Run: 2026-10-20-01M5C6DCSVK0QXZTWP3T0ZTH7S

Run Details

Model:
DeepSeek V4.1 Flash 1017 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
8.8s
Cost:
$0.003307
Provider:
Together

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
VOICE SHEET — CAFÉ, ALBORN, MN Maria: "No, no estoy bien. Anoche vi algo en el huerto. Una luz fría entre los manzanos, y un hombre. Luego desapareció. Tengo una foto, pero no sé qué muestra." Hunter: "Ma'am? I'm sorry—I don't speak Spanish. Are you all right? I'm Detective Hunter. I'm asking about the orchard last night. The missing man." Maria: "¿Detective? Perdón, no hablo inglés. Mi cámara... mire. Aquí hay una foto. Vi al hombre junto a los manzanos. Parecía asustado. Luego oí un ruido y corrí." Hunter: "Okay. Camera. You saw something. I get that much. But I can't understand you. Do you have someone who can translate?" Maria: "No. Estoy sola. Solo quiero ayudar. Pero nadie me entiende." Hunter: "Look, I'm not trying to scare you. Just show me the photo. The orchard. Last night." Maria: "Sí. La foto. Pero no sé si es él. La luz era muy blanca. Y había una camioneta." Hunter: "I don't understand. But that photo—keep it safe. I need to know what you saw." Maria: "Yo también quiero saber. Pero usted no me entiende, y yo no le entiendo a usted." Hunter: "Yeah. That's the problem. We'll get a translator." Maria: "¿Un traductor? Sí. Por favor. Antes de que borre la foto sin querer." Hunter: "Don't touch anything on that camera. Please." Maria: "No entiendo 'please', pero creo que dice que no toque nada." Hunter: "Right. Okay. Just—stay here." Maria: "¿Qué pasa? ¿Encontraron algo?" Hunter: "Hunter. ... Yeah. ... At the orchard? Now? ... Don't let anyone touch it. I'm on my way." Hunter: "Maria, I have to go. Stay here. We'll find someone who speaks Spanish." Maria: "¡Espere! ¿Qué encontraron? ¡Dígame, por favor!" Hunter: "I'm sorry. I'll be back."
created_at"2026-10-20T08:21:28.001Z" 10/20/2026, 8:21:28 AM
model"deepseek/deepseek-v4.1-flash-20261017"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency103
moderation_latency(null)
generation_time8737
tokens_prompt304
tokens_completion2793
native_tokens_prompt289
native_tokens_completion2746
native_tokens_completion_images(null)
native_tokens_reasoning2244
native_tokens_cached256
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)
usage0.003306636
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1792484488-03y4l3zdANVCEFTL6Zot"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1792484488-rPUQDuFH5FIeVwaMXqNj"
upstream_id"8208e0c4-aws_ue1"
provider_responses
0
endpoint_id"34cd16bf-a525-40b2-beeb-5f1809202c06"
id"8208e0c4-aws_ue1"
is_byokfalse
latency102
model_permaslug"deepseek/deepseek-v4.1-flash-20261017"
provider_name"Together"
status200
total_cost0.003306636
cache_discount0.000075264
upstream_inference_cost0
provider_name"Together"
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"No, no estoy bien. Anoche vi algo en el huerto. Una luz fría entre los manzanos, y un hombre. Luego desapareció. Tengo una foto, pero no sé qué muestra."
detectedLang"es"
heavyLang"es"
scores
es0.8084291187739464
ca0.6657754010695187
it0.5598591549295775
pt0.5563442768411713
fr0.5047052996532937
is0.38080495356037153
ro0.37926753569211674
lv0.34167215273206053
tl0.33642999336429996
no0.3346640053226879
da0.29725931131412503
sv0.25925925925925924
sk0.23954372623574144
pl0.23195084485407066
hu0.23136049192928518
eu0.21752738654147105
nl0.21568627450980393
tr0.21568627450980393
yo0.21197793538219067
en0.20948616600790515
de0.18566775244299674
hr0.1823385118560916
sl0.17423616845582166
vi0.1652754590984975
ms0.1518235793044953
et0.11971830985915494
cs0.1087344028520499
fi0.07749077490774908
sq0.05571293673276676
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am? I'm sorry—I don't speak Spanish. Are you all right? I'm Detective Hunter. I'm asking about the orchard last night. The missing man."
detectedLang"en"
heavyLang"en"
scores
en0.7963584091998084
tl0.6567043618739904
no0.5334796926454446
nl0.4967436352871522
sv0.4845360824742268
da0.4835965978128797
de0.46775203506574825
fr0.42760942760942766
ro0.42528735632183906
it0.4089012517385257
sq0.37774524158125916
pt0.3555724033358605
ca0.34565050038491146
et0.2563429571303587
is0.2517605633802817
yo0.23971377459749554
cs0.23076923076923078
ms0.2251595259799453
hr0.19507575757575757
es0.17315175097276264
lv0.16748285994123407
lt0.15590863952333664
hu0.13967611336032387
tr0.1317671092951992
az0.13087934560327197
pl0.1290983606557377
sl0.1290983606557377
fi0.08405172413793104
sk0.07809110629067245
be0.07608695652173912
uk0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
2
name"Maria"
dialogue"¿Detective? Perdón, no hablo inglés. Mi cámara... mire. Aquí hay una foto. Vi al hombre junto a los manzanos. Parecía asustado. Luego oí un ruido y corrí."
detectedLang"es"
heavyLang"es"
scores
es0.7856326219512195
ca0.649859943977591
pt0.5947406340057637
it0.5897155361050328
fr0.48723792160437557
ro0.46403049070986185
tl0.4427934621099554
en0.3842364532019704
lv0.35603892386949054
no0.3202416918429003
da0.2857142857142857
pl0.27466150870406186
hr0.2704280155642024
nl0.2666232073011734
sv0.2666232073011734
vi0.2666232073011734
tr0.2584047462096243
et0.2524916943521595
sk0.251497005988024
de0.2459785522788204
cs0.23469387755102045
hu0.23417290673927843
sq0.2331288343558282
sl0.22467263955892486
yo0.217663421418637
lt0.18889689978370583
ms0.1883116883116883
fi0.1648106904231626
eu0.12858249419054996
is0.0625
az0.058577405857740586
reliabletrue
passestrue
3
name"Hunter"
dialogue"Okay. Camera. You saw something. I get that much. But I can't understand you. Do you have someone who can translate?"
detectedLang"en"
heavyLang"en"
scores
en0.8103850641773629
tl0.5547945205479452
da0.5
no0.4715447154471545
sv0.4298245614035088
ro0.4293239683933275
cs0.4138863841298467
pl0.3908153701968135
it0.3873704052780396
hr0.37917860553963706
ca0.37619961612284064
sk0.3538767395626242
de0.3380855397148676
sq0.3319630010277493
nl0.327817993795243
pt0.3257261410788381
ms0.3222106360792492
vi0.2872807017543859
es0.2809734513274336
fr0.27293064876957496
is0.26719278466741825
tr0.24418604651162787
az0.23439340400471145
sl0.21592279855247284
yo0.20245398773006135
lt0.16666666666666666
lv0.16666666666666666
et0.15803108808290156
be0.09722222222222222
eu0.09344490934449094
hu0.09344490934449094
uk0.08835904628330996
reliabletrue
passestrue
4
name"Maria"
dialogue"No. Estoy sola. Solo quiero ayudar. Pero nadie me entiende."
detectedLang"es"
heavyLang"es"
scores
es0.8075072184793071
it0.5971802618328298
pt0.591002044989775
ca0.48320413436692505
fr0.46808510638297873
et0.4673768308921438
tl0.4444444444444444
no0.43422913719943423
en0.4143484626647145
nl0.4143484626647145
sq0.36
fi0.29328621908127206
sl0.2920353982300885
pl0.28825622775800713
da0.24670433145009416
lv0.24670433145009416
de0.20948616600790515
hr0.20159680638722555
sv0.18864097363083165
sk0.18533604887983707
tr0.18032786885245902
eu0.17864476386036962
ms0.17355371900826447
az0.16317991631799164
reliabletrue
passestrue
5
name"Hunter"
dialogue"Look, I'm not trying to scare you. Just show me the photo. The orchard. Last night."
detectedLang"en"
heavyLang"en"
scores
en0.810318664643399
tl0.6688741721854304
fr0.503968253968254
no0.4703389830508474
nl0.44258639910813824
yo0.38875305623471884
cs0.3726474278544542
it0.3564993564993565
et0.3540051679586563
da0.33862433862433866
sq0.3112947658402204
sl0.29478138222849076
ro0.2784992784992785
sv0.2647058823529412
pt0.24812030075187969
ms0.24471299093655588
de0.2295839753466872
pl0.2125984251968504
sk0.20886075949367086
lv0.19614147909967844
hr0.1883116883116883
lt0.17218543046357618
es0.16943521594684383
tr0.13494809688581316
ca0.1334488734835355
hi0.1334488734835355
fi0.13043478260869565
reliabletrue
passestrue
6
name"Maria"
dialogue"Sí. La foto. Pero no sé si es él. La luz era muy blanca. Y había una camioneta."
detectedLang"es"
heavyLang"es"
scores
es0.8254654255319149
ca0.7225158562367865
it0.6543778801843317
ro0.5983167559296098
tl0.5478036175710594
pt0.5161290322580645
no0.4971264367816092
fr0.4615384615384615
yo0.46098562628336753
lv0.43058568329718006
sk0.4114349775784753
sq0.4040862656072645
da0.3986254295532647
sl0.39306358381502887
hr0.3667068757539204
de0.362089914945322
cs0.3217054263565891
pl0.31640625
tr0.3064729194187582
sv0.2857142857142857
nl0.2818057455540356
is0.2698191933240611
vi0.25742574257425743
en0.2510699001426534
lt0.2369186046511628
hu0.16267942583732056
eu0.1435562805872757
ms0.12060301507537688
et0.10102739726027396
reliabletrue
passestrue
7
name"Hunter"
dialogue"I don't understand. But that photo—keep it safe. I need to know what you saw."
detectedLang"en"
heavyLang"en"
scores
en0.8282718727404195
tl0.5747538048343778
no0.5370370370370371
da0.5338567222767419
cs0.5057232049947971
sv0.4235436893203884
pl0.4164619164619165
yo0.3870967741935484
sk0.3815104166666667
fr0.36918990703851257
lv0.3632707774798928
hr0.3493150684931507
sq0.31654676258992803
et0.2983751846381093
de0.28892215568862273
nl0.2725880551301685
lt0.2601246105919003
ro0.2566510172143975
ca0.22512234910277326
is0.2238562091503268
sl0.2030201342281879
it0.19491525423728812
ms0.1739130434782609
hi0.1394927536231884
be0.12844036697247707
tr0.12844036697247707
hu0.12361623616236161
az0.1171003717472119
uk0.1171003717472119
vi0.1171003717472119
reliabletrue
passestrue
8
name"Maria"
dialogue"Yo también quiero saber. Pero usted no me entiende, y yo no le entiendo a usted."
detectedLang"es"
heavyLang"es"
scores
es0.8270494638533379
pt0.6589358799454297
it0.5925020374898126
ca0.5700773860705073
fr0.5621716287215411
en0.513145082765336
no0.47589098532494756
tl0.43946188340807174
da0.43630214205186024
pl0.42660550458715596
sl0.42660550458715596
nl0.41383352872215706
et0.4026284348864994
yo0.40119760479041916
sq0.3726474278544542
eu0.3670886075949367
hu0.3368700265251989
ro0.3359893758300133
ms0.33244325767690247
tr0.33244325767690247
de0.3315508021390375
fi0.31412894375857336
sk0.3065187239944522
hr0.29873772791023845
lv0.2867332382310985
vi0.251497005988024
sv0.2378048780487805
cs0.20886075949367086
lt0.14089347079037798
is0.13043478260869565
az0.12280701754385964
reliabletrue
passestrue
9
name"Hunter"
dialogue"Yeah. That's the problem. We'll get a translator."
detectedLang"en"
heavyLang"en"
scores
en0.7750865051903114
sq0.5880861850443599
no0.5678191489361702
da0.5672436750998668
sv0.5660881174899867
pl0.5479833101529903
hr0.5460893854748603
ro0.5409604519774012
tl0.5396600566572238
nl0.5248538011695907
de0.5206489675516224
pt0.5206489675516224
sl0.5170876671619613
fr0.5163690476190477
es0.46808510638297873
ca0.46546052631578944
az0.4610281923714759
cs0.45652173913043476
sk0.453781512605042
it0.4472789115646259
ms0.44539249146757676
et0.43965517241379315
yo0.41016333938294003
hu0.4025735294117647
lt0.4025735294117647
lv0.39478584729981375
tr0.38446969696969696
is0.35000000000000003
vi0.3271221532091097
eu0.29653679653679654
fi0.16237113402061853
reliabletrue
passestrue
10
name"Maria"
dialogue"¿Un traductor? Sí. Por favor. Antes de que borre la foto sin querer."
detectedLang"es"
heavyLang"es"
scores
es0.8121044303797469
ca0.7562852744997435
pt0.7284162378502002
fr0.6680642907058001
ro0.6530314097881665
it0.6119281045751633
no0.5998315080033698
da0.5977984758679086
yo0.5569029850746269
nl0.5143149284253579
en0.46022727272727276
sq0.45899772209567197
tl0.4483159117305459
de0.43720379146919436
sv0.43045563549160676
lv0.3815104166666667
sl0.2973372781065089
eu0.291044776119403
sk0.22512234910277326
hr0.2096505823627288
ms0.2096505823627288
cs0.20435510887772196
pl0.20435510887772196
et0.19898819561551434
tr0.17102966841186737
hu0.16958041958041958
vi0.15026833631484796
az0.1171003717472119
lt0.1171003717472119
reliabletrue
passestrue
11
name"Hunter"
dialogue"Don't touch anything on that camera. Please."
detectedLang"en"
heavyLang"en"
scores
en0.8146035367940673
tl0.5806451612903226
fr0.477491961414791
ro0.4425385934819897
ca0.3821292775665399
it0.3271221532091097
et0.32150313152400833
fi0.3157894736842105
ms0.3157894736842105
sq0.23529411764705882
es0.23349056603773585
hr0.21307506053268765
hi0.20537897310513448
pl0.20537897310513448
sv0.20147420147420148
nl0.18952618453865336
cs0.1875
sk0.1875
yo0.1875
de0.181360201511335
reliabletrue
passestrue
12
name"Maria"
dialogue"No entiendo 'please', pero creo que dice que no toque nada."
detectedLang"es"
heavyLang"es"
scores
es0.7916666666666666
pt0.6880998080614202
fr0.5504840940525588
ca0.5498614958448753
tl0.512743628185907
en0.5022970903522206
it0.49376947040498437
lv0.2872807017543859
hr0.23708920187793428
no0.22985781990521328
fi0.21875
sk0.21875
tr0.21307506053268765
et0.19154228855721395
nl0.19154228855721395
pl0.1875
reliabletrue
passestrue
13
name"Hunter"
dialogue"Right. Okay. Just—stay here."
detectedLang"en"
heavyLang"en"
scores
en0.8013245033112583
tl0.6710526315789473
et0.40476190476190477
sv0.40476190476190477
sq0.39999999999999997
ca0.33920704845814975
da0.33035714285714285
de0.33035714285714285
fr0.33035714285714285
no0.33035714285714285
yo0.33035714285714285
reliabletrue
passestrue
14
name"Maria"
dialogue"¿Qué pasa? ¿Encontraron algo?"
detectedLang"es"
heavyLang"es"
scores
es0.8225152129817445
pt0.6548323471400395
eu0.4067796610169492
fr0.38596491228070173
it0.358974358974359
en0.3320610687022901
sq0.308300395256917
tl0.308300395256917
nl0.3055555555555556
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hunter. ... Yeah. ... At the orchard? Now? ... Don't let anyone touch it. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8071731585036637
tl0.6130030959752323
fr0.47145877378435525
da0.4517543859649123
no0.44567627494456763
cs0.3531694695989651
yo0.3403693931398417
sq0.3084370677731674
nl0.30747922437673125
pl0.26035502958579887
sl0.24698795180722888
de0.24585218702865763
sk0.24357034795764
ca0.2401215805471125
et0.23547400611620795
fi0.23076923076923078
sv0.22839506172839508
ms0.21507064364207218
hr0.14965986394557826
lv0.14675767918088736
hi0.14383561643835618
it0.11190053285968028
pt0.11190053285968028
ro0.10554561717352416
tr0.10554561717352416
reliabletrue
passestrue
16
name"Hunter"
dialogue"Maria, I have to go. Stay here. We'll find someone who speaks Spanish."
detectedLang"en"
heavyLang"en"
scores
en0.7973885637100405
da0.604221635883905
tl0.5140388768898488
no0.5071193866374589
sq0.4943820224719101
pl0.49209932279909707
yo0.44717444717444715
sv0.43324937027707805
hr0.4230769230769231
ro0.41329856584093866
cs0.39597315436241615
lt0.3943472409152086
ca0.3860845839017735
sk0.3723849372384937
et0.3706293706293706
it0.3697478991596639
lv0.3515850144092219
pt0.3401759530791789
es0.3283582089552239
de0.3161094224924012
nl0.3098159509202454
sl0.3001555209953344
eu0.24114671163575044
hu0.23469387755102045
ms0.21328671328671328
fi0.2077464788732394
be0.1346153846153846
fr0.1346153846153846
tr0.1346153846153846
az0.12280701754385964
is0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
17
name"Maria"
dialogue"¡Espere! ¿Qué encontraron? ¡Dígame, por favor!"
detectedLang"es"
heavyLang"es"
scores
es0.771689497716895
pt0.6770721205597418
it0.5356037151702787
sq0.47643979057591623
ca0.46236559139784944
en0.44547134935304994
fr0.3775933609958506
ro0.3333333333333333
tl0.3333333333333333
nl0.3212669683257918
no0.3135011441647597
eu0.25742574257425743
yo0.22680412371134018
da0.1780821917808219
sl0.1780821917808219
sv0.1780821917808219
reliabletrue
passestrue
18
name"Hunter"
dialogue"I'm sorry. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.7619047619047619
tl0.5714285714285714
hu0.43820224719101125
lt0.42748091603053434
yo0.4230769230769231
it0.39999999999999997
pt0.39999999999999997
reliabletrue
passestrue