I've gotta run. Don't delete those photos. Don't show them to anyone but me. Stay somewhere public, you understand me? Public."
detectedLang"en"
heavyLang"en"
scores
en0.7900866738894908
tl0.5221948212083847
no0.4836775483011325
fr0.4557584269662921
nl0.413767019667171
da0.4083969465648855
pt0.37900641025641024
sq0.37399030694668817
sv0.3525480367585631
de0.3409863945578231
es0.33873720136518776
ro0.33016421780466726
cs0.3123336291038154
it0.3080357142857143
ca0.27705223880597013
sl0.26817752596789424
pl0.2674858223062382
sk0.26540284360189575
lv0.251207729468599
lt0.24168297455968688
yo0.23343224530168152
et0.23115079365079366
hu0.19855222337125128
fi0.1943866943866944
hr0.1876310272536688
ms0.09778812572759021
hi0.0903755868544601
eu0.08823529411764706
tr0.08823529411764706
is0.08716136631330978
reliabletrue
passestrue
13
name"Marie"
dialogue"Quoi ? Attendez ! Monsieur, attendez ! Je n'ai pas fini — vous ne comprenez pas, il faut—"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8126561199000831
it0.5886654478976234
ca0.571836346336822
nl0.4617224880382775
es0.45520581113801456
en0.40554821664464996
ro0.4039735099337748
sl0.4007989347536618
lt0.3902439024390244
hr0.3869209809264305
tr0.35064935064935066
sq0.34593023255813954
cs0.337260677466863
pt0.3150684931506849
lv0.28457869634340227
de0.2741935483870968
tl0.27184466019417475
yo0.265905383360522
sk0.24369747899159663
eu0.23857868020304565
no0.23857868020304565
az0.20353982300884957
pl0.16820702402957485
fi0.16356877323420074
ms0.15730337078651685
da0.15413533834586465
hu0.15413533834586465
et0.1262135922330097
sv0.1262135922330097
reliabletrue
passestrue
14
name"Hunter"
dialogue"You. Me. Station. Later. Suivez... moi? That's it. That's the whole phrasebook. Damn it, somebody at the office better speak French."
detectedLang"en"
heavyLang"en"
scores
en0.7779369627507163
tl0.6079919069296914
fr0.58994708994709
no0.528588807785888
da0.5028864656831302
nl0.49609882964889473
de0.4677197802197802
sv0.40108191653786707
sq0.38197767145135564
it0.33760683760683763
pt0.33760683760683763
es0.3067978533094812
yo0.30430879712746856
ro0.28107606679035246
ms0.2743445692883895
cs0.22032193158953722
tr0.17465388711395102
fi0.16845493562231761
et0.16576964477933262
sl0.16306695464362853
lv0.16125541125541126
pl0.1520787746170678
sk0.15021929824561403
zh0.0903755868544601
hi0.08930669800235018
lt0.08823529411764706
ca0.07738095238095237
az0.07517899761336516
hr0.07517899761336516
reliabletrue
passestrue
15
name"Marie"
dialogue"Monsieur ! ...La grange. C'était la grange, je le sais... Oh, pourquoi est-ce que personne ne comprend jamais ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8260869565217391
it0.5726495726495726
ro0.5544239338001272
es0.5451591942820013
ca0.5283018867924528
nl0.48109710896960706
pt0.4341147938561034
de0.409282700421941
hr0.409282700421941
sl0.405267629566695
yo0.38811188811188807
lt0.3783303730017762
tl0.3536472760849492
en0.3488372093023256
cs0.3314231136580707
no0.3288590604026846
sk0.325626204238921
sq0.31906614785992216
lv0.2790937178166838
da0.2723492723492723
hu0.2576882290562036
pl0.2391304347826087
ms0.21171171171171171
tr0.18699186991869918
sv0.18032786885245902
fi0.1116751269035533
vi0.10714285714285714
fa0.0967741935483871
is0.08256880733944955
az0.077733860342556
et0.077733860342556
reliabletrue
passestrue