Run: 2026-02-08-01KGZ05HQ5Q9TQJR17BWYRW5C8

Run Details

Model:
Z.AI GLM 4.7
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
43.4s
Cost:
$0.005364
Provider:
Z.AI

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

Model response

AI
Melanie: "..." Hunter: "Excuse me, miss? I'm Detective Hunter. I'm sorry to interrupt your coffee, but I'm going around asking locals about the disturbance near the apple orchards yesterday evening. Did you happen to be in that area with your camera?" Melanie: "..." Hunter: "I'm looking for anyone who might have seen something unusual. A vehicle, maybe a stranger hanging around the festival grounds. Did you see anyone?" Melanie: "..." Hunter: "Whoa, okay, take it easy. I can't understand a word you're saying. Are you in trouble? You look pretty shaken up." Melanie: "..." Hunter: "Yeah, no, I'm sorry. I don't speak German. I have no idea what 'nein' means in this context, but you seem terrified. Is this about the missing people?" Melanie: "..." Hunter: "Slow down. You're pointing at the camera. Did you take a picture? Is that it? You saw something through the lens?" Melanie: "..." Hunter: "Ma'am, I really wish I had a translator right now. You’re clearly upset, but I can't help if I don't know what you're saying. Just... stay here for a second, alright?" Melanie: "..." Hunter: "(Checks vibrating phone) Hold that thought. I have to take this." Melanie: "..." Hunter: "(Into phone) Hunter here. ... You found what? ... A jacket near the tracks? ... I'm on my way. Don't touch anything." Hunter: "Look, I have to go. Don't leave town, okay? We'll figure this language barrier out later."
created_at"2026-02-08T16:08:59.668472+00:00" 2/8/2026, 4:08:59 PM
model"z-ai/glm-4.7-20251222"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2638
moderation_latency(null)
generation_time43321
tokens_prompt261
tokens_completion2334
native_tokens_prompt267
native_tokens_completion2366
native_tokens_completion_images(null)
native_tokens_reasoning2012
native_tokens_cached2
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"
usage0.00536442
router(null)
provider_responses
0
id"20260209000815b03856d1ef444e1d"
status200
is_byokfalse
latency2638
endpoint_id"be4acbf5-9fcf-4332-a01d-76dfeb6d7b99"
provider_name"Z.AI"
model_permaslug"z-ai/glm-4.7-20251222"
api_type"completions"
id"gen-1770566895-oe6DT8yr4qcCviQtKNKa"
upstream_id"20260209000815b03856d1ef444e1d"
total_cost0.00536442
cache_discount9.8e-7
upstream_inference_cost0
provider_name"Z.AI"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
1
name"Hunter"
dialogue"Excuse me, miss? I'm Detective Hunter. I'm sorry to interrupt your coffee, but I'm going around asking locals about the disturbance near the apple orchards yesterday evening. Did you happen to be in that area with your camera?"
detectedLang"en"
heavyLang"en"
scores
en0.7778297474275023
tl0.6116107931316435
fr0.49593208348072154
nl0.490343347639485
it0.4766801322071245
no0.4422700587084149
de0.43720379146919436
sv0.4123711340206186
ro0.4094488188976378
es0.39999999999999997
pt0.39490445859872614
da0.37636761487964987
ca0.3405830633965757
sl0.307243558580457
ms0.2931547619047619
sq0.2913973147687718
yo0.2601246105919003
cs0.22972972972972971
hr0.21574023115024765
pl0.17439165701042872
lt0.17054714784633296
hu0.16471277842907386
sk0.15730337078651685
lv0.127372933251684
is0.11270236612702365
et0.10377358490566038
az0.09581218274111675
tr0.08419023136246787
eu0.05441274054412741
fi0.05
vi0.04233870967741936
reliabletrue
passestrue
2
name"Melanie"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
3
name"Hunter"
dialogue"I'm looking for anyone who might have seen something unusual. A vehicle, maybe a stranger hanging around the festival grounds. Did you see anyone?"
detectedLang"en"
heavyLang"en"
scores
en0.8109544246883303
tl0.628065942903096
no0.5314083080040527
da0.5182291666666667
fr0.5056119722073757
nl0.491478834524464
sv0.41455696202531644
pt0.4138149556400507
ms0.3989603638726445
de0.3791946308724832
ca0.36426116838487976
et0.35941828254847646
cs0.3416370106761566
es0.33691756272401435
ro0.30711610486891383
it0.30503380916604056
hr0.30293896006028637
sl0.28294573643410853
sq0.26819620253164556
sk0.26645519429024583
hu0.26177174780526735
yo0.24489795918367346
lt0.22916666666666666
az0.2107508532423208
pl0.21007685738684884
tr0.19844020797227038
is0.18717047451669597
lv0.1799645390070922
fi0.11988582302568983
eu0.07035175879396985
vi0.07035175879396985
reliabletrue
passestrue
4
name"Melanie"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
5
name"Hunter"
dialogue"Whoa, okay, take it easy. I can't understand a word you're saying. Are you in trouble? You look pretty shaken up."
detectedLang"en"
heavyLang"en"
scores
en0.8047964305633019
tl0.5927865037812682
nl0.4938539407086045
ro0.4890510948905109
no0.46564885496183206
sv0.4640122511485452
da0.42244224422442245
it0.3944636678200692
sl0.37050359712230213
de0.3676603432700994
cs0.3630573248407643
sk0.360146252285192
pl0.3595608417200366
yo0.34579439252336447
sq0.34024505183788883
ca0.3288590604026846
hr0.3275696445725264
fr0.3110236220472441
lv0.30624380574826565
tr0.2608236536430834
pt0.24487594390507011
hu0.24160346695557963
az0.2366412213740458
is0.2324561403508772
es0.22308546059933407
fi0.21875
lt0.17159763313609466
ms0.16467780429594273
vi0.15966386554621848
et0.15254237288135594
be0.09090909090909091
eu0.09090909090909091
uk0.08256880733944955
reliabletrue
passestrue
6
name"Melanie"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
7
name"Hunter"
dialogue"Yeah, no, I'm sorry. I don't speak German. I have no idea what 'nein' means in this context, but you seem terrified. Is this about the missing people?"
detectedLang"en"
heavyLang"en"
scores
en0.8146663995191346
tl0.573929064947029
nl0.4683908045977011
it0.46314567614625657
ca0.4328632740649908
ro0.38943894389438943
da0.37961099932930914
sv0.37373053486797564
fr0.35719249478804727
pt0.35359888190076866
es0.34536447275300775
ms0.34536447275300775
no0.3430397727272727
yo0.30293896006028637
de0.27847113884555386
sq0.27564604541895066
az0.27165354330708663
pl0.27107959022852635
is0.24918831168831165
hu0.23490488006617036
hr0.20600858369098712
tr0.19774501300954034
lv0.17336907953529937
et0.17114695340501793
cs0.1651624548736462
sk0.14981617647058823
sl0.14272474513438368
fi0.1290018832391714
be0.07035175879396985
lt0.06376518218623482
uk0.06376518218623482
vi0.06376518218623482
reliabletrue
passestrue
8
name"Melanie"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
9
name"Hunter"
dialogue"Slow down. You're pointing at the camera. Did you take a picture? Is that it? You saw something through the lens?"
detectedLang"en"
heavyLang"en"
scores
en0.8165262299537919
tl0.6748554913294798
ro0.4341994970662196
it0.43133951137320975
yo0.4220890410958904
nl0.42109777015437394
fr0.4201030927835051
ms0.41659464131374246
no0.3738404452690167
da0.37267657992565056
hu0.3147208121827411
es0.31402439024390244
sq0.31262729124236255
sv0.3098159509202454
de0.3005181347150259
pt0.296875
hr0.28191489361702127
sl0.2686890574214518
is0.26390403489640135
ca0.2606790799561884
cs0.23728813559322032
pl0.22591743119266056
lt0.199288256227758
lv0.18772563176895307
sk0.16149068322981366
tr0.10239361702127658
az0.09395973154362416
eu0.09395973154362416
vi0.09395973154362416
et0.08536585365853659
fi0.08536585365853659
reliabletrue
passestrue
10
name"Melanie"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
11
name"Hunter"
dialogue"Ma'am, I really wish I had a translator right now. You’re clearly upset, but I can't help if I don't know what you're saying. Just... stay here for a second, alright?"
detectedLang"en"
heavyLang"en"
scores
en0.8080883729638645
tl0.5167373880245167
no0.3806646525679758
da0.37953995157384984
ro0.3450479233226837
fr0.33998712169993567
sq0.33785529715762275
sv0.33785529715762275
ca0.32698621142481943
it0.32476943346508563
nl0.31848404255319146
pt0.3055555555555556
hr0.29938482570061514
pl0.297945205479452
cs0.25939306358381503
et0.25345957756737075
de0.24798239178283202
sk0.2446573323507738
tr0.23220973782771534
es0.22171602126044038
yo0.21455938697318008
lt0.21153846153846154
sl0.2103235747303544
lv0.20419254658385094
az0.19921875
ms0.1910023677979479
hu0.17868589743589747
vi0.17736757624398075
fi0.14082145850796313
is0.11865864144453997
eu0.11790017211703958
be0.0639269406392694
uk0.057904411764705885
reliabletrue
passestrue
12
name"Melanie"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
13
name"Hunter"
dialogue"Hold that thought. I have to take this."
detectedLang"en"
heavyLang"en"
scores
en0.8495989304812834
da0.6905089408528199
tl0.6621621621621622
pl0.5370370370370371
hr0.53125
no0.5302713987473904
cs0.5119305856832972
yo0.49888641425389757
sk0.4755244755244755
sl0.4693396226415094
lv0.45121951219512196
lt0.4260204081632653
ca0.38016528925619836
sv0.38016528925619836
sq0.3732590529247911
it0.3382352941176471
ro0.2857142857142857
be0.23728813559322032
tr0.23728813559322032
hu0.22945205479452058
az0.21875
et0.21875
is0.21875
uk0.21875
vi0.21875
reliabletrue
passestrue
14
name"Melanie"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
15
name"Hunter"
dialogue"Hunter here. ... You found what? ... A jacket near the tracks? ... I'm on my way. Don't touch anything."
detectedLang"en"
heavyLang"en"
scores
en0.8260022271714922
tl0.610106051154086
fr0.4747899159663866
sq0.3955512572533849
ca0.3896484375
cs0.3724899598393574
sv0.34895833333333337
yo0.32505399568034554
sk0.31768558951965065
pl0.31015452538631344
ms0.3078626799557032
it0.29775280898876405
no0.2799539170506913
da0.2707117852975496
et0.2577197149643705
nl0.2577197149643705
fi0.2541766109785203
pt0.24516908212560387
hr0.24242424242424243
ro0.24058323207776428
hu0.1997439180537772
de0.19871794871794873
sl0.1925064599483204
tr0.17871222076215507
es0.17437252311756934
hi0.11847672778561354
lt0.11598302687411598
is0.10714285714285714
az0.10071942446043164
eu0.10071942446043164
lv0.10071942446043164
vi0.10071942446043164
reliabletrue
passestrue
16
name"Hunter"
dialogue"Look, I have to go. Don't leave town, okay? We'll figure this language barrier out later."
detectedLang"en"
heavyLang"en"
scores
en0.7977073499662846
tl0.5555555555555556
da0.5492111194590533
no0.4957983193277311
fr0.42857142857142855
pl0.4258373205741627
yo0.42028985507246375
ro0.4140625
de0.39209726443769
ca0.33993399339933994
sv0.3325917686318131
nl0.33035714285714285
hr0.2982456140350877
it0.2982456140350877
cs0.2822966507177033
lt0.27710843373493976
pt0.2736077481840194
sq0.2601726263871763
sk0.2537313432835821
lv0.23566878980891717
eu0.22879177377892032
es0.2052980132450331
is0.19678714859437751
et0.1902834008097166
sl0.1678224687933426
ms0.12663755458515283
hi0.11242603550295857
be0.1044776119402985
tr0.1044776119402985
hu0.10044977511244377
az0.09502262443438914
uk0.09502262443438914
vi0.09502262443438914
reliabletrue
passestrue