Run: 2026-04-24-01KQ09FBZ5NXPJK2D6PAQM9609

Run Details

Model:
Z.AI GLM 5.1
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
42.5s
Cost:
$0.002582
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 ne comprends pas ce qui s'est passé... C'était tellement effrayant." Hunter: "Excuse me, ma'am? I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about what you saw at the orchard last night." Marie: "L'orchard? Oui, j'étais là-bas. Je prenais des photos du coucher de soleil et puis... j'ai vu quelqu'un. Quelqu'un qui ne devait pas être là. Il traînait près du vieux grenier." Hunter: "I'm sorry, I don't understand a word you're saying. Do you speak any English at all?" Marie: "Non, je suis désolée. Je suis française. Je ne parle pas anglais. Il y avait un homme... grand, avec un manteau sombre. Il portait quelque chose de lourd vers le champ." Hunter: *(sighing)* "This is going to be a long afternoon. Ma'am, I need you to understand that this is important. People have gone missing in this town." Marie: *(gesturing with her camera)* "Regardez! J'ai des photos! Peut-être que ça peut vous aider?" Hunter: "Photos? You have photos? Can I see them?" Marie: *(showing the camera screen)* "Oui, regardez. Cet homme, là. Vous le connaissez?" Hunter: *(studying the image)* "Well, I'll be damned. That's... that's the owner of the orchard. He said he was out of town that night. Ma'am, these photos could be crucial evidence." Marie: "Je ne comprends pas ce que vous dites, mais... je peux vous envoyer les photos? Par courriel?" Hunter: *(pulling out his phone as it rings)* "Hold on. — Hunter here. ...What? ...When? I'm on my way." Marie: "Qu'est-ce qui se passe? Vous devez partir?" Hunter: "Ma'am, I have to go. Don't leave town, alright? We need to talk more about those photos. Stay at your hotel." Marie: "Je ne comprends pas... D'accord, je reste ici." Hunter: "Thank you. I'll find someone who speaks French. Just... stay safe."
created_at"2026-04-24T17:44:19.696Z" 4/24/2026, 5:44:19 PM
model"z-ai/glm-5.1-20260406"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency541
moderation_latency(null)
generation_time42431
tokens_prompt316
tokens_completion693
native_tokens_prompt267
native_tokens_completion673
native_tokens_completion_images(null)
native_tokens_reasoning207
native_tokens_cached64
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"
usage0.00258177
router(null)
provider_responses
0
endpoint_id"e888c44c-6a07-4a9e-bc56-cb26511865ec"
id"chatcmpl-RwEjtkUJQrsynmZYZGhV5AEz"
is_byokfalse
latency165
model_permaslug"z-ai/glm-5.1-20260406"
provider_name"DeepInfra"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777052659-UXTZqjcCoG1ZXOVLXLSZ"
session_id(null)
api_type"completions"
id"gen-1777052659-aaxz9fZSa2xgopnOIvGd"
upstream_id"chatcmpl-RwEjtkUJQrsynmZYZGhV5AEz"
total_cost0.00258177
cache_discount0.000054079
upstream_inference_cost0
provider_name"DeepInfra"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Je ne comprends pas ce qui s'est passé... C'était tellement effrayant."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8137637460092232
ca0.6271306818181819
en0.5205479452054795
it0.520109689213894
nl0.5070422535211268
ro0.49177153920619554
tl0.40340909090909094
hr0.3979357798165138
de0.37648456057007124
sq0.36746987951807225
sl0.3644067796610169
pt0.3613138686131387
cs0.3574051407588739
lt0.35424354243542433
es0.3462017434620174
hu0.3181818181818182
yo0.3009320905459388
no0.29149797570850206
sk0.2837653478854025
tr0.2636746143057504
pl0.23133235724743775
et0.22566371681415928
da0.22106824925816024
ms0.22106824925816024
sv0.21171171171171171
lv0.1640127388535032
fi0.1435562805872757
is0.11016949152542374
az0.10714285714285714
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, ma'am? I'm Detective Hunter with the Alborn Police Department. I need to ask you a few questions about what you saw at the orchard last night."
detectedLang"en"
heavyLang"en"
scores
en0.7933030177759405
tl0.6539792387543253
fr0.5711835334476844
no0.5446265938069217
da0.4910941475826972
it0.48744233726294206
ca0.477533960292581
ro0.4666666666666667
sq0.44506104328523866
nl0.444752915047196
pt0.43630214205186024
cs0.4327850255246738
hr0.3993993993993994
es0.3872549019607844
ms0.3868792152053955
sl0.3698802772526781
yo0.3698802772526781
sv0.36224489795918363
sk0.3564993564993565
de0.3519118600129617
et0.34469200524246396
pl0.34253780407626566
lt0.28825622775800713
hu0.2652461425422484
lv0.25595238095238093
az0.2537313432835821
tr0.21752738654147105
fi0.18166939443535188
eu0.14089347079037798
is0.12126537785588754
vi0.11738746690203002
be0.06542056074766354
uk0.059266227657572904
reliabletrue
passestrue
2
name"Marie"
dialogue"L'orchard? Oui, j'étais là-bas. Je prenais des photos du coucher de soleil et puis... j'ai vu quelqu'un. Quelqu'un qui ne devait pas être là. Il traînait près du vieux grenier."
detectedLang"fr"
heavyLang"fr"
scores
fr0.807758031442242
ca0.5241116751269036
de0.44553967471660916
it0.41222570532915365
nl0.40570522979397783
pt0.3515850144092219
no0.34554973821989526
lt0.3428738317757009
da0.2920075519194462
tr0.2870722433460076
sv0.2593811718235681
sl0.2584047462096243
en0.25447316103379725
lv0.24949966644429622
hr0.24445936870382806
yo0.23469387755102045
ro0.2331288343558282
es0.2214532871972318
tl0.22091412742382271
cs0.21438547486033518
sq0.21107994389901824
vi0.18537291817523532
ms0.18002915451895046
sk0.16666666666666666
eu0.15856394913986538
hu0.13726993865030676
az0.13660782808902533
et0.12246489859594385
pl0.07483552631578948
fi0.07254740313272877
hi0.06405990016638935
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry, I don't understand a word you're saying. Do you speak any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8126171143035602
tl0.585348997926745
no0.5804195804195804
da0.5584988962472406
sv0.4809688581314879
cs0.469964664310954
pl0.4296577946768061
hr0.42473633748801537
sk0.41348973607038125
it0.40711462450592883
ca0.4041708043694141
de0.402390438247012
pt0.39759036144578314
sq0.3969849246231156
ro0.38461538461538464
yo0.3212669683257918
nl0.29245283018867924
tr0.29161747343565525
vi0.2890995260663507
hu0.2709599027946537
et0.2628992628992629
is0.26108374384236455
sl0.25925925925925924
lt0.19463087248322147
ms0.1836734693877551
az0.18144611186903137
lv0.18144611186903137
es0.18032786885245902
fr0.16317991631799164
be0.1044776119402985
eu0.1044776119402985
fi0.09502262443438914
uk0.09502262443438914
reliabletrue
passestrue
4
name"Marie"
dialogue"Non, je suis désolée. Je suis française. Je ne parle pas anglais. Il y avait un homme... grand, avec un manteau sombre. Il portait quelque chose de lourd vers le champ."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8135984377773833
it0.5981630309988519
ca0.545257687310524
es0.5278776978417267
ro0.5134383688600556
en0.5075046904315197
sl0.44561774023231254
pt0.44
nl0.42716857610474634
yo0.42528735632183906
sq0.3823529411764706
de0.37722419928825623
lv0.3746277546158428
no0.36286407766990286
cs0.34782608695652173
hr0.3453865336658354
da0.34210526315789475
lt0.3400377121307354
tr0.336283185840708
sv0.3286445012787723
sk0.3137254901960784
hu0.31237721021611
pl0.30921052631578944
tl0.3064729194187582
et0.2953020134228188
az0.2605633802816902
ms0.23802612481857763
eu0.18414918414918416
fi0.13651315789473684
vi0.08536585365853659
is0.053201082055906214
reliabletrue
passestrue
5
name"Hunter"
dialogue"This is going to be a long afternoon. Ma'am, I need you to understand that this is important. People have gone missing in this town."
detectedLang"en"
heavyLang"en"
scores
en0.8189675309507124
tl0.6407046824292999
da0.5948771562990068
no0.54518779342723
nl0.5110410094637224
ro0.4816053511705686
sv0.46808510638297873
yo0.46030640668523676
it0.45499296765119546
ca0.45384073291050037
fr0.4267751479289941
cs0.40613026819923376
pl0.4052187260168841
sk0.39167974882260603
hu0.3892828999211978
de0.38197767145135564
pt0.38148443735035914
is0.3704305442729488
lt0.35791217895608946
es0.3432203389830509
hr0.3213660245183888
sl0.3201754385964912
et0.2986425339366516
az0.2667928098391675
sq0.2604961832061069
lv0.2475728155339806
ms0.24242424242424243
vi0.23038728897715988
tr0.22654690618762477
fi0.15393013100436684
be0.08284023668639054
eu0.08284023668639054
uk0.07517899761336516
reliabletrue
passestrue
6
name"Marie"
dialogue"Regardez! J'ai des photos! Peut-être que ça peut vous aider?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8233631653320772
ca0.5465538089480049
es0.4710860366713681
en0.46351931330472107
de0.438622754491018
pt0.40191387559808617
nl0.3980738362760835
tl0.3697478991596639
ro0.27606177606177607
da0.17943107221006563
no0.17943107221006563
lt0.1758241758241758
hi0.17035398230088497
sv0.17035398230088497
it0.1648106904231626
lv0.1591928251121076
az0.15540540540540537
tr0.15540540540540537
reliabletrue
passestrue
7
name"Hunter"
dialogue"Photos? You have photos? Can I see them?"
detectedLang"en"
heavyLang"en"
scores
en0.8306519898391194
ca0.588477366255144
da0.588477366255144
et0.5381062355658198
tl0.5348837209302325
cs0.47780678851174935
fr0.47643979057591623
tr0.42363112391930835
no0.42028985507246375
lt0.41690962099125367
az0.4117647058823529
hr0.41002949852507375
sv0.40828402366863903
lv0.40119760479041916
sq0.40119760479041916
pl0.38650306748466257
it0.36507936507936506
ro0.3103448275862069
yo0.30313588850174217
es0.2857142857142857
pt0.2857142857142857
hi0.2779783393501805
sk0.2647058823529412
de0.26199261992619927
nl0.26199261992619927
be0.25925925925925924
hu0.250936329588015
is0.23954372623574144
uk0.23954372623574144
vi0.23954372623574144
reliabletrue
passestrue
8
name"Marie"
dialogue"Oui, regardez. Cet homme, là. Vous le connaissez?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8154457694491767
it0.47580645161290325
yo0.3925233644859813
es0.3725868725868726
ro0.36647173489278756
en0.3564356435643564
fi0.3538767395626242
et0.344758064516129
vi0.3257261410788381
ca0.3157894736842105
sl0.2647058823529412
da0.25287356321839083
nl0.23529411764705882
hu0.2316784869976359
no0.22248803827751198
zh0.18952618453865336
tl0.18546365914786966
reliabletrue
passestrue
9
name"Hunter"
dialogue"Well, I'll be damned. That's... that's the owner of the orchard. He said he was out of town that night. Ma'am, these photos could be crucial evidence."
detectedLang"en"
heavyLang"en"
scores
en0.8072125198457699
tl0.5732931726907631
fr0.4794856093080221
yo0.4370860927152318
nl0.42333785617367703
es0.3722304283604136
de0.3651979088872293
sq0.3264659270998415
no0.32270916334661354
pt0.31945556445156126
ca0.28148774302620455
it0.22656960873521384
ro0.21875
da0.2048643592142189
lv0.20112781954887218
lt0.18426103646833014
cs0.1550695825049702
hu0.12099276111685627
et0.11642411642411642
fi0.09670563230605739
is0.09478168264110756
ms0.08405172413793104
sv0.08405172413793104
hi0.08306364617044228
sl0.08108108108108109
sk0.07809110629067245
tr0.07306434023991276
reliabletrue
passestrue
10
name"Marie"
dialogue"Je ne comprends pas ce que vous dites, mais... je peux vous envoyer les photos? Par courriel?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8196129878648737
ca0.6288798920377867
pt0.5726495726495726
es0.5382031905961376
en0.5102404274265361
lt0.4444444444444444
ro0.439918533604888
tl0.4270833333333333
nl0.40796555435952636
it0.4028230184581976
lv0.3742889647326508
sl0.35370152761457113
de0.3529411764705882
hr0.3405275779376499
sq0.30203045685279184
ms0.298469387755102
cs0.2939666238767651
yo0.2286115007012623
sk0.20863309352517986
tr0.14596273291925466
da0.14463452566096424
no0.14463452566096424
sv0.14463452566096424
pl0.1419656786271451
fi0.13793103448275862
hu0.12974683544303797
hi0.12280701754385964
et0.11575562700964631
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hold on. — Hunter here. ...What? ...When? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8278236914600552
tl0.47589098532494756
da0.4369369369369369
fr0.419953596287703
pl0.4131455399061033
cs0.39172749391727496
sk0.39172749391727496
sq0.38875305623471884
ca0.3872549019607844
et0.3811881188118812
fi0.375
de0.26035502958579887
hr0.26035502958579887
hi0.251497005988024
no0.2378048780487805
yo0.23076923076923078
sv0.21875
it0.20127795527156547
nl0.20127795527156547
pt0.20127795527156547
ms0.19093851132686085
ro0.19093851132686085
sl0.19093851132686085
tr0.19093851132686085
reliabletrue
passestrue
12
name"Marie"
dialogue"Qu'est-ce qui se passe? Vous devez partir?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8270893371757926
pt0.6681415929203539
ca0.6610169491525424
it0.6523754345307069
ro0.5973154362416108
da0.53198127925117
es0.5153473344103393
sv0.5073891625615764
no0.5024875621890548
hr0.4854202401372213
en0.4845360824742268
sl0.4845360824742268
de0.453551912568306
et0.43396226415094336
nl0.42196531791907516
cs0.39879759519038077
sq0.38016528925619836
yo0.3562231759656652
tl0.33920704845814975
is0.3197278911564626
ms0.3103448275862069
fi0.2537313432835821
az0.21052631578947367
eu0.21052631578947367
lt0.2
lv0.1935483870967742
pl0.1891891891891892
tr0.18256130790190736
hu0.17355371900826447
sk0.17355371900826447
reliabletrue
passestrue
13
name"Hunter"
dialogue"Ma'am, I have to go. Don't leave town, alright? We need to talk more about those photos. Stay at your hotel."
detectedLang"en"
heavyLang"en"
scores
en0.8090561920349153
tl0.5611285266457681
da0.5231607629427792
no0.43593875906527
pl0.40273037542662116
hr0.3613138686131387
yo0.3488372093023256
fr0.3445692883895131
sl0.33078393881453155
nl0.32038834951456313
cs0.2964824120603015
de0.29006085192697767
ca0.2768595041322314
sk0.27611168562564636
et0.27159209157127995
lv0.2677824267782427
lt0.2608236536430834
sq0.2505353319057816
es0.2299229922992299
pt0.2299229922992299
ms0.22822491730981256
sv0.22308546059933407
it0.20903954802259886
ro0.17550058892815076
hi0.0990990990990991
be0.09090909090909091
tr0.09090909090909091
hu0.08735332464146023
az0.08256880733944955
is0.08256880733944955
uk0.08256880733944955
vi0.08256880733944955
fi0.077733860342556
reliabletrue
passestrue
14
name"Marie"
dialogue"Je ne comprends pas... D'accord, je reste ici."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8032786885245902
it0.6993987975951904
ca0.672846237731734
nl0.6314496314496314
ro0.6078431372549019
sl0.5873452544704264
lt0.5798319327731093
es0.5774647887323944
hr0.5738636363636364
en0.5502248875562219
tl0.5073891625615764
sq0.49748743718592964
cs0.49324324324324326
de0.4854202401372213
pt0.4854202401372213
sk0.4263862332695985
no0.35205183585313177
yo0.35205183585313177
lv0.35064935064935066
da0.3464052287581699
tr0.33774834437086093
ms0.3227990970654628
et0.31662870159453305
eu0.26108374384236455
pl0.23273657289002556
fi0.22680412371134018
hu0.21465968586387435
sv0.17355371900826447
az0.16434540389972147
reliabletrue
passestrue
15
name"Hunter"
dialogue"Thank you. I'll find someone who speaks French. Just... stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.8075936377629553
tl0.4257274119448699
et0.39123376623376627
es0.3194192377495462
pt0.3131868131868132
vi0.27884615384615385
sv0.21383647798742136
da0.21052631578947367
cs0.17218543046357618
ca0.17035398230088497
it0.17035398230088497
reliabletrue
passestrue