Run: 2026-09-03-01M1KRX3HTXVM1YG8EPC9CHVW5

Run Details

Model:
Muse Glimmer 30B (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
21.0s
Cost:
$0.001424
Provider:
Phala

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: "No, por favor... no quiero hablar de eso." Hunter: "Ma'am, I'm Detective Hunter with Alborn PD. I'm talking to everyone about the disappearances. Did you see anything near Miller's Orchard last night?" Maria: "Vi luces. En el bosque, detrás del festival. No eran linternas. Y luego... alguien gritando. No, no, no puedo..." Hunter: "I'm sorry, I don't understand. Can you speak English?" Maria: "¡No! No entiendo... mi cámara... la dejé allí. Vi a una chica con una bufanda roja. Ella... ella desapareció." Hunter: "Who disappeared? Slow down. Can you tell me her name?" Maria: "No sé su nombre. Solo la vi una vez. Estaba asustada, miraba hacia la carretera. Por favor, no me mire así. No quiero problemas." Hunter: "I don't want you to have problems. I'm just trying to help. Did you take a photo?" Maria: "Sí. Sí, tengo una foto. Pero está borrosa, no sirve... Dios mío, ¿por qué sigue pasando?" Hunter: "Listen to me. You're shaking. Are you okay? Where are you staying?" Maria: "Estoy en el dormitorio... no, no puedo volver sola. Tengo miedo. Por favor, alguien debe hacer algo." Hunter: "I will. I need you to come down to the station and show me that photo." Maria: "¡No puedo! No hablo inglés y... y no entiendo... ¡Ayúdeme!" Hunter: "Hold on. Just... stay here. Okay? I'll get an interpreter." Maria: "..." Hunter: "Hey. Hey, I'm not going to hurt you. I just need—" Maria: "¡No entiendo lo que dice! ¡Por favor!" Hunter: "Right. Okay. Okay. I'll be back." Maria: "No se vaya. Por favor, no se vaya." Hunter: "I have to. My phone. One sec." Maria: "¿Qué? ¿Qué pasa?" Hunter: "Sorry ma'am. I just got a call. I have to go. Please don't leave town. Detective Hunter. Alborn PD. I'll find someone who speaks Spanish."
created_at"2026-09-03T13:56:30.926Z" 9/3/2026, 1:56:30 PM
model"meta/muse-glimmer-30b-20260810"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency446
moderation_latency(null)
generation_time20911
tokens_prompt304
tokens_completion1456
native_tokens_prompt286
native_tokens_completion1284
native_tokens_completion_images(null)
native_tokens_reasoning805
native_tokens_cached285
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"
service_tier(null)
usage0.0014241
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443790-ang6M3OumFCLAsiTKsnQ"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443790-SrpAIuPzqSZp7vSUrCNO"
upstream_id"req_d2ece0cec81cf0241ac0011b71b6a61a"
provider_responses
0
endpoint_id"6244f10e-1e45-488b-a47f-f575e0edd12b"
id"req_d2ece0cec81cf0241ac0011b71b6a61a"
is_byokfalse
latency387
model_permaslug"meta/muse-glimmer-30b-20260810"
provider_name"Phala"
status200
total_cost0.0014241
cache_discount0.0000741
upstream_inference_cost0
provider_name"Phala"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Maria"
dialogue"No, por favor... no quiero hablar de eso."
detectedLang"es"
heavyLang"es"
scores
es0.8316498316498316
pt0.6998799519807923
ca0.636098981077147
it0.5551601423487544
no0.5201535508637236
sq0.5078740157480316
en0.4887525562372188
fr0.4703389830508474
ro0.4692144373673036
nl0.4658119658119659
az0.43946188340807174
yo0.4369369369369369
tr0.42660550458715596
da0.423963133640553
sv0.4172494172494172
pl0.39320388349514557
tl0.38271604938271603
sl0.36224489795918363
lv0.3438320209973753
hr0.2877492877492877
hu0.2795389048991354
sk0.2668621700879765
eu0.21875
de0.21135646687697163
ms0.20127795527156547
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am, I'm Detective Hunter with Alborn PD. I'm talking to everyone about the disappearances. Did you see anything near Miller's Orchard last night?"
detectedLang"en"
heavyLang"en"
scores
en0.7906026557711952
tl0.5885186672019269
fr0.4846656611362493
no0.3984741784037559
nl0.36453812771233723
da0.32786885245901637
it0.3261012491781723
ca0.3202917771883289
de0.3202917771883289
pt0.31208053691275167
ro0.2862116991643454
ms0.2761299435028249
es0.25616835994194487
et0.25182481751824815
sq0.24354243542435425
yo0.236783320923306
sv0.21815408085430968
cs0.21516079632465546
sl0.19418238993710693
lv0.16052416052416052
hr0.15149006622516556
is0.13429054054054054
tr0.120926243567753
pl0.11637931034482758
sk0.11408815903197926
lt0.0921169176262179
ja0.08888888888888889
az0.07989228007181329
hu0.07989228007181329
fi0.06818181818181819
reliabletrue
passestrue
2
name"Maria"
dialogue"Vi luces. En el bosque, detrás del festival. No eran linternas. Y luego... alguien gritando. No, no, no puedo..."
detectedLang"es"
heavyLang"es"
scores
es0.7802197802197802
ca0.5716034271725826
pt0.5466321243523317
it0.5348837209302325
no0.5314591700133868
sv0.5298858294157152
da0.48867786705624544
fr0.4479495268138801
en0.4345718901453958
nl0.3721973094170404
sl0.33962264150943394
tl0.33078393881453155
ro0.32627526467757456
hr0.3013972055888224
hu0.2985971943887776
ms0.2677824267782427
fi0.2647058823529412
pl0.2576882290562036
et0.24242424242424243
de0.23413566739606126
sk0.2299229922992299
is0.2248062015503876
tr0.22048997772828507
vi0.22048997772828507
lv0.21700223713646533
az0.21082299887260428
cs0.21082299887260428
sq0.1566265060240964
lt0.15254237288135594
eu0.0967741935483871
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry, I don't understand. Can you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8019017432646592
no0.5828698553948832
da0.5772266065388951
tl0.5300751879699248
sv0.5288944723618091
cs0.41588785046728977
de0.4140625
ro0.3862520458265139
ca0.3644067796610169
it0.3644067796610169
hr0.36006825938566556
pl0.35233160621761656
nl0.3218806509945751
sk0.30037313432835816
tr0.2816091954022989
az0.27184466019417475
is0.267578125
sq0.2632612966601179
pt0.21052631578947367
yo0.1883116883116883
ms0.1610738255033557
be0.15730337078651685
hu0.1515837104072398
et0.14383561643835618
lt0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
vi0.14383561643835618
reliabletrue
passestrue
4
name"Maria"
dialogue"¡No! No entiendo... mi cámara... la dejé allí. Vi a una chica con una bufanda roja. Ella... ella desapareció."
detectedLang"es"
heavyLang"es"
scores
es0.791800128122998
ca0.6770988574267263
it0.6135552913198573
pt0.5814552479072762
fr0.4745351657235246
en0.4650205761316873
ro0.45515507124895216
tl0.4362532523850824
tr0.417562724014337
sk0.4080145719489982
no0.4036697247706422
vi0.37198067632850246
hr0.35000000000000003
hu0.34343434343434337
yo0.3150684931506849
sv0.2864983534577387
lv0.2857142857142857
pl0.28414096916299564
eu0.2630385487528345
cs0.2476851851851852
da0.2476851851851852
ms0.2459396751740139
sq0.24330616996507565
et0.23798358733880423
sl0.21875
az0.19950738916256158
is0.19454770755885997
fi0.19154228855721395
lt0.18648310387984982
nl0.18444165621079048
de0.09344490934449094
reliabletrue
passestrue
5
name"Hunter"
dialogue"Who disappeared? Slow down. Can you tell me her name?"
detectedLang"en"
heavyLang"en"
scores
en0.7975077881619937
nl0.45101351351351354
no0.38679245283018865
tr0.38330170777988615
ms0.358974358974359
fr0.34077079107505076
it0.3394308943089431
sq0.3128964059196617
eu0.2995689655172413
da0.27293064876957496
es0.2388758782201405
et0.2261904761904762
pt0.21307506053268765
sl0.21307506053268765
cs0.1935483870967742
de0.1935483870967742
tl0.1935483870967742
az0.19154228855721395
ca0.19154228855721395
fi0.1875
reliabletrue
passestrue
6
name"Maria"
dialogue"No sé su nombre. Solo la vi una vez. Estaba asustada, miraba hacia la carretera. Por favor, no me mire así. No quiero problemas."
detectedLang"es"
heavyLang"es"
scores
es0.802158273381295
ca0.663677130044843
it0.6537977339488039
pt0.629878869448183
fr0.5042067307692308
no0.472168905950096
sq0.4701348747591522
en0.4140625
ro0.40647482014388486
sv0.38016528925619836
tl0.3773584905660377
et0.3697478991596639
hr0.3599689681923972
tr0.35546874999999994
sl0.3405275779376499
sk0.3248772504091653
yo0.31077694235588976
nl0.30438448566610454
lt0.29906542056074764
da0.2972742759795571
ms0.28756476683937826
pl0.2673179396092362
lv0.2600896860986547
de0.25742574257425743
az0.2224316682375118
eu0.21577946768060838
vi0.1823587710604559
hu0.15297741273100618
cs0.14596273291925466
is0.12974683544303797
fi0.08333333333333334
reliabletrue
passestrue
7
name"Hunter"
dialogue"I don't want you to have problems. I'm just trying to help. Did you take a photo?"
detectedLang"en"
heavyLang"en"
scores
en0.8228834573149132
tl0.588477366255144
cs0.574468085106383
da0.5471014492753623
hr0.5044598612487611
pl0.5024875621890548
ca0.49647532729103727
sk0.4845360824742268
no0.47589098532494756
fr0.4669509594882729
sv0.4669509594882729
sl0.453551912568306
lt0.4375703037120359
ro0.4375703037120359
it0.43630214205186024
yo0.40688018979833923
nl0.4033412887828162
sq0.40191387559808617
lv0.39759036144578314
et0.375
az0.36386768447837153
hu0.36386768447837153
pt0.36224489795918363
es0.3597951344430218
tr0.3531694695989651
de0.2877492877492877
is0.2163009404388715
vi0.21011058451816747
hi0.1334488734835355
be0.12280701754385964
eu0.12280701754385964
fi0.11190053285968028
ms0.11190053285968028
uk0.11190053285968028
reliabletrue
passestrue
8
name"Maria"
dialogue"Sí. Sí, tengo una foto. Pero está borrosa, no sirve... Dios mío, ¿por qué sigue pasando?"
detectedLang"es"
heavyLang"es"
scores
es0.8064159292035398
pt0.6087928464977646
ca0.5588235294117647
tl0.5358090185676392
it0.5240253853127833
eu0.38596491228070173
ro0.37869822485207094
sq0.36286407766990286
lv0.36053593179049936
hr0.32605905006418484
sk0.31640625
is0.2866847826086956
pl0.284741144414169
ms0.27486187845303867
no0.25426136363636365
yo0.21991084695393756
cs0.21758569299552907
lt0.1873065015479876
en0.16534181240063595
fr0.16
tr0.1435562805872757
hu0.12790697674418602
sl0.12790697674418602
da0.11764705882352942
de0.10714285714285714
nl0.10714285714285714
et0.10102739726027396
reliabletrue
passestrue
9
name"Hunter"
dialogue"Listen to me. You're shaking. Are you okay? Where are you staying?"
detectedLang"en"
heavyLang"en"
scores
en0.8077908764736033
tl0.6309055118110236
no0.5530393325387366
de0.47844228094575797
nl0.4460856720827179
sq0.43524096385542166
da0.423963133640553
cs0.4204018547140649
sl0.416796267496112
fi0.41222570532915365
sv0.3862520458265139
fr0.375
pt0.3718592964824121
ro0.36006825938566556
lv0.3567753001715266
pl0.35008665511265163
hr0.33745583038869253
sk0.33745583038869253
es0.3055555555555556
is0.2732558139534884
it0.2704280155642024
yo0.267578125
eu0.2378048780487805
lt0.21711899791231734
et0.20212765957446807
ms0.1830065359477124
hu0.1758241758241758
tr0.1515837104072398
reliabletrue
passestrue
10
name"Maria"
dialogue"Estoy en el dormitorio... no, no puedo volver sola. Tengo miedo. Por favor, alguien debe hacer algo."
detectedLang"es"
heavyLang"es"
scores
es0.8104956268221575
pt0.5977722772277227
ca0.5511049723756907
it0.4031221303948576
fr0.3285123966942149
sv0.32502596053997923
no0.31650893796004204
is0.27293064876957496
nl0.2511520737327189
da0.24681344148319811
hu0.23708920187793428
tr0.23349056603773585
sq0.23076923076923078
hr0.22985781990521328
ro0.2243436754176611
eu0.22248803827751198
et0.21592279855247284
en0.21307506053268765
tl0.19454770755885997
sl0.17721518987341772
lv0.1677336747759283
ms0.1356382978723404
sk0.12280701754385964
fi0.11444141689373298
pl0.10344827586206896
reliabletrue
passestrue
11
name"Hunter"
dialogue"I will. I need you to come down to the station and show me that photo."
detectedLang"en"
heavyLang"en"
scores
en0.8372660699755899
tl0.7146932952924394
no0.5987963891675026
yo0.5943204868154158
fr0.588053553038105
da0.5589856670341786
cs0.5375722543352601
it0.5348837209302325
sq0.5163240628778718
sv0.4981179422835634
nl0.494949494949495
et0.4708994708994709
pl0.44751381215469616
hr0.4428969359331476
de0.4244604316546763
sl0.40476190476190477
sk0.39668174962292607
lv0.38271604938271603
lt0.37694704049844235
ms0.355877616747182
ro0.2945326278659612
pt0.2920353982300885
fi0.28186714542190305
ca0.25650557620817843
tr0.2438563327032136
az0.23954372623574144
es0.20318725099601595
hi0.16142557651991615
zh0.16142557651991615
be0.14893617021276595
hu0.14346895074946467
is0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
12
name"Maria"
dialogue"¡No puedo! No hablo inglés y... y no entiendo... ¡Ayúdeme!"
detectedLang"es"
heavyLang"es"
scores
es0.7823383084577115
pt0.5478036175710594
fr0.5028409090909091
ca0.4590417310664606
it0.43910256410256415
tr0.42052980132450335
en0.35779816513761464
pl0.33962264150943394
sk0.3383742911153119
et0.3055555555555556
lv0.2723492723492723
hu0.2273730684326711
hr0.22394678492239467
vi0.21875
no0.21700223713646533
fi0.20634920634920634
cs0.2009132420091324
tl0.18604651162790697
nl0.18032786885245902
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hold on. Just... stay here. Okay? I'll get an interpreter."
detectedLang"en"
heavyLang"en"
scores
en0.7695035460992908
de0.5817245817245817
ca0.5672436750998668
fr0.5584239130434783
et0.5435393258426966
sq0.49139280125195617
es0.48412698412698413
tr0.4628099173553719
da0.4610281923714759
sv0.4574290484140233
ro0.4500846023688663
tl0.4500846023688663
pt0.4133574007220217
ms0.4014732965009208
sk0.4003690036900369
eu0.36399217221135033
no0.35000000000000003
vi0.3460764587525151
hr0.344758064516129
yo0.34210526315789475
nl0.34077079107505076
it0.3394308943089431
pl0.3380855397148676
hu0.32432432432432434
cs0.3186582809224318
fi0.3157894736842105
sl0.30257510729613735
is0.23529411764705882
lv0.20924574209245742
hi0.20537897310513448
lt0.19154228855721395
az0.1709183673469388
reliabletrue
passestrue
14
name"Maria"
dialogue"..."
detectedLang""
heavyLang""
scores
reliablefalse
passestrue
15
name"Hunter"
dialogue"Hey. Hey, I'm not going to hurt you. I just need—"
detectedLang"en"
heavyLang"en"
scores
en0.8079608938547486
tl0.5370370370370371
cs0.533106960950764
et0.5250431778929188
pl0.4869402985074627
hr0.4811320754716981
no0.48015122873345933
da0.46911196911196906
sv0.46601941747572817
yo0.44889779559118237
ca0.4387755102040817
sk0.4258872651356994
lv0.40217391304347827
lt0.3778280542986425
tr0.34988179669030733
sq0.3276283618581907
sl0.3055555555555556
it0.2948717948717949
ro0.24657534246575344
be0.20289855072463767
hu0.19590643274853803
az0.1863905325443787
is0.1863905325443787
uk0.1863905325443787
vi0.1863905325443787
reliabletrue
passestrue
16
name"Maria"
dialogue"¡No entiendo lo que dice! ¡Por favor!"
detectedLang"es"
heavyLang"es"
scores
es0.8284145504461222
pt0.782419495213229
ca0.7184684684684685
it0.6753246753246753
fr0.6044303797468354
en0.5164410058027079
sq0.43820224719101125
no0.39320388349514557
nl0.36224489795918363
yo0.3540051679586563
lv0.3438320209973753
hr0.2877492877492877
fi0.2668621700879765
sk0.2668621700879765
vi0.2668621700879765
tr0.26035502958579887
tl0.24242424242424243
et0.23547400611620795
pl0.23076923076923078
ro0.22360248447204967
da0.20634920634920634
sl0.20634920634920634
sv0.20634920634920634
reliabletrue
passestrue
17
name"Hunter"
dialogue"Right. Okay. Okay. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.7803806734992679
tl0.7302158273381295
yo0.5508982035928144
hu0.43820224719101125
lt0.42748091603053434
da0.33035714285714285
de0.33035714285714285
fr0.33035714285714285
no0.33035714285714285
reliabletrue
passestrue
18
name"Maria"
dialogue"No se vaya. Por favor, no se vaya."
detectedLang"es"
heavyLang"es"
scores
es0.820574162679426
pt0.786628733997155
ca0.7175141242937854
sq0.6717724288840263
it0.6296296296296297
no0.6124031007751938
hr0.609375
sl0.5677233429394812
ro0.5614035087719298
fr0.5468277945619335
en0.5398773006134969
da0.511400651465798
sv0.5016611295681063
cs0.4755244755244755
lv0.46619217081850534
yo0.4163424124513619
fi0.40476190476190477
sk0.3775933609958506
tr0.3697478991596639
tl0.34782608695652173
pl0.3333333333333333
nl0.3023255813953488
reliabletrue
passestrue
19
name"Hunter"
dialogue"I have to. My phone. One sec."
detectedLang"en"
heavyLang"en"
scores
en0.8095238095238095
tl0.71671388101983
da0.6992481203007519
pl0.6875
hr0.6309963099630996
cs0.6168582375478927
sk0.5918367346938775
no0.5594713656387665
yo0.5283018867924528
vi0.494949494949495
lv0.4805194805194805
lt0.4550408719346049
ca0.40828402366863903
sv0.40828402366863903
sq0.40119760479041916
sl0.37694704049844235
it0.36507936507936506
ro0.3103448275862069
fr0.29577464788732394
de0.2727272727272727
nl0.2727272727272727
be0.25925925925925924
tr0.25925925925925924
hu0.250936329588015
az0.23954372623574144
et0.23954372623574144
is0.23954372623574144
uk0.23954372623574144
reliabletrue
passestrue
20
name"Maria"
dialogue"¿Qué? ¿Qué pasa?"
detectedLang"es"
heavyLang"es"
scores
es0.8281786941580757
eu0.7058823529411765
reliablefalse
passestrue
21
name"Hunter"
dialogue"Sorry ma'am. I just got a call. I have to go. Please don't leave town. Detective Hunter. Alborn PD. I'll find someone who speaks Spanish."
detectedLang"en"
heavyLang"en"
scores
en0.786578136115722
tl0.5019369120088545
ro0.47674418604651164
da0.47027663331371394
it0.43324937027707805
ca0.39597315436241615
no0.3844049247606019
pt0.3797381116471399
sv0.36619718309859156
pl0.34497816593886466
cs0.3283582089552239
sq0.3273542600896861
hr0.3253373313343328
yo0.3181818181818182
es0.30124223602484473
fr0.29797191887675506
et0.2896606156274665
sl0.2724333063864187
sk0.2706645056726094
de0.2653061224489796
nl0.24686192468619247
hu0.24623115577889448
lv0.22077922077922074
lt0.21671018276762402
tr0.18625678119349007
is0.13294797687861273
az0.1287512100677638
vi0.1287512100677638
ms0.11937377690802348
be0.07216494845360825
eu0.07216494845360825
fi0.06542056074766354
uk0.06542056074766354
reliabletrue
passestrue