Run: 2026-10-13-01M4TBJG3HM1J778HC1R6R2SV2

Run Details

Model:
Ember-1 (Reasoning, Max)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
1m 50s
Cost:
$0.098751
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="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: "Otra vez... ese hombre otra vez. ¿Quién es? ¿Por qué está en todas mis fotos?" Hunter: "Excuse me, ma'am. Detective Hunter, Alborn Police. Mind if I ask you a few questions about Saturday night?" Maria: "¿Perdón? Lo siento... no hablo inglés. No entiendo." Hunter: "Right. Okay. You were at the apple festival, taking pictures. Half the town saw you with that camera. That right?" Maria: "¿Fotos? Sí, sí, yo tomo fotos. Pero señor, escúcheme — vi algo. Algo malo. Mire, mire mi cámara, por favor." Hunter: "Whoa — slow down. I don't... ma'am, do you speak English? Any English at all?" Maria: "No, no inglés. Mire. Esta foto. La chica — la chica de los carteles, la que desapareció. Está aquí. Y detrás de ella... ese hombre. Mírelo. Ese hombre." Hunter: "That's Emma Larson. Might be the last picture anybody took of her. And this man behind her... Ma'am, this is important. Im-por-tant." Maria: "¿Importante? Sí, sí — por eso se lo muestro. Espere, hay más. Esta la tomé ayer, cerca del río, junto al puente viejo." Hunter: "Same man. Same jacket. Is he — he's digging. Ma'am, where is this? Show me. Point. Point to where." Maria: "El río, señor. Por el puente viejo, donde están los sauces. Yo estaba fotografiando el paisaje y lo vi. Cavando, con una pala. Señor, tengo miedo. ¿Qué le pasó a la chica? ¿Dónde está?" Hunter: "I don't know what you're asking me, but I can guess. And I wish I had an answer for you. [calling out] Anybody in here speak Spanish? Anyone? ...Three thousand people in this town. Figures." Maria: "Perdón... yo quiero ayudar, pero no sé cómo. Las fotos — las fotos son todo lo que tengo." Hunter: "The pictures. Yeah. The pictures I understand. They're worth a thousand— hold on." Hunter: "[answering his phone] Hunter. Yeah. ...Where? ...When? Nobody touches a thing, you hear me? I'm on my way." Maria: "¿Qué pasa? ¿La encontraron? ¡Señor, espere! ¡Llévese las fotos! ¡Por favor, tiene que encontrarla!" Hunter: "I have to go. But you — stay. Stay in town. Do not leave. Here, my card. I'll come back with someone who speaks Spanish. Tomorrow. To-mor-row." Maria: "¿Mañana? Sí... sí, estaré aquí. Por favor, señor. Encuéntrela. Por favor." Hunter: "We'll find her, ma'am. That's a promise. And those pictures — keep them close. You might be the only witness we've got."
created_at"2026-10-13T10:05:18.332Z" 10/13/2026, 10:05:18 AM
model"fireworks/ember-1-20260923"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency570
moderation_latency(null)
generation_time109511
tokens_prompt304
tokens_completion6201
native_tokens_prompt361
native_tokens_completion6576
native_tokens_completion_images(null)
native_tokens_reasoning5828
native_tokens_cached360
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)
usage0.098751
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791885918-CQ4JLJQlnVEowkBegUS5"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791885918-hvF46JKfIWnXAU8wHsT3"
upstream_id"chatcmpl-830b31dfda2c46d5878c415c3da85275"
provider_responses
0
endpoint_id"b89a2f05-4051-4446-a9b0-7bc8ae7b7c90"
id"chatcmpl-830b31dfda2c46d5878c415c3da85275"
is_byokfalse
latency570
model_permaslug"fireworks/ember-1-20260923"
provider_name"Fireworks"
status200
total_cost0.098751
cache_discount0.000972
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"Maria"
dialogue"Otra vez... ese hombre otra vez. ¿Quién es? ¿Por qué está en todas mis fotos?"
detectedLang"es"
heavyLang"es"
scores
es0.8300604229607251
pt0.6621621621621622
ca0.5920217588395286
lv0.5054945054945055
fr0.49037372593431483
nl0.44717444717444715
de0.38101788170563966
lt0.34210526315789475
da0.3150684931506849
sv0.3150684931506849
no0.3055555555555556
et0.30124223602484473
sq0.3001555209953344
tr0.2857142857142857
it0.27652733118971057
en0.267100977198697
cs0.2549668874172185
sk0.24242424242424243
sl0.2398648648648649
is0.22945205479452058
hu0.1847826086956522
tl0.16974169741697415
yo0.16201117318435754
fi0.15730337078651685
eu0.14285714285714285
hr0.12959381044487428
az0.11591355599214145
pl0.11591355599214145
ro0.11591355599214145
reliabletrue
passestrue
1
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
2
name"Maria"
dialogue"¿Perdón? Lo siento... no hablo inglés. No entiendo."
detectedLang"es"
heavyLang"es"
scores
es0.8128957973517559
pt0.6956928838951311
it0.6578947368421053
ca0.5962732919254659
fr0.5045731707317073
lt0.473257698541329
en0.375
sk0.3737957610789981
tl0.36399217221135033
tr0.3380855397148676
et0.32150313152400833
yo0.29653679653679654
lv0.2872807017543859
hu0.24065420560747666
ms0.2388758782201405
hr0.23708920187793428
no0.22985781990521328
cs0.2243436754176611
fi0.21875
vi0.21875
nl0.19154228855721395
pl0.1875
sq0.181360201511335
reliabletrue
passestrue
3
name"Hunter"
dialogue"Right. Okay. You were at the apple festival, taking pictures. Half the town saw you with that camera. That right?"
detectedLang"en"
heavyLang"en"
scores
en0.7975025312183598
tl0.7141495950452595
fr0.5824634655532359
nl0.5279307631785995
no0.526813880126183
da0.49409780775716694
de0.46428571428571425
ms0.45799457994579945
sv0.4520547945205479
ca0.4434137291280148
it0.4225216554379211
es0.41972920696324956
ro0.4163424124513619
et0.3265993265993266
sq0.3174061433447099
pt0.3119266055045872
cs0.3063583815028902
sl0.3006993006993007
hr0.250936329588015
sk0.23954372623574144
yo0.23175416133162616
pl0.2197659297789337
lv0.19571045576407506
fi0.19246298788694483
lt0.17355371900826447
az0.16434540389972147
tr0.12536443148688048
is0.10581222056631893
hu0.10044977511244377
reliabletrue
passestrue
4
name"Maria"
dialogue"¿Fotos? Sí, sí, yo tomo fotos. Pero señor, escúcheme — vi algo. Algo malo. Mire, mire mi cámara, por favor."
detectedLang"es"
heavyLang"es"
scores
es0.7510668563300142
pt0.5528109028960818
ca0.51071761416589
sq0.40878378378378377
yo0.38596491228070173
it0.38380281690140844
tl0.38380281690140844
sl0.37722419928825623
da0.336283185840708
sv0.33375634517766495
no0.3225806451612903
en0.3208279430789133
sk0.3110236220472441
hr0.3073878627968338
tr0.29435483870967744
fr0.29245283018867924
ro0.29149797570850206
nl0.27486187845303867
cs0.22106824925816024
lt0.21407185628742514
pl0.20694864048338368
de0.2033383915022762
lv0.2033383915022762
vi0.16
hu0.13934426229508196
et0.10714285714285714
az0.10102739726027396
reliabletrue
passestrue
5
name"Hunter"
dialogue"Whoa — slow down. I don't... ma'am, do you speak English? Any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.7840447154471545
tl0.5430107526881721
no0.5213963963963963
da0.47595561035758327
hr0.4378306878306878
sq0.4318181818181818
cs0.4264507422402159
sv0.3988684582743989
ca0.38936781609195403
pl0.3876080691642651
sk0.32432432432432434
it0.3055555555555556
vi0.2904841402337229
yo0.2796610169491525
ro0.27597955706984667
pt0.2685025817555938
et0.2621527777777778
de0.2530755711775044
sl0.22018348623853207
ms0.1448692152917505
be0.1414141414141414
tr0.1414141414141414
hu0.1361788617886179
az0.1290983606557377
is0.1290983606557377
lt0.1290983606557377
lv0.1290983606557377
uk0.1290983606557377
reliabletrue
passestrue
6
name"Maria"
dialogue"No, no inglés. Mire. Esta foto. La chica — la chica de los carteles, la que desapareció. Está aquí. Y detrás de ella... ese hombre. Mírelo. Ese hombre."
detectedLang"es"
heavyLang"es"
scores
es0.800747198007472
ca0.6900426191398683
pt0.6520226185297956
fr0.5166163141993958
it0.4455994455994456
no0.39984996249062266
ro0.3980436418359669
hu0.3893129770992366
sk0.35170178282009723
en0.34318555008210183
tl0.33774834437086093
tr0.30675909878682844
cs0.293909973521624
yo0.27140255009107467
et0.2647058823529412
de0.25719591457753016
lv0.2530345471521942
da0.2438563327032136
sq0.23518164435946462
pl0.23298178331735378
nl0.2125984251968504
sv0.1861648016276704
vi0.18533604887983707
eu0.1683991683991684
hr0.16666666666666666
ms0.14893617021276595
fi0.10614525139664804
sl0.08779931584948689
lt0.07940161104718067
az0.07300115874855156
reliabletrue
passestrue
7
name"Hunter"
dialogue"That's Emma Larson. Might be the last picture anybody took of her. And this man behind her... Ma'am, this is important. Im-por-tant."
detectedLang"en"
heavyLang"en"
scores
en0.7847222222222222
tl0.6039856923863056
no0.4974059662775616
da0.47457627118644075
yo0.47243022464261397
fr0.46588559614059266
nl0.44324712643678155
de0.42077727952167415
sq0.4001547987616099
sv0.3621399176954732
ca0.35737976782752895
pt0.3481917577796467
es0.3141592920353982
ro0.31294326241134746
it0.26609848484848486
lt0.2633079847908745
hu0.2590822179732314
is0.24537487828627072
tr0.20918367346938777
hr0.1952232606438214
sk0.18848167539267016
eu0.15393013100436684
lv0.12231030577576443
pl0.11225658648339061
sl0.0935672514619883
cs0.0914419695193435
ms0.0914419695193435
et0.0903755868544601
reliabletrue
passestrue
8
name"Maria"
dialogue"¿Importante? Sí, sí — por eso se lo muestro. Espere, hay más. Esta la tomé ayer, cerca del río, junto al puente viejo."
detectedLang"es"
heavyLang"es"
scores
es0.809789500380421
it0.693126022913257
pt0.6729175752289576
ca0.6345029239766081
ro0.5803021824286514
yo0.47257383966244726
fr0.46808510638297873
tl0.44320712694877507
sq0.42878903274942876
no0.42660550458715596
da0.358974358974359
vi0.2964352720450282
sl0.28842504743833014
eu0.2704280155642024
en0.2661448140900196
sv0.25298804780876494
cs0.2299794661190965
nl0.2219917012448133
hr0.2163009404388715
fi0.19268030139935413
de0.17400881057268722
sk0.16666666666666666
hu0.14285714285714285
ms0.11347517730496455
tr0.09638554216867469
lt0.08980582524271845
reliabletrue
passestrue
9
name"Hunter"
dialogue"Same man. Same jacket. Is he — he's digging. Ma'am, where is this? Show me. Point. Point to where."
detectedLang"en"
heavyLang"en"
scores
en0.7976139752876011
tl0.6687587168758717
nl0.5301681503461919
no0.4994731296101159
da0.4483159117305459
yo0.43045563549160676
fr0.38311688311688313
sv0.3457300275482094
lv0.326241134751773
pl0.3233618233618234
sq0.32239657631954355
sl0.3055555555555556
lt0.29420505200594355
de0.2899850523168909
hr0.2899850523168909
es0.2813918305597579
fi0.25897035881435254
pt0.2578125
ms0.25196850393700787
hu0.2448330683624801
sk0.21746293245469525
cs0.21617161716171615
et0.16666666666666666
is0.16225749559082892
ca0.1607773851590106
it0.14414414414414414
reliabletrue
passestrue
10
name"Maria"
dialogue"El río, señor. Por el puente viejo, donde están los sauces. Yo estaba fotografiando el paisaje y lo vi. Cavando, con una pala. Señor, tengo miedo. ¿Qué le pasó a la chica? ¿Dónde está?"
detectedLang"es"
heavyLang"es"
scores
es0.7945445007868509
it0.5706978443551334
ca0.5513554791905307
pt0.5269726247987117
ro0.41774033696729435
fr0.41132264529058116
tl0.37896405919661735
hu0.33238636363636365
vi0.3281875357347056
yo0.32432432432432434
nl0.30184194890077237
sq0.2985074626865672
en0.29429429429429427
no0.29429429429429427
cs0.2683686176836862
da0.2586750788643533
sk0.2582070707070707
sv0.25111536010197577
eu0.24046541693600518
de0.229002624671916
sl0.22646477946017116
pl0.22030524220305242
et0.18853591160220995
hr0.17485955056179778
az0.1660752306600426
ms0.16011436740528948
lt0.15039768618944324
tr0.14916727009413466
lv0.14045354791514264
is0.13602941176470587
fi0.10714285714285714
reliabletrue
passestrue
11
name"Hunter"
dialogue"I don't know what you're asking me, but I can guess. And I wish I had an answer for you. Anybody in here speak Spanish? Anyone? ...Three thousand people in this town. Figures."
detectedLang"en"
heavyLang"en"
scores
en0.8157669237360753
tl0.5740887480190174
no0.40574903261470424
nl0.3453105968331303
ro0.33927473878303627
sq0.3339529120198265
de0.3217665615141955
fr0.3213383838383838
da0.28949107732980833
it0.2765814266487214
sv0.26920462270564244
ca0.26621160409556316
yo0.255024255024255
pt0.22606191504679624
cs0.19535928143712578
et0.19233658903080392
sl0.18375094912680334
ms0.18188736681887366
az0.1724403387220939
tr0.168600154679041
pl0.16342412451361868
vi0.13793103448275862
es0.13723916532905298
sk0.12244897959183673
lv0.11957411957411958
hr0.11449752883031301
hu0.11376751854905194
is0.11083540115798181
eu0.08821034775233248
fi0.06521739130434782
be0.061135371179039305
lt0.05536028119507908
uk0.05536028119507908
reliabletrue
passestrue
12
name"Maria"
dialogue"Perdón... yo quiero ayudar, pero no sé cómo. Las fotos — las fotos son todo lo que tengo."
detectedLang"es"
heavyLang"es"
scores
es0.8219131614654003
ca0.6214852198990627
pt0.6122599704579025
it0.5320855614973261
tl0.4755244755244755
fr0.45987654320987653
yo0.37648456057007124
tr0.336283185840708
lv0.3354430379746835
is0.3073878627968338
lt0.3
pl0.29624664879356566
ms0.279835390946502
en0.25
az0.2435158501440922
hr0.24242424242424243
sk0.23133235724743775
no0.2290748898678414
sl0.21524663677130043
sq0.20454545454545453
de0.2033383915022762
nl0.2033383915022762
eu0.17452830188679244
vi0.14772727272727273
hu0.12790697674418602
cs0.11317567567567569
et0.10714285714285714
da0.10102739726027396
ro0.10102739726027396
sv0.10102739726027396
reliabletrue
passestrue
13
name"Hunter"
dialogue"The pictures. Yeah. The pictures I understand. They're worth a thousand— hold on."
detectedLang"en"
heavyLang"en"
scores
en0.8006714225765841
no0.6227164416203336
da0.6196957566052843
tl0.5803886925795053
sv0.5419479267116682
ca0.5333988212180746
fr0.5108135942327497
ro0.489247311827957
de0.4762954796030871
nl0.45961319681456203
cs0.4546498277841562
pl0.45276497695852536
yo0.44959443800695253
et0.4431418522860493
sk0.4351961950059453
hr0.4164619164619165
sq0.3741765480895916
it0.3356643356643356
hu0.31948424068767906
lv0.31259044862518093
fi0.309593023255814
is0.30858806404657935
tr0.23633440514469453
lt0.23387096774193547
ms0.22889610389610393
pt0.22764227642276424
az0.21875
vi0.21875
es0.21746293245469525
sl0.1592920353982301
hi0.15026833631484796
be0.12844036697247707
eu0.12844036697247707
uk0.1171003717472119
reliabletrue
passestrue
14
name"Hunter"
dialogue"Hunter. Yeah. ...Where? ...When? Nobody touches a thing, you hear me? I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8077662437524028
fr0.5458673932788375
tl0.5224450811843362
cs0.4731296101159114
sk0.4246260069044879
sq0.4165694282380397
de0.4026284348864994
nl0.38800489596083226
et0.3842364532019704
es0.38271604938271603
ca0.37027707808564225
pt0.3678887484197219
fi0.3654822335025381
ms0.36224489795918363
pl0.3597951344430218
it0.34895833333333337
no0.3234100135317997
sl0.32157394843962006
hr0.2857142857142857
ro0.28366762177650434
yo0.2795389048991354
hu0.2378048780487805
da0.23547400611620795
tr0.21383647798742136
sv0.21011058451816747
hi0.14383561643835618
lt0.14089347079037798
is0.13043478260869565
az0.12280701754385964
eu0.12280701754385964
lv0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
15
name"Maria"
dialogue"¿Qué pasa? ¿La encontraron? ¡Señor, espere! ¡Llévese las fotos! ¡Por favor, tiene que encontrarla!"
detectedLang"es"
heavyLang"es"
scores
es0.7891363022941971
pt0.6016571064372211
ca0.5880026367831246
it0.5730874316939891
fr0.5109546165884193
ro0.41588785046728977
sq0.3984600577478344
tl0.38057482656095143
no0.3699596774193548
nl0.36676798378926034
en0.3329775880469584
tr0.3032329988851728
az0.2945823927765237
eu0.2638398115429918
yo0.22360248447204967
lt0.18619791666666666
cs0.1819371727748691
de0.17654808959156787
lv0.17654808959156787
sl0.17437252311756934
da0.16555407209612816
sv0.16555407209612816
vi0.11847672778561354
is0.11598302687411598
fi0.10841654778887304
hr0.09682080924855492
sk0.09682080924855492
et0.09156976744186046
pl0.08625730994152046
reliabletrue
passestrue
16
name"Hunter"
dialogue"I have to go. But you — stay. Stay in town. Do not leave. Here, my card. I'll come back with someone who speaks Spanish. Tomorrow. To-mor-row."
detectedLang"en"
heavyLang"en"
scores
en0.8026640355204736
tl0.5606809445359693
pl0.46236559139784944
da0.4207096307023896
cs0.39984996249062266
yo0.3685872138910813
no0.35170178282009723
sq0.35012185215272135
it0.3464052287581699
sk0.3453355155482815
sl0.3305439330543933
hr0.3191489361702128
sv0.28888888888888886
ro0.2805755395683453
nl0.2277992277992278
pt0.2263056092843327
de0.22555663117134558
et0.20159680638722555
lv0.18781725888324874
vi0.17864476386036962
lt0.17269906928645296
ms0.16054564533053514
tr0.15611814345991562
az0.15522703273495247
ca0.14712153518123666
hu0.14712153518123666
fr0.0990990990990991
es0.0888382687927107
be0.08045977011494253
is0.07300115874855156
uk0.07300115874855156
reliabletrue
passestrue
17
name"Maria"
dialogue"¿Mañana? Sí... sí, estaré aquí. Por favor, señor. Encuéntrela. Por favor."
detectedLang"es"
heavyLang"es"
scores
es0.7807017543859649
ca0.6685998342999171
pt0.5609220636663008
fr0.3993993993993994
eu0.3710691823899371
sq0.3277310924369748
en0.2907801418439716
yo0.27007299270072993
cs0.16317991631799164
it0.16317991631799164
sk0.16317991631799164
ro0.15254237288135594
da0.13978494623655913
nl0.13978494623655913
no0.13978494623655913
sl0.13978494623655913
sv0.13978494623655913
reliabletrue
passestrue
18
name"Hunter"
dialogue"We'll find her, ma'am. That's a promise. And those pictures — keep them close. You might be the only witness we've got."
detectedLang"en"
heavyLang"en"
scores
en0.7926924073594196
tl0.5346131471785922
fr0.4444444444444444
da0.42569992821249103
yo0.38884644766997706
de0.354317998385795
ro0.35379644588045234
cs0.3522267206477733
no0.3469387755102041
sq0.33829611248966085
ca0.31798806479113384
et0.2694063926940639
nl0.2626728110599078
hu0.25442684063373716
lt0.2523364485981308
lv0.22178988326848248
pt0.21182266009852216
sv0.2102665350444225
es0.20159680638722555
tr0.20159680638722555
ms0.2
hr0.19597989949748743
it0.1935483870967742
pl0.17355371900826447
sl0.16666666666666666
zh0.16142557651991615
sk0.13978494623655913
is0.08571428571428572
az0.08045977011494253
eu0.08045977011494253
vi0.08045977011494253
fi0.07300115874855156
reliabletrue
passestrue