Run: 2026-10-13-01M4TC1NHCETETVRBKR61VA7AQ

Run Details

Model:
Ember-1 (Reasoning, Max)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
46.1s
Cost:
$0.042772
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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
**Voice Sheet: "The Orchard Trail" — Scene 12: Café on Main Street** --- Hunter: "Excuse me, ma'am. Detective Hunter, Alborn Police. Mind if I ask you a couple of questions?" Melanie: "Oh—Entschuldigung... sprechen Sie Deutsch? Mein Englisch ist... nicht so gut. Es tut mir leid." Hunter: "German. Of course. Okay, uh—no, I don't speak German. English only, I'm afraid." Melanie: "Nur ein bisschen... a little. Bitte, langsam. Slowly, please." Hunter: "Alright. Slow. A man is missing. Tom Weaver. Last seen on the orchard trail. Tuesday night. Were you out there? You and your camera?" Melanie: "Der Wald, ja... ich war dort. Bei den Apfelbäumen. Ich wollte den Sonnenuntergang fotografieren. Es war so friedlich, und dann—" Hunter: "Whoa, whoa—slow down. Ma'am, I can't understand a word you're saying." Melanie: "Auf den Fotos... ich habe etwas gesehen. Etwas, das da nicht hingehört. Eine Gestalt. Zwischen den Bäumen. Groß. Er hat etwas getragen... etwas Schweres. Oder—oh Gott—jemanden." Hunter: "I can see you're upset, and I wish to God I knew what you were telling me. Photos? Did you say—Fotos? You took pictures out there?" Melanie: "Ja! Ja, die Fotos! Ich habe es erst später gesehen, als ich die Bilder durchgeschaut habe. Ich konnte die ganze Nacht nicht schlafen. Hier—schauen Sie. Da. Sehen Sie es?" Hunter: "Show me. Right there—between the trees. That shadow... Ma'am, is that a person carrying something?" Melanie: "Ich weiß es nicht! Vielleicht. Was, wenn er mich gesehen hat? Ich habe solche Angst. Bitte, Sie müssen mir glauben." Hunter: "Hey, hey—it's okay. I believe something's on this camera, even if I can't understand you. This could be evidence. I need you to—hold on." Hunter: "Detective Hunter... Yeah. What? Another one? Where? ...Okay. Ten minutes." Hunter: "Listen to me. I have to go. Right now. But you—stay in town. Do not leave. I'll find someone who speaks German, and I will be back. You understand? Stay." Melanie: "Bitte... beeilen Sie sich. Er ist noch da draußen. Ich kann es spüren." Hunter: "I don't know what you just said... but I think I get the meaning. Stay safe, ma'am. I'll be back as soon as I can."
created_at"2026-10-13T10:13:35.416Z" 10/13/2026, 10:13:35 AM
model"fireworks/ember-1-20260923"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1074
moderation_latency(null)
generation_time46031
tokens_prompt306
tokens_completion2710
native_tokens_prompt365
native_tokens_completion2844
native_tokens_completion_images(null)
native_tokens_reasoning2182
native_tokens_cached364
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)
usage0.0427722
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791886415-LY70Ysh7olqPEdYr45r2"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791886415-KfXLwXAkpKkPJyULHnQ5"
upstream_id"chatcmpl-f3b89b662aef44578189c4d4e879a753"
provider_responses
0
endpoint_id"b89a2f05-4051-4446-a9b0-7bc8ae7b7c90"
id"chatcmpl-f3b89b662aef44578189c4d4e879a753"
is_byokfalse
latency1074
model_permaslug"fireworks/ember-1-20260923"
provider_name"Fireworks"
status200
total_cost0.0427722
cache_discount0.0009828
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 couple of questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7683535281539559
fr0.6568109820485745
it0.5940037476577139
tl0.5830660679923028
ca0.5279593318809005
ro0.5241581259150806
pt0.5202952029520296
no0.4988434849653045
sq0.4749596122778676
cs0.46677604593929445
es0.46413849958779885
sv0.4477485131690739
nl0.4401378122308355
hr0.42781690140845074
da0.4180841539838854
sl0.417562724014337
de0.3821292775665399
et0.37977099236641226
hu0.3725868725868726
sk0.3557978196233895
pl0.32920536635706915
yo0.32920536635706915
ms0.30703624733475476
tr0.2995689655172413
lt0.2630385487528345
is0.2588369441277081
fi0.2545871559633027
lv0.2545871559633027
az0.24242424242424243
eu0.20147420147420148
vi0.1698595146871009
be0.09722222222222222
uk0.08835904628330996
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh—Entschuldigung... sprechen Sie Deutsch? Mein Englisch ist... nicht so gut. Es tut mir leid."
detectedLang"de"
heavyLang"de"
scores
de0.8270614277808522
nl0.5592383638928068
en0.30167597765363136
sl0.2945823927765237
hr0.28489702517162474
ca0.28325688073394495
no0.28325688073394495
da0.259478672985782
ms0.22744128553770088
lt0.22456575682382132
sv0.22166874221668745
sk0.21875
es0.19041450777202074
yo0.1677762982689747
lv0.1610738255033557
pl0.1519674355495251
hi0.14500683994528044
hu0.14030261348005504
cs0.13793103448275862
vi0.1367403314917127
tr0.13073713490959665
tl0.12342215988779803
ro0.10329985652797705
is0.0994236311239193
it0.0994236311239193
reliabletrue
passestrue
2
name"Hunter"
dialogue"German. Of course. Okay, uh—no, I don't speak German. English only, I'm afraid."
detectedLang"en"
heavyLang"en"
scores
en0.7789669613773849
tl0.625984251968504
no0.46808510638297873
ro0.4626696832579186
ca0.4290865384615385
hr0.3964421855146125
sq0.38788659793814434
sv0.3708609271523179
it0.370026525198939
de0.326241134751773
tr0.32432432432432434
da0.30758017492711365
es0.3035190615835778
nl0.3004418262150221
pl0.2973372781065089
yo0.29629629629629634
fr0.2952522255192878
lv0.2899850523168909
sk0.2554858934169279
is0.24242424242424243
ms0.23014586709886548
pt0.22512234910277326
az0.21875
cs0.1810344827586207
be0.12844036697247707
hu0.12361623616236161
et0.1171003717472119
lt0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
3
name"Melanie"
dialogue"Nur ein bisschen... a little. Bitte, langsam. Slowly, please."
detectedLang"de"
heavyLang"en"
scores
de0.7495303694427051
en0.663582842724979
no0.5370370370370371
da0.49238578680203043
tl0.4557823129251701
nl0.4513031550068587
sv0.4467496542185339
ro0.43977591036414565
fr0.39668174962292607
et0.38837920489296635
ms0.38461538461538464
is0.38176197836166925
it0.3333333333333333
yo0.3127147766323024
hu0.2805755395683453
eu0.27007299270072993
lt0.26605504587155965
pt0.25925925925925924
ca0.2537313432835821
cs0.24812030075187969
es0.24812030075187969
sk0.24528301886792453
hr0.21875
pl0.2079207920792079
sl0.1836734693877551
tr0.16142557651991615
sq0.15254237288135594
az0.14893617021276595
lv0.14893617021276595
vi0.14893617021276595
fi0.13606911447084233
reliabletrue
passestrue
4
name"Hunter"
dialogue"Alright. Slow. A man is missing. Tom Weaver. Last seen on the orchard trail. Tuesday night. Were you out there? You and your camera?"
detectedLang"en"
heavyLang"en"
scores
en0.787729389208436
tl0.6538633318445736
nl0.5395127748068924
de0.4901315789473684
fr0.47457627118644075
da0.4595536959553696
no0.45306986591390264
yo0.43389335281227176
sv0.4015444015444015
ca0.3987587276958883
ms0.3409863945578231
ro0.3336199484092863
cs0.3324720068906115
et0.3165784832451499
it0.3098842386464826
is0.29159049360146255
sk0.28637200736648255
hu0.2857142857142857
sq0.28040854224698236
hr0.27502338634237605
fi0.27298311444652906
pt0.2667928098391675
az0.23645320197044337
es0.22962226640159045
pl0.19605809128630705
lv0.18677859391395593
lt0.18506834910620398
sl0.10404624277456648
hi0.09778812572759021
tr0.0903755868544601
eu0.08284023668639054
vi0.08284023668639054
reliabletrue
passestrue
5
name"Melanie"
dialogue"Der Wald, ja... ich war dort. Bei den Apfelbäumen. Ich wollte den Sonnenuntergang fotografieren. Es war so friedlich, und dann—"
detectedLang"de"
heavyLang"de"
scores
de0.8083312036800409
nl0.4929006085192698
da0.4908350305498982
no0.4791666666666667
ca0.42878903274942876
en0.39271255060728744
sk0.3718592964824121
pl0.36815501263689976
es0.36278674596431604
et0.3368700265251989
sl0.32915921288014316
lt0.32553956834532377
lv0.32249322493224936
sv0.31255728689275897
tl0.2857142857142857
ms0.24318869828456105
eu0.23469387755102045
cs0.2331288343558282
tr0.22680412371134018
sq0.21875
ro0.21218487394957983
yo0.21135646687697163
fi0.16943521594684383
hr0.1544532130777903
it0.14383561643835618
pt0.13990825688073394
hu0.11971830985915494
vi0.1166077738515901
is0.08980582524271845
az0.07292954264524104
fr0.07292954264524104
reliabletrue
passestrue
6
name"Hunter"
dialogue"Whoa, whoa—slow down. Ma'am, I can't understand a word you're saying."
detectedLang"en"
heavyLang"en"
scores
en0.7705183585313174
da0.5464247598719317
no0.5464247598719317
sv0.49223416965352446
cs0.43029490616621985
tl0.4272237196765499
pl0.4209809264305177
ro0.4162087912087912
sk0.4064245810055866
ca0.39198855507868385
de0.3795620437956204
hr0.371301775147929
nl0.3684992570579495
tr0.3675595238095238
it0.3609022556390977
hu0.3441358024691358
is0.3328100470957614
sq0.3264659270998415
yo0.3264659270998415
lt0.25438596491228066
pt0.247787610619469
az0.23835125448028674
lv0.23835125448028674
vi0.23835125448028674
es0.236983842010772
et0.22867513611615245
fr0.21586715867158673
sl0.17475728155339806
be0.1414141414141414
eu0.1414141414141414
fi0.1290983606557377
ms0.1290983606557377
uk0.1290983606557377
reliabletrue
passestrue
7
name"Melanie"
dialogue"Auf den Fotos... ich habe etwas gesehen. Etwas, das da nicht hingehört. Eine Gestalt. Zwischen den Bäumen. Groß. Er hat etwas getragen... etwas Schweres. Oder—oh Gott—jemanden."
detectedLang"de"
heavyLang"de"
scores
de0.8177777777777777
nl0.5705906996229577
sv0.5313214449016918
da0.5285188592456301
no0.4955708661417323
es0.3753808653260207
pt0.37232088181261486
tr0.30883344571813887
is0.2935906271536871
ca0.26994301994301995
eu0.26152737752161387
ro0.24798239178283202
et0.22289613343442002
ms0.215761285386381
hu0.21093148575827558
cs0.20295489891135304
it0.20046801872074882
hr0.19607843137254902
fr0.18972332015810278
pl0.187797147385103
tl0.17271993543179984
sq0.16869424168694241
lv0.16258169934640523
sk0.15707236842105263
sl0.15637860082304525
az0.13865546218487396
yo0.1372053872053872
lt0.12243150684931507
en0.12167952013710367
fi0.07906558849955077
vi0.057904411764705885
reliabletrue
passestrue
8
name"Hunter"
dialogue"I can see you're upset, and I wish to God I knew what you were telling me. Photos? Did you say—Fotos? You took pictures out there?"
detectedLang"en"
heavyLang"en"
scores
en0.809402795425667
tl0.5473747736873869
no0.47589098532494756
da0.4390426327599103
et0.4348153730218538
fr0.42440521872601683
ca0.40898345153664306
nl0.39123376623376627
de0.3832236842105263
sv0.3713327745180218
sq0.36061381074168797
lv0.34895833333333337
hr0.34612031386224934
cs0.3368700265251989
yo0.30102516309412863
pl0.29906542056074764
lt0.29245283018867924
ro0.28639391056137015
sl0.2690058479532163
sk0.2654260528893242
it0.25595238095238093
es0.24623115577889448
pt0.23547400611620795
tr0.22440537745604963
az0.20969441517386725
ms0.19614147909967844
fi0.1935483870967742
hi0.09310761789600969
be0.08536585365853659
hu0.08200734394124846
is0.07749077490774908
uk0.07749077490774908
vi0.07749077490774908
reliabletrue
passestrue
9
name"Melanie"
dialogue"Ja! Ja, die Fotos! Ich habe es erst später gesehen, als ich die Bilder durchgeschaut habe. Ich konnte die ganze Nacht nicht schlafen. Hier—schauen Sie. Da. Sehen Sie es?"
detectedLang"de"
heavyLang"de"
scores
de0.8315553060078607
nl0.5774647887323944
ca0.3644067796610169
sv0.3571428571428572
sk0.32330827067669177
pl0.3227990970654628
it0.2907801418439716
lv0.2907801418439716
es0.2817238627294493
da0.27652733118971057
eu0.2753623188405797
no0.2753623188405797
az0.2417860151642797
tr0.23208191126279862
sl0.23076923076923078
pt0.23011120615911035
cs0.21328671328671328
fi0.2112182296231376
yo0.20913884007029876
lt0.20634920634920634
et0.19427036705461057
hr0.17050691244239632
fr0.15730337078651685
en0.14691943127962084
sq0.13294797687861273
ro0.12280701754385964
hu0.10179640718562875
ru0.0759753593429158
tl0.06542056074766354
vi0.06542056074766354
reliabletrue
passestrue
10
name"Hunter"
dialogue"Show me. Right there—between the trees. That shadow... Ma'am, is that a person carrying something?"
detectedLang"en"
heavyLang"en"
scores
en0.8010407101316193
tl0.5836002562459962
nl0.48939512961508247
pt0.48778565799842394
fr0.4477485131690739
sq0.4463373083475298
es0.4318181818181818
no0.42882249560632685
de0.41704035874439455
ca0.4003690036900369
yo0.3925233644859813
ms0.37560038424591735
it0.36647173489278756
hu0.364613880742913
da0.36399217221135033
et0.327817993795243
sv0.32150313152400833
is0.31650893796004204
ro0.2554410080183276
cs0.22711058263971462
sk0.22526817640047678
sl0.214975845410628
hr0.20828258221680876
pl0.20147420147420148
lt0.19154228855721395
lv0.18238993710691823
tr0.181360201511335
fi0.1751269035532995
az0.16559691912708602
eu0.09722222222222222
vi0.09722222222222222
reliabletrue
passestrue
11
name"Melanie"
dialogue"Ich weiß es nicht! Vielleicht. Was, wenn er mich gesehen hat? Ich habe solche Angst. Bitte, Sie müssen mir glauben."
detectedLang"de"
heavyLang"de"
scores
de0.8408367439745339
nl0.5351925630810093
da0.37888198757763975
no0.3783303730017762
fi0.3210475266731329
pl0.24487594390507011
it0.2222222222222222
hu0.21348314606741572
tr0.19724770642201836
is0.19261822376009227
en0.1764705882352941
ca0.17355371900826447
es0.17355371900826447
sk0.15048543689320387
az0.1484184914841849
lv0.14634146341463414
eu0.1411042944785276
et0.13899138991389914
cs0.125
hr0.125
sv0.125
lt0.11504424778761062
yo0.11054637865311309
reliabletrue
passestrue
12
name"Hunter"
dialogue"Hey, hey—it's okay. I believe something's on this camera, even if I can't understand you. This could be evidence. I need you to—hold on."
detectedLang"en"
heavyLang"en"
scores
en0.7988580327017908
tl0.49379490529065967
da0.4584206848357792
cs0.448005698005698
no0.4436468054558506
nl0.4106463878326996
sv0.4065849923430322
fr0.3844320889594917
yo0.38049560351718625
sk0.3621399176954732
pl0.3530884808013356
ca0.3465430016863406
ro0.33704020530367834
et0.31476569407603894
it0.3141592920353982
hr0.3067978533094812
es0.30180180180180183
lv0.2973708068902992
pt0.2743445692883895
lt0.2647058823529412
sq0.2647058823529412
de0.25480769230769235
tr0.2519305019305019
ms0.20594262295081966
sl0.20185375901132854
hu0.19186652763295098
fi0.16216216216216217
is0.15021929824561403
hi0.09778812572759021
be0.08284023668639054
az0.07517899761336516
uk0.07517899761336516
vi0.07517899761336516
reliabletrue
passestrue
13
name"Hunter"
dialogue"Detective Hunter... Yeah. What? Another one? Where? ...Okay. Ten minutes."
detectedLang"en"
heavyLang"en"
scores
en0.7929606625258799
tl0.6186844613918017
fr0.5203836930455635
de0.49558638083228246
ca0.49174078780177893
ro0.4878361075544174
es0.46308724832214765
da0.43741209563994377
it0.4310099573257468
nl0.42775393419170243
pt0.42528735632183906
sq0.4227994227994228
pl0.3930197268588771
cs0.38080495356037153
no0.36
hr0.355877616747182
sv0.34102141680395387
sl0.3311036789297659
sk0.30313588850174217
lt0.2831541218637993
et0.26335174953959484
ms0.2277992277992278
fi0.15254237288135594
tr0.12854030501089325
reliabletrue
passestrue
14
name"Hunter"
dialogue"Listen to me. I have to go. Right now. But you—stay in town. Do not leave. I'll find someone who speaks German, and I will be back. You understand? Stay."
detectedLang"en"
heavyLang"en"
scores
en0.8183893731838938
tl0.621866897147796
da0.5423640167364017
no0.5053702656868287
de0.47161835748792263
yo0.4615384615384615
pl0.45853960396039606
sv0.4412515964240102
nl0.41156691324815065
cs0.40435670524166095
sl0.38249823570924485
sq0.37810945273631835
ro0.37722419928825623
it0.3566176470588235
sk0.3561442236938926
hr0.33962264150943394
pt0.3055555555555556
fr0.2653232577665827
es0.26346801346801346
et0.25341296928327645
tr0.2456896551724138
lt0.24176776429809357
lv0.23647469458987785
hu0.23178226514486389
fi0.23110720562390158
ms0.20742753623188404
ca0.2023701002734731
az0.19871794871794873
is0.1913123844731978
vi0.16587225929456625
eu0.11794354838709678
be0.07407407407407407
uk0.06716417910447761
reliabletrue
passestrue
15
name"Melanie"
dialogue"Bitte... beeilen Sie sich. Er ist noch da draußen. Ich kann es spüren."
detectedLang"de"
heavyLang"de"
scores
de0.8271889400921658
no0.5238095238095238
da0.48156682027649766
tr0.4779582366589328
is0.41709844559585496
nl0.39839572192513373
pl0.39189189189189183
lv0.33035714285714285
eu0.3202416918429003
es0.3181818181818182
lt0.3066255778120185
it0.2890995260663507
ca0.24623115577889448
pt0.21875
sk0.21602787456445993
sl0.21465968586387435
hr0.2077464788732394
et0.20071047957371224
az0.1906474820143885
hi0.1906474820143885
hu0.1847826086956522
sv0.15413533834586465
yo0.14285714285714285
fi0.13793103448275862
ro0.12959381044487428
tl0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
16
name"Hunter"
dialogue"I don't know what you just said... but I think I get the meaning. Stay safe, ma'am. I'll be back as soon as I can."
detectedLang"en"
heavyLang"en"
scores
en0.8211219232970808
tl0.49637389202256244
sv0.42075996292863765
yo0.38605108055009824
no0.36676798378926034
da0.35831622176591377
sq0.32505399568034554
nl0.3206521739130435
ca0.31842966194111233
et0.30709534368070956
is0.3040089086859688
hu0.29932735426008966
cs0.2264851485148515
lt0.21875
ms0.21580928481806777
fr0.20986093552465232
tr0.19041450777202074
pt0.18407310704960833
az0.1830065359477124
hr0.1819371727748691
pl0.1677762982689747
it0.15540540540540537
ja0.13793103448275862
ro0.12587412587412586
sk0.10329985652797705
be0.10071942446043164
lv0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue