Run: 2026-02-11-01KH7H7KGTQ9GK0PJWG842N43C

Run Details

Model:
Z.AI GLM 5
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
44.8s
Cost:
$0.007055
Provider:
Novita

Evaluation summary

Score Evaluator
Details Link
44.44% 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
**Voice Sheet** Selvi: *She stares intently at the preview screen on her camera, her fingers trembling slightly as they hover over the buttons. She doesn't look up immediately.* Hunter: *He approaches the table, his shadow falling over her. His voice is flat and direct.* "Ma'am? I'm Detective Hunter. I need to ask you a few questions about the incident down by the orchard last night." Selvi: *She looks up, her eyes wide. She clutches the camera to her chest.* "Main... main kuch nahi janti. Mujhe bas photo leni thi. Wahan... wahan kuch kala tha." *She shakes her head, her voice rising in panic.* "Mujhe samajh nahi aa raha kya hua!" Hunter: *He blinks, his brow furrowing in irritation.* "I— wait. What? I don't understand. Does anyone here speak English? I need to know if you saw the suspect near the cider mill." Selvi: *She gestures frantically at the cafe counter, then back to herself, speaking rapidly.* "Main aapki baat nahi samajh sakti! Police? Kya aap police hain? Maine kuch dekha... photo mein. Dekho!" *She tries to turn the camera screen toward him, her hands shaking.* "Dekho, yahan ped ke peeche!" Hunter: *He glances at the camera screen but pulls back, checking his watch.* "Look, I don't know what you're saying. 'Photo'? Is that 'photo'? Did you take a picture? I need a translator." Selvi: *She looks at him with desperate eyes, realizing he doesn't understand. She slumps back in her chair, looking defeated and scared.* "Haan, photo. Lekin... woh bahot daravana tha. Main dar gayi thi." *She whispers.* "Kripya, mujhe jane dijiye." Hunter: *He opens his mouth to try again, but his phone buzzes loudly on his belt. He holds up a hand to silence her.* "Hold that thought. Don't go anywhere." *He answers the phone.* "Hunter. Yeah. What? Now? Alright, I'm on my way." *He snaps the phone shut and looks at Selvi sternly.* "Stay in town. I'll be back for that camera." Selvi: *She watches him go, whispering to herself in the empty silence of the cafe.* "Main yahan rukna nahi chahti..."
created_at"2026-02-11T23:41:09.332242+00:00" 2/11/2026, 11:41:09 PM
model"z-ai/glm-5-20260211"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency981
moderation_latency(null)
generation_time44677
tokens_prompt315
tokens_completion2170
native_tokens_prompt268
native_tokens_completion2185
native_tokens_completion_images(null)
native_tokens_reasoning1650
native_tokens_cached256
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"
usage0.0070552
router(null)
provider_responses
0
id"912f7a2bcfbe6457f5c34d9d7aee451c"
status200
is_byokfalse
latency981
endpoint_id"898a8e6d-04a4-48c0-8457-36690a68782b"
provider_name"Novita"
model_permaslug"z-ai/glm-5-20260211"
api_type"completions"
id"gen-1770853223-ulfaMjiJm2Ex6JVfLAl8"
upstream_id"912f7a2bcfbe6457f5c34d9d7aee451c"
total_cost0.0070552
cache_discount0.0002048
upstream_inference_cost0
provider_name"Novita"

Evaluation details

Result Evaluator Details Meta Data
44.44% Parse dialogue n/a
dialogue
0
name"Selvi"
dialogue"She stares intently at the preview screen on her camera, her fingers trembling slightly as they hover over the buttons. She doesn't look up immediately."
detectedLang"en"
heavyLang"en"
scores
en0.7858554799033605
da0.5903361344537815
tl0.5801033591731266
no0.5564149226569609
nl0.52392578125
de0.48845750262329485
fr0.4675040961223375
it0.4251179245283018
ca0.41651705565529623
es0.3902439024390244
pt0.3425488873904248
sl0.3416610398379473
sv0.3385345997286296
ms0.3371855880353501
ro0.336734693877551
sk0.3285123966942149
hr0.30057388809182206
cs0.28884026258205686
et0.27293064876957496
sq0.24652241112828435
fi0.24242424242424243
yo0.2174959871589085
pl0.20016406890894176
lv0.1935483870967742
tr0.1680887372013652
hu0.1356382978723404
az0.1271262309758281
lt0.1224122412241224
is0.08192090395480227
hi0.07932011331444759
eu0.07757805108798486
vi0.06069364161849711
reliabletrue
passesfalse
1
name"Hunter"
dialogue"Ma'am? I'm Detective Hunter. I need to ask you a few questions about the incident down by the orchard last night."
detectedLang"en"
heavyLang"en"
scores
en0.8065401897154268
tl0.6344339622641509
fr0.6019517205957884
ca0.5288753799392097
no0.5236631837738168
it0.523076923076923
da0.520420792079208
cs0.5
ro0.49609882964889473
nl0.4918032786885246
pt0.46588559614059266
sk0.4359534206695779
pl0.4168547780285929
sq0.4168547780285929
es0.404304381245196
yo0.40338722093918394
de0.39688715953307396
hr0.38880126182965297
sv0.38197767145135564
et0.37800963081861955
sl0.3755036261079775
lt0.28439519852262235
hu0.2667928098391675
az0.26400759734093066
lv0.2475728155339806
tr0.20998980632008157
ms0.2051282051282051
is0.15115005476451257
vi0.14647577092511013
be0.08284023668639054
eu0.08284023668639054
fi0.07517899761336516
uk0.07517899761336516
reliabletrue
passestrue
2
name"Selvi"
dialogue"Mujhe samajh nahi aa raha kya hua!"
detectedLang"et"
heavyLang"tl"
scores
et0.5212765957446809
no0.49095022624434387
eu0.4230769230769231
fi0.3161094224924012
is0.3119266055045872
lv0.30124223602484473
tl0.30124223602484473
da0.27652733118971057
sv0.26229508196721313
ms0.2398648648648649
reliablefalse
passesfalse
3
name"Hunter"
dialogue"I— wait. What? I don't understand. Does anyone here speak English? I need to know if you saw the suspect near the cider mill."
detectedLang"en"
heavyLang"en"
scores
en0.8122248122248122
no0.5276872964169381
tl0.5276872964169381
da0.5169886742171885
sv0.4825124910778016
ro0.3933054393305439
nl0.36459246275197194
cs0.3544078361531611
de0.32369402985074625
pl0.318609022556391
yo0.31344696969696967
hr0.3108365019011407
ms0.30754536771728747
sq0.3008678881388621
fr0.29543245869776485
sk0.28781925343811393
ca0.22459893048128343
et0.21790722761596548
lv0.2032967032967033
lt0.18721973094170402
tr0.16087962962962962
is0.15893271461716937
az0.15402567094515754
sl0.1430260047281324
it0.13690476190476192
pt0.1082410824108241
es0.0903387703889586
be0.0880503144654088
hu0.0845959595959596
uk0.0799492385786802
vi0.0799492385786802
reliabletrue
passestrue
4
name"Selvi"
dialogue"Dekho, yahan ped ke peeche!"
detectedLang"ms"
heavyLang"tl"
scores
ms0.5815899581589958
tl0.3957703927492447
ro0.3442622950819672
cs0.33993399339933994
fi0.3055555555555556
yo0.3055555555555556
reliabletrue
passesfalse
5
name"Hunter"
dialogue"Look, I don't know what you're saying. 'Photo'? Is that 'photo'? Did you take a picture? I need a translator."
detectedLang"en"
heavyLang"en"
scores
en0.8189499094749548
tl0.5686556434219986
ro0.43820224719101125
cs0.4350282485875706
hr0.4344957587181904
sq0.4140625
fr0.3981945837512537
yo0.3981945837512537
it0.39332659251769464
et0.39086294416243655
hu0.3858751279426817
pl0.38016528925619836
sl0.38016528925619836
nl0.3743482794577685
ca0.3677555321390938
no0.3610223642172524
da0.3582887700534759
sv0.3485342019543974
tr0.34065934065934067
pt0.318955732122588
de0.3119266055045872
sk0.3063583815028902
is0.27710843373493976
vi0.269183922046285
lt0.26108374384236455
es0.2583436341161928
lv0.25
az0.24242424242424243
ms0.23371647509578544
eu0.18588873812754408
be0.1044776119402985
fi0.09502262443438914
uk0.09502262443438914
reliabletrue
passestrue
6
name"Selvi"
dialogue"Kripya, mujhe jane dijiye."
detectedLang"sq"
heavyLang"tlh"
scores
sq0.5454545454545454
reliablefalse
passesfalse
7
name"Hunter"
dialogue"Stay in town. I'll be back for that camera."
detectedLang"en"
heavyLang"en"
scores
en0.8104624715693708
tl0.648876404494382
it0.5495495495495496
ro0.5454545454545454
nl0.4813278008298755
de0.4669509594882729
yo0.44196428571428575
sv0.43052391799544415
da0.38875305623471884
no0.3872549019607844
sl0.3811881188118812
ms0.37027707808564225
hu0.31880108991825606
lt0.3093922651933701
ca0.28977272727272724
es0.28366762177650434
pt0.25595238095238093
az0.251497005988024
pl0.251497005988024
fr0.2331288343558282
reliabletrue
passestrue
8
name"Selvi"
dialogue"Main yahan rukna nahi chahti..."
detectedLang"fi"
heavyLang"tl"
scores
fi0.5
eu0.4520547945205479
ms0.40828402366863903
tl0.3957703927492447
et0.358974358974359
en0.3311036789297659
fr0.3055555555555556
de0.2805755395683453
reliablefalse
passesfalse