Run: 2026-04-24-01KQ08911D980PZCXQYM99PP89

Run Details

Model:
Z.AI GLM 5.1
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
28.9s
Cost:
$0.005513
Provider:
Venice

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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
Isabella: "Queste foto... non riesco a credere a quello che ho visto. Era così strano, così..." *trails off, staring at the camera screen* Hunter: "Excuse me, ma'am? I'm Detective Hunter with the Alborn Police Department. I'd like to ask you a few questions about what happened at the orchard two nights ago." Isabella: *looks up, startled* "L'orto? Io... io ero lì per fare fotografie. Solo fotografie. Del paesaggio, sa? Le mele, il tramonto..." *gestures vaguely with her camera* "Poi... poi ho visto qualcosa. Qualcosa di terribile." Hunter: *furrows brow* "I'm sorry, I don't understand a word you're saying. Do you speak any English at all?" Isabella: "Inglese? No, no. Mi dispiace. Io sono qui per studiare, vengo dall'Italia. Non parlo inglese." *shakes head apologetically* "Ma devo dirle... quella notte, ho visto quell'uomo. Scomparso. Andato. Come fumo." Hunter: "Ma'am, I really need you to— wait." *pulls out phone, opens translation app* "Can you speak slowly? I'll try to—" Isabella: *voice trembling* "L'uomo... è sparito. *Sparito!* C'era la nebbia, e poi più niente. Ho le foto, ma... ma sono sfocate, spaventose. Qualcosa non va in questo paese. Qualcosa di molto sbagliato." Hunter: *staring at phone screen, reading halting translation* "Man... disappeared? Fog? Photos?" *looks at her camera* "You have photos of that night?" Isabella: "Sì, sì! Foto!" *eagerly turns camera toward him, scrolling through images* "Vede? Qui. Questa figura strana nella nebbia. E qui... il punto dove l'uomo era prima. Adesso c'è solo... niente. Vuoto." Hunter: *studying the screen, jaw tightening* "I can't read the timestamps, but... these could be important evidence. Ma'am, I need—" *phone rings abruptly* Hunter: *answers* "Hunter. ... What? ... When? ... I'll be right there." *hangs up, turns back to Isabella* "I have to go. Don't leave town. And don't— just keep that camera safe, understood?" Isabella: *confused, clutching camera to her chest* "Andare? Ma... ma le foto! Le deve vedere! C'è qualcosa in quelle immagini, qualcosa che non dovrebbe esistere! Non capisce?" Hunter: *backing away, holding up a hand* "I'll find someone who can translate. Stay at your dorm. Don't talk to anyone about this." *turns and jogs toward his car* Isabella: *calling after him, voice shaking* "Aspetti! Per favore! Non mi lasci sola con questa paura... qualcosa mi persegue da quella notte. *Qualcosa* sa che ho visto!" Hunter: *pauses briefly, glances back with a troubled expression, then gets in his car and drives off* Isabella: *whispering to herself, wiping away a tear* "Nessuno mi crede. Nessuno capisce. Ma so cosa ho visto... e ora anche lui lo sa."
created_at"2026-04-24T17:23:23.319Z" 4/24/2026, 5:23:23 PM
model"z-ai/glm-5.1-20260406"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency615
moderation_latency(null)
generation_time28738
tokens_prompt321
tokens_completion912
native_tokens_prompt268
native_tokens_completion917
native_tokens_completion_images(null)
native_tokens_reasoning208
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"
usage0.0055125
router(null)
provider_responses
0
endpoint_id"4abfbfd2-a5df-48b4-acb7-f627d651169d"
id"eef3248262ae4a17bb8a4ceec049cce1"
is_byokfalse
latency615
model_permaslug"z-ai/glm-5.1-20260406"
provider_name"Venice"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777051403-t5Z5VpwpqRQ84AmXFV8C"
session_id(null)
api_type"completions"
id"gen-1777051403-6DOBSt2A5SpuJn7cH6bP"
upstream_id"eef3248262ae4a17bb8a4ceec049cce1"
total_cost0.0055125
cache_discount(null)
upstream_inference_cost0
provider_name"Venice"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Isabella"
dialogue"Queste foto... non riesco a credere a quello che ho visto. Era così strano, così..."
detectedLang"it"
heavyLang"it"
scores
it0.8230714791224345
es0.6072270227808326
pt0.5967741935483871
ro0.5777027027027027
no0.54995499549955
fr0.5370370370370371
en0.5265151515151516
sk0.52561669829222
de0.5159728944820909
ca0.5004995004995005
sl0.49849548645937813
da0.4908350305498982
hr0.44933920704845814
nl0.44567627494456763
cs0.4318181818181818
eu0.41245593419506466
lt0.37810945273631835
ms0.3734335839598998
tl0.358974358974359
lv0.3548387096774194
et0.3429697766097241
pl0.3297587131367293
fi0.32795698924731176
is0.299719887955182
tr0.29577464788732394
hu0.2378048780487805
sv0.2125984251968504
sq0.20760697305863707
az0.20508744038155804
yo0.19224555735056545
vi0.12280701754385964
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, ma'am? I'm Detective Hunter with the Alborn Police Department. I'd like to ask you a few questions about what happened at the orchard two nights ago."
detectedLang"en"
heavyLang"en"
scores
en0.7943764345830145
tl0.6419053964023984
fr0.539219888555508
no0.5062011943040882
it0.4374672946101517
ro0.42204301075268813
ca0.4192328471096704
pt0.4186046511627907
da0.4116037219485495
nl0.40244580322401335
sq0.3832472748135399
cs0.37968840161569534
es0.37024018746338605
sl0.35318892900120336
ms0.33063511830635123
hr0.32854465958775764
sk0.3095696852922286
de0.30375647668393785
sv0.2857142857142857
yo0.2838107928047968
pl0.2687074829931973
lt0.24135497529992944
hu0.2147552958363769
lv0.20722713864306785
az0.20488165680473372
et0.18683812405446293
fi0.17116422513492677
tr0.16212003117692905
eu0.13236481033091202
is0.06521739130434782
vi0.061135371179039305
reliabletrue
passestrue
2
name"Isabella"
dialogue"Poi... poi ho visto qualcosa. Qualcosa di terribile."
detectedLang"it"
heavyLang"it"
scores
it0.8113854595336076
ca0.5845921450151057
pt0.564873417721519
es0.5564516129032259
no0.4821092278719397
fr0.4701348747591522
en0.4575936883629191
de0.4455645161290322
sk0.39956331877729256
tl0.39293598233995586
ms0.3735763097949886
sl0.3707093821510297
fi0.3483412322274882
da0.32926829268292684
yo0.32432432432432434
cs0.27821522309711283
vi0.260752688172043
ro0.25474254742547425
lt0.24242424242424243
hr0.21203438395415475
is0.207492795389049
lv0.207492795389049
sq0.20289855072463767
nl0.19590643274853803
az0.1863905325443787
et0.1863905325443787
hu0.1863905325443787
sv0.1863905325443787
pl0.17664670658682635
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"Isabella"
dialogue"Ma devo dirle... quella notte, ho visto quell'uomo. Scomparso. Andato. Come fumo."
detectedLang"it"
heavyLang"it"
scores
it0.7620180866254165
es0.4547437295528899
ca0.43630214205186024
pt0.41588785046728977
tl0.4131455399061033
no0.3498049414824447
fr0.3464052287581699
sk0.3464052287581699
fi0.3045897079276773
et0.26793557833089315
da0.2401215805471125
lt0.23430321592649314
sq0.22839506172839508
en0.1935483870967742
pl0.17627677100494232
cs0.1749174917491749
sv0.16805324459234608
sl0.14965986394557826
hu0.14089347079037798
de0.13494809688581316
ro0.13494809688581316
vi0.13494809688581316
yo0.13494809688581316
nl0.13194444444444445
is0.12587412587412586
lv0.12587412587412586
ms0.11504424778761062
reliabletrue
passestrue
5
name"Hunter"
dialogue"Can you speak slowly? I'll try to—"
detectedLang"en"
heavyLang"en"
scores
en0.7899159663865546
tl0.5417515274949084
cs0.48156682027649766
yo0.3784530386740331
pl0.375
sk0.3697478991596639
lv0.3515850144092219
sl0.34971098265895956
hr0.3401759530791789
no0.3263473053892215
da0.3161094224924012
lt0.3161094224924012
nl0.30769230769230765
az0.2549668874172185
ca0.2549668874172185
tr0.2549668874172185
reliabletrue
passestrue
6
name"Isabella"
dialogue"L'uomo... è sparito. Sparito! C'era la nebbia, e poi più niente. Ho le foto, ma... ma sono sfocate, spaventose. Qualcosa non va in questo paese. Qualcosa di molto sbagliato."
detectedLang"it"
heavyLang"it"
scores
it0.8197009674582234
ro0.5234774523477452
fr0.5088643986583612
es0.4973025993133889
ca0.448034464189553
tl0.43276148312119533
pt0.4302390216787104
yo0.427054220234768
en0.42057659694742794
no0.3601747815230961
de0.33311646063760575
sl0.33311646063760575
lt0.3256578947368421
nl0.30272108843537415
sk0.29890560875512995
sq0.2694226657163222
da0.26785714285714285
pl0.24687729610580456
cs0.23507462686567165
ms0.2287434161023326
vi0.2017133956386293
hu0.20046801872074882
sv0.194815396700707
hr0.18065547561950437
et0.17802726543704894
eu0.13865546218487396
az0.12542662116040956
is0.12393162393162394
lv0.10947002606429192
tr0.0639269406392694
fi0.057904411764705885
reliabletrue
passestrue
7
name"Hunter"
dialogue"You have photos of that night?"
detectedLang"en"
heavyLang"en"
scores
en0.8423955870764381
tl0.7416020671834626
fr0.5614035087719298
de0.5327102803738317
da0.5249406175771971
nl0.49622166246851385
yo0.48320413436692505
no0.45652173913043476
is0.3079584775086505
es0.2857142857142857
lt0.2857142857142857
pt0.2857142857142857
cs0.2805755395683453
hi0.2779783393501805
ca0.26199261992619927
lv0.26199261992619927
reliabletrue
passestrue
8
name"Isabella"
dialogue"Vede? Qui. Questa figura strana nella nebbia. E qui... il punto dove l'uomo era prima. Adesso c'è solo... niente. Vuoto."
detectedLang"it"
heavyLang"it"
scores
it0.8077416047167393
pt0.601063829787234
es0.5989304812834225
ro0.5803021824286514
ca0.5506291192330737
fr0.4827586206896552
sq0.46619217081850534
fi0.4113029827315541
hr0.402390438247012
en0.37810945273631835
ms0.3595217762596072
tl0.358974358974359
nl0.34268185801928136
sl0.3415276558384548
sk0.3321460373998219
de0.32003626473254765
no0.32003626473254765
da0.3112947658402204
tr0.3112947658402204
sv0.29044465468306524
az0.28842504743833014
cs0.2795389048991354
et0.2781520692974013
eu0.25521350546176763
is0.21793534932221062
lv0.21383647798742136
lt0.20802534318901794
pl0.1758241758241758
yo0.13194444444444445
hu0.09310761789600969
reliabletrue
passestrue
9
name"Hunter"
dialogue"I can't read the timestamps, but... these could be important evidence. Ma'am, I need—"
detectedLang"en"
heavyLang"en"
scores
en0.7993719469644103
fr0.6006944444444444
ca0.5429252782193958
tl0.5317589576547231
no0.510221465076661
it0.4964973730297723
da0.43792766373411535
sq0.43682664054848186
ro0.4318181818181818
es0.42326980942828485
pt0.41742654508611954
yo0.39217758985200846
cs0.36323366555924697
lt0.35247747747747743
nl0.33449074074074076
et0.3321718931475029
sv0.3298368298368299
tr0.27398989898989895
hr0.26376440460947503
lv0.26376440460947503
pl0.25902061855670105
hu0.24242424242424243
sk0.20027816411682894
ms0.11944869831546708
sl0.11538461538461538
be0.10852713178294573
de0.1043613707165109
fi0.1043613707165109
az0.0987460815047022
is0.0987460815047022
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue
10
name"Hunter"
dialogue"I have to go. Don't leave town. And don't— just keep that camera safe, understood?"
detectedLang"en"
heavyLang"en"
scores
en0.8209574067093856
da0.5552434456928839
tl0.5552434456928839
sv0.5287698412698413
no0.4930629669156884
pl0.4848156182212581
yo0.4571428571428572
cs0.4025157232704403
ca0.40025252525252525
sk0.3815104166666667
it0.3649732620320856
hr0.3493150684931507
ro0.343015214384509
lv0.2803030303030303
de0.2601246105919003
lt0.2601246105919003
et0.2578125
nl0.25196850393700787
sq0.22003284072249588
sl0.2030201342281879
es0.17247386759581881
fr0.13793103448275862
ms0.1316270566727605
be0.12844036697247707
tr0.12844036697247707
hu0.12361623616236161
az0.1171003717472119
is0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
11
name"Isabella"
dialogue"Andare? Ma... ma le foto! Le deve vedere! C'è qualcosa in quelle immagini, qualcosa che non dovrebbe esistere! Non capisce?"
detectedLang"it"
heavyLang"it"
scores
it0.8269896193771626
ro0.5920745920745921
fr0.5254237288135593
de0.5189003436426117
en0.44620253164556967
no0.4350282485875706
sl0.42528735632183906
nl0.41666666666666663
pt0.40323955669224215
da0.3955094991364421
tl0.3733213965980305
tr0.3630573248407643
es0.3314231136580707
et0.3314231136580707
ca0.3170731707317073
ms0.31170108161258603
sv0.30417495029821073
yo0.29149797570850206
fi0.2813141683778234
pl0.26624737945492666
sk0.2647058823529412
hu0.2608236536430834
eu0.19261822376009227
hr0.1850989522700815
cs0.1764705882352941
lt0.16765755053507728
is0.10941475826972011
az0.10714285714285714
vi0.10025706940874037
sq0.08496732026143791
lv0.08256880733944955
reliabletrue
passestrue
12
name"Hunter"
dialogue"I'll find someone who can translate. Stay at your dorm. Don't talk to anyone about this."
detectedLang"en"
heavyLang"en"
scores
en0.8170326014637392
tl0.5907738095238095
da0.4455645161290322
no0.4216614090431125
hr0.3159203980099502
pl0.271523178807947
sk0.26174496644295303
cs0.25675675675675674
lv0.2557510148849797
sl0.24657534246575344
lt0.23717059639389734
ro0.2329149232914923
pt0.2231638418079096
es0.2198581560283688
ca0.21652421652421652
tr0.20289855072463767
it0.2005813953488372
ms0.19941775836972345
yo0.19941775836972345
az0.19825072886297376
vi0.13793103448275862
fr0.12698412698412698
sq0.11575562700964631
de0.1085899513776337
eu0.1085899513776337
nl0.10277324632952692
et0.09688013136288999
sv0.09688013136288999
reliabletrue
passestrue
13
name"Isabella"
dialogue"Aspetti! Per favore! Non mi lasci sola con questa paura... qualcosa mi persegue da quella notte. Qualcosa sa che ho visto!"
detectedLang"it"
heavyLang"it"
scores
it0.8142377756471717
ca0.5758073344280241
es0.5741758241758241
pt0.562887760857304
fr0.5367603108188882
no0.4836775483011325
sk0.44879089615931717
ro0.4359534206695779
en0.4314013206162876
hr0.40476190476190477
sl0.4015444015444015
sv0.39167974882260603
sq0.38492063492063494
tl0.3647540983606557
fi0.34543918918918914
de0.33986371379897784
da0.33476394849785407
ms0.29800724637681164
tr0.2902930402930403
nl0.2837338262476894
is0.2702448210922787
lt0.26400759734093066
cs0.24168297455968688
et0.22577422577422576
lv0.21953675730110775
eu0.21399594320486817
pl0.2051282051282051
vi0.2002063983488132
az0.17553191489361702
yo0.17377398720682302
hu0.1603466955579632
reliabletrue
passestrue
14
name"Hunter"
dialogue"pauses briefly, glances back with a troubled expression, then gets in his car and drives off"
detectedLang"en"
heavyLang"en"
scores
en0.7962648556876061
fr0.609375
tl0.5870612525808672
de0.4713656387665198
ca0.4685562444641275
sv0.4594594594594595
da0.4291151284490961
nl0.3951612903225807
pt0.3871297242083759
no0.38335046248715315
ro0.3697478991596639
it0.3684210526315789
pl0.35135135135135137
lv0.33920704845814975
es0.33847850055126794
yo0.33774834437086093
et0.297423887587822
sl0.2890995260663507
az0.2727272727272727
ms0.2647058823529412
sk0.250936329588015
fi0.2490613266583229
sq0.20844327176781002
hu0.20634920634920634
cs0.18032786885245902
hr0.15730337078651685
lt0.12023460410557184
tr0.1137370753323486
is0.1111111111111111
eu0.1044776119402985
vi0.1044776119402985
reliabletrue
passestrue
15
name"Isabella"
dialogue"Nessuno mi crede. Nessuno capisce. Ma so cosa ho visto... e ora anche lui lo sa."
detectedLang"it"
heavyLang"it"
scores
it0.8033818324813213
ro0.667332002661344
pt0.5784148397976391
fr0.5633187772925764
es0.5625546806649169
sk0.5487364620938628
tl0.5305164319248826
ca0.5206136145733461
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lv0.2125984251968504
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reliabletrue
passestrue