Run: 2026-04-25-01KQ2HH7P3ZMYGD2Y22C4663E2

Run Details

Model:
DeepSeek V4 Pro
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
1m 6s
Cost:
$0.003060
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: Cafe Encounter Maria: (muttering to herself in Spanish, scrolling through photos) ...no puede ser. Esto no tiene sentido. ¿Cómo es posible? Hunter: Excuse me, miss. You're Maria, right? I'm Detective Hunter. Mind if I ask you a few questions? Maria: (looks up, startled) ¿Detective? ¿Ha pasado algo malo? Hunter: I'll take that as a yes. Listen, I'm investigating what happened at the old mill two nights ago. I understand you were out taking photographs in that area around dusk. Maria: (eyes widening, voice trembling) El molino... Dios mío. Yo solo quería fotografiar la puesta de sol. Pero entonces vi... vi algo que no debería haber visto. Fue terrible. Una sombra, y luego... un grito. Hunter: (frowning, leaning in) I'm sorry, I'm not following. Can you speak slower? English? Maria: (growing more agitated) ¡No hablo inglés! ¡No entiendo! Había alguien allí, en la oscuridad. Tomé una foto, pero cuando miré... la figura desapareció. Y luego encontraron al señor Henderson, ¿verdad? ¡Desaparecido! Hunter: Henderson? You know about Henderson? (pauses, realizing the language barrier) Okay, okay. Calm down. Your camera — the photos you took that night. Can I see them? Maria: (clutching camera protectively) ¡No! Quiero decir... (takes a shaky breath, reluctantly turning the camera screen toward him) Mire. Solo hay una foto. Pero está borrosa. Como si alguien... o algo... no quisiera ser fotografiado. Hunter: (squinting at the blurry image) This is... just a smear. Like the lens was blocked. (looks at her) You're genuinely scared, aren't you? Maria: (near tears) Usted no me cree. Nadie me cree. Pero yo sé lo que vi. Y desde entonces... siento que alguien me observa. (glances nervously over her shoulder) Hunter: (sighs, straightening up) I need a translator. This is... (his phone buzzes; he glances at it, expression hardening) I have to take this. Maria: ¿Se va? ¿Así nada más? ¿Qué hago yo? Hunter: (already turning away, phone to his ear) Stay put. I'll have someone come talk to you. Someone who actually speaks... whatever that is. Maria: (watching him leave, whispering to herself) Estoy sola. Estoy completamente sola en esto.
created_at"2026-04-25T14:43:38.312Z" 4/25/2026, 2:43:38 PM
model"deepseek/deepseek-v4-pro-20260423"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency18758
moderation_latency(null)
generation_time65255
tokens_prompt317
tokens_completion589
native_tokens_prompt263
native_tokens_completion570
native_tokens_completion_images(null)
native_tokens_reasoning0
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"
usage0.0030603
router(null)
provider_responses
0
endpoint_id"d084170b-dd99-4e53-9ae1-b63881f3cfbf"
is_byokfalse
latency270
model_permaslug"deepseek/deepseek-v4-pro-20260423"
provider_name"DeepSeek"
status429
1
endpoint_id"13bda129-f8a6-4a60-b1db-98082e5f7ccd"
id"ogZje8h-6z2FuN-9f1e1f0644c1300b"
is_byokfalse
latency18758
model_permaslug"deepseek/deepseek-v4-pro-20260423"
provider_name"Together"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777128218-QbCvZnJEE5Ln2hbdiSxl"
session_id(null)
api_type"completions"
id"gen-1777128218-rztgP4YVX5g4R3duObpk"
upstream_id"ogZje8h-6z2FuN-9f1e1f0644c1300b"
total_cost0.0030603
cache_discount(null)
upstream_inference_cost0
provider_name"Together"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Maria"
dialogue"...no puede ser. Esto no tiene sentido. ¿Cómo es posible?"
detectedLang"es"
heavyLang"es"
scores
es0.8308361527307879
ca0.6578690127077224
pt0.5972382048331415
no0.5489690721649484
it0.5430809399477807
tl0.513212795549374
en0.4971264367816092
fr0.476831091180867
lv0.4176372712146422
ro0.37163375224416517
de0.37050359712230213
fi0.3613138686131387
da0.31640625
sv0.31640625
sk0.3055555555555556
eu0.3013972055888224
tr0.3013972055888224
nl0.2985971943887776
ms0.29292929292929293
pl0.2886178861788618
hu0.22566371681415928
hr0.22394678492239467
lt0.20634920634920634
az0.15254237288135594
et0.15254237288135594
cs0.14425427872860636
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. You're Maria, right? I'm Detective Hunter. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7952110901071203
tl0.6203271028037384
fr0.5975232198142415
it0.5896464646464646
ca0.5517241379310345
pt0.5482974287699791
ro0.5138369483919223
no0.5064540622627183
sq0.49297971918876754
es0.4921875
da0.4702526487367563
sv0.4645799011532125
nl0.44491887275832626
cs0.40693430656934304
de0.40092165898617516
hr0.37679769894535
sl0.36647173489278756
et0.36399217221135033
yo0.34541792547834843
ms0.33537832310838445
hu0.3236212278876171
pl0.3143459915611814
lt0.2942453854505972
sk0.2896174863387978
fi0.282560706401766
eu0.24681344148319811
tr0.24065420560747666
lv0.22802850356294538
is0.1751269035532995
az0.1698595146871009
vi0.1698595146871009
be0.09722222222222222
uk0.08835904628330996
reliabletrue
passestrue
2
name"Maria"
dialogue"¿Detective? ¿Ha pasado algo malo?"
detectedLang"es"
heavyLang"es"
scores
es0.7677119628339141
tl0.6621621621621622
pt0.6598639455782312
ca0.6240601503759399
ro0.6175908221797323
it0.6124031007751938
en0.6031746031746031
no0.494949494949495
fr0.4910941475826972
sv0.48186528497409326
sq0.45054945054945056
sl0.44598337950138506
hr0.43661971830985913
hu0.37888198757763975
lt0.37694704049844235
lv0.33774834437086093
ms0.3265993265993266
eu0.3197278911564626
sk0.3055555555555556
da0.29577464788732394
de0.29577464788732394
nl0.2907801418439716
cs0.2647058823529412
pl0.26199261992619927
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'll take that as a yes. Listen, I'm investigating what happened at the old mill two nights ago. I understand you were out taking photographs in that area around dusk."
detectedLang"en"
heavyLang"en"
scores
en0.8080014288265761
tl0.6889467592592593
no0.5330147697654214
da0.4971936389148737
sv0.49052132701421797
nl0.4659711872826627
de0.44984646878198564
fr0.4406867845993757
ro0.4318181818181818
it0.4080396475770925
pt0.3991056456120738
sq0.3676470588235294
cs0.355128974205159
sl0.34966727162734423
pl0.3449116392443632
sk0.34210526315789475
hr0.3302180685358256
is0.3135376756066411
yo0.31309904153354634
ms0.3014944769330734
ca0.28141711229946526
fi0.26621160409556316
hu0.26420260095824777
es0.24242424242424243
az0.2375886524822695
et0.2326909350463954
tr0.2181818181818182
lv0.2118768328445748
lt0.2013372956909361
eu0.14817749603803487
vi0.11009933774834438
hi0.06684027777777778
be0.061135371179039305
uk0.05536028119507908
reliabletrue
passestrue
4
name"Maria"
dialogue"El molino... Dios mío. Yo solo quería fotografiar la puesta de sol. Pero entonces vi... vi algo que no debería haber visto. Fue terrible. Una sombra, y luego... un grito."
detectedLang"es"
heavyLang"es"
scores
es0.7969314079422383
ca0.6582624544349939
pt0.6049859550561798
it0.5906113537117904
fr0.5419381107491856
tl0.47576887232059645
ro0.43637274549098193
no0.3980738362760835
lv0.3902439024390244
da0.3811881188118812
tr0.3358913813459268
en0.3098159509202454
sv0.3098159509202454
sl0.3029739776951673
sk0.294228356336261
yo0.29156171284634763
de0.2888748419721871
hr0.2779204107830552
lt0.2454728370221328
pl0.24293405114401073
sq0.23521414004078858
nl0.2331288343558282
hu0.20212765957446807
vi0.20042643923240938
fi0.1818181818181818
is0.16604892512972572
az0.1412213740458015
et0.1412213740458015
ms0.13990825688073394
cs0.10643367752184274
eu0.058577405857740586
reliabletrue
passestrue
5
name"Hunter"
dialogue"I'm sorry, I'm not following. Can you speak slower? English?"
detectedLang"en"
heavyLang"en"
scores
en0.8117469879518071
tl0.6279761904761905
it0.3218806509945751
tr0.29245283018867924
pt0.21052631578947367
no0.17943107221006563
cs0.17218543046357618
nl0.17218543046357618
az0.17035398230088497
ca0.17035398230088497
da0.1610738255033557
de0.1610738255033557
hr0.1610738255033557
ms0.1610738255033557
ro0.1610738255033557
sv0.1610738255033557
reliabletrue
passestrue
6
name"Maria"
dialogue"¡No hablo inglés! ¡No entiendo! Había alguien allí, en la oscuridad. Tomé una foto, pero cuando miré... la figura desapareció. Y luego encontraron al señor Henderson, ¿verdad? ¡Desaparecido!"
detectedLang"es"
heavyLang"es"
scores
es0.8036443606660383
ca0.5820795720494818
pt0.5659722222222222
it0.5109546165884193
fr0.4512730465320456
tl0.38875305623471884
nl0.375
no0.3724899598393574
ro0.3475991649269311
da0.33932346723044393
en0.3235930735930736
sq0.32138979370249726
tr0.2590397154712507
de0.22791846819024086
sk0.20886075949367086
et0.20127795527156547
sv0.20076726342711
is0.18883841661258924
ms0.17763157894736845
eu0.17382683410442828
pl0.16275954454119224
hu0.1391184573002755
lv0.13434903047091412
vi0.1270949720670391
fi0.12280701754385964
hr0.11347517730496455
sl0.10841654778887304
cs0.10522548317823907
yo0.06855439642324888
az0.06785980611483967
reliabletrue
passestrue
7
name"Hunter"
dialogue"Henderson? You know about Henderson? Okay, okay. Calm down. Your camera — the photos you took that night. Can I see them?"
detectedLang"en"
heavyLang"en"
scores
en0.8058252427184466
tl0.615631005765535
no0.44751381215469616
da0.43977591036414565
sv0.4360902255639098
fr0.40594059405940597
ca0.39271255060728744
nl0.3896236012207528
de0.3839835728952772
it0.3677555321390938
ms0.35135135135135137
sq0.3204983012457531
yo0.3087557603686636
ro0.29245283018867924
et0.2797118847539016
is0.2682926829268293
cs0.23371647509578544
es0.22978177150192552
pt0.2010652463382157
tr0.19678714859437751
lt0.19246298788694483
az0.1891891891891892
hr0.1880920162381597
lv0.18256130790190736
pl0.17355371900826447
hi0.1137370753323486
sk0.10714285714285714
be0.1044776119402985
hu0.10044977511244377
uk0.09502262443438914
vi0.09502262443438914
reliabletrue
passestrue
8
name"Maria"
dialogue"¡No! Quiero decir... Mire. Solo hay una foto. Pero está borrosa. Como si alguien... o algo... no quisiera ser fotografiado."
detectedLang"es"
heavyLang"es"
scores
es0.8042128004320821
pt0.6903032891926528
it0.6477162293488825
ca0.6091644204851752
ro0.5006887052341598
sk0.4883556810162315
tl0.4727272727272728
pl0.43359374999999994
cs0.41437802907915994
sl0.41104792851340366
no0.3973399833748961
sq0.37607573149741824
hr0.35954063604240283
lv0.34802158273381295
de0.3022136669874879
lt0.2961165048543689
tr0.2961165048543689
sv0.28430404738400794
da0.28359683794466406
et0.28075396825396826
en0.2647058823529412
yo0.2617107942973524
eu0.22542735042735043
nl0.2032967032967033
az0.1844769403824522
fr0.17893544733861835
vi0.16281755196304848
ms0.07525510204081631
reliabletrue
passestrue
9
name"Hunter"
dialogue"This is... just a smear. Like the lens was blocked. You're genuinely scared, aren't you?"
detectedLang"en"
heavyLang"en"
scores
en0.7748669668440442
tl0.47619047619047616
ro0.45
nl0.448345035105316
yo0.4404883011190234
sv0.4142705005324814
no0.39692982456140347
de0.38752783964365256
hu0.36046511627906974
fr0.3529411764705882
it0.34988179669030733
et0.32432432432432434
pt0.2801047120418848
ca0.2791612057667104
cs0.2763157894736842
hr0.2506811989100818
eu0.24760601915184677
is0.2329149232914923
lt0.21875
da0.21428571428571427
sq0.21428571428571427
ms0.2040520984081042
es0.1935483870967742
sk0.19117647058823528
pl0.16030534351145037
sl0.140625
tr0.12280701754385964
az0.11290322580645161
lv0.11290322580645161
vi0.11290322580645161
fi0.10277324632952692
reliabletrue
passestrue
10
name"Maria"
dialogue"Usted no me cree. Nadie me cree. Pero yo sé lo que vi. Y desde entonces... siento que alguien me observa."
detectedLang"es"
heavyLang"es"
scores
es0.8170910155106819
pt0.6595860566448801
ca0.5880026367831246
fr0.5644599303135889
it0.5166279969064191
tl0.48046550290939316
en0.4369369369369369
no0.42502299908003677
da0.3407172995780591
yo0.3365180467091295
vi0.3161925601750547
pl0.2865296803652968
lt0.251497005988024
lv0.24698795180722888
et0.23965936739659366
sk0.2368742368742369
nl0.20584498094027956
sl0.2028061224489796
sq0.19146183699870634
sv0.1819371727748691
eu0.17546174142480211
is0.16443850267379678
hr0.1391184573002755
cs0.13073713490959665
tr0.12342215988779803
ms0.11847672778561354
az0.11095305832147938
fi0.10714285714285714
ro0.10201149425287356
reliabletrue
passestrue
11
name"Hunter"
dialogue"I need a translator. This is... I have to take this."
detectedLang"en"
heavyLang"en"
scores
en0.8350329934013196
da0.6806039488966318
tl0.6638141809290953
pl0.6465295629820053
hr0.6409921671018277
yo0.6273712737127372
no0.6196403872752421
cs0.6082621082621082
sl0.597953216374269
sk0.5907738095238095
ro0.5864661654135338
et0.5833333333333334
hu0.5782208588957055
nl0.5662460567823343
sq0.5621019108280255
ca0.5592948717948718
lv0.5393634840871022
sv0.5385906040268457
lt0.5346869712351946
it0.5242214532871973
pt0.5053956834532374
is0.4554455445544555
vi0.4455645161290322
tr0.43298969072164945
es0.4318181818181818
de0.4222689075630252
fr0.41737288135593226
az0.41113490364025695
ms0.39956331877729256
eu0.3325242718446602
be0.20289855072463767
fi0.1863905325443787
uk0.1863905325443787
reliabletrue
passestrue
12
name"Maria"
dialogue"¿Se va? ¿Así nada más? ¿Qué hago yo?"
detectedLang"es"
heavyLang"es"
scores
es0.820627802690583
ro0.562363238512035
ca0.5565410199556541
pt0.5444191343963554
fr0.5157384987893463
yo0.5012468827930174
it0.49238578680203043
cs0.40476190476190477
hr0.3993993993993994
sl0.39759036144578314
hu0.38461538461538464
sq0.358974358974359
fi0.33774834437086093
da0.3150684931506849
sv0.3006993006993007
tl0.2805755395683453
no0.2727272727272727
reliabletrue
passestrue
13
name"Hunter"
dialogue"Stay put. I'll have someone come talk to you. Someone who actually speaks... whatever that is."
detectedLang"en"
heavyLang"en"
scores
en0.8281505728314239
tl0.5531914893617021
da0.3951612903225807
nl0.3794326241134752
yo0.3286445012787723
hr0.31462140992167104
pt0.3073878627968338
cs0.284741144414169
no0.27285318559556787
es0.25426136363636365
it0.23580786026200873
fr0.23469387755102045
hu0.22680412371134018
et0.20933734939759033
pl0.20454545454545453
sk0.2009132420091324
lv0.18856259659969088
sl0.1873065015479876
ca0.17452830188679244
lt0.16534181240063595
ro0.1518578352180937
is0.14910858995137766
sv0.1435562805872757
reliabletrue
passestrue
14
name"Maria"
dialogue"Estoy sola. Estoy completamente sola en esto."
detectedLang"es"
heavyLang"es"
scores
es0.8046875
it0.7051114023591089
ca0.7019867549668874
pt0.7019867549668874
fr0.6179966044142614
ro0.6179966044142614
nl0.5989304812834225
tl0.53125
no0.5022123893805309
da0.5011086474501109
en0.4874715261958998
eu0.40476190476190477
de0.3967828418230563
sv0.3967828418230563
sl0.39189189189189183
is0.3732590529247911
tr0.3283582089552239
sq0.2741935483870968
fi0.27184466019417475
et0.2549668874172185
sk0.24242424242424243
cs0.23728813559322032
reliabletrue
passestrue