Run: 2026-02-08-01KGYY9YXA27EJ1WXNCH0QR3ES

Run Details

Model:
Z.AI GLM 4.5
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
11.4s
Cost:
$0.000930
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="Maria"> Maria is a 30-year old college student on a study abroad program. Born in Spain, she is fluent in Spanish 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 Spanish, 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: Maria 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 Spanish, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Maria and Hunter as a voice sheet: Maria: "..." Hunter: "..."

Model response

AI
``` Maria: [Staring at the digital screen on her camera, flipping through photos] Hunter: [Approaching the table] Excuse me, miss. I'm Detective Hunter. I'm investigating some recent events in town, and I was hoping you might have seen something unusual around here. Maria: [Looking up, startled, with wide eyes] ¿Es usted policía? Vi algo... algo extraño ayer por la noche. Cerca del parque. Hunter: I'm sorry, I don't understand what you're saying. Do you speak English? Maria: [Shaking her head, looking troubled] No hablo inglés. Era un hombre... un hombre grande. Estaba arrastrando algo... algo pesado. Estaba oscuro, pero... asustéme. Hunter: [Leaning in, trying to understand] Ma'am, I need you to speak slowly. Did you see something? A person? An incident? Maria: [Getting more agitated, speaking rapidly in Spanish] No entiende. Debería ir a la policía. ¡Algo malo ha pasado! Vi... vi sangre... creo que era sangre. Hunter: [Holding up a hand, looking frustrated] Just... calm down. I'm with the police. Can you write down what you saw? Or draw it? Maria: [Tears welling in her eyes, voice trembling] No sé si debería decirlo. ¿Y si él me ve? ¿Y si vuelve por mí? Hunter: [Pulling out a card] Take my card. If you remember anything else, have someone who speaks English call me. Please. Maria: [Taking the card reluctantly] Gracias... pero tengo miedo. Hunter: [His phone rings] Excuse me. [He answers] Detective Hunter... Yeah? I'll be right there. [To Maria] I have to go. Please, keep my card. Maria: [Nodding, still looking shaken] Tenga cuidado... por favor. ```
created_at"2026-02-08T15:35:54.55662+00:00" 2/8/2026, 3:35:54 PM
model"z-ai/glm-4.5" 4/5/2001, 12:00:00 AM
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1500
moderation_latency(null)
generation_time11030
tokens_prompt257
tokens_completion400
native_tokens_prompt268
native_tokens_completion409
native_tokens_completion_images0
native_tokens_reasoning0
native_tokens_cached267
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"
usage0.00092977
router(null)
provider_responses
0
id"18385c0e70ca02d88bbf98a349b48a15"
status200
is_byokfalse
latency1500
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-1770564942-bdBzxzlcRrwqu0xmrJHc"
upstream_id"18385c0e70ca02d88bbf98a349b48a15"
total_cost0.00092977
cache_discount0.00013083
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, and I was hoping you might have seen something unusual around here."
detectedLang"en"
heavyLang"en"
scores
en0.8039018503620273
tl0.6403541128734784
ro0.5250852411105699
nl0.5241581259150806
pt0.513715710723192
fr0.5038167938931297
it0.49271592091571276
sv0.4797225186766275
da0.473826227738802
no0.45347533632286996
ca0.4494635798983625
de0.4466515323496027
es0.4261330194231901
sq0.4007375537799632
ms0.38291139240506333
sl0.36357702349869453
cs0.3521594684385382
hr0.32665745856353595
et0.32150313152400833
yo0.30851063829787234
sk0.2696629213483146
pl0.22248803827751198
az0.21370967741935482
lt0.20537897310513448
lv0.19087136929460582
is0.1709183673469388
fi0.12082957619477006
tr0.11684782608695651
be0.06698564593301436
hu0.06429942418426103
uk0.06069364161849711
vi0.06069364161849711
reliabletrue
passestrue
1
name"Maria"
dialogue"¿Es usted policía? Vi algo... algo extraño ayer por la noche. Cerca del parque."
detectedLang"es"
heavyLang"es"
scores
es0.8151408450704225
pt0.6386785960082588
ca0.6255349500713266
it0.5895230648944488
fr0.49078564500484967
ro0.48730468750000006
de0.48122529644268774
no0.4760479041916168
da0.4479495268138801
sv0.43910256410256415
sq0.3558282208588957
en0.34701492537313433
cs0.3119266055045872
eu0.3018617021276596
lv0.284741144414169
sl0.2647058823529412
vi0.2595204513399154
lt0.2532005689900427
hu0.25213675213675213
nl0.24242424242424243
sk0.2369186046511628
tl0.2324561403508772
yo0.14910858995137766
et0.1449511400651466
hr0.1435562805872757
pl0.1435562805872757
fi0.13793103448275862
ms0.13509060955518945
az0.125
tr0.12060301507537688
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm sorry, I don't understand what you're saying. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8075442648190916
no0.51171875
tl0.5112414467253177
da0.5059288537549407
sv0.45711183496199786
cs0.4444444444444444
pl0.40968122786304606
hr0.3983152827918171
sk0.36948297604035313
de0.3464052287581699
pt0.33862433862433866
sq0.3342210386151798
ro0.3206521739130435
it0.3006993006993007
nl0.2625368731563422
vi0.258160237388724
tr0.2537313432835821
yo0.24812030075187969
ca0.2163009404388715
is0.21507064364207218
sl0.1935483870967742
ms0.12587412587412586
be0.12280701754385964
hu0.11816578483245149
az0.11190053285968028
et0.11190053285968028
lt0.11190053285968028
lv0.11190053285968028
uk0.11190053285968028
reliabletrue
passestrue
3
name"Maria"
dialogue"No hablo inglés. Era un hombre... un hombre grande. Estaba arrastrando algo... algo pesado. Estaba oscuro, pero... asustéme."
detectedLang"es"
heavyLang"es"
scores
es0.7776257269928156
pt0.6639089968976215
it0.6418732782369146
ca0.5681063122923589
fr0.48412698412698413
tl0.46546052631578944
sv0.4074749316317229
no0.4025735294117647
en0.38446969696969696
sk0.37739463601532564
ro0.36647173489278756
eu0.3229166666666667
lv0.3143459915611814
da0.26220204313280365
et0.2537313432835821
pl0.2476851851851852
sq0.23439340400471145
ms0.21686746987951808
yo0.21020656136087487
hr0.20537897310513448
tr0.2034313725490196
nl0.18032786885245902
cs0.16452442159383035
sl0.16452442159383035
hu0.13678618857901728
is0.13101604278074866
de0.08321579689703808
lt0.08321579689703808
reliabletrue
passestrue
4
name"Hunter"
dialogue"Ma'am, I need you to speak slowly. Did you see something? A person? An incident?"
detectedLang"en"
heavyLang"en"
scores
en0.7933107854190155
tl0.5895522388059702
ro0.5350803043110736
cs0.5342929720575783
et0.5311167945439046
no0.5250431778929188
da0.5154185022026432
ca0.5128432240921169
sk0.4869402985074627
fr0.47418738049713194
pl0.47368421052631576
hr0.46859903381642515
pt0.46859903381642515
it0.46236559139784944
sq0.461839530332681
de0.4570582428430405
es0.4433198380566802
yo0.4427558257345492
sv0.4393476044852191
lt0.40860215053763443
hu0.38547486033519557
nl0.38478747203579416
sl0.3820224719101124
az0.3799323562570462
lv0.375
ms0.359720605355064
tr0.3413173652694611
is0.3309002433090025
vi0.3055555555555556
eu0.2403314917127072
be0.11290322580645161
fi0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue
5
name"Maria"
dialogue"No entiende. Debería ir a la policía. ¡Algo malo ha pasado! Vi... vi sangre... creo que era sangre."
detectedLang"es"
heavyLang"es"
scores
es0.8071359691417551
ca0.6822033898305085
pt0.6784565916398714
it0.6151379089159718
no0.5921142080217539
fr0.5294117647058824
sv0.5004163197335554
da0.49790794979079495
ro0.48320413436692505
tl0.48186528497409326
lv0.4814174589455489
en0.4485294117647059
lt0.4360902255639098
eu0.4191674733785092
ms0.4088669950738916
sk0.3969849246231156
hr0.39332659251769464
sq0.3877551020408163
sl0.38461538461538464
nl0.3717277486910995
hu0.3704092339979014
pl0.3610223642172524
et0.35553168635875404
cs0.3340732519422864
yo0.32432432432432434
vi0.297423887587822
de0.2966002344665885
fi0.2840095465393795
tr0.2831541218637993
is0.20212765957446807
az0.19463087248322147
reliabletrue
passestrue
6
name"Hunter"
dialogue"Just... calm down. I'm with the police. Can you write down what you saw? Or draw it?"
detectedLang"en"
heavyLang"en"
scores
en0.8147340889276373
tl0.6291448516579408
fr0.4785276073619632
ms0.4429882044560944
et0.3997175141242938
sv0.3876080691642651
ro0.38316400580551524
cs0.3795620437956204
sq0.36661698956780925
sk0.35993975903614456
it0.358974358974359
sl0.3550834597875569
ca0.34715821812596004
no0.30213464696223313
yo0.30098684210526316
lv0.2916666666666667
nl0.2857142857142857
da0.28330522765598654
hr0.28330522765598654
lt0.2722602739726028
az0.26343154246100525
tr0.2595818815331011
eu0.18111753371868977
pl0.17153996101364524
fi0.1650294695481336
de0.15841584158415842
es0.15
hu0.15
pt0.1414141414141414
reliabletrue
passestrue
7
name"Maria"
dialogue"No sé si debería decirlo. ¿Y si él me ve? ¿Y si vuelve por mí?"
detectedLang"es"
heavyLang"es"
scores
es0.815242494226328
ca0.5897435897435898
it0.5889003083247688
pt0.5780590717299579
yo0.5037220843672456
sq0.5024875621890548
no0.46524064171123
sl0.42775393419170243
fr0.4244604316546763
tl0.4227994227994228
en0.42028985507246375
tr0.3957703927492447
cs0.3911719939117199
ro0.375
sk0.3485342019543974
is0.3333333333333333
pl0.3103448275862069
lv0.24670433145009416
hr0.20159680638722555
vi0.19678714859437751
et0.1919191919191919
az0.18032786885245902
ms0.17355371900826447
nl0.17355371900826447
da0.16317991631799164
fi0.15789473684210525
lt0.15254237288135594
reliabletrue
passestrue
8
name"Hunter"
dialogue"Take my card. If you remember anything else, have someone who speaks English call me. Please."
detectedLang"en"
heavyLang"en"
scores
en0.8219056099732859
tl0.5607613469985359
ms0.4041708043694141
da0.3871297242083759
no0.36507936507936506
sv0.3492407809110629
et0.34210526315789475
sl0.3288590604026846
nl0.3103448275862069
sq0.29245283018867924
de0.2753623188405797
sk0.2628992628992629
fr0.24146649810366622
yo0.23954372623574144
es0.23076923076923078
hu0.2277992277992278
ro0.2227979274611399
pt0.21671018276762402
cs0.21465968586387435
is0.20424403183023873
pl0.13294797687861273
it0.11764705882352942
fi0.1111111111111111
hr0.10714285714285714
reliabletrue
passestrue
9
name"Maria"
dialogue"Gracias... pero tengo miedo."
detectedLang"es"
heavyLang"es"
scores
es0.8226950354609929
tl0.4807121661721069
pt0.44620253164556967
eu0.38811188811188807
is0.38596491228070173
ms0.36823104693140796
pl0.36363636363636365
it0.308300395256917
hu0.3055555555555556
reliabletrue
passestrue
10
name"Hunter"
dialogue"Excuse me. Detective Hunter... Yeah? I'll be right there. I have to go. Please, keep my card."
detectedLang"en"
heavyLang"en"
scores
en0.7980477953550993
tl0.6277915632754343
da0.5121951219512195
no0.49022939677145283
sq0.460431654676259
ro0.4550408719346049
yo0.4470046082949309
pl0.4344957587181904
it0.4180407371483996
fr0.4174757281553398
de0.4140625
cs0.3963782696177062
ca0.3858751279426817
sl0.3582887700534759
hr0.3492407809110629
pt0.3485342019543974
sk0.3258426966292135
es0.3181818181818182
lt0.3174061433447099
sv0.3142857142857143
nl0.2762364294330519
lv0.23566878980891717
hu0.23469387755102045
et0.20844327176781002
ms0.19246298788694483
tr0.17695473251028807
fi0.1111111111111111
be0.1044776119402985
az0.09502262443438914
is0.09502262443438914
uk0.09502262443438914
vi0.09502262443438914
reliabletrue
passestrue
11
name"Maria"
dialogue"Tenga cuidado... por favor."
detectedLang"es"
heavyLang"es"
scores
es0.8022598870056498
pt0.7510668563300142
sq0.527027027027027
it0.4712990936555891
ca0.4615384615384615
no0.4496855345911949
is0.38596491228070173
ms0.36823104693140796
hu0.3055555555555556
en0.29149797570850206
fr0.29149797570850206
ro0.29149797570850206
da0.27083333333333337
nl0.27083333333333337
sl0.27083333333333337
sv0.27083333333333337
reliabletrue
passestrue