Run: 2026-09-03-01M1KS3ZHAARAA33C1H6ZVASV1

Run Details

Model:
Muse Glimmer 30B (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
20.1s
Cost:
$0.001377
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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
Isabella: Scusi... chi è lei? Perché mi parla? Hunter: Excuse me, miss. Are you Isabella? I'm Detective Hunter with the Alborn Police Department. Do you have a minute? Isabella: Non capisco. Non parlo inglese. Parla italiano, per favore? Hunter: Sorry. I don't speak Italian. Do you speak any English? I'm asking about the apple festival last night. Isabella: Il festival delle mele? No, no, non ero lì. Ero qui, con la mia camera. Ho visto una ragazza... Hunter: I'm sorry, I can't understand you. Can you repeat that slower? Or write it down? Isabella: Ho visto una ragazza vicino al fiume, dopo la pioggia. Era sola, piangeva. Poi un uomo... poi è sparita. Non so dove... Hunter: Wait, wait. A girl? By the river? What man? Isabella: Non capisco cosa dice. Sono spaventata. Non voglio problemi. Per favore, vada via. Hunter: I just need to know what you saw. The disappearances are getting worse and you were taking photos... Isabella: Non voglio parlare di questo. Mi fa male. L'ho fotografata, ma non posso mostrarla. Prometto... Hunter: Ma'am, please. I need you to tell me in English what you just said. Isabella: Non parlo inglese! Non capisco! Lasciami stare! Hunter: Okay, okay. I'm sorry. Look, I really need to talk to you about this. Isabella: No! Ho paura! Torni domani? Con un traduttore? Hunter: I... yeah. I'll come back with someone who speaks Italian. Just stay here, okay? Isabella: Va bene... resterò qui. Hunter: Thank you. *phone rings* Sorry, I have to take this. Hold on.
created_at"2026-09-03T14:00:16.187Z" 9/3/2026, 2:00:16 PM
model"meta/muse-glimmer-30b-20260810"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency297
moderation_latency(null)
generation_time19970
tokens_prompt308
tokens_completion1410
native_tokens_prompt290
native_tokens_completion1241
native_tokens_completion_images(null)
native_tokens_reasoning845
native_tokens_cached289
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)
usage0.00137696
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788444016-She14jtIVliXOnmzZUqD"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788444016-hidG5v5qggVJ4DiGyRCQ"
upstream_id"req_cda79edd745538dcba1bfbad193964d8"
provider_responses
0
endpoint_id"6244f10e-1e45-488b-a47f-f575e0edd12b"
id"req_cda79edd745538dcba1bfbad193964d8"
is_byokfalse
latency262
model_permaslug"meta/muse-glimmer-30b-20260810"
provider_name"Phala"
status200
total_cost0.00137696
cache_discount0.00007514
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"Isabella"
dialogue"Scusi... chi è lei? Perché mi parla?"
detectedLang"it"
heavyLang"it"
scores
it0.7960848287112561
ca0.5928338762214984
ro0.5784148397976391
fr0.5575221238938053
es0.5437956204379563
cs0.5412844036697247
sk0.5
pt0.4939271255060729
hu0.4834710743801653
tr0.48240165631469983
yo0.4747899159663866
az0.4075829383886255
sl0.38271604938271603
ms0.375
en0.3670886075949367
pl0.3670886075949367
hr0.36061381074168797
vi0.34725848563968675
sq0.33862433862433866
is0.24698795180722888
tl0.22360248447204967
de0.20127795527156547
et0.20127795527156547
lt0.20127795527156547
nl0.20127795527156547
da0.19093851132686085
lv0.19093851132686085
no0.19093851132686085
sv0.19093851132686085
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. Are you Isabella? I'm Detective Hunter with the Alborn Police Department. Do you have a minute?"
detectedLang"en"
heavyLang"en"
scores
en0.7706422018348624
tl0.6483996120271581
ro0.6009906439185471
sq0.5621980676328503
it0.5541205412054121
fr0.5532963647566236
pt0.530440414507772
ca0.5289148797920727
cs0.5034246575342466
sl0.5024021962937544
es0.493361285814116
no0.493361285814116
da0.48654390934844194
hr0.4806590257879656
nl0.45774121166791326
sv0.45324283559577677
ms0.44866920152091255
sk0.43447737909516376
de0.42460317460317454
et0.3938127090301004
pl0.39126784214945426
fi0.3695652173913043
yo0.33608058608058605
lt0.2933723196881091
hu0.28851815505397443
az0.27644710578842313
tr0.2229367631296892
vi0.1997792494481236
eu0.1844769403824522
lv0.17986425339366516
is0.09375000000000001
reliabletrue
passestrue
2
name"Isabella"
dialogue"Non capisco. Non parlo inglese. Parla italiano, per favore?"
detectedLang"it"
heavyLang"it"
scores
it0.8034811903425042
es0.7021276595744681
pt0.6388028895768834
ca0.6054114994363021
en0.5673671199011124
fr0.5351925630810093
sq0.5185694635488307
ro0.46236559139784944
tl0.45736434108527135
nl0.44620253164556967
sl0.44
sv0.43910256410256415
no0.43273905996758516
yo0.4318181818181818
lt0.41077441077441074
az0.39759036144578314
tr0.38596491228070173
hr0.3738819320214669
de0.37050359712230213
cs0.3566176470588235
da0.3433395872420263
sk0.29577464788732394
pl0.2886178861788618
et0.2857142857142857
ms0.2584745762711864
eu0.19908466819221968
is0.1898148148148148
hu0.1606714628297362
fi0.14425427872860636
lv0.14425427872860636
reliabletrue
passestrue
3
name"Hunter"
dialogue"Sorry. I don't speak Italian. Do you speak any English? I'm asking about the apple festival last night."
detectedLang"en"
heavyLang"en"
scores
en0.7973364215402432
tl0.6151731720725673
no0.5111731843575419
fr0.47447447447447455
sv0.46564885496183206
da0.46524064171123
sq0.4640122511485452
hr0.45778466305189774
pt0.4560994560994561
nl0.4552529182879378
it0.453978159126365
cs0.445324881141046
de0.42196531791907516
ms0.4062765055131467
ca0.405267629566695
ro0.381078691423519
yo0.37275985663082434
es0.36247723132969034
sl0.35004642525533886
pl0.3217054263565891
sk0.3150684931506849
et0.2723492723492723
lt0.2647058823529412
az0.25531914893617025
fi0.21962095875139354
vi0.19908466819221968
hu0.1606714628297362
is0.1606714628297362
tr0.15560916767189384
lv0.15254237288135594
be0.09090909090909091
uk0.08256880733944955
reliabletrue
passestrue
4
name"Isabella"
dialogue"Il festival delle mele? No, no, non ero lì. Ero qui, con la mia camera. Ho visto una ragazza..."
detectedLang"it"
heavyLang"it"
scores
it0.8153500321130379
ca0.668778801843318
es0.6504559270516718
fr0.6217105263157896
tl0.5388933440256616
no0.5355411954765752
ro0.5200333889816361
pt0.4724770642201835
en0.44336882865440463
sk0.4053774560496381
da0.38568376068376065
hr0.3443557582668187
cs0.33755760368663595
sl0.3235294117647059
fi0.31952662721893493
lv0.3162901307966707
nl0.31220095693779903
ms0.30387409200968524
de0.30303030303030304
et0.29706601466992666
pl0.29274292742927427
az0.28836633663366334
vi0.2721518987341772
lt0.27122940430925224
sq0.2656449553001277
yo0.26187419768934533
sv0.2580645161290322
tr0.23025435073627845
eu0.1314199395770393
is0.11128284389489954
hu0.1043613707165109
reliabletrue
passestrue
5
name"Hunter"
dialogue"I'm sorry, I can't understand you. Can you repeat that slower? Or write it down?"
detectedLang"en"
heavyLang"en"
scores
en0.8066298342541437
tl0.5668316831683169
no0.4570837642192347
da0.45595854922279794
sv0.3993135011441648
ro0.39165701042873696
ca0.3644067796610169
it0.35344827586206895
cs0.3371212121212121
sk0.31640625
sq0.2953020134228188
pl0.279835390946502
de0.26880222841225626
nl0.2532005689900427
pt0.2510699001426534
yo0.2369186046511628
et0.22794117647058826
fr0.2222222222222222
lv0.22106824925816024
tr0.21875
az0.21052631578947367
hr0.20933734939759033
is0.20694864048338368
lt0.20454545454545453
es0.1264559068219634
sl0.12060301507537688
be0.11764705882352942
hu0.11317567567567569
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
6
name"Isabella"
dialogue"Ho visto una ragazza vicino al fiume, dopo la pioggia. Era sola, piangeva. Poi un uomo... poi è sparita. Non so dove..."
detectedLang"it"
heavyLang"it"
scores
it0.8055779029230355
es0.5931537598204265
ca0.5814087759815243
ro0.5223978919631094
yo0.3892165122156698
no0.37928082191780826
fr0.3679163034001744
sk0.3324125230202578
en0.32432432432432434
pt0.32369402985074625
tl0.3198874296435272
eu0.2720883534136546
ms0.2639593908629441
lv0.2479253112033195
sl0.2479253112033195
da0.24242424242424243
de0.2093784078516903
vi0.20154185022026433
et0.19623059866962306
cs0.19533851276359598
lt0.17893544733861835
is0.17142857142857143
sq0.17142857142857143
nl0.14403778040141677
fi0.1082410824108241
sv0.09713574097135741
reliabletrue
passestrue
7
name"Hunter"
dialogue"Wait, wait. A girl? By the river? What man?"
detectedLang"en"
heavyLang"en"
scores
en0.8267898383371826
tl0.701195219123506
da0.6853146853146853
sv0.6166950596252129
no0.608695652173913
yo0.5722433460076045
ca0.5714285714285714
fr0.5417515274949084
sk0.5417515274949084
cs0.5389344262295082
de0.5302713987473904
nl0.5302713987473904
pl0.49776785714285715
pt0.4943820224719101
it0.4897959183673469
es0.4791666666666667
lv0.44168734491315137
lt0.43890274314214467
hu0.4094488188976378
sq0.39999999999999997
ms0.38524590163934425
ro0.3818681318681319
hr0.33234421364985167
sl0.2857142857142857
tr0.2549668874172185
is0.25
az0.23728813559322032
eu0.23728813559322032
vi0.23728813559322032
et0.21875
fi0.21875
reliabletrue
passestrue
8
name"Isabella"
dialogue"Non capisco cosa dice. Sono spaventata. Non voglio problemi. Per favore, vada via."
detectedLang"it"
heavyLang"it"
scores
it0.7966609589041096
es0.5865970409051349
ca0.572072072072072
en0.5670009115770283
fr0.5310957551826259
pt0.5310957551826259
ro0.5067497403946002
sq0.5015739769150053
nl0.4897959183673469
no0.4674887892376681
sv0.4385342789598109
da0.433849821215733
hr0.39180537772087065
tl0.38311688311688313
sl0.3606998654104979
lt0.35197817189631647
az0.326241134751773
de0.3115942028985507
sk0.309593023255814
tr0.309593023255814
et0.23878205128205127
cs0.22889610389610393
pl0.2263843648208469
eu0.15480427046263345
yo0.13793103448275862
lv0.13636363636363635
hu0.1171003717472119
reliabletrue
passestrue
9
name"Hunter"
dialogue"I just need to know what you saw. The disappearances are getting worse and you were taking photos..."
detectedLang"en"
heavyLang"en"
scores
en0.8229461756373938
tl0.6127633209417597
fr0.5074862096138691
nl0.46397941680960547
no0.45367132867132864
sv0.42870201096892135
it0.42765567765567764
ca0.41148775894538603
yo0.4075829383886255
pt0.3774900398406375
et0.375
ms0.3699596774193548
pl0.3699596774193548
lv0.34554973821989526
hr0.3400211193241816
da0.33932346723044393
cs0.3343982960596379
ro0.32795698924731176
sq0.31167400881057267
sk0.3055555555555556
lt0.28325688073394495
de0.26985981308411217
is0.25059952038369304
sl0.2350061199510404
es0.2128463476070529
tr0.1997439180537772
fi0.11347517730496455
hi0.10968660968660969
be0.10071942446043164
hu0.09682080924855492
az0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
10
name"Isabella"
dialogue"Non voglio parlare di questo. Mi fa male. L'ho fotografata, ma non posso mostrarla. Prometto..."
detectedLang"it"
heavyLang"it"
scores
it0.7969460688758935
ca0.5925684485006519
pt0.5736698499317872
fr0.5538900785153462
es0.523990860624524
en0.5027844073190135
hr0.4955609362389023
cs0.47873227689741454
sk0.45980985306828004
ro0.4512730465320456
sq0.4464127546501329
sl0.42343173431734316
pl0.41148775894538603
tl0.40191387559808617
ms0.3961352657004831
yo0.3926141885325559
tr0.36676798378926034
lt0.3615934627170583
de0.3400211193241816
hu0.3343982960596379
et0.3131868131868132
sv0.3093922651933701
no0.296962879640045
da0.2865296803652968
nl0.2807825086306099
az0.26985981308411217
lv0.22456575682382132
vi0.21875
eu0.12219101123595505
is0.11598302687411598
reliabletrue
passestrue
11
name"Hunter"
dialogue"Ma'am, please. I need you to tell me in English what you just said."
detectedLang"en"
heavyLang"en"
scores
en0.8149861239592969
et0.5609220636663008
tl0.5203836930455635
no0.5163240628778718
sv0.5115995115995116
ro0.5024875621890548
sl0.47575360419397117
pl0.46308724832214765
it0.4609164420485175
hr0.4497936726272352
da0.4405594405594406
cs0.43977591036414565
yo0.43820224719101125
sq0.41348973607038125
nl0.375
ms0.36608557844690964
de0.35379644588045234
ca0.34959349593495936
sk0.33774834437086093
lv0.3162393162393162
lt0.2945326278659612
az0.2687385740402194
es0.20318725099601595
fr0.18533604887983707
pt0.18032786885245902
fi0.15789473684210525
be0.14893617021276595
tr0.14893617021276595
hu0.14346895074946467
is0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
12
name"Isabella"
dialogue"Non parlo inglese! Non capisco! Lasciami stare!"
detectedLang"it"
heavyLang"it"
scores
it0.7900629811056683
es0.5912806539509536
ro0.5363214837712519
fr0.5215311004784688
pt0.5161290322580645
en0.512987012987013
sv0.44547134935304994
pl0.4434137291280148
sk0.4392523364485981
sl0.41972920696324956
lt0.4186046511627907
tl0.4129158512720157
et0.39879759519038077
yo0.3951612903225807
sq0.3877551020408163
ca0.35064935064935066
cs0.3227990970654628
de0.3181818181818182
no0.31662870159453305
hr0.3150684931506849
lv0.3135011441647597
nl0.3071593533487298
da0.3006993006993007
eu0.2248062015503876
is0.2248062015503876
az0.1891891891891892
hu0.18256130790190736
ms0.17355371900826447
tr0.16434540389972147
reliabletrue
passestrue
13
name"Hunter"
dialogue"Okay, okay. I'm sorry. Look, I really need to talk to you about this."
detectedLang"en"
heavyLang"en"
scores
en0.8188405797101449
tl0.6854026845637584
cs0.5013297872340425
pl0.4665718349928876
hr0.4588744588744588
no0.4549418604651163
da0.4460856720827179
it0.4360902255639098
sk0.4195046439628483
lv0.3980738362760835
lt0.38016528925619836
yo0.37395659432387307
ca0.358974358974359
sq0.35233160621761656
et0.35008665511265163
pt0.32915921288014316
sl0.32915921288014316
ro0.3055555555555556
sv0.2690058479532163
az0.251497005988024
es0.1812227074235808
be0.15730337078651685
tr0.15730337078651685
hu0.1515837104072398
de0.14383561643835618
is0.14383561643835618
uk0.14383561643835618
vi0.14383561643835618
ms0.1359447004608295
nl0.1359447004608295
reliabletrue
passestrue
14
name"Isabella"
dialogue"No! Ho paura! Torni domani? Con un traduttore?"
detectedLang"it"
heavyLang"it"
scores
it0.8099415204678362
es0.6471226927252987
ca0.6396895787139689
lv0.6130952380952381
hr0.5584239130434783
no0.5357142857142857
sk0.5149253731343284
en0.4969040247678019
pt0.481658692185008
fr0.477491961414791
ro0.4766505636070853
sq0.4298245614035088
sl0.4257950530035336
tl0.3981481481481482
yo0.3725868725868726
cs0.34210526315789475
da0.33127572016460904
pl0.2919389978213508
sv0.2903930131004367
vi0.2872807017543859
tr0.21307506053268765
eu0.20924574209245742
lt0.16237113402061853
ms0.16237113402061853
de0.15364583333333331
et0.15364583333333331
nl0.15364583333333331
reliabletrue
passestrue
15
name"Hunter"
dialogue"I... yeah. I'll come back with someone who speaks Italian. Just stay here, okay?"
detectedLang"en"
heavyLang"en"
scores
en0.7876061969015492
tl0.5604963805584281
sq0.47270471464019853
it0.4606598984771573
et0.4170096021947874
sv0.4129834254143646
ro0.36186186186186187
ms0.3491577335375191
ca0.3359375
no0.3285939968404423
da0.3178170144462279
hr0.3178170144462279
cs0.2784380305602716
yo0.2697594501718213
es0.24911660777385158
pt0.24377224199288253
fi0.23971377459749554
tr0.2328519855595668
lt0.22867513611615245
pl0.22867513611615245
az0.22303473491773307
sk0.1448692152917505
be0.1414141414141414
sl0.1414141414141414
hu0.1361788617886179
de0.1290983606557377
fr0.1290983606557377
is0.1290983606557377
lv0.1290983606557377
nl0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
16
name"Isabella"
dialogue"Va bene... resterò qui."
detectedLang"it"
heavyLang"it"
scores
it0.8059508408796896
ca0.768160741885626
fr0.6881496881496882
es0.6231155778894472
ro0.576271186440678
no0.4915254237288135
pt0.3181818181818182
da0.3087557603686636
en0.3087557603686636
cs0.29577464788732394
sv0.29577464788732394
az0.2822966507177033
de0.2822966507177033
et0.2822966507177033
hr0.2822966507177033
lt0.2822966507177033
lv0.2822966507177033
ms0.2822966507177033
nl0.2822966507177033
sl0.2822966507177033
sq0.2822966507177033
tl0.2822966507177033
tr0.2822966507177033
reliabletrue
passestrue
17
name"Hunter"
dialogue"Thank you. phone rings Sorry, I have to take this. Hold on."
detectedLang"en"
heavyLang"en"
scores
en0.8088867654085046
tl0.6569468267581475
da0.646954986760812
no0.5006242197253433
cs0.49302915082382764
pl0.46308724832214765
hr0.4616419919246299
vi0.4601889338731444
et0.4350282485875706
yo0.42775393419170243
sv0.42363112391930835
it0.42028985507246375
sk0.4108983799705449
ca0.37205651491365777
sl0.332220367278798
fr0.3254637436762226
lv0.3162393162393162
de0.29947460595446584
lt0.2945326278659612
nl0.28186714542190305
is0.27404718693284935
fi0.2727272727272727
sq0.250936329588015
pt0.2
ro0.1836734693877551
hi0.17355371900826447
ms0.17355371900826447
be0.14893617021276595
tr0.14893617021276595
hu0.14346895074946467
az0.13606911447084233
uk0.13606911447084233
reliabletrue
passestrue