Run: 2026-11-11-01M753WSHZJBX4VME4MZFPW098

Run Details

Model:
Muse Ember (Reasoning, Max)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
9.1s
Cost:
$0.002101
Provider:
Meta

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

Model response

AI
Marie: "Pardon... s'il vous plaît... je ne comprends pas... je suis bouleversée..." Hunter: "Excuse me, ma'am. Detective Hunter. I need to ask you a few questions about yesterday at the apple festival." Marie: "Le festival... oui, j'y étais... je photographiais les arbres... avec mon appareil..." Hunter: "Good. You were there. Did you see anything strange out by the orchard?" Marie: "Je... je tremble encore... j'ai vu une jeune fille... elle a disparu entre les pommiers..." Hunter: "A girl disappeared? You saw that happen? At what time?" Marie: "Je ne sais pas... il y avait un homme... il l'a appelée... puis, plus rien... juste son cri..." Hunter: "Wait— a man called to her, and then she screamed? Did you get any of that on camera?" Marie: "Les photos... oui... j'ai pris des photos... regardez... attendez, je... je suis désolée, je suis tellement désolée..." Hunter: "Photos are good. I'll need to see them. Can you bring them to the station tomorrow morning?" Marie: "Non... je ne sais pas... c'était terrifiant... je n'arrive pas à y croire... je ne sais plus..." Hunter: "Hey. Look at me. You're safe here. Just start at the beginning and tell me what you remember. Slow." Marie: "D'abord, les gens riaient... le bruit... puis soudain le silence... et après... je ne sais plus..." Hunter: "Hold on— yeah? This is Hunter. ... Copy. ... All right, I'm on my way." Marie: "Quoi...? Attendez... ne partez pas... s'il vous plaît... j'ai peur..." Hunter: "Sorry, ma'am. I have to go right now. We'll talk tomorrow. Stay here, and do not delete those photos."
created_at"2026-11-11T10:54:09.478Z" 11/11/2026, 10:54:09 AM
model"meta/muse-ember-20261109"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1423
moderation_latency(null)
generation_time9116
tokens_prompt303
tokens_completion531
native_tokens_prompt284
native_tokens_completion4145
native_tokens_completion_images0
native_tokens_reasoning3634
native_tokens_cached0
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"completed"
service_tier"default"
usage0.0021009
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.22.2; linux; x64))"
http_referer(null)
request_id"req-1794394449-r2UtZqMIEuJo3XJJVeqW"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1794394449-zoovhXofsDsQqbYdcrOW"
upstream_id"resp_6af449527a8fa2a98bf14b21"
provider_responses
0
endpoint_id"ea8469c2-ddf8-4985-8cf2-f5dc7e63e14c"
id"resp_6af449527a8fa2a98bf14b21"
is_byokfalse
latency619
model_permaslug"meta/muse-ember-20261109"
provider_name"Meta"
status200
total_cost0.0021009
cache_discount(null)
upstream_inference_cost0
provider_name"Meta"
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"Marie"
dialogue"Pardon... s'il vous plaît... je ne comprends pas... je suis bouleversée..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7733333333333333
ca0.53551912568306
lt0.49584816132858833
nl0.47595561035758327
cs0.43633952254641906
sl0.41460055096418735
it0.40807799442896936
hr0.40056417489421725
tl0.3911174785100286
sq0.358974358974359
en0.33903576982892686
ro0.3348982785602504
es0.3275316455696203
pt0.3189102564102564
sv0.2869127516778523
no0.2796610169491525
yo0.2772108843537415
de0.2697594501718213
sk0.25438596491228066
lv0.19507575757575757
tr0.18111753371868977
da0.17953667953667954
pl0.17635658914728683
fi0.17153996101364524
ms0.1650294695481336
hu0.16173570019723865
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, ma'am. Detective Hunter. I need to ask you a few questions about yesterday at the apple festival."
detectedLang"en"
heavyLang"en"
scores
en0.7863818424566088
fr0.60880195599022
tl0.5930824008138352
it0.5712754555198285
no0.5577667219458264
da0.5351539802440441
nl0.5240928019036288
ca0.518362432269717
pt0.511002444987775
es0.5070856438693777
sq0.4715984147952444
cs0.4684385382059801
ro0.4513031550068587
hr0.4425087108013937
sl0.43342776203966005
sv0.4318181818181818
et0.37597503900156004
ms0.3665874901029295
de0.3655828707375099
sk0.3610223642172524
yo0.36
pl0.34906427990235966
lt0.3191489361702128
lv0.2844364937388193
hu0.26605504587155965
az0.23882017126546146
tr0.2047713717693837
fi0.2007992007992008
is0.14712153518123666
vi0.14255091103965703
be0.08045977011494253
eu0.08045977011494253
uk0.07300115874855156
reliabletrue
passestrue
2
name"Marie"
dialogue"Le festival... oui, j'y étais... je photographiais les arbres... avec mon appareil..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7714997922725384
ca0.5124113475177305
en0.502262443438914
pt0.4811320754716981
es0.4746895893027698
sl0.4644595910418695
it0.44500504540867813
lt0.4240837696335079
nl0.4136460554371002
hr0.40347071583514105
cs0.3778280542986425
yo0.3413173652694611
no0.3373493975903614
da0.3251533742331288
sk0.3234932349323493
tl0.3176178660049628
ro0.2966751918158568
ms0.2455418381344307
hu0.23076923076923078
lv0.23076923076923078
hi0.2198581560283688
pl0.21875
de0.21428571428571427
sq0.19117647058823528
et0.18154761904761904
az0.17664670658682635
sv0.17664670658682635
fi0.10277324632952692
reliabletrue
passestrue
3
name"Hunter"
dialogue"Good. You were there. Did you see anything strange out by the orchard?"
detectedLang"en"
heavyLang"en"
scores
en0.8291113791716928
tl0.6235606731620904
de0.49941107184923444
da0.4585987261146497
no0.4585987261146497
nl0.43333333333333335
sq0.4256756756756757
fr0.4162087912087912
cs0.4072524407252441
et0.3501529051987768
sk0.34514637904468415
ms0.34006211180124224
pl0.3156199677938808
sv0.2608695652173913
yo0.20112781954887218
hr0.17315175097276264
sl0.17153996101364524
it0.16338582677165356
ro0.15
lv0.1414141414141414
is0.1361788617886179
lt0.1361788617886179
az0.121900826446281
tr0.121900826446281
reliabletrue
passestrue
4
name"Marie"
dialogue"Je... je tremble encore... j'ai vu une jeune fille... elle a disparu entre les pommiers..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.820496083550914
en0.5955882352941176
ca0.5696400625978091
es0.5495495495495496
pt0.5179666958808063
ro0.45
sl0.4427558257345492
it0.4358974358974359
sq0.4353182751540041
cs0.38752783964365256
sk0.38478747203579416
de0.34523809523809523
nl0.3405275779376499
hr0.33973589435774315
yo0.33894230769230765
pl0.3365500603136309
et0.3276283618581907
no0.3251533742331288
da0.3234932349323493
fi0.25876010781671155
hu0.22096317280453256
sv0.21875
lv0.207492795389049
tl0.20634920634920634
lt0.12974683544303797
tr0.12280701754385964
is0.12
az0.11290322580645161
eu0.11290322580645161
vi0.11290322580645161
ms0.10277324632952692
reliabletrue
passestrue
5
name"Hunter"
dialogue"A girl disappeared? You saw that happen? At what time?"
detectedLang"en"
heavyLang"en"
scores
en0.8194945848375451
tl0.6701225259189445
da0.5400788436268068
no0.5314591700133868
nl0.44089456869009586
ms0.42716857610474634
hu0.41666666666666663
pt0.3902439024390244
it0.37722419928825623
cs0.375
eu0.3738819320214669
hr0.358974358974359
fr0.3566176470588235
sv0.31906614785992216
de0.308300395256917
ro0.2842535787321063
ca0.279835390946502
es0.2738589211618257
sk0.27083333333333337
yo0.2537313432835821
pl0.23076923076923078
sl0.20454545454545453
lt0.1898148148148148
tr0.18032786885245902
is0.1764705882352941
sq0.17061611374407584
az0.16666666666666666
lv0.16666666666666666
vi0.16666666666666666
et0.15254237288135594
fi0.15254237288135594
reliabletrue
passestrue
6
name"Marie"
dialogue"Je ne sais pas... il y avait un homme... il l'a appelée... puis, plus rien... juste son cri..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8158070997990622
es0.4869402985074627
it0.47718631178707227
ro0.47267497603068076
ca0.4591937069813176
et0.39560439560439564
da0.3707093821510297
sl0.35370152761457113
tr0.34210526315789475
hr0.3405275779376499
en0.33973589435774315
nl0.3357487922705314
lv0.32926829268292684
yo0.32844932844932845
sq0.30203045685279184
cs0.2939666238767651
az0.29032258064516125
hu0.2791612057667104
lt0.26861702127659576
pl0.26273458445040215
fi0.23184357541899442
pt0.22096317280453256
no0.21875
ms0.21540656205420827
sk0.20863309352517986
tl0.20634920634920634
de0.2040520984081042
sv0.2005813953488372
vi0.15123456790123457
eu0.1143317230273752
reliabletrue
passestrue
7
name"Hunter"
dialogue"Wait— a man called to her, and then she screamed? Did you get any of that on camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8281250000000001
tl0.6258503401360545
yo0.49679780420860015
da0.489322191272052
no0.466537342386033
ca0.4607843137254902
cs0.43064182194616984
de0.43064182194616984
nl0.40347071583514105
sk0.3799323562570462
es0.37142857142857144
pl0.3707093821510297
et0.36562860438292966
hr0.3648960739030023
fr0.3544600938967136
lv0.3529411764705882
ro0.35064935064935066
it0.33973589435774315
lt0.3373493975903614
sv0.3309002433090025
is0.32432432432432434
ms0.3099121706398996
pt0.3037974683544304
fi0.2791612057667104
sl0.27726675427069647
tr0.26861702127659576
hu0.22096317280453256
hi0.13249211356466878
sq0.11575562700964631
az0.11290322580645161
eu0.11290322580645161
vi0.11290322580645161
reliabletrue
passestrue
8
name"Marie"
dialogue"Les photos... oui... j'ai pris des photos... regardez... attendez, je... je suis désolée, je suis tellement désolée..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8006833712984055
ca0.5958429561200923
en0.571078431372549
nl0.5047169811320754
es0.48579823702252695
de0.4648318042813456
no0.46098562628336753
tl0.375
it0.32778489116517284
da0.3155149934810952
pt0.3101182654402102
hr0.308300395256917
ro0.3018617021276596
yo0.3009320905459388
cs0.2857142857142857
sk0.2837653478854025
sv0.28082191780821925
sl0.24785100286532946
tr0.2324561403508772
pl0.23133235724743775
et0.22566371681415928
lv0.21875
lt0.13223140495867766
hi0.12790697674418602
sq0.11317567567567569
az0.10714285714285714
hu0.10714285714285714
reliabletrue
passestrue
9
name"Hunter"
dialogue"Photos are good. I'll need to see them. Can you bring them to the station tomorrow morning?"
detectedLang"en"
heavyLang"en"
scores
en0.8134991119005329
tl0.6153846153846154
da0.569672131147541
no0.5345744680851064
sv0.526173285198556
nl0.5028409090909091
fr0.473420260782347
de0.45083682008368203
yo0.4324324324324324
et0.4120940649496081
cs0.34127979924717694
lt0.33035714285714285
lv0.32778489116517284
hr0.3251928020565552
ms0.3037135278514589
ro0.3
pl0.2738589211618257
sk0.26675977653631283
sl0.2595204513399154
es0.22680412371134018
pt0.22680412371134018
ca0.21991084695393756
sq0.2164179104477612
az0.21052631578947367
tr0.20574886535552195
is0.1732283464566929
it0.1640127388535032
fi0.13509060955518945
hi0.12790697674418602
zh0.12790697674418602
reliabletrue
passestrue
10
name"Marie"
dialogue"Non... je ne sais pas... c'était terrifiant... je n'arrive pas à y croire... je ne sais plus..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8143806174286832
en0.45652173913043476
it0.45276497695852536
sq0.4521337946943483
ca0.4010088272383354
sl0.38788659793814434
lt0.3870967741935484
hr0.3741765480895916
nl0.3741765480895916
yo0.37335092348284965
ro0.35983827493261455
pl0.3493150684931507
es0.33936022253129344
cs0.3252840909090909
da0.32045779685264664
pt0.3014705882352941
fi0.23633440514469453
no0.23633440514469453
hu0.23387096774193547
sk0.23387096774193547
de0.2313915857605178
sv0.22764227642276424
lv0.1782006920415225
vi0.17102966841186737
tr0.16520210896309317
eu0.15480427046263345
ms0.15026833631484796
az0.1171003717472119
et0.1171003717472119
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hey. Look at me. You're safe here. Just start at the beginning and tell me what you remember. Slow."
detectedLang"en"
heavyLang"en"
scores
en0.8099173553719008
no0.5784457478005864
da0.5708955223880597
tl0.5705750560119492
nl0.5587106676899463
sv0.5184254606365158
is0.4395711500974659
ms0.4301288404360753
yo0.4072164948453608
de0.4053774560496381
et0.36743674367436746
fr0.36323366555924697
sq0.3618201997780244
sl0.33831990794016115
sk0.26282051282051283
hu0.2353723404255319
cs0.21555252387448842
it0.19467787114845939
eu0.1593567251461988
es0.15066469719350073
pt0.13273001508295626
lv0.11944869831546708
pl0.11944869831546708
ca0.11809815950920245
fi0.11538461538461538
hr0.11538461538461538
ro0.1043613707165109
lt0.09305993690851734
reliabletrue
passestrue
12
name"Marie"
dialogue"D'abord, les gens riaient... le bruit... puis soudain le silence... et après... je ne sais plus..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7919143876337693
ca0.6043707611152976
sl0.4842829076620825
nl0.4723618090452261
ro0.4648318042813456
cs0.460431654676259
no0.41471571906354515
yo0.40136830102622584
it0.37200956937799046
da0.3644067796610169
es0.36286407766990286
hr0.3510506798516687
sk0.3073878627968338
en0.2837653478854025
sq0.2563739376770538
hu0.25531914893617025
lv0.2446043165467626
tr0.23469387755102045
et0.23020527859237538
de0.22794117647058826
sv0.22680412371134018
lt0.17452830188679244
pl0.14772727272727273
fi0.1435562805872757
is0.1435562805872757
tl0.13793103448275862
pt0.11317567567567569
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hold on— yeah? This is Hunter. ... Copy. ... All right, I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8090561920349153
tl0.6354166666666666
yo0.4345718901453958
da0.4336569579288026
fr0.42148760330578516
et0.40878378378378377
de0.4006849315068493
no0.4006849315068493
nl0.38811188811188807
pl0.3346007604562738
cs0.3150684931506849
sk0.3150684931506849
ca0.3110236220472441
hu0.3055555555555556
fi0.3
sv0.2886178861788618
it0.27835051546391754
sq0.2723492723492723
is0.2081447963800905
hr0.2009132420091324
hi0.1935483870967742
pt0.15254237288135594
ms0.14425427872860636
ro0.14425427872860636
sl0.14425427872860636
tr0.14425427872860636
reliabletrue
passestrue
14
name"Marie"
dialogue"Quoi...? Attendez... ne partez pas... s'il vous plaît... j'ai peur..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7909199522102748
ca0.6036240090600227
it0.5145631067961165
sq0.4696969696969697
lt0.44178628389154706
en0.4372990353697749
es0.4318181818181818
lv0.4176372712146422
nl0.41275167785234906
tr0.39236111111111116
no0.3783303730017762
ro0.360146252285192
sl0.35779816513761464
pt0.34210526315789475
hr0.33962264150943394
de0.3269230769230769
da0.30966469428007887
tl0.30966469428007887
ms0.3055555555555556
cs0.29292929292929293
hu0.29292929292929293
sv0.2857142857142857
et0.27835051546391754
fi0.2009132420091324
az0.18604651162790697
eu0.18604651162790697
pl0.16666666666666666
sk0.15254237288135594
yo0.14425427872860636
reliabletrue
passestrue
15
name"Hunter"
dialogue"Sorry, ma'am. I have to go right now. We'll talk tomorrow. Stay here, and do not delete those photos."
detectedLang"en"
heavyLang"en"
scores
en0.7799434140207482
tl0.5644057249533292
yo0.44089456869009586
da0.4313566206336312
sq0.42528735632183906
pl0.42244224422442245
no0.4102780117944398
pt0.37275985663082434
hr0.3488372093023256
cs0.3451824134705332
fr0.3445692883895131
sk0.32432432432432434
sl0.3110236220472441
it0.28716904276985744
ca0.2827868852459016
lv0.2677824267782427
lt0.2608236536430834
ro0.24892703862660948
tr0.24160346695557963
sv0.2265193370165746
vi0.19908466819221968
hu0.1774383078730905
es0.17355371900826447
de0.17159763313609466
et0.16467780429594273
nl0.16467780429594273
hi0.0990990990990991
be0.09090909090909091
az0.08256880733944955
is0.08256880733944955
uk0.08256880733944955
reliabletrue
passestrue