Run: 2026-04-24-01KQ03HBJTKKHXCS637G6TYHV2

Run Details

Model:
Z.AI GLM 4.5 Air
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
1m 5s
Cost:
$0.001254
Provider:
SiliconFlow

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: "Mi dispiace, non parlo inglese. Ma ho visto qualcosa di strano ieri nella foresta vicino alla festa della mela." Hunter: "Do you speak any English? I'm investigating some disappearances. Have you noticed anything unusual?" Isabella: "Italiana solo. Guardo le foto." (Translation: "Only Italian. Looking at photos.") Hunter: "I see your camera. I'm Detective Hunter. People have gone missing. Have you seen anything?" Isabella: (Points to her camera, scrolls through photos, stops on one showing a figure in woods) "C'era un uomo lì. Stava guardando la festa. Poi... è sparito." (Translation: "There was a man there. He was watching the festival. Then... he disappeared.") Hunter: "This man? When was this?" Isabella: "Ieri. Stamattina ho sentito dire che una persona è scomparsa. Paura." (Translation: "Yesterday. This morning I heard someone has disappeared. Fear.") Hunter: "Can I see that photo?" Isabella: (Hands camera to Hunter) "Prendi una foto, per favore. Non toccare altre foto." Hunter: "Thanks. I'll take a picture of this. Did you get a good look at the man?" Isabella: "No. Lontano. Ma... c'era qualcosa di strano nei suoi occhi." (Translation: "No. Far away. But... there was something strange about his eyes.") Hunter: (Phone rings) "Excuse me." (Answers phone) "Hunter... What? You're sure? I'll be right there." (Hangs up) "I have to go. Can you come to the police station tomorrow morning? Bring your camera?" Isabella: "Sì. Domani mattina." (Translation: "Yes. Tomorrow morning.") Hunter: "Thank you. For what you've told me. Be careful." (Leaves quickly)
created_at"2026-04-24T16:00:34.327Z" 4/24/2026, 4:00:34 PM
model"z-ai/glm-4.5-air"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency4166
moderation_latency(null)
generation_time63282
tokens_prompt321
tokens_completion1611
native_tokens_prompt269
native_tokens_completion1414
native_tokens_completion_images(null)
native_tokens_reasoning996
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"
usage0.0012537
router(null)
provider_responses
0
endpoint_id"f7dc79ca-bbbd-41a1-8eef-616d981ff1cb"
id"019dc038c5e7b7e1cdd2a7cfe7b6ee2c"
is_byokfalse
latency4156
model_permaslug"z-ai/glm-4.5-air"
provider_name"SiliconFlow"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777046434-8GiFgQnnW04sVOKpNbAM"
session_id(null)
api_type"completions"
id"gen-1777046434-SxFSg2VPtWVoetzXTbx2"
upstream_id"019dc038c5e7b7e1cdd2a7cfe7b6ee2c"
total_cost0.0012537
cache_discount(null)
upstream_inference_cost0
provider_name"SiliconFlow"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Isabella"
dialogue"Mi dispiace, non parlo inglese. Ma ho visto qualcosa di strano ieri nella foresta vicino alla festa della mela."
detectedLang"it"
heavyLang"it"
scores
it0.8093058733790999
es0.5765104460756635
ca0.5247148288973384
sk0.5186136071887034
pt0.4769874476987448
ro0.471830985915493
fr0.46120689655172414
no0.42660550458715596
en0.4261667941851569
sl0.4257274119448699
et0.419953596287703
tl0.4099134539732494
sv0.39222042139384117
ms0.3877551020408163
cs0.3832236842105263
hr0.38271604938271603
yo0.3578767123287671
is0.35008665511265163
sq0.34895833333333337
pl0.3438320209973753
da0.3368700265251989
de0.32614555256064687
lt0.31569343065693434
lv0.3087557603686636
fi0.30037313432835816
hu0.2378048780487805
nl0.20969441517386725
tr0.20212765957446807
az0.20042643923240938
vi0.1891891891891892
eu0.1039426523297491
reliabletrue
passestrue
1
name"Hunter"
dialogue"Do you speak any English? I'm investigating some disappearances. Have you noticed anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.799568300955905
pt0.5412844036697247
tl0.5123780945236309
fr0.48124501197126895
ms0.4242692648361382
ca0.39870490286771504
es0.38330170777988615
hr0.37858508604206503
it0.37679769894535
ro0.36954413191076624
da0.34673366834170855
sk0.3460764587525151
cs0.3440968718466196
nl0.3414387031408308
sq0.34010152284263956
no0.30406852248394006
de0.2995689655172413
sv0.29653679653679654
lv0.28806133625410735
sl0.27455357142857145
et0.2647058823529412
pl0.18032786885245902
is0.1751269035532995
lt0.16237113402061853
az0.15364583333333331
vi0.14586070959264125
yo0.10714285714285714
fi0.08321579689703808
reliabletrue
passestrue
2
name"Isabella"
dialogue"Italiana solo. Guardo le foto."
detectedLang"it"
heavyLang"it"
scores
it0.8067632850241546
es0.776536312849162
pt0.691358024691358
ro0.6183206106870229
ca0.5901639344262295
yo0.5708154506437768
sl0.5689655172413793
fr0.5359628770301624
sq0.5348837209302325
en0.5215311004784688
tl0.441340782122905
sk0.42196531791907516
no0.42028985507246375
pl0.41690962099125367
lt0.4065281899109792
da0.39209726443769
de0.38650306748466257
nl0.38650306748466257
cs0.3710691823899371
hr0.3710691823899371
hu0.3288590604026846
lv0.23954372623574144
az0.2277992277992278
et0.2277992277992278
fi0.2277992277992278
ms0.2277992277992278
sv0.2277992277992278
tr0.2277992277992278
reliabletrue
passestrue
3
name"Hunter"
dialogue"I see your camera. I'm Detective Hunter. People have gone missing. Have you seen anything?"
detectedLang"en"
heavyLang"en"
scores
en0.8120300751879699
tl0.6188496188496189
da0.5179666958808063
it0.5106761565836299
ro0.5040577096483319
ca0.5004541326067212
sv0.4516450648055832
fr0.42886812045690553
ms0.41921858500527986
nl0.41921858500527986
no0.4123931623931624
sq0.4123931623931624
de0.3648960739030023
et0.3514150943396226
pt0.3514150943396226
es0.3349455864570738
cs0.3167701863354037
is0.28104575163398693
hr0.2724867724867725
tr0.18998527245949925
az0.1887905604719764
pl0.1863905325443787
sl0.1863905325443787
yo0.13657770800627944
fi0.12420382165605094
sk0.11575562700964631
be0.11290322580645161
hu0.1085899513776337
lt0.10277324632952692
lv0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
4
name"Isabella"
dialogue"C'era un uomo lì. Stava guardando la festa. Poi... è sparito."
detectedLang"it"
heavyLang"it"
scores
it0.8144914884329988
es0.6458333333333333
ca0.6389124893797791
pt0.5754245754245755
ro0.5483528161530287
no0.5334796926454446
tl0.5153933865450399
fr0.46941323345817726
lv0.46608040201005024
yo0.44152431011826543
hr0.4348404255319149
cs0.41780821917808225
sk0.4162087912087912
sl0.4129834254143646
en0.3338557993730407
lt0.32965299684542587
sv0.3285939968404423
fi0.32324840764331214
is0.2647058823529412
da0.25438596491228066
sq0.25438596491228066
et0.2517605633802817
de0.247787610619469
ms0.22018348623853207
vi0.1650294695481336
pl0.1290983606557377
az0.121900826446281
nl0.121900826446281
reliabletrue
passestrue
5
name"Hunter"
dialogue"This man? When was this?"
detectedLang"en"
heavyLang"en"
scores
en0.8498498498498499
de0.7014925373134329
nl0.7005988023952096
tl0.6632996632996633
da0.5633187772925764
sv0.5594713656387665
lv0.5192307692307693
lt0.4845360824742268
no0.4845360824742268
yo0.46524064171123
reliabletrue
passestrue
6
name"Isabella"
dialogue"Ieri. Stamattina ho sentito dire che una persona è scomparsa. Paura."
detectedLang"it"
heavyLang"it"
scores
it0.8091603053435115
ca0.6021220159151194
es0.5145631067961165
ro0.4897959183673469
no0.4755244755244755
ms0.42233632862644416
sq0.3894165535956581
fr0.3784530386740331
az0.3775933609958506
sk0.337260677466863
cs0.336283185840708
tl0.3353028064992614
tr0.3263473053892215
da0.3202416918429003
pt0.3202416918429003
yo0.31297709923664124
fi0.29467084639498436
eu0.27999999999999997
de0.25124792013311154
lv0.25
lt0.24874791318864775
sv0.24496644295302009
en0.23728813559322032
hr0.21875
is0.21875
et0.2077464788732394
nl0.14285714285714285
hu0.12280701754385964
pl0.11591355599214145
sl0.11591355599214145
reliabletrue
passestrue
7
name"Hunter"
dialogue"Can I see that photo?"
detectedLang"en"
heavyLang"en"
scores
en0.8273878020713464
tl0.6268656716417911
et0.608355091383812
ca0.589041095890411
cs0.5626822157434402
fr0.5588235294117647
tr0.494949494949495
no0.4915254237288135
az0.4827586206896552
da0.4809688581314879
hr0.4809688581314879
sv0.4791666666666667
sq0.471830985915493
pl0.45652173913043476
it0.43396226415094336
ro0.375
yo0.3670886075949367
hi0.33920704845814975
sk0.32432432432432434
be0.3181818181818182
hu0.3087557603686636
is0.29577464788732394
lt0.29577464788732394
lv0.29577464788732394
uk0.29577464788732394
vi0.29577464788732394
reliabletrue
passestrue
8
name"Isabella"
dialogue"Prendi una foto, per favore. Non toccare altre foto."
detectedLang"it"
heavyLang"it"
scores
it0.8204667863554758
ca0.7438087105038429
es0.5548961424332344
ro0.5363214837712519
en0.5230524642289348
sl0.5081967213114754
fr0.4800693240901213
sq0.4545454545454546
sk0.4360902255639098
no0.4307400379506641
hr0.4296577946768061
nl0.42196531791907516
pt0.402390438247012
tr0.3723849372384937
et0.3492407809110629
sv0.34210526315789475
de0.3227990970654628
da0.3103448275862069
lt0.2822966507177033
tl0.24433249370277077
eu0.2248062015503876
is0.21875
lv0.17355371900826447
pl0.17355371900826447
cs0.16434540389972147
reliabletrue
passestrue
9
name"Hunter"
dialogue"Thanks. I'll take a picture of this. Did you get a good look at the man?"
detectedLang"en"
heavyLang"en"
scores
en0.8306772908366534
tl0.7166666666666667
no0.5439914163090128
nl0.5365321701199565
da0.5164960182025029
yo0.49101796407185627
de0.442257217847769
fr0.4193989071038251
sv0.38672438672438675
is0.38316400580551524
sl0.3684992570579495
sq0.34210526315789475
ro0.33800623052959505
vi0.3359375
it0.33176100628930816
cs0.33070866141732286
hr0.3178170144462279
lv0.2951907131011609
lt0.2928452579034942
hu0.2685025817555938
ms0.24911660777385158
pt0.247787610619469
ca0.24242424242424243
es0.236983842010772
sk0.23423423423423423
pl0.19811320754716982
tr0.1533864541832669
az0.1414141414141414
eu0.1414141414141414
et0.1290983606557377
fi0.1290983606557377
reliabletrue
passestrue
10
name"Isabella"
dialogue"No. Lontano. Ma... c'era qualcosa di strano nei suoi occhi."
detectedLang"it"
heavyLang"it"
scores
it0.8208687863860278
tl0.5067817509247842
pt0.4482758620689655
ms0.42196531791907516
hr0.4091580502215657
en0.4002998500749625
sk0.394856278366112
pl0.3939393939393939
lt0.38271604938271603
no0.38080495356037153
ca0.37694704049844235
fr0.375
es0.358974358974359
yo0.3442622950819672
lv0.33444259567387685
sl0.30434782608695654
vi0.30434782608695654
de0.28698752228163993
et0.2844364937388193
ro0.2766726943942134
tr0.2687385740402194
is0.2647058823529412
sq0.2366412213740458
cs0.17184265010351968
hu0.17012448132780084
nl0.16142557651991615
sv0.15254237288135594
da0.14893617021276595
az0.12854030501089325
reliabletrue
passestrue
11
name"Hunter"
dialogue"I have to go. Can you come to the police station tomorrow morning? Bring your camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8038516405135521
tl0.6728138013087448
da0.6607032695866748
sv0.6185852981969487
no0.6034607065609229
it0.5614035087719298
nl0.5307167235494881
yo0.5062836624775583
hr0.5045045045045045
cs0.5040577096483319
fr0.4897959183673469
pl0.4859813084112149
de0.4821092278719397
ro0.47668886774500474
ms0.45598417408506425
sk0.43298969072164945
ca0.4142705005324814
sq0.3962678375411636
sl0.3861607142857143
lv0.3799323562570462
lt0.3742889647326508
az0.3357487922705314
tr0.3357487922705314
es0.31077694235588976
et0.27726675427069647
is0.2392807745504841
fi0.23184357541899442
pt0.207492795389049
hu0.20520231213872833
eu0.14596273291925466
zh0.12280701754385964
be0.11290322580645161
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
12
name"Isabella"
dialogue"Sì. Domani mattina."
detectedLang"it"
heavyLang"it"
scores
it0.7916666666666666
yo0.7203579418344519
sv0.6345029239766081
en0.5689655172413793
hr0.5629370629370629
sl0.5503597122302158
ro0.5454545454545454
sq0.5387453874538745
no0.5173745173745175
fi0.40191387559808617
fr0.39903846153846156
lt0.3811881188118812
de0.375
lv0.3718592964824121
es0.3654822335025381
az0.33510638297872336
cs0.33510638297872336
is0.33510638297872336
pt0.33510638297872336
ca0.3206521739130435
da0.3206521739130435
et0.3206521739130435
ms0.3206521739130435
sk0.3206521739130435
reliabletrue
passestrue
13
name"Hunter"
dialogue"Thank you. For what you've told me. Be careful."
detectedLang"en"
heavyLang"en"
scores
en0.8141263940520446
tl0.46524064171123
no0.453551912568306
ro0.38524590163934425
es0.3723849372384937
pt0.3670886075949367
fr0.3576017130620985
da0.3464052287581699
sq0.33035714285714285
vi0.3258426966292135
hu0.2805755395683453
lt0.27184466019417475
yo0.2682926829268293
et0.24050632911392408
sl0.22680412371134018
ms0.21875
nl0.21875
it0.21052631578947367
cs0.20634920634920634
fi0.2
reliabletrue
passestrue