Run: 2026-02-08-01KGYZ9FXH1XNHTAMGGK6GXC6X

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
11.9s
Cost:
$0.001458
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: (Sitting alone, reviewing photos on her camera, occasionally glancing around the unfamiliar cafe) Hunter: (Approaches her table) Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town. I was wondering if you might have seen anything unusual around here lately? Selvi: (Looks up, startled, her eyes widening with fear) क्या? मैंने कुछ नहीं देखा! कृपया मुझे अकेला छोड़ दें! (What? I haven't seen anything! Please leave me alone!) Hunter: (Takes a step back, holding up his hands) Whoa, easy there. I'm not here to cause any trouble. I just need to ask a few questions. People have been going missing around here. Selvi: (Shaking her head, speaking rapidly in Hindi) मैं नहीं जानती! मैं यहाँ नया हूँ! मैं सिर्फ फोटो खींच रही थी! कृपया! (I don't know! I'm new here! I was just taking pictures! Please!) Hunter: (Frustration evident on his face) I don't understand what you're saying. Do you speak English? Any English at all? Selvi: (Tears welling in her eyes) नहीं, मैं हिंदी बोलती हूँ। मैं भारत से हूँ। मैं यहाँ पढ़ने आई हूँ। (No, I speak Hindi. I'm from India. I've come here to study.) Hunter: (Takes out his phone, considering translation options, then sighs) Look, I don't have time for this right now. Just... if you see anything strange, anything at all, tell someone who can speak English, okay? Selvi: (Nods vigorously, still looking shaken) हाँ, हाँ। मैं कह दूँगी। कृपया अब जाओ। (Yes, yes. I will tell. Please go now.) Hunter: (His phone rings) Detective Hunter. (Listens for a moment) I'll be right there. (Ends call and looks back at Selvi) We'll have to continue this later. Try to stay safe. Selvi: (Watches him leave, whispering to herself) भगवान करे सब ठीक हो। (God, let everything be okay.) ```
created_at"2026-02-08T15:53:08.565818+00:00" 2/8/2026, 3:53:08 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1546
moderation_latency(null)
generation_time11830
tokens_prompt262
tokens_completion528
native_tokens_prompt273
native_tokens_completion649
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"
usage0.00145832
router(null)
provider_responses
0
id"a1c16d9f37147406e0293f5f868aeb0a"
status200
is_byokfalse
latency1546
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-1770565976-OEwP9BnB2ceq6M6yL4Vl"
upstream_id"a1c16d9f37147406e0293f5f868aeb0a"
total_cost0.00145832
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"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town. I was wondering if you might have seen anything unusual around here lately?"
detectedLang"en"
heavyLang"en"
scores
en0.8064872834500552
tl0.6099554234769687
nl0.5745542949756888
ro0.506578947368421
sv0.49640287769784175
da0.4944631680308137
it0.47421131697546315
de0.47368421052631576
no0.4712990936555891
fr0.467005076142132
pt0.45652173913043476
ca0.4312026002166848
sq0.41731409544950054
es0.38089622641509435
ms0.3708807669263031
sl0.34660858742999384
cs0.3354430379746835
hr0.3105712409717663
sk0.29435483870967744
et0.27184466019417475
pl0.2526690391459075
yo0.24242424242424243
az0.20152091254752852
lt0.1935483870967742
lv0.1796875
fi0.16798732171156894
is0.1606714628297362
tr0.10941475826972011
hi0.0674955595026643
be0.0625
hu0.05998209489704566
uk0.05660377358490566
vi0.05660377358490566
reliabletrue
passestrue
1
name"Selvi"
dialogue"क्या? मैंने कुछ नहीं देखा! कृपया मुझे अकेला छोड़ दें!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8852223816355811
mr0.8823875330785064
reliabletrue
passestrue
2
name"Hunter"
dialogue"Whoa, easy there. I'm not here to cause any trouble. I just need to ask a few questions. People have been going missing around here."
detectedLang"en"
heavyLang"en"
scores
en0.828030954428203
fr0.5313415348564734
tl0.5067817509247842
ca0.49653870358716173
it0.43859649122807015
da0.4289793004996431
no0.37694704049844235
pt0.3700787401574803
et0.35064935064935066
nl0.3464052287581699
de0.33554817275747506
sv0.3327773144286906
sq0.32432432432432434
cs0.3150684931506849
hr0.3144815766923736
pl0.313893653516295
yo0.300087489063867
sk0.2945326278659612
es0.27206551410373064
is0.26605504587155965
lv0.24170616113744076
lt0.23736892278360344
ro0.22254616132167152
tr0.21951219512195122
hu0.2179863147605083
sl0.20870425321463898
az0.19839679358717435
ms0.1778006166495375
fi0.14984059511158343
vi0.14255091103965703
be0.08045977011494253
eu0.08045977011494253
uk0.07300115874855156
reliabletrue
passestrue
3
name"Selvi"
dialogue"मैं नहीं जानती! मैं यहाँ नया हूँ! मैं सिर्फ फोटो खींच रही थी! कृपया!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8855211513301352
mr0.878668823665357
reliabletrue
passestrue
4
name"Hunter"
dialogue"I don't understand what you're saying. Do you speak English? Any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.821300929235168
no0.6031746031746031
da0.5787700084245998
tl0.574468085106383
sv0.49647532729103727
cs0.4444444444444444
pl0.40968122786304606
de0.4026284348864994
hr0.3983152827918171
sq0.3924665856622114
sk0.36948297604035313
ca0.3514915693904021
ro0.3206521739130435
it0.27219796215429404
nl0.2625368731563422
vi0.258160237388724
tr0.2537313432835821
yo0.24812030075187969
pt0.2378048780487805
et0.23195084485407066
is0.21507064364207218
sl0.1935483870967742
ms0.12587412587412586
be0.12280701754385964
hu0.11816578483245149
az0.11190053285968028
lt0.11190053285968028
lv0.11190053285968028
uk0.11190053285968028
reliabletrue
passestrue
5
name"Selvi"
dialogue"नहीं, मैं हिंदी बोलती हूँ। मैं भारत से हूँ। मैं यहाँ पढ़ने आई हूँ।"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8844844357976653
mr0.8742388138734445
reliabletrue
passestrue
6
name"Hunter"
dialogue"Look, I don't have time for this right now. Just... if you see anything strange, anything at all, tell someone who can speak English, okay?"
detectedLang"en"
heavyLang"en"
scores
en0.827027027027027
tl0.6237064910630291
da0.5645073489384866
no0.5454545454545454
sv0.41002949852507375
et0.37597503900156004
de0.32716568544995794
hr0.32432432432432434
sq0.3133047210300429
ca0.2673992673992674
it0.2523364485981308
cs0.24953095684803
pt0.2366412213740458
ro0.22854387656702024
fr0.21875
ms0.2102665350444225
tr0.2047713717693837
pl0.20318725099601595
az0.1991991991991992
nl0.17184265010351968
yo0.1675338189386056
sk0.16666666666666666
lv0.14255091103965703
is0.13978494623655913
lt0.13978494623655913
sl0.0990990990990991
es0.0888382687927107
be0.08045977011494253
hu0.07727797001153403
uk0.07300115874855156
vi0.07300115874855156
reliabletrue
passestrue
7
name"Selvi"
dialogue"हाँ, हाँ। मैं कह दूँगी। कृपया अब जाओ।"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8872310895211658
mr0.8773584905660378
reliabletrue
passestrue
8
name"Hunter"
dialogue"Detective Hunter. I'll be right there. We'll have to continue this later. Try to stay safe."
detectedLang"en"
heavyLang"en"
scores
en0.8081228014070994
tl0.5830437804030577
fr0.5457986373959122
da0.4936708860759494
de0.4915254237288135
nl0.47780678851174935
ro0.469964664310954
pt0.46949602122015915
it0.4344957587181904
ca0.4301994301994302
no0.4186046511627907
es0.3902439024390244
yo0.3485342019543974
sl0.29161747343565525
sq0.27710843373493976
sv0.2709599027946537
lt0.2647058823529412
pl0.2601726263871763
cs0.25280199252801994
hr0.23371647509578544
ms0.18588873812754408
sk0.18032786885245902
lv0.16897506925207756
hu0.16317991631799164
hi0.11242603550295857
et0.10714285714285714
tr0.08952959028831564
reliabletrue
passestrue
9
name"Selvi"
dialogue"भगवान करे सब ठीक हो।"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8806423611111112
mr0.879544459045116
reliabletrue
passestrue