Run: 2026-09-10-01M25DRV8SWNZ159ZXXBRB7GFC

Run Details

Model:
DeepSeek V4.1 Flash (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
24.3s
Cost:
$0.002881
Provider:
DeepSeek

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: (to herself, in Spanish) "No puede ser... esta sombra. No estaba aquí ayer." Hunter: (approaching, no-nonsense) "Excuse me. You were at the Alborn apple festival yesterday, right? I'm Detective Hunter. I'm looking into the disappearances." Maria: (troubled, in Spanish) "Sí, lo vi. Estaba fotografiando el festival de la manzana cuando ese hombre... el que buscaban... desapareció. Hay algo en mis fotos. Una sombra." Hunter: (confused) "Whoa, slow down. I don't speak Spanish. Are you hurt?" Maria: "No, no estoy herida. Mire. Aquí. Detrás del puesto de manzanas. Una silueta. Luego ya no estaba." Hunter: "You're shaking. Is it something in your camera?" Maria: "Sí. Esta foto. A las 9:47. Había un hombre. Alto. Abrigo oscuro. Después... un arrastre. Como si algo lo arrastrara." Hunter: "Nine forty-seven? That's the night Kyle went missing. Did you see who it was?" Maria: "No sé quién es Kyle. Pero esto no es normal. Alborn no es así. ¿Qué pasó con él? ¿Dónde está?" Hunter: "I don't understand. But I can see you're scared. Can you show me the photo again?" Maria: "Sí. Mire. ¿Lo ve? Allí. En la sombra. ¿Y si vuelve?" Hunter: "That's... a shape. By the apple barn. Did you see anyone else?" Maria: "No. Solo la silueta. Y el sonido. Por favor, ayúdeme." Hunter: "Okay. I'm going to call for a translator. Just stay here." Maria: "¿Traductor? Sí. Por favor. Rápido." Hunter: (phone rings; answers) "Hunter. ... What? Another one? Where? ... I'm on my way." Maria: "¿Qué pasa? ¿Por qué se va? ¡No me deje!" Hunter: "I have to go. Stay here. Don't leave town." Maria: "No entiendo. ¡Espere! ¡Por favor!" Hunter: "I'll be back. I promise." Maria: "Dios mío... no otra vez."
created_at"2026-09-10T10:28:16.799Z" 9/10/2026, 10:28:16 AM
model"deepseek/deepseek-v4.1-flash-20260910"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1219
moderation_latency(null)
generation_time24307
tokens_prompt304
tokens_completion4675
native_tokens_prompt289
native_tokens_completion4761
native_tokens_completion_images(null)
native_tokens_reasoning4240
native_tokens_cached128
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)
usage0.002881134
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.20.0; linux; x64))"
http_referer(null)
request_id"req-1789036096-kRvkbiaztBCjn7DXMTli"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1789036096-v8NFbBxeEKRskiy9XmgS"
upstream_id"45f5398d-7884-4e43-9f0b-e99a90f7d728"
provider_responses
0
endpoint_id"fd104bc8-535a-4d31-a847-a8e402e86a02"
id"45f5398d-7884-4e43-9f0b-e99a90f7d728"
is_byokfalse
latency338
model_permaslug"deepseek/deepseek-v4.1-flash-20260910"
provider_name"DeepSeek"
status200
total_cost0.002881134
cache_discount0.000018816
upstream_inference_cost0
provider_name"DeepSeek"
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 puede ser... esta sombra. No estaba aquí ayer."
detectedLang"es"
heavyLang"es"
scores
es0.8254799301919721
ca0.7044334975369457
pt0.6749729144095342
lv0.4163424124513619
en0.3951612903225807
no0.3902439024390244
sk0.3902439024390244
it0.3603411513859275
eu0.2736077481840194
hr0.2518703241895262
da0.24812030075187969
sv0.24812030075187969
sl0.22879177377892032
tr0.22680412371134018
tl0.21052631578947367
pl0.2
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me. You were at the Alborn apple festival yesterday, right? I'm Detective Hunter. I'm looking into the disappearances."
detectedLang"en"
heavyLang"en"
scores
en0.7754491017964071
fr0.6000969461948619
tl0.5949926362297496
nl0.5266781411359724
no0.5059880239520957
pt0.47751741608613046
es0.460431654676259
it0.4532803180914513
da0.4518272425249169
ca0.4194229415904293
de0.3991260014566642
sq0.38109527381845465
ms0.3764172335600907
sv0.3668457405986186
ro0.34210526315789475
sl0.3270799347471452
cs0.2900172117039587
hr0.24519670631290025
et0.20825335892514396
yo0.17992047713717693
fi0.14330218068535827
lv0.1424116424116424
lt0.13249211356466878
az0.12513255567338283
sk0.12513255567338283
is0.07924107142857142
hu0.07511210762331838
pl0.07094594594594594
tr0.0667420814479638
reliabletrue
passestrue
2
name"Maria"
dialogue"Sí, lo vi. Estaba fotografiando el festival de la manzana cuando ese hombre... el que buscaban... desapareció. Hay algo en mis fotos. Una sombra."
detectedLang"es"
heavyLang"es"
scores
es0.7958958517210944
ca0.7138880296937828
pt0.6373970991767934
it0.573339483394834
fr0.5511887433284813
no0.4533096926713948
nl0.45136417556346387
ro0.45136417556346387
tl0.44209891435464416
da0.4356314826113484
sv0.40781049935979513
sl0.38863185723727695
ms0.3771043771043771
en0.37160326086956524
yo0.3373925501432665
hr0.32134996331621424
sk0.31985294117647056
lv0.3153219837157661
vi0.31021625652498136
tr0.30918595967139656
sq0.30503380916604056
hu0.2955064737242955
et0.28846153846153844
eu0.27450980392156865
de0.2652899126290707
lt0.26412092283214
cs0.25762439807383625
az0.20600858369098712
pl0.16666666666666666
fi0.13712686567164178
is0.12653446647780925
reliabletrue
passestrue
3
name"Hunter"
dialogue"Whoa, slow down. I don't speak Spanish. Are you hurt?"
detectedLang"en"
heavyLang"en"
scores
en0.7847682119205298
ro0.49455676516329705
tl0.43771626297577854
no0.40909090909090906
sv0.4014732965009208
sq0.3970315398886827
da0.3925233644859813
cs0.3602362204724409
hr0.2995689655172413
ca0.29805615550755943
hu0.29805615550755943
pl0.2793791574279379
it0.26136363636363635
yo0.2111650485436893
de0.20924574209245742
nl0.19753086419753088
sk0.181360201511335
be0.17721518987341772
tr0.17721518987341772
az0.16237113402061853
et0.16237113402061853
is0.16237113402061853
lt0.16237113402061853
lv0.16237113402061853
uk0.16237113402061853
vi0.16237113402061853
reliabletrue
passestrue
4
name"Maria"
dialogue"No, no estoy herida. Mire. Aquí. Detrás del puesto de manzanas. Una silueta. Luego ya no estaba."
detectedLang"es"
heavyLang"es"
scores
es0.792909211398277
ca0.6639784946236559
pt0.5725034199726402
it0.47742474916387956
tl0.4409660107334526
en0.39729990356798456
hr0.33226495726495725
no0.3293991416309013
tr0.31842966194111233
sv0.3169398907103825
lv0.29298642533936653
ro0.2824339839265212
nl0.26985981308411217
da0.26035502958579887
hu0.24516908212560387
sl0.2378048780487805
lt0.2368742368742369
sk0.23124231242312424
eu0.2264851485148515
yo0.22360248447204967
az0.21580928481806777
et0.21580928481806777
sq0.21185372005044137
ms0.19562419562419564
fr0.1935483870967742
cs0.11347517730496455
pl0.10714285714285714
de0.09682080924855492
reliabletrue
passestrue
5
name"Hunter"
dialogue"You're shaking. Is it something in your camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8149202733485192
tl0.6575342465753424
nl0.6026894865525673
it0.48412698412698413
ms0.482484076433121
ro0.48
de0.4791666666666667
yo0.4663382594417077
sv0.4444444444444444
es0.35258964143426297
is0.3340163934426229
hu0.32150313152400833
sl0.32150313152400833
pt0.3143459915611814
fr0.3114406779661017
ca0.2388758782201405
lv0.20924574209245742
no0.20924574209245742
sq0.20924574209245742
az0.20537897310513448
pl0.20537897310513448
reliabletrue
passestrue
6
name"Maria"
dialogue"Sí. Esta foto. A las 9:47. Había un hombre. Alto. Abrigo oscuro. Después... un arrastre. Como si algo lo arrastrara."
detectedLang"es"
heavyLang"es"
scores
es0.7973815461346634
pt0.660574412532637
ca0.6531483457844184
it0.6524064171122994
ro0.5340501792114696
fr0.5306859205776173
yo0.49337490257209665
tl0.4138863841298467
no0.38095238095238093
sk0.37917860553963706
cs0.36831875607385806
sl0.34804413239719156
sq0.34210526315789475
da0.32502596053997923
lv0.3157894736842105
en0.3092454835281615
hr0.2713004484304933
pl0.26719278466741825
sv0.23798358733880423
eu0.21592279855247284
az0.21212121212121213
vi0.19852034525277434
hu0.1935483870967742
lt0.19154228855721395
nl0.1698595146871009
de0.16666666666666666
et0.15803108808290156
tr0.10591471801925723
is0.10344827586206896
fi0.08835904628330996
ms0.08835904628330996
reliabletrue
passestrue
7
name"Hunter"
dialogue"Nine forty-seven? That's the night Kyle went missing. Did you see who it was?"
detectedLang"en"
heavyLang"en"
scores
en0.8156342182890856
tl0.586435070306038
nl0.5112414467253177
no0.4646680942184154
da0.44320712694877507
sq0.4075829383886255
yo0.4075829383886255
de0.40476190476190477
fr0.37810945273631835
sv0.3531694695989651
ca0.3197278911564626
et0.3197278911564626
ms0.2732558139534884
cs0.24242424242424243
it0.23430321592649314
is0.2331288343558282
pt0.2248062015503876
ro0.21752738654147105
sl0.16943521594684383
lv0.14675767918088736
sk0.14089347079037798
fi0.13494809688581316
tr0.12587412587412586
es0.11816578483245149
az0.11504424778761062
reliabletrue
passestrue
8
name"Maria"
dialogue"No sé quién es Kyle. Pero esto no es normal. Alborn no es así. ¿Qué pasó con él? ¿Dónde está?"
detectedLang"es"
heavyLang"es"
scores
es0.8063380281690141
ca0.5621019108280255
pt0.4888475836431227
tl0.4028230184581976
it0.40217391304347827
lv0.3663594470046083
de0.3341404358353511
en0.3081761006289308
tr0.2939666238767651
sk0.29214929214929214
hr0.22535211267605632
no0.22535211267605632
lt0.21875
cs0.20977011494252876
ro0.19941775836972345
pl0.19590643274853803
az0.19472913616398244
vi0.19236417033773862
ms0.18998527245949925
is0.18276374442793464
hu0.15644171779141106
yo0.13522012578616352
eu0.1085899513776337
da0.10277324632952692
fi0.10277324632952692
fr0.10277324632952692
sq0.10277324632952692
et0.09688013136288999
nl0.09688013136288999
sl0.09688013136288999
sv0.09688013136288999
reliabletrue
passestrue
9
name"Hunter"
dialogue"I don't understand. But I can see you're scared. Can you show me the photo again?"
detectedLang"en"
heavyLang"en"
scores
en0.8180242634315424
no0.5446660884648743
nl0.5426829268292682
tl0.5266005410279531
da0.49664429530201337
fr0.45987654320987653
sv0.4485294117647059
sq0.4067796610169492
cs0.40340909090909094
et0.38452520515826494
it0.3502475247524753
ro0.3155149934810952
ca0.2905405405405405
pl0.279835390946502
yo0.2698191933240611
de0.26880222841225626
pt0.2391304347826087
ms0.23580786026200873
sk0.23469387755102045
tr0.21875
az0.21052631578947367
hr0.20933734939759033
is0.20694864048338368
es0.16267942583732056
sl0.1435562805872757
hi0.12790697674418602
fi0.125
be0.11764705882352942
hu0.11317567567567569
lt0.10714285714285714
lv0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
10
name"Maria"
dialogue"Sí. Mire. ¿Lo ve? Allí. En la sombra. ¿Y si vuelve?"
detectedLang"es"
heavyLang"es"
scores
es0.7935103244837758
ca0.691358024691358
fr0.6292372881355932
it0.5887191539365453
yo0.5882352941176471
no0.5225102319236016
sq0.4688922610015175
ro0.4582043343653251
tr0.4479495268138801
sl0.44
vi0.43820224719101125
cs0.4233937397034596
da0.39236111111111116
sk0.3902439024390244
tl0.38917975567190227
pt0.3230174081237911
nl0.30417495029821073
sv0.29718875502008035
is0.2768595041322314
pl0.23076923076923078
az0.2009132420091324
fi0.1935483870967742
lv0.19168591224018475
eu0.1764705882352941
lt0.17061611374407584
reliabletrue
passestrue
11
name"Hunter"
dialogue"That's... a shape. By the apple barn. Did you see anyone else?"
detectedLang"en"
heavyLang"en"
scores
en0.814385150812065
tl0.48320413436692505
fr0.47506561679790027
cs0.4601889338731444
da0.4467496542185339
sv0.4421199442119944
es0.4152046783625731
sk0.3993993993993994
no0.39209726443769
sq0.38461538461538464
et0.36808846761453395
nl0.3630573248407643
yo0.3610223642172524
pl0.3579454253611557
de0.35379644588045234
it0.34210526315789475
hu0.2805755395683453
is0.2753623188405797
ms0.26062846580406657
pt0.25925925925925924
ro0.25788497217068646
ca0.2537313432835821
hr0.21875
sl0.1836734693877551
lt0.17012448132780084
tr0.16142557651991615
az0.14893617021276595
eu0.14893617021276595
lv0.14893617021276595
vi0.14893617021276595
fi0.13606911447084233
reliabletrue
passestrue
12
name"Maria"
dialogue"No. Solo la silueta. Y el sonido. Por favor, ayúdeme."
detectedLang"es"
heavyLang"es"
scores
es0.7675139491630502
ca0.6630727762803235
pt0.5874587458745875
it0.5530393325387366
ro0.4806094182825485
fr0.4777158774373259
sq0.4212962962962963
no0.3961352657004831
vi0.3267504488330341
pl0.32432432432432434
sk0.3231046931407942
en0.3194192377495462
tr0.3194192377495462
tl0.3042671614100185
lv0.258893280632411
hu0.25
hr0.21218487394957983
yo0.19700214132762314
cs0.19006479481641467
da0.14772727272727273
nl0.14772727272727273
sl0.14772727272727273
sv0.14772727272727273
reliabletrue
passestrue
13
name"Hunter"
dialogue"Okay. I'm going to call for a translator. Just stay here."
detectedLang"en"
heavyLang"en"
scores
en0.8161764705882353
tl0.5843230403800476
no0.5684340320591862
da0.5673671199011124
pl0.5185694635488307
pt0.5118549511854952
hr0.5014245014245015
sl0.48604992657856094
sk0.4814814814814815
cs0.4791666666666667
sq0.476831091180867
ro0.4615384615384615
ca0.4514106583072101
et0.44881889763779526
sv0.44881889763779526
lv0.42528735632183906
yo0.42244224422442245
lt0.4195688225538972
es0.3738819320214669
de0.36479128856624315
nl0.36363636363636365
fr0.360146252285192
it0.34944237918215615
ms0.3433395872420263
vi0.3110236220472441
hu0.308300395256917
tr0.2857142857142857
eu0.2813141683778234
az0.2693110647181628
is0.1764705882352941
fi0.15254237288135594
reliabletrue
passestrue
14
name"Maria"
dialogue"¿Traductor? Sí. Por favor. Rápido."
detectedLang"es"
heavyLang"es"
scores
es0.7956403269754768
pt0.7407834101382489
ca0.6930422919508867
en0.6031746031746031
ro0.5738636363636364
nl0.560546875
sq0.5379876796714579
fr0.5044052863436124
tl0.5022123893805309
yo0.49324324324324326
da0.46428571428571425
it0.38524590163934425
no0.3626062322946175
sl0.3553008595988539
sv0.3553008595988539
hr0.22945205479452058
cs0.21875
lt0.21875
lv0.21875
ms0.21875
sk0.21875
de0.2077464788732394
et0.2077464788732394
pl0.2077464788732394
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hunter. ... What? Another one? Where? ... I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8326826547685443
tl0.5792426367461431
pl0.46714031971580816
fr0.37629937629937626
hr0.3684210526315789
de0.3562231759656652
cs0.3492407809110629
sk0.3492407809110629
da0.34782608695652173
ca0.34497816593886466
et0.33920704845814975
fi0.3333333333333333
sq0.3135011441647597
es0.25
hi0.21875
no0.20634920634920634
yo0.2
sv0.1891891891891892
it0.17355371900826447
nl0.17355371900826447
pt0.17355371900826447
ms0.16434540389972147
ro0.16434540389972147
sl0.16434540389972147
tr0.16434540389972147
reliabletrue
passestrue
16
name"Maria"
dialogue"¿Qué pasa? ¿Por qué se va? ¡No me deje!"
detectedLang"es"
heavyLang"es"
scores
es0.8127340823970037
pt0.7105643994211288
sq0.6610169491525424
ca0.658703071672355
it0.6389891696750902
fr0.6031746031746031
no0.5680345572354212
ro0.562363238512035
hr0.5391705069124424
sl0.5238095238095238
en0.4897959183673469
fi0.46949602122015915
cs0.40476190476190477
lv0.3957703927492447
eu0.375
yo0.3485342019543974
et0.3220338983050847
da0.3150684931506849
sk0.3127147766323024
tr0.3055555555555556
sv0.3006993006993007
ms0.29577464788732394
nl0.29577464788732394
tl0.2857142857142857
pl0.2727272727272727
reliabletrue
passestrue
17
name"Hunter"
dialogue"I have to go. Stay here. Don't leave town."
detectedLang"en"
heavyLang"en"
scores
en0.829086389061529
da0.5864661654135338
pl0.5729813664596274
yo0.5225694444444445
hr0.4811320754716981
no0.48015122873345933
tl0.46601941747572817
cs0.461839530332681
sq0.45972495088408644
sk0.4258872651356994
lv0.40217391304347827
lt0.3778280542986425
ca0.3341404358353511
sv0.3341404358353511
sl0.3055555555555556
it0.2948717948717949
ro0.24657534246575344
be0.20289855072463767
tr0.20289855072463767
hu0.19590643274853803
az0.1863905325443787
et0.1863905325443787
is0.1863905325443787
uk0.1863905325443787
vi0.1863905325443787
reliabletrue
passestrue
18
name"Maria"
dialogue"No entiendo. ¡Espere! ¡Por favor!"
detectedLang"es"
heavyLang"es"
scores
es0.7965641952983725
pt0.7706422018348624
ca0.6794871794871795
it0.664179104477612
en0.60801393728223
no0.5098039215686274
fr0.5087336244541485
sq0.46428571428571425
tl0.40318302387267907
ro0.39999999999999997
nl0.3869209809264305
lv0.3679775280898876
eu0.3161094224924012
hr0.3098159509202454
fi0.2879746835443038
sk0.2879746835443038
tr0.281150159744409
yo0.281150159744409
et0.2549668874172185
pl0.25
da0.22413793103448276
sl0.22413793103448276
sv0.22413793103448276
reliabletrue
passestrue
19
name"Hunter"
dialogue"I'll be back. I promise."
detectedLang"en"
heavyLang"en"
scores
en0.7771173848439822
cs0.6296296296296297
tl0.6134020618556701
ro0.6124031007751938
hr0.5967741935483871
ca0.5774647887323944
et0.5677233429394812
yo0.5677233429394812
sq0.5626822157434402
pl0.5575221238938053
hu0.5508982035928144
it0.5481927710843374
lt0.5384615384615384
no0.4915254237288135
da0.4809688581314879
sv0.4791666666666667
pt0.3333333333333333
sk0.32432432432432434
be0.3181818181818182
es0.3181818181818182
sl0.3181818181818182
tr0.3181818181818182
fr0.3087557603686636
az0.29577464788732394
is0.29577464788732394
lv0.29577464788732394
uk0.29577464788732394
vi0.29577464788732394
de0.2822966507177033
ms0.2822966507177033
nl0.2822966507177033
reliabletrue
passestrue
20
name"Maria"
dialogue"Dios mío... no otra vez."
detectedLang"es"
heavyLang"es"
scores
es0.8019017432646592
pt0.6843434343434344
lv0.648876404494382
ca0.5192307692307693
en0.4541484716157206
hr0.4469026548672566
no0.4369369369369369
sk0.4212962962962963
tr0.4131455399061033
it0.3902439024390244
tl0.3902439024390244
pl0.375
reliabletrue
passestrue