Run: 2026-02-08-01KGYZFTNZM12Z0464SEZZ67PV

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
16.0s
Cost:
$0.001729
Provider:
Novita

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

Model response

AI
``` Selvi: "[Muttering to herself in Hindi while reviewing photos on her camera] क्या खूब नज़ारा है... ये तो बहुत प्यारी तस्वीर है..." Hunter: "Excuse me, ma'am. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and was hoping you might have seen something unusual around the apple orchard yesterday?" Selvi: "[Eyes widening with fear, speaking rapidly in Hindi] क्या? मुझे इस बारे में नहीं पूरना चाहिए! मैंने कुछ नहीं देखा! कृपया मुझे अकेला छोड़ दें!" Hunter: "Whoa, calm down. I'm not here to cause trouble. I just need to ask a few questions. Do you understand English?" Selvi: "[Shaking her head, still speaking in Hindi] नहीं, नहीं! मुझे अंग्रेजी नहीं आती! मैं यहाँ सिर्फ पढ़ने आई हूँ! मैंने कुछ गलत नहीं किया!" Hunter: "Great. Just great. [Sighs] Look, I'm investigating those disappearances. Have you seen anyone strange hanging around? Anyone who doesn't belong here?" Selvi: "[Looking panicked, glancing around the cafe] वो लोग... मैंने उन्हें देखा था... पेड़ों के पीछे... लेकिन मैं जानती हूँ कि अगर मैंने कुछ कहा तो मुझे मार दिया जाएगा!" Hunter: "I can see you're upset. Maybe you could just nod or shake your head? Did you see something at the orchard?" Selvi: "[Tears forming in her eyes, voice trembling in Hindi] हाँ, मैंने कुछ देखा... लेकिन मैं डर रही हूँ... वे जानते हैं कि मैं यहाँ हूँ... मैं उनकी तस्वीरें खींच रही थी..." Hunter: "[Phone rings] Detective Hunter. [Listens for a moment] Got it. I'm on my way. [Ends call and looks at Selvi] Sorry, ma'am. I have to go. Just... be careful, alright? Something's not right in this town." Selvi: "[Watching him leave, whispering in Hindi] कृपया मुझे बचा लो... कृपया..." ```
created_at"2026-02-08T15:56:39.81233+00:00" 2/8/2026, 3:56:39 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1437
moderation_latency(null)
generation_time15892
tokens_prompt262
tokens_completion569
native_tokens_prompt273
native_tokens_completion772
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached272
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"
usage0.00172892
router(null)
provider_responses
0
id"9d917b49bde16047541090242f811ac3"
status200
is_byokfalse
latency1437
endpoint_id"e4ada6ec-12e7-49c9-837c-398dee612403"
provider_name"Novita"
model_permaslug"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
api_type"completions"
id"gen-1770566183-Dr5rsv24fPqRXJN5Zc48"
upstream_id"9d917b49bde16047541090242f811ac3"
total_cost0.00172892
cache_discount0.00013328
upstream_inference_cost0
provider_name"Novita"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Selvi"
dialogue"क्या खूब नज़ारा है... ये तो बहुत प्यारी तस्वीर है..."
detectedLang"mr"
heavyLang"hi"
scores
mr0.885600976205003
hi0.8854961832061069
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, ma'am. I'm Detective Hunter with the Alborn Police Department. I'm investigating some recent events in town and was hoping you might have seen something unusual around the apple orchard yesterday?"
detectedLang"en"
heavyLang"en"
scores
en0.7827486321210171
tl0.6280991735537189
nl0.5442268737339636
fr0.5414402173913043
ro0.494949494949495
de0.464073044859071
pt0.464073044859071
it0.44467297408473877
sv0.4409937888198758
no0.4396014943960149
es0.43037974683544306
da0.41910499139414803
ms0.40789473684210525
ca0.40449933833259816
sl0.347510874818753
sq0.34593023255813954
cs0.3316831683168317
hr0.29503916449086165
yo0.2773019271948608
sk0.27341227125941875
et0.26550598476605003
az0.23251847640704945
lt0.20353982300884957
pl0.18576598311218334
lv0.15940224159402241
fi0.13903061224489796
hu0.09274193548387095
is0.09274193548387095
tr0.08845374746792707
eu0.06509695290858726
reliabletrue
passestrue
2
name"Selvi"
dialogue"क्या? मुझे इस बारे में नहीं पूरना चाहिए! मैंने कुछ नहीं देखा! कृपया मुझे अकेला छोड़ दें!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8871135811045502
mr0.8803827751196173
reliabletrue
passestrue
3
name"Hunter"
dialogue"Whoa, calm down. I'm not here to cause trouble. I just need to ask a few questions. Do you understand English?"
detectedLang"en"
heavyLang"en"
scores
en0.8060344827586207
fr0.5529801324503312
no0.5360824742268042
da0.5047688921496698
cs0.4955156950672646
tl0.48824867323730103
pl0.46513470681458
sv0.46471054718477395
ca0.4638602065131056
pt0.4538834951456311
it0.4534412955465587
hr0.452998379254457
sk0.45121951219512196
nl0.3869209809264305
sq0.38524590163934425
yo0.3841240875912409
de0.3829981718464351
ro0.3571428571428572
et0.3522072936660269
sl0.3290258449304175
es0.30698151950718683
lv0.2741935483870968
lt0.2694805194805195
vi0.26550598476605003
tr0.25
hu0.24832962138084633
is0.23900789177001125
ms0.16666666666666666
az0.1646039603960396
be0.09395973154362416
eu0.09395973154362416
fi0.08536585365853659
uk0.08536585365853659
reliabletrue
passestrue
4
name"Selvi"
dialogue"नहीं, नहीं! मुझे अंग्रेजी नहीं आती! मैं यहाँ सिर्फ पढ़ने आई हूँ! मैंने कुछ गलत नहीं किया!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8827392120075047
mr0.8749749949989998
reliabletrue
passestrue
5
name"Hunter"
dialogue"Great. Just great. Look, I'm investigating those disappearances. Have you seen anyone strange hanging around? Anyone who doesn't belong here?"
detectedLang"en"
heavyLang"en"
scores
en0.8123293903548681
tl0.6014492753623188
nl0.4947948560930802
fr0.48948019801980197
ro0.3697478991596639
no0.3668457405986186
da0.36244204018547144
ms0.36244204018547144
pt0.35797665369649806
it0.3193069306930693
de0.3136439267886855
sq0.3136439267886855
sv0.3130724396336387
ca0.3125
hr0.2620751341681575
cs0.260752688172043
et0.2600896860986547
es0.22389463781749766
sk0.21503330161750714
lv0.20596727622714148
sl0.20596727622714148
is0.19902912621359223
lt0.18958742632612968
az0.17664670658682635
tr0.15557830092118732
hu0.11290322580645161
pl0.08637873754152825
fi0.0667420814479638
reliabletrue
passestrue
6
name"Selvi"
dialogue"वो लोग... मैंने उन्हें देखा था... पेड़ों के पीछे... लेकिन मैं जानती हूँ कि अगर मैंने कुछ कहा तो मुझे मार दिया जाएगा!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8871946475805197
mr0.8806387882779059
reliabletrue
passestrue
7
name"Hunter"
dialogue"I can see you're upset. Maybe you could just nod or shake your head? Did you see something at the orchard?"
detectedLang"en"
heavyLang"en"
scores
en0.7979041916167665
tl0.5871559633027523
no0.409965034965035
et0.38524590163934425
da0.3673851921274602
fr0.33693516699410614
sv0.3202416918429003
ca0.3019648397104447
ms0.25742574257425743
sq0.23900789177001125
yo0.2232451093210587
cs0.21328671328671328
nl0.1906474820143885
tr0.17883211678832117
az0.17177914110429449
hr0.17076167076167076
pl0.15730337078651685
it0.14556962025316456
fi0.1346153846153846
ro0.11764705882352942
es0.10358565737051792
pt0.10358565737051792
de0.09999999999999999
sk0.09638554216867469
be0.09395973154362416
hu0.09029649595687331
is0.08536585365853659
lt0.08536585365853659
lv0.08536585365853659
uk0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
8
name"Selvi"
dialogue"हाँ, मैंने कुछ देखा... लेकिन मैं डर रही हूँ... वे जानते हैं कि मैं यहाँ हूँ... मैं उनकी तस्वीरें खींच रही थी..."
detectedLang"hi"
heavyLang"hi"
scores
hi0.8845265588914549
mr0.8796519163117941
reliabletrue
passestrue
9
name"Hunter"
dialogue"Detective Hunter. Got it. I'm on my way. Sorry, ma'am. I have to go. Just... be careful, alright? Something's not right in this town."
detectedLang"en"
heavyLang"en"
scores
en0.799575571799104
tl0.6270293988591488
ro0.46236559139784944
yo0.45997458703939004
da0.4256756756756757
pl0.42528735632183906
it0.4129834254143646
ca0.3941553813257306
fr0.3813682678311499
no0.36377245508982037
sv0.36281859070464767
cs0.3555724033358605
pt0.3259318001586043
hr0.32539682539682535
sl0.3205435651478817
de0.3161705551086082
sq0.3044189852700491
sk0.3004115226337448
es0.28087986463620984
et0.2728828058169376
nl0.26151172893136404
lt0.24712134632418067
lv0.24174843889384479
tr0.195837275307474
hu0.17794970986460348
fi0.15
az0.1474423269809428
ms0.1361788617886179
hi0.08993576017130622
be0.07608695652173912
is0.06900328587075576
uk0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
10
name"Selvi"
dialogue"कृपया मुझे बचा लो... कृपया..."
detectedLang"hi"
heavyLang"hi"
scores
hi0.8837884950610111
mr0.879951980792317
reliabletrue
passestrue