Run: 2026-04-24-01KQ028ES6BAC5H83FHW5FFS9G

Run Details

Model:
Z.AI GLM 5.1
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
24.9s
Cost:
$0.005963
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="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: [murmuring to herself in Hindi] "ये तस्वीरें... कुछ गलत है इस शहर में..." Hunter: "Excuse me, ma'am? I'm Detective Hunter with the Alborn Police Department. I'd like to ask you a few questions, if you don't mind." Selvi: [startled, looking up] "क्या? मैं... मैं आपकी बात नहीं समझ रही हूँ।" Hunter: "I'm investigating the recent disappearances. Were you at the apple orchard the night before last?" Selvi: [voice trembling] "दीवार... उस दीवार के पास मैंने कुछ देखा था... बहुत डरावना था... मैंने फोटो खींची थी... लेकिन पुलिस... मैं पुलिस से क्या कहूँगी? मुझे अंग्रेजी नहीं आती!" Hunter: "Ma'am, I'm going to need you to slow down. I don't understand a word you're saying. Do you speak any English at all?" Selvi: [shaking her head, gesturing frantically] "अंग्रेजी? नहीं! मैं हिंदी बोलती हूँ! रात को... वहाँ कोई था... बारिश में... फिर वो गायब हो गया!" Hunter: "Hindi? Alright, that's... not helpful. Can you show me what you're pointing at? Your camera — does it have photos?" Selvi: [nodding eagerly, turning the camera toward him] "हाँ, हाँ! देखिए! ये देखिए! ये रात की तस्वीरें हैं... उस आदमी की... जो गायब हो गया..." Hunter: [squinting at the screen] "These are night shots. Pretty dark. Is this the orchard? Who is this figure here?" Selvi: [pointing animatedly] "वह! वह आदमी! वो चीखा था... फिर... कुछ नहीं... सन्नाटा... मैं डर गई और भाग गई!" Hunter: "I wish I knew what you were telling me. These photos could be important. Can you — hold on." [Phone ringing] Hunter: "This is Hunter. ... Yeah. ... When? ... I'll be right there." Selvi: "क्या हुआ? आप जा रहे हैं?" Hunter: "Ma'am, I've got to go. Don't leave town, alright? I'm going to find someone who can translate. Stay at your hostel." Selvi: "मुझे कुछ समझ नहीं आ रहा... कृपया... मैं डर रही हूँ..." Hunter: [standing, leaving a card on the table] "Just... stay here. I'll come back. I'll bring someone who speaks your language." Selvi: [watching him leave, clutching her camera] "काश मैं अंग्रेजी बोल पाती... ये शहर... ये लोग... कुछ बहुत गलत है यहाँ..."
created_at"2026-04-24T15:38:13.17Z" 4/24/2026, 3:38:13 PM
model"z-ai/glm-5.1-20260406"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency882
moderation_latency(null)
generation_time24866
tokens_prompt315
tokens_completion1294
native_tokens_prompt268
native_tokens_completion1270
native_tokens_completion_images(null)
native_tokens_reasoning363
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"
usage0.0059632
router(null)
provider_responses
0
endpoint_id"0ef82a37-906f-4cbe-99fc-3645b17597ff"
id"019dc0243c56894b36fcc84884790d58"
is_byokfalse
latency882
model_permaslug"z-ai/glm-5.1-20260406"
provider_name"SiliconFlow"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777045093-xRjnboLAt9E5ovcH4VZ7"
session_id(null)
api_type"completions"
id"gen-1777045093-inNtlCFHVzYYvwzYdDrX"
upstream_id"019dc0243c56894b36fcc84884790d58"
total_cost0.0059632
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"Selvi"
dialogue"ये तस्वीरें... कुछ गलत है इस शहर में..."
detectedLang"hi"
heavyLang"hi"
scores
hi0.8836254107338445
mr0.8779086469405343
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, if you don't mind."
detectedLang"en"
heavyLang"en"
scores
en0.7832738398776135
tl0.5975378787878788
fr0.5818986719134285
no0.5066744051073709
it0.49584816132858833
ro0.4801223241590214
ca0.47724477244772445
pt0.4766009852216749
sq0.44005270092226617
cs0.43633952254641906
nl0.43295530353569045
es0.4264507422402159
sl0.40848990953375086
da0.4043447792571829
ms0.38450398262128893
sv0.38405797101449274
hr0.38226744186046513
sk0.36186186186186187
yo0.3338557993730407
pl0.3172690763052209
de0.3167202572347267
hu0.31006493506493504
lt0.2869127516778523
et0.2827004219409283
lv0.24845269672855883
az0.24578527062999111
fi0.20708955223880596
tr0.19659735349716445
eu0.16173570019723865
is0.08108108108108109
vi0.07608695652173912
reliabletrue
passestrue
2
name"Selvi"
dialogue"क्या? मैं... मैं आपकी बात नहीं समझ रही हूँ।"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8865891692656649
mr0.8788979715410233
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm investigating the recent disappearances. Were you at the apple orchard the night before last?"
detectedLang"en"
heavyLang"en"
scores
en0.7957516339869282
tl0.6603260869565218
fr0.6312684365781711
nl0.5653685674547984
no0.5232646834477499
da0.5003996802557954
sv0.48896156991005724
pt0.4703389830508474
de0.44787985865724383
it0.422365988909427
es0.4202226345083488
ro0.4175209692451072
ca0.41148775894538603
cs0.3609406952965235
ms0.34554973821989526
sk0.3154435925520263
hr0.29932735426008966
et0.24789410348977134
sq0.23873325213154686
lt0.23218673218673216
sl0.23218673218673216
yo0.22456575682382132
lv0.18725617685305593
is0.18086500655307994
az0.15881561238223418
hu0.10841654778887304
pl0.0994236311239193
fi0.08625730994152046
reliabletrue
passestrue
4
name"Selvi"
dialogue"दीवार... उस दीवार के पास मैंने कुछ देखा था... बहुत डरावना था... मैंने फोटो खींची थी... लेकिन पुलिस... मैं पुलिस से क्या कहूँगी? मुझे अंग्रेजी नहीं आती!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.88433575677462
mr0.8811141304347826
reliabletrue
passestrue
5
name"Hunter"
dialogue"Ma'am, I'm going to need you to slow down. I don't understand a word you're saying. Do you speak any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.809982265011401
no0.5559502664298401
da0.5350278983261004
tl0.526813880126183
cs0.4692144373673036
pl0.4390426327599103
hr0.4270435446906035
sv0.4257274119448699
sk0.42528735632183906
yo0.3595217762596072
ca0.35177182368193605
de0.35008665511265163
sq0.34497816593886466
ro0.3333333333333333
et0.32003626473254765
sl0.30619796484736356
it0.2937853107344633
pt0.2829827915869981
lv0.2537313432835821
lt0.2492492492492493
nl0.24849699398797598
tr0.24774322968906717
vi0.2454728370221328
hu0.2291880781089414
is0.2203742203742204
ms0.15254237288135594
az0.1506228765571914
es0.14965986394557826
fr0.13494809688581316
be0.08536585365853659
eu0.08536585365853659
fi0.07749077490774908
uk0.07749077490774908
reliabletrue
passestrue
6
name"Selvi"
dialogue"अंग्रेजी? नहीं! मैं हिंदी बोलती हूँ! रात को... वहाँ कोई था... बारिश में... फिर वो गायब हो गया!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8851314096673406
mr0.8766771902131019
reliabletrue
passestrue
7
name"Hunter"
dialogue"Hindi? Alright, that's... not helpful. Can you show me what you're pointing at? Your camera — does it have photos?"
detectedLang"en"
heavyLang"en"
scores
en0.7925311203319502
tl0.673202614379085
fr0.4304312449145647
nl0.41569282136894825
it0.40828402366863903
da0.40273037542662116
sq0.37555753791257807
no0.36536718041704447
ms0.3170731707317073
pt0.308300395256917
ro0.3006993006993007
de0.29789368104312935
es0.2864424057084608
ca0.2631578947368421
et0.2125984251968504
fi0.19908466819221968
is0.1981672394043528
lt0.19168591224018475
sv0.18793503480278423
lv0.18319719953325553
hi0.18128654970760233
tr0.18128654970760233
yo0.1764705882352941
pl0.11616161616161616
sl0.1116751269035533
cs0.10025706940874037
az0.0990990990990991
hr0.08735332464146023
reliabletrue
passestrue
8
name"Selvi"
dialogue"हाँ, हाँ! देखिए! ये देखिए! ये रात की तस्वीरें हैं... उस आदमी की... जो गायब हो गया..."
detectedLang"hi"
heavyLang"hi"
scores
hi0.8830782312925171
mr0.8755092802172929
reliabletrue
passestrue
9
name"Hunter"
dialogue"These are night shots. Pretty dark. Is this the orchard? Who is this figure here?"
detectedLang"en"
heavyLang"en"
scores
en0.8102277267279264
tl0.5128205128205129
sq0.4716351501668521
fr0.4405182567726737
ro0.4391971664698937
nl0.4010088272383354
no0.39720812182741116
yo0.38788659793814434
it0.3338008415147265
da0.31752873563218387
de0.31457431457431456
pt0.24722662440570525
hu0.2448330683624801
ca0.2351046698872786
es0.22512234910277326
fi0.21875
sk0.1782006920415225
is0.16225749559082892
hr0.1592920353982301
lv0.1592920353982301
sl0.1592920353982301
ms0.1410488245931284
sv0.1410488245931284
reliabletrue
passestrue
10
name"Selvi"
dialogue"वह! वह आदमी! वो चीखा था... फिर... कुछ नहीं... सन्नाटा... मैं डर गई और भाग गई!"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8819760580003372
mr0.8716302952503209
reliabletrue
passestrue
11
name"Hunter"
dialogue"I wish I knew what you were telling me. These photos could be important. Can you — hold on."
detectedLang"en"
heavyLang"en"
scores
en0.8260044289781715
fr0.6159217877094972
ca0.553933495539335
tl0.5510204081632653
da0.47619047619047616
it0.47115384615384615
no0.46808510638297873
sq0.4494494494494495
et0.42105263157894735
es0.40796555435952636
pt0.39890710382513656
ro0.39890710382513656
nl0.3840985442329227
lt0.3721461187214612
sv0.3559718969555035
yo0.3309002433090025
cs0.3193069306930693
hr0.29214929214929214
tr0.29214929214929214
fi0.29032258064516125
pl0.2763157894736842
hu0.2506811989100818
ms0.24965893587994542
hi0.22644163150492264
de0.21763869132290184
sk0.2109038737446198
az0.20289855072463767
lv0.19590643274853803
sl0.13793103448275862
be0.11290322580645161
is0.10277324632952692
uk0.10277324632952692
vi0.10277324632952692
reliabletrue
passestrue
12
name"Hunter"
dialogue"This is Hunter. ... Yeah. ... When? ... I'll be right there."
detectedLang"en"
heavyLang"en"
scores
en0.8193859121011439
tl0.5508982035928144
de0.53125
yo0.5033112582781457
hu0.4746059544658494
nl0.42528735632183906
da0.34210526315789475
no0.336283185840708
fr0.3273542600896861
sq0.3135011441647597
lt0.27184466019417475
is0.23469387755102045
sv0.1891891891891892
it0.17355371900826447
pt0.17355371900826447
ca0.16434540389972147
ms0.16434540389972147
ro0.16434540389972147
sl0.16434540389972147
tr0.16434540389972147
reliabletrue
passestrue
13
name"Selvi"
dialogue"क्या हुआ? आप जा रहे हैं?"
detectedLang"hi"
heavyLang"hi"
scores
hi0.8876123876123876
mr0.8813916710595677
reliabletrue
passestrue
14
name"Hunter"
dialogue"Ma'am, I've got to go. Don't leave town, alright? I'm going to find someone who can translate. Stay at your hostel."
detectedLang"en"
heavyLang"en"
scores
en0.7993357320786051
tl0.5013755158184319
da0.41579371474617244
no0.39583333333333337
pl0.3015414258188825
yo0.28430404738400794
cs0.27644710578842313
sk0.2728184553660983
hr0.25944841675178754
et0.21621621621621623
lv0.20678336980306347
nl0.20154185022026433
sl0.19889502762430938
lt0.19084821428571427
ro0.18721973094170402
pt0.17893544733861835
es0.17613636363636365
fr0.1751990898748578
ca0.1733181299885975
de0.16281755196304848
tr0.16184971098265896
it0.15990730011587484
ms0.15893271461716937
az0.15795586527293842
vi0.1082410824108241
sq0.0903387703889586
eu0.0845959595959596
sv0.07525510204081631
reliabletrue
passestrue
15
name"Selvi"
dialogue"मुझे कुछ समझ नहीं आ रहा... कृपया... मैं डर रही हूँ..."
detectedLang"hi"
heavyLang"hi"
scores
hi0.8778033352501438
mr0.8656763590391909
reliabletrue
passestrue
16
name"Hunter"
dialogue"Just... stay here. I'll come back. I'll bring someone who speaks your language."
detectedLang"en"
heavyLang"en"
scores
en0.8109430604982205
tl0.5126146788990825
et0.42876344086021506
sv0.40559440559440557
da0.3988684582743989
de0.37774524158125916
ms0.37683284457478006
no0.3328100470957614
nl0.32539682539682535
ro0.3055555555555556
it0.27597955706984667
es0.26343154246100525
pt0.26343154246100525
sq0.1904761904761905
is0.1650294695481336
eu0.1550695825049702
ca0.1533864541832669
hr0.14829659318637273
fr0.1414141414141414
lt0.1290983606557377
yo0.1290983606557377
reliabletrue
passestrue
17
name"Selvi"
dialogue"काश मैं अंग्रेजी बोल पाती... ये शहर... ये लोग... कुछ बहुत गलत है यहाँ..."
detectedLang"hi"
heavyLang"hi"
scores
hi0.8862774829416225
mr0.8816568047337278
reliabletrue
passestrue