Run: 2026-10-13-01M4TAT0ZYWBZCT822BQGK0YT4

Run Details

Model:
Ember-1 (Reasoning, Max)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
53.7s
Cost:
$0.049938
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="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: "Mi scusi... non parlo inglese. Non capisco." Hunter: "Right. Uh — English? Do you speak any English? No? Okay. This is going to be fun. Detective Hunter, Alborn Police. Polizia. You understand? Polizia?" Isabella: "Ah, sì! Lei è polizia? Grazie a Dio. È per la ragazza, vero? La ragazza scomparsa?" Hunter: "I'm sorry, ma'am, I don't understand a word you're saying. I'm investigating the disappearance of Emily Larson. She went missing Saturday, during the apple festival. Did you see anything? Anything at all?" Isabella: "L'ho vista. Al festival delle mele. L'ho fotografata. Mio Dio, non riesco a smettere di pensarci..." Hunter: "Whoa, whoa — slow down. 'Fotografata'? Foto? You took a photo of her?" Isabella: "Sì, sì! Le foto! Ero nel bosco, vicino al frutteto, a fotografare il tramonto. E poi... ho sentito un grido. Un grido terribile." Hunter: "Ma'am, please, I can't— woods? Orchard? Were you near the orchard? You're pointing at the camera. Show me. Show me the camera." Isabella: "Guardi. Questa. L'ultima foto prima che scappassi. C'era un furgone scuro, dietro gli alberi. E un uomo... con il cappuccio. Non ho visto il viso." Hunter: "I'll be damned. That van, right there in the tree line. Ma'am, this is evidence. Do not delete this. Understand? No delete. No." Isabella: "E se mi ha visto? Se sa che ho le foto? Non dormo da tre notti. Ho paura, capisce? Ho tanta paura." Hunter: "Hey. Hey, look at me. 'Paura' — you're scared. I can see that. Nobody is going to hurt you. I promise. I need a translator — traduttore? Someone who speaks Italian. The community college in Duluth, maybe." Isabella: "Sì, un traduttore. Per favore. Voglio solo aiutare quella povera ragazza." Hunter: "Hold on, my phone. — Hunter. ... When? ... Same as the others? ... Any witnesses? ... Seal off the orchard road, nobody in or out. I'm ten minutes away." Hunter: "I have to go. There's been— another one. Ma'am, listen. Stay in town. Don't talk to anyone about these photos. Anyone. Capisce?" Isabella: "Un'altra? Oh, no... Va bene, va bene. Resterò qui. Ma torni, per favore. Torni presto." Hunter: "I'll be back. With a translator. Keep that camera close, signorina. Close."
created_at"2026-10-13T09:51:56.424Z" 10/13/2026, 9:51:56 AM
model"fireworks/ember-1-20260923"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency542
moderation_latency(null)
generation_time53707
tokens_prompt308
tokens_completion3091
native_tokens_prompt366
native_tokens_completion3256
native_tokens_completion_images(null)
native_tokens_reasoning2569
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)
usage0.049938
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1791885116-HmRwNEe2I6nyu2pZooH9"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1791885116-PrzFrUqkPOpgRKe0hqGN"
upstream_id"chatcmpl-bce9a40aef8642908f321d07193db3ca"
provider_responses
0
endpoint_id"b89a2f05-4051-4446-a9b0-7bc8ae7b7c90"
id"chatcmpl-bce9a40aef8642908f321d07193db3ca"
is_byokfalse
latency542
model_permaslug"fireworks/ember-1-20260923"
provider_name"Fireworks"
status200
total_cost0.049938
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"Isabella"
dialogue"Mi scusi... non parlo inglese. Non capisco."
detectedLang"it"
heavyLang"it"
scores
it0.7837370242214533
es0.6761658031088082
fr0.5711835334476844
pt0.5614035087719298
yo0.5318352059925093
ro0.4969818913480885
en0.4877049180327869
ca0.47589098532494756
sl0.38271604938271603
hu0.37810945273631835
sk0.37810945273631835
tl0.3718592964824121
cs0.3670886075949367
pl0.3670886075949367
hr0.36061381074168797
et0.358974358974359
tr0.3438320209973753
eu0.258160237388724
az0.21875
de0.20127795527156547
lt0.20127795527156547
ms0.20127795527156547
nl0.20127795527156547
da0.19093851132686085
lv0.19093851132686085
no0.19093851132686085
sq0.19093851132686085
sv0.19093851132686085
reliabletrue
passestrue
1
name"Hunter"
dialogue"Right. Uh — English? Do you speak any English? No? Okay. This is going to be fun. Detective Hunter, Alborn Police. Polizia. You understand? Polizia?"
detectedLang"en"
heavyLang"en"
scores
en0.795970415710278
tl0.6159385501680269
no0.5310668229777257
da0.5021779713752333
ro0.4740302432610125
yo0.4616419919246299
cs0.4594594594594595
hr0.44598337950138506
sk0.4289793004996431
pt0.427344309234073
de0.4248741912293314
it0.4248741912293314
ca0.41986947063089197
nl0.4152046783625731
sl0.3980436418359669
pl0.3934799090219864
sv0.38884644766997706
fr0.3850883935434281
es0.3277310924369748
sq0.3049522154648132
hu0.3019197207678883
lv0.29947460595446584
lt0.2747053490480508
tr0.21491658488714427
ms0.2102665350444225
eu0.1902834008097166
is0.17184265010351968
vi0.12184412733260154
et0.10011248593925759
fi0.09502262443438914
az0.08571428571428572
reliabletrue
passestrue
2
name"Isabella"
dialogue"Ah, sì! Lei è polizia? Grazie a Dio. È per la ragazza, vero? La ragazza scomparsa?"
detectedLang"it"
heavyLang"it"
scores
it0.8135874067937034
ro0.5992876224398931
ca0.5770676691729324
yo0.5346432264736298
es0.5092693565976009
eu0.45121951219512196
fr0.44785276073619634
sq0.4201030927835051
no0.4178525226390685
en0.40554821664464996
pt0.40318302387267907
hr0.4015957446808511
lt0.3894165535956581
pl0.3894165535956581
nl0.35437589670014347
sv0.35064935064935066
tr0.34497816593886466
az0.34114202049780384
hu0.33920704845814975
tl0.33920704845814975
de0.3353028064992614
cs0.33135215453194655
sk0.32432432432432434
sl0.2868462757527734
da0.2647058823529412
lv0.26108374384236455
vi0.2549668874172185
et0.2524916943521595
fi0.24623115577889448
ms0.24369747899159663
is0.14285714285714285
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry, ma'am, I don't understand a word you're saying. I'm investigating the disappearance of Emily Larson. She went missing Saturday, during the apple festival. Did you see anything? Anything at all?"
detectedLang"en"
heavyLang"en"
scores
en0.7931626600062441
tl0.6047136038186157
no0.5685444480625204
da0.5407279029462738
nl0.5150073206442166
sv0.501692365550959
it0.4805958447667581
de0.46050488599348527
fr0.4313304721030043
pt0.413716814159292
ms0.4121561668145519
sq0.3862899490504863
ro0.3785178236397749
cs0.3714421252371916
hr0.3504901960784314
et0.345679012345679
ca0.34535573122529645
es0.3388223552894212
is0.3331655762455964
sk0.31382703262558265
lt0.27277716794731066
yo0.26795580110497236
sl0.2601898380792853
az0.24673109721432634
pl0.21921037124337067
lv0.20563549160671463
hu0.17956656346749225
fi0.16561712846347604
tr0.15712468193384224
vi0.09122085048010975
be0.05017921146953405
eu0.05017921146953405
uk0.045389048991354465
reliabletrue
passestrue
4
name"Isabella"
dialogue"L'ho vista. Al festival delle mele. L'ho fotografata. Mio Dio, non riesco a smettere di pensarci..."
detectedLang"it"
heavyLang"it"
scores
it0.7638208537438769
es0.5962918660287081
da0.5909090909090909
ca0.5874083129584352
no0.5383036935704514
ro0.5226308345120226
hr0.5175125089349536
pt0.5143884892086331
nl0.5133381398702236
de0.5076586433260394
sl0.49888641425389757
fr0.4962686567164179
ms0.47956823438704704
et0.45432497978981407
en0.44581280788177335
eu0.43656093489148584
tl0.43656093489148584
cs0.43324937027707805
sv0.43133951137320975
lv0.4058098591549295
lt0.40528634361233484
fi0.3951612903225807
sk0.3951612903225807
sq0.3697478991596639
pl0.3433852140077821
az0.3133265513733469
hu0.30268595041322316
tr0.29096638655462187
yo0.2710583153347732
is0.23728813559322032
vi0.1983372921615202
reliabletrue
passestrue
5
name"Hunter"
dialogue"Whoa, whoa — slow down. 'Fotografata'? Foto? You took a photo of her?"
detectedLang"en"
heavyLang"en"
scores
en0.7435020519835841
fr0.520460358056266
no0.4897959183673469
cs0.4877049180327869
tl0.4791666666666667
ro0.45014662756598234
ca0.4444444444444444
da0.4131455399061033
nl0.4085173501577287
yo0.3822075782537067
de0.36224489795918363
sk0.35344827586206895
tr0.35008665511265163
pt0.3466898954703833
es0.33745583038869253
it0.3339253996447602
hr0.3131868131868132
pl0.3093922651933701
sl0.3081180811808118
is0.3042671614100185
hu0.2937853107344633
lv0.2618110236220473
et0.2454728370221328
lt0.17943107221006563
hi0.17035398230088497
sq0.1610738255033557
az0.15730337078651685
eu0.15730337078651685
vi0.15730337078651685
fi0.14383561643835618
ms0.14383561643835618
sv0.14383561643835618
reliabletrue
passestrue
6
name"Isabella"
dialogue"Sì, sì! Le foto! Ero nel bosco, vicino al frutteto, a fotografare il tramonto. E poi... ho sentito un grido. Un grido terribile."
detectedLang"it"
heavyLang"it"
scores
it0.7847638925123924
es0.6457707170459425
ca0.5797249108507386
ro0.576923076923077
fr0.5554956896551724
pt0.5217391304347826
yo0.4731800766283525
sl0.44519166106254204
no0.41901408450704225
nl0.4148936170212766
lv0.4043321299638989
de0.3951612903225807
sk0.38752783964365256
cs0.38016528925619836
sq0.3792325056433409
da0.36194895591647336
en0.3614551083591331
hr0.35039370078740156
az0.3441971383147853
pl0.3431528662420382
tr0.33894230769230765
hu0.3232157506152584
lt0.3193069306930693
et0.3096234309623431
sv0.2712014134275618
ms0.26666666666666666
eu0.23255813953488372
fi0.23112767940354148
tl0.1935483870967742
is0.14684591520165458
vi0.0782122905027933
reliabletrue
passestrue
7
name"Hunter"
dialogue"Ma'am, please, I can't— woods? Orchard? Were you near the orchard? You're pointing at the camera. Show me. Show me the camera."
detectedLang"en"
heavyLang"en"
scores
en0.792220744680851
tl0.6565934065934066
no0.5074862096138691
nl0.4434550311665183
it0.44246208742194465
ro0.4399641577060932
da0.4281793229643184
fr0.40532825880114176
sv0.37686939182452645
sq0.3654822335025381
ms0.34210526315789475
ca0.2774566473988439
pt0.2707117852975496
de0.2664319248826291
pl0.2586002372479241
hr0.24789410348977134
es0.2433414043583535
yo0.2368742368742369
cs0.2264851485148515
et0.20178799489144317
lt0.1925064599483204
is0.18086500655307994
sl0.12342215988779803
fi0.10714285714285714
sk0.10329985652797705
be0.10071942446043164
tr0.10071942446043164
hu0.09682080924855492
az0.09156976744186046
lv0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
8
name"Isabella"
dialogue"Guardi. Questa. L'ultima foto prima che scappassi. C'era un furgone scuro, dietro gli alberi. E un uomo... con il cappuccio. Non ho visto il viso."
detectedLang"it"
heavyLang"it"
scores
it0.789683418197919
es0.5379377431906615
ro0.5087900723888314
pt0.5052083333333334
ca0.4944119212346993
fr0.4128553770086526
hr0.3745885450954575
tl0.35549525101763907
lt0.3488690884167238
en0.3384401114206128
et0.3238434163701068
lv0.31457431457431456
da0.302496328928047
no0.29577464788732394
sk0.29420505200594355
ms0.29157345264727813
sl0.29157345264727813
cs0.24662965900079303
nl0.22448979591836735
fi0.21096345514950168
sv0.20100925147182505
yo0.18803418803418803
is0.18384879725085912
tr0.1831470335339639
sq0.18032786885245902
de0.16812609457092817
az0.15780141843971632
hu0.14798206278026907
pl0.1324200913242009
vi0.1211840888066605
eu0.08389585342333654
reliabletrue
passestrue
9
name"Hunter"
dialogue"I'll be damned. That van, right there in the tree line. Ma'am, this is evidence. Do not delete this. Understand? No delete. No."
detectedLang"en"
heavyLang"en"
scores
en0.795313382269904
tl0.5767659077641565
nl0.5508054522924412
no0.5211360634081902
yo0.4704163623082542
de0.44950645406226275
pt0.4482496194824962
da0.41767068273092367
hu0.39784053156146176
sv0.3897306397306397
cs0.3835034013605442
es0.38245315161839866
ro0.37229437229437223
sl0.3690165361183638
ca0.35954063604240283
sq0.35954063604240283
sk0.3462578899909829
pl0.3438914027149321
it0.34150772025431425
fr0.318609022556391
tr0.29816069699903197
lv0.27427427427427425
hr0.23361522198731502
is0.186307519640853
ms0.17425968109339407
lt0.13381123058542413
vi0.13277511961722488
az0.103831891223733
et0.09375000000000001
reliabletrue
passestrue
10
name"Isabella"
dialogue"E se mi ha visto? Se sa che ho le foto? Non dormo da tre notti. Ho paura, capisce? Ho tanta paura."
detectedLang"it"
heavyLang"it"
scores
it0.8053843658773923
es0.648506151142355
pt0.6190476190476191
ro0.5887594242631939
ca0.5753715498938429
no0.5753715498938429
sl0.5584988962472406
fr0.5485327313769752
hr0.5085995085995086
sv0.46808510638297873
tl0.46761313220940554
sq0.4628469113697404
yo0.45750452079566006
sk0.4520547945205479
da0.4500458295142072
fi0.41348973607038125
cs0.3896236012207528
hu0.3890020366598778
en0.33920704845814975
de0.3325917686318131
pl0.3227990970654628
et0.318955732122588
lv0.30313588850174217
tr0.28825622775800713
lt0.2665036674816626
eu0.2601726263871763
az0.2197659297789337
is0.1880920162381597
nl0.17355371900826447
ms0.14285714285714285
vi0.09502262443438914
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hey. Hey, look at me. 'Paura' — you're scared. I can see that. Nobody is going to hurt you. I promise. I need a translator — traduttore? Someone who speaks Italian. The community college in Duluth, maybe."
detectedLang"en"
heavyLang"en"
scores
en0.79124916499666
tl0.5638520586182834
it0.524172059383327
no0.5037713378324732
nl0.4883340155546459
et0.45675793133420256
ro0.4555749128919861
da0.43971313312415955
sq0.43000455996352027
fr0.4120413922859831
cs0.40617577197149646
yo0.3902439024390244
sl0.3818001978239367
hr0.38149430974764964
de0.37779990044798406
pl0.3619193466054109
sv0.3566649511065363
ms0.3563336766220391
sk0.3546721734641198
pt0.34141201264488935
ca0.3343982960596379
es0.31880108991825606
az0.2778740612362796
lv0.2711370262390671
lt0.26122931442080377
hu0.23171481253841428
tr0.21679197994987467
fi0.17871222076215507
is0.15540540540540537
eu0.1513917175831636
vi0.15023793337865396
be0.05303030303030303
uk0.04798172124904798
reliabletrue
passestrue
12
name"Isabella"
dialogue"Sì, un traduttore. Per favore. Voglio solo aiutare quella povera ragazza."
detectedLang"it"
heavyLang"it"
scores
it0.8256880733944953
sq0.575134168157424
ca0.5697463768115942
es0.5514636449480642
ro0.5036572622779519
sv0.4692737430167597
fr0.4552752293577982
sl0.45276497695852536
sk0.40846824408468246
hr0.4069912609238452
no0.3964421855146125
lv0.39490445859872614
en0.38788659793814434
yo0.3658210947930574
lt0.3493150684931507
da0.32239657631954355
de0.31358381502890176
nl0.3115942028985507
et0.23014586709886548
pt0.2263843648208469
cs0.2238562091503268
tl0.22258592471358432
fi0.21617161716171615
eu0.1532976827094474
ms0.1171003717472119
pl0.11048689138576778
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hold on, my phone. — Hunter. ... When? ... Same as the others? ... Any witnesses? ... Seal off the orchard road, nobody in or out. I'm ten minutes away."
detectedLang"en"
heavyLang"en"
scores
en0.7986914947156517
tl0.6195910603899192
fr0.5113011606597434
nl0.4314143567874911
de0.42979330007127586
ca0.39531368102796677
et0.3522267206477733
pl0.35064935064935066
da0.34102141680395387
cs0.34047815333882936
sk0.34047815333882936
no0.33829611248966085
ms0.3133047210300429
pt0.31153184165232356
yo0.3097497842968076
it0.30675909878682844
sv0.28888888888888886
fi0.27862939585211904
sq0.26538108356290174
sl0.2626728110599078
ro0.2530345471521942
hr0.22555663117134558
lt0.1649269311064718
vi0.14255091103965703
az0.09502262443438914
hi0.09502262443438914
hu0.09399773499433749
es0.07727797001153403
tr0.06868451688009314
reliabletrue
passestrue
14
name"Hunter"
dialogue"I have to go. There's been— another one. Ma'am, listen. Stay in town. Don't talk to anyone about these photos. Anyone. Capisce?"
detectedLang"en"
heavyLang"en"
scores
en0.8101265822784809
tl0.558043606364172
it0.4673295454545454
da0.460431654676259
pl0.447310243183493
de0.40191387559808617
no0.3654822335025381
hr0.3573264781491003
sv0.35344827586206895
yo0.3415276558384548
ro0.3403693931398417
nl0.313815187557182
lv0.3131868131868132
es0.3087557603686636
sl0.3081180811808118
fr0.30747922437673125
cs0.2850333651096282
sq0.28366762177650434
ca0.2795389048991354
sk0.2596248766041461
lt0.24774322968906717
pt0.23547400611620795
fi0.20042643923240938
az0.1638795986622074
hu0.1638795986622074
tr0.1544532130777903
is0.1506228765571914
eu0.13494809688581316
hi0.09310761789600969
ms0.09090909090909091
be0.08536585365853659
et0.07749077490774908
uk0.07749077490774908
vi0.07749077490774908
reliabletrue
passestrue
15
name"Isabella"
dialogue"Un'altra? Oh, no... Va bene, va bene. Resterò qui. Ma torni, per favore. Torni presto."
detectedLang"it"
heavyLang"it"
scores
it0.7999157540016849
ca0.734785036292574
es0.610655737704918
fr0.539282250242483
pt0.5333988212180746
hr0.5133196721311476
tl0.5036572622779519
sl0.4968220338983051
no0.4957537154989384
ro0.4774477447744775
sk0.47339246119733924
en0.46808510638297873
nl0.4662921348314607
sq0.42771084337349397
lt0.4186046511627907
sv0.3863049095607235
lv0.3475274725274725
et0.3365921787709497
cs0.2983751846381093
de0.2983751846381093
da0.2952522255192878
ms0.2952522255192878
pl0.2770167427701674
tr0.23633440514469453
yo0.22889610389610393
az0.19898819561551434
eu0.1532976827094474
hu0.14721723518850988
vi0.1410488245931284
fi0.12844036697247707
reliabletrue
passestrue
16
name"Hunter"
dialogue"I'll be back. With a translator. Keep that camera close, signorina. Close."
detectedLang"en"
heavyLang"en"
scores
en0.7765509989484752
tl0.6440536013400335
ro0.5488322717622081
it0.5339912280701754
ca0.5109321058688148
es0.5081018518518519
de0.5029239766081871
pt0.49223416965352446
lt0.48233861144945184
sv0.47788697788697787
fr0.4572158365261813
nl0.44516971279373363
ms0.4393139841688654
da0.42953020134228187
hr0.4129834254143646
sq0.39544807965860596
hu0.3911174785100286
sl0.3876080691642651
no0.3786549707602339
sk0.37774524158125916
cs0.37591776798825255
et0.36281859070464767
pl0.36281859070464767
yo0.3501529051987768
tr0.3189102564102564
lv0.3156199677938808
vi0.27101200686106347
zh0.2659758203799654
eu0.24377224199288253
az0.2328519855595668
fi0.22303473491773307
is0.15
reliabletrue
passestrue