Run: 2026-02-11-01KH7H3VSZAKJ0KY8GTYN1XT40

Run Details

Model:
Z.AI GLM 5
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
54.9s
Cost:
$0.008634
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: "Estaba tan tranquila... solo quería tomar fotos de los manzanos. No entiendo por qué la gente tiene que ser así." Hunter: "Excuse me, miss? I'm Detective Hunter. I'm investigating the incident at the orchard last night. Mind if I ask you a few questions?" Maria: "¿Perdón? No entiendo... ¿Incidente? No hablo inglés, lo siento." Hunter: "English? Do you speak English? I need to know if you saw anyone near the north entrance of the festival grounds yesterday evening." Maria: "¿Qué dice? Por favor, no comprendo... Ayer estuve allí, sí. Vi cosas extrañas... sombras que no deberían estar ahí. Estoy muy asustada." Hunter: (Sighs and rubs his neck) "Look, I don't speak Spanish. I'm assuming you were at the festival. Did you see anything? Anything at all?" Maria: (Her hands tremble as she grips her camera) "La cámara... lo capturé todo aquí. Pero no sé cómo decírselo. Había un hombre, muy alto, y luego... desapareció. ¡Fue como magia negra!" Hunter: (Noticing her trembling hands and pointing at the camera) "Camera? Did you take pictures? Can I see?" Maria: (She nods frantically and turns the LCD screen toward him, speaking rapidly) "¡Mire! ¡Mire aquí! Esta es la prueba. El hombre de la chaqueta oscura. Él... él tomó a la mujer. ¡Desaparecieron entre los árboles!" Hunter: (Staring blankly at the screen, then at her face) "I can't understand a word you're saying, miss. You look shaken up. Are you okay? Do you need a doctor?" Maria: "¡No! ¡No médico! ¡Policía! ¡Usted es policía, verdad? ¡Mire la foto! ¡La hora está marcada! ¡Fueron las ocho y media!" Hunter: "Police? Yes. Detective. But we're getting nowhere fast. I need a translator." (Sound of a cell phone ringing sharply) Hunter: (Holding up a finger) "Hold on. ... Hunter here. ... What? ... You found the jacket? ... I'm on my way." Maria: "¿Qué pasa? ¿Se va? ¡Espere! ¡Las fotos son importantes!" Hunter: "I have to go. Stay here. Don't leave town. I'll find someone who speaks Spanish. Stay here. Okay?" Maria: (Looking lost and desperate) "¿Se va? ¡No entiendo! ¡Por favor, mire las fotos!" Hunter: (Backing away) "Just... stay. I'll be back."
created_at"2026-02-11T23:39:16.931488+00:00" 2/11/2026, 11:39:16 PM
model"z-ai/glm-5-20260211"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency810
moderation_latency(null)
generation_time54794
tokens_prompt317
tokens_completion2595
native_tokens_prompt263
native_tokens_completion2616
native_tokens_completion_images(null)
native_tokens_reasoning1996
native_tokens_cached0
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"
usage0.0086342
router(null)
provider_responses
0
id"8a6d4f3482d35bfc618272a4b0e5bf16"
status200
is_byokfalse
latency810
endpoint_id"898a8e6d-04a4-48c0-8457-36690a68782b"
provider_name"Novita"
model_permaslug"z-ai/glm-5-20260211"
api_type"completions"
id"gen-1770853101-X1UxUNaRdA0Ext6FFcTt"
upstream_id"8a6d4f3482d35bfc618272a4b0e5bf16"
total_cost0.0086342
cache_discount(null)
upstream_inference_cost0
provider_name"Novita"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Maria"
dialogue"Estaba tan tranquila... solo quería tomar fotos de los manzanos. No entiendo por qué la gente tiene que ser así."
detectedLang"es"
heavyLang"es"
scores
es0.813476334809979
pt0.7132616487455197
ca0.65650493774152
it0.5949367088607594
fr0.5637949836423118
no0.4601889338731444
ro0.4378074490513001
nl0.4306049822064057
tl0.4065281899109792
en0.3850883935434281
da0.38223938223938225
sv0.38223938223938225
sq0.3803253292021689
lv0.35012185215272135
de0.3464052287581699
yo0.30374238468233244
eu0.2907801418439716
tr0.28507596067917784
pl0.27007299270072993
sk0.26806953339432754
hr0.22405431619786614
ms0.21104536489151873
lt0.2079207920792079
et0.1991991991991992
az0.18450560652395515
vi0.17695473251028807
fi0.17269906928645296
cs0.13606911447084233
sl0.13606911447084233
hu0.10813823857302118
is0.08779931584948689
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss? I'm Detective Hunter. I'm investigating the incident at the orchard last night. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7933884297520661
tl0.6868091378039795
fr0.635036496350365
no0.5833333333333334
it0.5743615423134703
ro0.5577523413111343
nl0.5563674321503131
pt0.555671719811814
ca0.5447241564006428
da0.5283018867924528
sq0.49101796407185627
sv0.47884733292458614
es0.4775660725261217
de0.4572158365261813
et0.4310575635876841
cs0.43067649028801075
hr0.4060097833682739
sl0.3967352732434351
sk0.3555724033358605
ms0.34006211180124224
az0.3178170144462279
yo0.3128536782538399
hu0.30327868852459017
lt0.2796610169491525
pl0.26151172893136404
is0.24511545293072823
tr0.19507575757575757
lv0.19278252611585947
fi0.18815663801337154
vi0.1353001017293998
be0.07608695652173912
eu0.07608695652173912
uk0.06900328587075576
reliabletrue
passestrue
2
name"Maria"
dialogue"¿Perdón? No entiendo... ¿Incidente? No hablo inglés, lo siento."
detectedLang"es"
heavyLang"es"
scores
es0.8079692750840134
pt0.7153024911032029
it0.6927803379416283
ca0.6051332675222113
fr0.5833333333333334
tl0.47019867549668876
lt0.4673768308921438
en0.4557823129251701
sk0.4482758620689655
nl0.4269340974212034
ro0.38366718027734975
no0.37888198757763975
sq0.35064935064935066
et0.3474714518760196
tr0.29328621908127206
hr0.2857142857142857
cs0.2766726943942134
da0.25512104283054005
de0.25512104283054005
yo0.25512104283054005
lv0.24670433145009416
sl0.2438563327032136
hu0.2047713717693837
ms0.20318725099601595
fi0.18533604887983707
vi0.18533604887983707
eu0.16317991631799164
pl0.15789473684210525
az0.14893617021276595
reliabletrue
passestrue
3
name"Hunter"
dialogue"English? Do you speak English? I need to know if you saw anyone near the north entrance of the festival grounds yesterday evening."
detectedLang"en"
heavyLang"en"
scores
en0.8114097123998114
tl0.6474217717055972
no0.5647442872687704
da0.51338199513382
nl0.497171590194846
sv0.49653870358716173
pt0.47299077733860345
hr0.46914399469143997
cs0.4670219853431046
fr0.4550408719346049
sk0.4248741912293314
yo0.4207096307023896
it0.41133186166298746
es0.40119760479041916
sq0.3930197268588771
sl0.3803253292021689
ca0.37057435090479934
pl0.3685872138910813
ms0.34906427990235966
ro0.3144815766923736
de0.30855661192739847
et0.28825622775800713
lt0.26806953339432754
is0.24670433145009416
lv0.2366412213740458
az0.18450560652395515
vi0.17864476386036962
hu0.14346895074946467
be0.08045977011494253
tr0.08045977011494253
fi0.07300115874855156
uk0.07300115874855156
reliabletrue
passestrue
4
name"Maria"
dialogue"¿Qué dice? Por favor, no comprendo... Ayer estuve allí, sí. Vi cosas extrañas... sombras que no deberían estar ahí. Estoy muy asustada."
detectedLang"es"
heavyLang"es"
scores
es0.8048568950563747
pt0.6723698580269385
ca0.6290189612530915
it0.43467336683417085
fr0.39597315436241615
en0.34545454545454546
no0.3298585256887565
sv0.3288590604026846
tl0.26168990976210005
et0.2493744787322769
ro0.22813036020583194
nl0.20913884007029876
de0.1985752448797863
da0.18699186991869918
sq0.1780821917808219
hr0.172033118675253
sk0.15730337078651685
sl0.15492957746478872
tr0.15413533834586465
yo0.1412213740458015
lv0.1270611057225994
eu0.11154985192497532
vi0.09999999999999999
is0.0872210953346856
lt0.0872210953346856
pl0.07692307692307693
cs0.07120743034055728
reliabletrue
passestrue
5
name"Hunter"
dialogue"Look, I don't speak Spanish. I'm assuming you were at the festival. Did you see anything? Anything at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8116902681530582
tl0.6151477832512314
no0.5665742024965326
da0.5397643593519882
sq0.48728465955701394
et0.46717817561807334
sv0.4374437443744375
it0.42974452554744524
nl0.41479400749063666
fr0.40870387890255444
ca0.40191387559808617
cs0.3718592964824121
hr0.35233160621761656
ms0.34895833333333337
de0.32578209277238407
pt0.3228602383531961
ro0.3154435925520263
hu0.24698795180722888
yo0.2368742368742369
sk0.2331288343558282
lt0.23218673218673216
pl0.23218673218673216
sl0.23029556650246305
es0.2264851485148515
az0.22456575682382132
lv0.1677762982689747
be0.10071942446043164
tr0.10071942446043164
fi0.09156976744186046
is0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
6
name"Maria"
dialogue"La cámara... lo capturé todo aquí. Pero no sé cómo decírselo. Había un hombre, muy alto, y luego... desapareció. ¡Fue como magia negra!"
detectedLang"es"
heavyLang"es"
scores
es0.8073803730738037
ca0.6067880794701986
pt0.5566962202519833
it0.4965553789083201
fr0.4571428571428572
tl0.4224924012158055
ro0.37582128777923784
yo0.3070751276440554
lv0.28785607196401797
en0.2566510172143975
vi0.223221586263287
sk0.2070116861435726
tr0.2030201342281879
is0.181739879414298
sq0.17606244579358196
no0.16003536693191867
pl0.1592920353982301
hr0.09609895337773548
hu0.09437559580552907
eu0.08829174664107485
ms0.07497565725413825
cs0.06953966699314398
reliabletrue
passestrue
7
name"Hunter"
dialogue"Camera? Did you take pictures? Can I see?"
detectedLang"en"
heavyLang"en"
scores
en0.7983870967741935
ca0.6391076115485563
tl0.6232876712328766
ro0.5925925925925926
et0.5462046204620462
sv0.5149911816578483
it0.49817518248175185
fr0.49355432780847147
no0.4410569105691057
da0.434156378600823
cs0.39956331877729256
nl0.34988179669030733
tr0.3483412322274882
lv0.34679334916864607
de0.3436754176610978
az0.3373493975903614
hr0.3357487922705314
sq0.3276283618581907
pl0.314214463840399
es0.2647058823529412
yo0.2403314917127072
sl0.22096317280453256
ms0.207492795389049
sk0.207492795389049
be0.20289855072463767
hu0.19590643274853803
is0.1863905325443787
lt0.1863905325443787
uk0.1863905325443787
vi0.1863905325443787
reliabletrue
passestrue
8
name"Maria"
dialogue"¡Mire! ¡Mire aquí! Esta es la prueba. El hombre de la chaqueta oscura. Él... él tomó a la mujer. ¡Desaparecieron entre los árboles!"
detectedLang"es"
heavyLang"es"
scores
es0.7993863582723625
ca0.695994277539342
fr0.5454545454545454
pt0.5454545454545454
it0.4730316181029139
ro0.4476933073424302
hu0.3609022556390977
en0.33800623052959505
tl0.3285939968404423
sq0.3172690763052209
sk0.3167202572347267
de0.2946058091286307
ms0.2735042735042735
yo0.26406926406926406
lv0.23835125448028674
no0.2362982929020665
tr0.22867513611615245
eu0.2144177449168207
nl0.20782851817334574
cs0.20560747663551404
da0.1834774255523535
sv0.17234664070107109
lt0.16911045943304007
vi0.1533864541832669
fi0.1414141414141414
az0.1353001017293998
hr0.11642411642411642
pl0.1099476439790576
sl0.09574468085106383
is0.08108108108108109
et0.06900328587075576
reliabletrue
passestrue
9
name"Hunter"
dialogue"I can't understand a word you're saying, miss. You look shaken up. Are you okay? Do you need a doctor?"
detectedLang"en"
heavyLang"en"
scores
en0.8101866497943689
tl0.5967741935483871
ro0.5090016366612111
no0.5041322314049587
da0.49281487743026203
cs0.469964664310954
nl0.4685562444641275
sv0.45404913557779797
pl0.4296577946768061
sk0.41348973607038125
ca0.38524590163934425
pt0.38524590163934425
hr0.38208032955715754
yo0.3717277486910995
sq0.34994582881906827
es0.3413830954994512
et0.3063583815028902
de0.3023255813953488
tr0.29161747343565525
vi0.2890995260663507
it0.2857142857142857
hu0.2709599027946537
is0.26108374384236455
sl0.25925925925925924
fr0.24433249370277077
lt0.19463087248322147
az0.18144611186903137
lv0.18144611186903137
be0.1044776119402985
eu0.1044776119402985
fi0.09502262443438914
ms0.09502262443438914
uk0.09502262443438914
reliabletrue
passestrue
10
name"Maria"
dialogue"¡No! ¡No médico! ¡Policía! ¡Usted es policía, verdad? ¡Mire la foto! ¡La hora está marcada! ¡Fueron las ocho y media!"
detectedLang"es"
heavyLang"es"
scores
es0.8098859315589354
ca0.660574412532637
pt0.6571729957805907
it0.5373665480427047
no0.5015337423312883
sk0.482484076433121
tl0.482484076433121
ro0.4766505636070853
de0.46013289036544847
pl0.44961896697713805
sq0.44961896697713805
fr0.4491525423728813
en0.4406196213425129
da0.4222222222222222
lv0.421193232413179
cs0.41546762589928055
nl0.4074749316317229
hr0.3319630010277493
sl0.3179433368310598
tr0.3179433368310598
eu0.3114406779661017
az0.30703624733475476
fi0.3062966915688367
sv0.2988133764832794
et0.2934782608695652
hu0.2793791574279379
lt0.27616926503340755
ms0.2605233219567691
vi0.21875
yo0.19950738916256158
reliabletrue
passestrue
11
name"Hunter"
dialogue"Police? Yes. Detective. But we're getting nowhere fast. I need a translator."
detectedLang"en"
heavyLang"en"
scores
en0.7995991983967936
ro0.6389891696750902
tl0.6355685131195336
it0.6180290297937356
no0.5755517826825127
hr0.5751911639762107
sv0.5648389904264578
fr0.5614035087719298
de0.5515695067264574
sq0.5479204339963833
ca0.5458673932788375
da0.54337899543379
pt0.5404411764705882
cs0.5238095238095238
et0.48665297741273095
nl0.4845360824742268
es0.4802494802494803
pl0.4769874476987448
sl0.4675186368477103
sk0.4577006507592191
ms0.41588785046728977
lt0.37421777221526903
hu0.3734335839598998
lv0.3662864385297845
tr0.36061381074168797
az0.34810951760104303
eu0.3160054719562244
vi0.3065187239944522
is0.29873772791023845
yo0.2917847025495751
fi0.22720247295208654
be0.12280701754385964
uk0.11190053285968028
reliabletrue
passestrue
12
name"Hunter"
dialogue"Hold on. ... Hunter here. ... What? ... You found the jacket? ... I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.830163043478261
tl0.6840775063184499
da0.4204018547140649
sv0.4204018547140649
fr0.4085173501577287
cs0.3892508143322475
sq0.3872549019607844
yo0.3267504488330341
pl0.3194192377495462
no0.31569343065693434
sk0.30037313432835816
ca0.2964352720450282
et0.29111531190926276
fi0.2857142857142857
nl0.2816091954022989
ms0.267578125
de0.19006479481641467
hr0.19006479481641467
hi0.1830065359477124
it0.14383561643835618
pt0.14383561643835618
ro0.1359447004608295
sl0.1359447004608295
tr0.1359447004608295
reliabletrue
passestrue
13
name"Maria"
dialogue"¿Qué pasa? ¿Se va? ¡Espere! ¡Las fotos son importantes!"
detectedLang"es"
heavyLang"es"
scores
es0.8032602585722316
ca0.7237569060773481
fr0.6948561464690497
pt0.6929824561403509
it0.6624879459980714
ro0.651394422310757
tl0.5198902606310014
da0.513212795549374
no0.49640287769784175
en0.494949494949495
sv0.44178628389154706
tr0.42434210526315785
sq0.40878378378378377
eu0.3902439024390244
cs0.3670886075949367
hr0.36363636363636365
de0.36247723132969034
nl0.36247723132969034
sl0.36247723132969034
yo0.35779816513761464
fi0.33962264150943394
az0.325626204238921
lt0.29006085192697767
lv0.2768595041322314
sk0.1606714628297362
et0.15254237288135594
pl0.14425427872860636
reliabletrue
passestrue
14
name"Hunter"
dialogue"I have to go. Stay here. Don't leave town. I'll find someone who speaks Spanish. Stay here. Okay?"
detectedLang"en"
heavyLang"en"
scores
en0.8088824171823809
da0.5165745856353591
tl0.4587628865979381
pl0.41275167785234906
no0.38882421420256114
sq0.37425506555423127
yo0.3644067796610169
hr0.3269230769230769
cs0.3101182654402102
sv0.29340511440107675
sk0.279835390946502
et0.2778541953232462
lv0.2605633802816902
ro0.2446043165467626
lt0.24132947976878616
ca0.2081447963800905
hu0.2081447963800905
sl0.1873065015479876
it0.1796875
de0.14075286415711946
nl0.13223140495867766
es0.12935323383084577
pt0.12935323383084577
be0.11764705882352942
tr0.11764705882352942
az0.10714285714285714
is0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
15
name"Maria"
dialogue"¿Se va? ¡No entiendo! ¡Por favor, mire las fotos!"
detectedLang"es"
heavyLang"es"
scores
es0.7997535428219347
pt0.7357723577235772
ca0.7191011235955056
it0.6207701283547258
fr0.618096357226792
sq0.59375
ro0.544179523141655
en0.5098039215686274
hr0.48083067092651754
no0.4766505636070853
nl0.459234608985025
lv0.4491525423728813
sl0.44821731748726656
da0.3992606284658041
sv0.3925233644859813
cs0.38446969696969696
fi0.3725868725868726
sk0.3271221532091097
tl0.3271221532091097
tr0.3271221532091097
lt0.3055555555555556
et0.3010752688172043
de0.2919389978213508
pl0.2919389978213508
yo0.2476851851851852
az0.15364583333333331
reliabletrue
passestrue
16
name"Hunter"
dialogue"Just... stay. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.7974068071312804
hu0.4834710743801653
lt0.47257383966244726
yo0.46808510638297873
et0.44933920704845814
sv0.44933920704845814
tl0.4444444444444444
ca0.3811881188118812
reliabletrue
passestrue