Run: 2026-10-13-01M4TC3EYW676B6R3XRYRVME5A

Run Details

Model:
Ember-1 (Reasoning, Max)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
28.6s
Cost:
$0.034155
Provider:
Fireworks

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
**SCENE: "THE ORCHARD WITNESS" — Café in Alborn, MN, morning** --- Hunter: "Excuse me, ma'am. Detective Hunter, Alborn Police. Mind if I ask you a few questions about Saturday night?" Marie: *[startled]* "Oh—je suis désolée... je ne parle pas anglais. Pas du tout." Hunter: "Right. Of course. The festival brings in everybody. Look—Saturday. The Apple Festival. Were you there?" Marie: *[troubled]* "Samedi... oui. J'étais au verger. Je prenais des photos des pommiers, au coucher du soleil..." Hunter: "Verger... pommiers... I got nothin'. Ma'am, three people have gone missing in two weeks. Did you see anything?" Marie: *[shaken, voice trembling]* "J'ai vu un homme. Dans les arbres. Il portait... je ne sais pas... un masque? Et la femme près du stand de cidre—elle a disparu. Juste... disparue." Hunter: "Disparu. Disappeared. You're talking about the disappearances. You saw something." Marie: "Oui! Regardez—mes photos! Là, dans le coin. Vous voyez? Je ne l'ai même pas remarqué quand j'ai pris la photo." Hunter: "Photos. Yeah, that word I know. Let me see... These are just trees, ma'am. Real nice trees. Wait. What's that shape there? Between the rows?" Marie: *[whispering]* "Je ne sais pas. Ça me terrifie. Cette ville n'est pas sûre. Quelque chose se cache dans les pommiers." Hunter: "I can't understand a word you're saying, but I've been a cop fifteen years, and I know fear when I see it. You're scared." Marie: "Oui. Très peur. Très, très peur." Hunter: "Okay. Okay. We need a translator. Does anyone in this town speak... whatever this is? French. Right. The camera, the accent—French." Marie: "Française, oui. Marie. Je m'appelle Marie." Hunter: "Marie. Hunter. Detective Hunter. There—we're getting somewhere. Listen, I need you to stay in town. Stay. Comprenez... stay?" Marie: "Oui, je reste. Mais dépêchez-vous. Il va recommencer. Je le sens." Hunter: *[phone rings]* "Hold on. —Hunter. Yeah. ...The old cider mill? Don't touch a thing, I'm on my way." *[hangs up]* "Marie, I gotta go. Stay here—somewhere public. People. Lots of people." Marie: *[anxious]* "Vous partez? Attendez! Mes photos—c'est important! Revenez!" Hunter: "I'll send Officer Lindqvist. She took two years of French in high school. It's the best I can do." *[pausing at the door]* "And Marie—no more orchards. Not alone. You hear me?" Marie: *[softly, to herself, as he leaves]* "Il ne comprend pas. Personne ne comprend. Mais moi... je sais ce que j'ai vu dans les pommiers." --- **[END SCENE]**
created_at"2026-10-13T10:14:34.214Z" 10/13/2026, 10:14:34 AM
model"fireworks/ember-1-20260923"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency626
moderation_latency(null)
generation_time28457
tokens_prompt303
tokens_completion2048
native_tokens_prompt365
native_tokens_completion2204
native_tokens_completion_images(null)
native_tokens_reasoning1419
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"stop"
service_tier(null)
usage0.034155
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791886474-cGnXE3ZLYcqnP6yEtZwU"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791886474-hukM3O9d6ivYbX325G1G"
upstream_id"chatcmpl-e7e86b7ed7df46d2b7289ecee06aea01"
provider_responses
0
endpoint_id"b89a2f05-4051-4446-a9b0-7bc8ae7b7c90"
id"chatcmpl-e7e86b7ed7df46d2b7289ecee06aea01"
is_byokfalse
latency626
model_permaslug"fireworks/ember-1-20260923"
provider_name"Fireworks"
status200
total_cost0.034155
cache_discount(null)
upstream_inference_cost0
provider_name"Fireworks"
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"Hunter"
dialogue"Excuse me, ma'am. Detective Hunter, Alborn Police. Mind if I ask you a few questions about Saturday night?"
detectedLang"en"
heavyLang"en"
scores
en0.781443880428652
fr0.5769650655021834
tl0.5614035087719298
it0.5509849362688297
ro0.5057397959183674
ca0.4840213049267643
pt0.47635135135135137
no0.4472182596291013
sq0.4314013206162876
cs0.42336309523809523
es0.42077727952167415
da0.41109422492401215
sv0.40476190476190477
hr0.3854084060269627
nl0.38492063492063494
sl0.3755036261079775
et0.3393009377664109
de0.336472602739726
hu0.3324720068906115
ms0.3201754385964912
sk0.3165784832451499
pl0.29159049360146255
lv0.2783985102420857
yo0.26540284360189575
tr0.26400759734093066
lt0.23038728897715988
fi0.2226680040120361
az0.2115971515768057
eu0.17465388711395102
is0.15115005476451257
vi0.14647577092511013
be0.08284023668639054
uk0.07517899761336516
reliabletrue
passestrue
1
name"Marie"
dialogue"Oh—je suis désolée... je ne parle pas anglais. Pas du tout."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8013620885357549
sl0.5981630309988519
lt0.5972382048331415
nl0.5364238410596026
sq0.5225102319236016
cs0.515235457063712
hr0.49784791965566716
ca0.4728915662650602
sk0.4496855345911949
lv0.42244224422442245
de0.4176372712146422
it0.40978077571669475
ro0.40978077571669475
da0.34579439252336447
sv0.3320610687022901
no0.317738791423002
yo0.317738791423002
pl0.3110236220472441
tr0.30417495029821073
hu0.2985971943887776
ms0.29577464788732394
es0.29435483870967744
eu0.2886178861788618
en0.2768595041322314
vi0.22048997772828507
fi0.2009132420091324
az0.16666666666666666
et0.15254237288135594
pt0.15254237288135594
reliabletrue
passestrue
2
name"Hunter"
dialogue"Right. Of course. The festival brings in everybody. Look—Saturday. The Apple Festival. Were you there?"
detectedLang"en"
heavyLang"en"
scores
en0.818155368053535
tl0.6428571428571429
de0.5871862615587847
nl0.5307807807807808
fr0.527231467473525
sv0.4555749128919861
no0.4551002615518745
da0.4369369369369369
it0.4064577397910731
ro0.4036259541984733
es0.3955512572533849
ms0.3955512572533849
sq0.37996031746031744
yo0.37934458788480635
cs0.3543388429752066
sl0.3530020703933748
hr0.3055555555555556
pt0.3055555555555556
ca0.24789410348977134
az0.24425634824667475
sk0.23873325213154686
is0.2206982543640898
pl0.19041450777202074
lv0.1830065359477124
lt0.1677762982689747
et0.16331994645247658
hu0.09682080924855492
fi0.09156976744186046
reliabletrue
passestrue
3
name"Marie"
dialogue"Samedi... oui. J'étais au verger. Je prenais des photos des pommiers, au coucher du soleil..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7879011434894873
de0.5799853907962016
nl0.5309951060358891
sl0.4180161943319838
en0.4150559511698881
lt0.4010416666666667
ca0.3837084673097535
pt0.3823845327604726
da0.3817204301075269
lv0.375
no0.3653421633554084
sv0.3251173708920188
ro0.3235294117647059
tr0.3088942307692307
hr0.30387409200968524
pl0.3021844660194175
it0.2936117936117936
sk0.28125
es0.22402159244264505
yo0.22086720867208673
tl0.2058011049723757
cs0.203601108033241
eu0.19804741980474197
et0.15441176470588236
vi0.14688427299703263
is0.1274658573596358
hi0.11809815950920245
az0.11674347158218126
reliabletrue
passestrue
4
name"Hunter"
dialogue"Verger... pommiers... I got nothin'. Ma'am, three people have gone missing in two weeks. Did you see anything?"
detectedLang"en"
heavyLang"en"
scores
en0.8014242673240208
tl0.5584652862362972
nl0.5223978919631094
da0.47954055994257
de0.40476190476190477
sv0.3640350877192982
et0.3572695035460993
it0.3572695035460993
pl0.33729433272394876
fr0.3192488262910798
sq0.3153918791312559
ro0.3068833652007648
no0.29406037000973706
az0.28430404738400794
ms0.26619433198380565
sl0.23924449108079748
is0.22872340425531915
ca0.22459893048128343
cs0.20154185022026433
yo0.19444444444444445
tr0.17707150964812712
hr0.16087962962962962
lv0.15893271461716937
fi0.09713574097135741
sk0.0903387703889586
be0.0880503144654088
hu0.0845959595959596
pt0.08227848101265822
lt0.0799492385786802
uk0.0799492385786802
vi0.0799492385786802
reliabletrue
passestrue
5
name"Marie"
dialogue"J'ai vu un homme. Dans les arbres. Il portait... je ne sais pas... un masque? Et la femme près du stand de cidre—elle a disparu. Juste... disparue."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8025768911055694
ca0.6511200881380829
ro0.548264384213029
it0.5386109762020398
da0.5292368681863231
no0.5252373813093453
es0.5238095238095238
nl0.433849821215733
pt0.428743235117258
de0.41824862216778935
sq0.40587867417135703
et0.40213971050975456
yo0.40138626339004413
en0.37293729372937295
cs0.3725231175693527
hr0.3628437290409121
sl0.36155913978494625
lt0.34392265193370164
sk0.33519944016794956
tr0.33519944016794956
sv0.3333333333333333
lv0.2978566149297856
hu0.2952522255192878
ms0.2936802973977696
az0.2803030303030303
tl0.2731446059678654
eu0.2709132770529547
pl0.2669753086419753
fi0.2531446540880503
vi0.21030756442227763
is0.18524871355060035
reliabletrue
passestrue
6
name"Hunter"
dialogue"Disparu. Disappeared. You're talking about the disappearances. You saw something."
detectedLang"en"
heavyLang"en"
scores
en0.8095065312046444
fr0.5161290322580645
tl0.4675456389452333
pt0.4385026737967915
ms0.40273037542662116
nl0.3566176470588235
es0.33375634517766495
ca0.31462140992167104
it0.2584745762711864
no0.2563739376770538
de0.22106824925816024
sv0.22106824925816024
cs0.21875
sq0.21875
eu0.20933734939759033
yo0.16930379746835442
ro0.15458937198067632
da0.12935323383084577
lv0.12353923205342236
is0.1191275167785235
sk0.11616161616161616
reliabletrue
passestrue
7
name"Marie"
dialogue"Oui! Regardez—mes photos! Là, dans le coin. Vous voyez? Je ne l'ai même pas remarqué quand j'ai pris la photo."
detectedLang"fr"
heavyLang"fr"
scores
fr0.80865663763526
ca0.5385105028644176
es0.45814648729446933
it0.44656488549618323
ro0.41953562850280224
en0.4057377049180328
yo0.3907563025210084
sl0.3657042869641295
sq0.36459246275197194
lt0.348607367475292
nl0.348607367475292
vi0.3192488262910798
cs0.30422264875239924
hr0.2814667988107037
pt0.27644710578842313
tl0.24479166666666666
da0.210239651416122
hu0.19889502762430938
lv0.1935483870967742
ms0.1881298992161254
no0.18171557562076748
de0.1723744292237443
sk0.16666666666666666
tr0.11477411477411477
pl0.11151960784313725
fi0.1082410824108241
hi0.09600997506234414
sv0.09600997506234414
reliabletrue
passestrue
8
name"Hunter"
dialogue"Photos. Yeah, that word I know. Let me see... These are just trees, ma'am. Real nice trees. Wait. What's that shape there? Between the rows?"
detectedLang"en"
heavyLang"en"
scores
en0.809769268532155
sq0.4097486671744097
et0.40613026819923376
ca0.3795036028823059
no0.34210526315789475
tl0.31476569407603894
fr0.3117229129662522
sv0.2909423604757548
ro0.2857142857142857
it0.2757009345794392
da0.27502338634237605
sl0.25480769230769235
es0.25409047160731474
de0.24316406250000003
pt0.23645320197044337
nl0.2357001972386588
cs0.21875
yo0.2002063983488132
ms0.17289220917822837
lt0.15577342047930284
hr0.1520787746170678
az0.14835164835164832
lv0.1474147414741474
pl0.13984461709211987
hi0.0903755868544601
fi0.08823529411764706
sk0.08500590318772137
be0.08284023668639054
tr0.08284023668639054
hu0.07957244655581948
is0.07517899761336516
uk0.07517899761336516
vi0.07517899761336516
reliabletrue
passestrue
9
name"Marie"
dialogue"Je ne sais pas. Ça me terrifie. Cette ville n'est pas sûre. Quelque chose se cache dans les pommiers."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8131443298969071
en0.49229691876750703
da0.47080291970802923
sq0.468475073313783
no0.46691176470588236
it0.4649446494464945
sl0.45075757575757575
ca0.43535825545171336
de0.42913385826771655
nl0.42596991290577996
fi0.41579371474617244
es0.39532944120100083
ro0.3917785234899329
et0.370112945264987
hr0.36514886164623467
pt0.34329710144927533
cs0.3348623853211009
hu0.3108365019011407
sv0.30488974113135187
yo0.271356783919598
pl0.2432150313152401
lt0.21790722761596548
lv0.19623059866962306
tr0.19533851276359598
ms0.1881298992161254
tl0.17425968109339407
sk0.16666666666666666
az0.0799492385786802
is0.0799492385786802
reliabletrue
passestrue
10
name"Hunter"
dialogue"I can't understand a word you're saying, but I've been a cop fifteen years, and I know fear when I see it. You're scared."
detectedLang"en"
heavyLang"en"
scores
en0.8204207285787583
tl0.5205479452054795
da0.45652173913043476
no0.45652173913043476
ca0.405267629566695
sv0.37050359712230213
ro0.3524514338575393
yo0.3524514338575393
nl0.3230174081237911
it0.31906614785992216
cs0.3143976493633692
pl0.30624380574826565
et0.29718875502008035
sq0.29435483870967744
sk0.29364278506559033
de0.27083333333333337
hr0.2639327024185068
tr0.2608236536430834
hu0.24160346695557963
lv0.23830250272034822
is0.2324561403508772
fr0.2265193370165746
fi0.21082299887260428
lt0.17159763313609466
pt0.16666666666666666
az0.15966386554621848
vi0.15966386554621848
es0.15865384615384615
sl0.11392405063291139
be0.09090909090909091
eu0.09090909090909091
ms0.08256880733944955
uk0.08256880733944955
reliabletrue
passestrue
11
name"Marie"
dialogue"Oui. Très peur. Très, très peur."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8397435897435898
ca0.5283018867924528
reliabletrue
passestrue
12
name"Hunter"
dialogue"Okay. Okay. We need a translator. Does anyone in this town speak... whatever this is? French. Right. The camera, the accent—French."
detectedLang"en"
heavyLang"en"
scores
en0.8144220572640508
tl0.6565260058881257
nl0.5855535820011841
ro0.5208761122518822
sv0.5053003533568905
fr0.48604992657856094
it0.48604992657856094
da0.46112394149345654
yo0.42052980132450335
pl0.41569282136894825
de0.41373534338358464
es0.41373534338358464
ca0.40170940170940167
no0.3918331885317115
pt0.38917975567190227
ms0.36823104693140796
sl0.34210526315789475
et0.3150684931506849
hu0.3069306930693069
sq0.29789368104312935
sk0.2857142857142857
cs0.2805755395683453
hr0.25213675213675213
az0.23329682365826945
is0.19261822376009227
vi0.18414918414918416
lt0.17550058892815076
tr0.16666666666666666
eu0.16367980884109917
lv0.16367980884109917
fi0.08256880733944955
reliabletrue
passestrue
13
name"Marie"
dialogue"Française, oui. Marie. Je m'appelle Marie."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7652582159624414
it0.6006389776357828
nl0.5961227786752827
de0.5682210708117443
hr0.5636998254799301
no0.5629370629370629
sl0.5614035087719298
da0.5543672014260249
yo0.5503597122302158
sk0.5283018867924528
cs0.5247148288973384
ca0.51171875
et0.51171875
ro0.49899799599198397
tl0.4813278008298755
pt0.4791666666666667
pl0.4769874476987448
sv0.4553376906318083
en0.4541484716157206
fi0.41588785046728977
eu0.36386768447837153
es0.3573264781491003
sq0.3556701030927836
ms0.32795698924731176
lv0.3206521739130435
hu0.21875
lt0.21135646687697163
az0.20127795527156547
tr0.20127795527156547
is0.19093851132686085
reliabletrue
passestrue
14
name"Hunter"
dialogue"Marie. Hunter. Detective Hunter. There—we're getting somewhere. Listen, I need you to stay in town. Stay. Comprenez... stay?"
detectedLang"en"
heavyLang"en"
scores
en0.7931351517008888
it0.6179966044142614
tl0.5918984280532044
ro0.588163514338011
de0.5502998001332444
no0.5481927710843374
fr0.5383036935704514
sv0.5325484764542936
da0.5171673819742489
nl0.4992581602373888
ca0.4901812688821752
pt0.48473282442748095
es0.4676656151419558
hr0.4439868204283361
sl0.4407622203811102
cs0.4294167371090448
sq0.42060085836909866
pl0.4150779896013865
yo0.3571428571428572
lv0.3283582089552239
sk0.32567432567432564
eu0.32228915662650603
lt0.32160804020100503
ms0.29906542056074764
et0.28191489361702127
fi0.26789587852494573
is0.23556058890147225
tr0.22502870264064295
az0.17883211678832117
hu0.17883211678832117
be0.09395973154362416
uk0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
15
name"Marie"
dialogue"Oui, je reste. Mais dépêchez-vous. Il va recommencer. Je le sens."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7941888619854721
ro0.6437552388935456
ca0.6157323688969258
it0.5998116760828626
es0.5967741935483871
pt0.5420258620689655
sl0.5360262008733625
en0.4904076738609112
da0.4785276073619632
nl0.4378306878306878
de0.42333785617367703
hr0.4064245810055866
yo0.4014084507042254
no0.35993975903614456
sk0.3441358024691358
sv0.3410852713178295
tl0.3369734789391576
cs0.33070866141732286
az0.2904841402337229
tr0.2517605633802817
et0.24645390070921988
lv0.23971377459749554
lt0.22867513611615245
eu0.19962335216572505
hu0.18738049713193117
pl0.17635658914728683
ms0.121900826446281
sq0.121900826446281
reliabletrue
passestrue
16
name"Hunter"
dialogue"Marie, I gotta go. Stay here—somewhere public. People. Lots of people."
detectedLang"en"
heavyLang"en"
scores
en0.7796785899429757
tl0.5865758754863813
it0.5283018867924528
no0.5164960182025029
sq0.5114942528735632
ro0.5058139534883721
sv0.49941107184923444
pl0.46608040201005024
ca0.46338383838383834
da0.44733420026007803
yo0.4444444444444444
fr0.43029490616621985
de0.3997175141242938
hr0.39458689458689455
nl0.3786549707602339
cs0.3441358024691358
pt0.3410852713178295
es0.3359375
sk0.3134087237479806
lt0.3122977346278317
et0.3078175895765472
lv0.3078175895765472
hu0.2916666666666667
fi0.2869127516778523
is0.26343154246100525
eu0.24511545293072823
sl0.1448692152917505
be0.1414141414141414
tr0.1414141414141414
az0.1290983606557377
ms0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
17
name"Marie"
dialogue"Vous partez? Attendez! Mes photos—c'est important! Revenez!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.798183652875883
en0.6683250414593698
ca0.6610169491525424
es0.6422182468694096
pt0.5780590717299579
it0.5444191343963554
tl0.5397008055235903
ro0.5343422584400466
no0.5151515151515151
lt0.453551912568306
nl0.4261119081779053
da0.4244604316546763
de0.37597503900156004
sq0.37402190923317685
eu0.355877616747182
lv0.35379644588045234
tr0.3464052287581699
sv0.34102141680395387
et0.2523364485981308
az0.16666666666666666
hi0.16142557651991615
ms0.14893617021276595
pl0.14893617021276595
hr0.14346895074946467
sl0.14346895074946467
cs0.13606911447084233
hu0.13606911447084233
sk0.13606911447084233
yo0.12854030501089325
reliabletrue
passestrue
18
name"Hunter"
dialogue"And Marie—no more orchards. Not alone. You hear me?"
detectedLang"en"
heavyLang"en"
scores
en0.7819314641744548
tl0.5920745920745921
it0.5394736842105263
no0.5382585751978892
fr0.5358090185676392
es0.4664634146341463
pt0.45987654320987653
hr0.42052980132450335
sl0.41471571906354515
pl0.3848857644991213
da0.38271604938271603
sq0.3761140819964349
ca0.36936936936936937
lv0.35185185185185186
ro0.3383742911153119
tr0.3217054263565891
yo0.31640625
et0.3110236220472441
sk0.3055555555555556
ms0.29577464788732394
nl0.29577464788732394
sv0.2886178861788618
de0.2827868852459016
cs0.2813141683778234
fi0.2768595041322314
lt0.1606714628297362
eu0.15254237288135594
reliabletrue
passestrue
19
name"Marie"
dialogue"Il ne comprend pas. Personne ne comprend. Mais moi... je sais ce que j'ai vu dans les pommiers."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8274780426599749
ca0.6143057503506312
it0.5676100628930818
ro0.5295124037639007
es0.5119787045252884
nl0.502262443438914
pt0.49168207024029575
hr0.4318181818181818
de0.4246861924686192
sl0.40540540540540543
lt0.39560439560439564
sq0.36416184971098264
en0.34523809523809523
cs0.3436754176610978
sk0.3365500603136309
lv0.314214463840399
da0.31335830212234705
tr0.3081761006289308
pl0.29757343550446996
az0.2403314917127072
ms0.23822714681440443
no0.23717059639389734
et0.22969187675070027
yo0.2286115007012623
tl0.2231638418079096
hu0.20863309352517986
fi0.13793103448275862
sv0.13657770800627944
fa0.12
is0.10277324632952692
reliabletrue
passestrue