Run: 2026-09-03-01M1KADQKD1DE3NT3F9EBBSFGR

Run Details

Model:
DeepSeek V4 Pro 0813 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Spanish) in a story
Duration:
1m 48s
Cost:
$0.027015
Provider:
Novita

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: (staring at her camera, shaken) No puede ser. Esto no puede estar pasando... Hunter: Ma’am. Detective Hunter, Alborn PD. You were at the apple orchard last night during the festival, correct? Maria: (looks up) Fue terrible. Yo solo quería tomar fotos de la niebla. Pero entonces vi... Hunter: (stares at her, lost) I’m sorry—do you speak English? English? Maria: No entiendo inglés. Solo español. Por favor, tiene que escucharme. Hunter: Okay. I don’t speak Spanish. But you’re scared. (points at the camera) May I see? Maria: ¿La cámara? Sí. Mire. (turns the screen toward him) Ahí. ¿Ve la sombra entre los árboles? Hunter: That’s... a figure. You took this last night? Maria: Sí. Era una mujer. Caminaba cerca del huerto. Después la niebla la cubrió y desapareció. Hunter: A woman disappeared? Did you report this? Maria: Grité. Corrí al pueblo. Pero nadie me cree. Y no es la primera vez. Hunter: The other missing people... you think this is connected? Maria: No lo sé. Pero hay algo en el bosque. Luces frías. Susurros. Y esa niebla que no era normal. Hunter: I need to get a translator down here. Can you stay at this cafe? Maria: No quiero volver al bosque. Tengo miedo. Hunter: Nobody’s asking you to go back. Just wait here. (phone buzzes) Excuse me. (answers) Hunter. ... Where? ... I’ll be there. (hangs up) I have to go. Stay here. I’ll have an officer come by. Maria: ¡No vaya al bosque de noche! ¡No siga las luces! Hunter: I don’t understand, but I’ll take it as a warning. Stay put, ma’am.
created_at"2026-09-03T09:43:27.101Z" 9/3/2026, 9:43:27 AM
model"deepseek/deepseek-v4-pro-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2251
moderation_latency(null)
generation_time107534
tokens_prompt304
tokens_completion7006
native_tokens_prompt342
native_tokens_completion6708
native_tokens_completion_images(null)
native_tokens_reasoning6265
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)
usage0.02701512
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788428607-E8gT5V6XGZmDf0e48o07"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788428607-6AVnZ1a0pTEY3La9T1m0"
upstream_id"25f67c9425901bdfb3fd45ca325b9a94"
provider_responses
0
endpoint_id"46f2098d-3994-4c59-b3f9-cbbbf44a2f45"
id"25f67c9425901bdfb3fd45ca325b9a94"
is_byokfalse
latency2251
model_permaslug"deepseek/deepseek-v4-pro-20260813"
provider_name"Novita"
status200
total_cost0.02701512
cache_discount(null)
upstream_inference_cost0
provider_name"Novita"
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. Esto no puede estar pasando..."
detectedLang"es"
heavyLang"es"
scores
es0.8387096774193549
pt0.7395833333333334
ca0.6866295264623956
tl0.5901639344262295
no0.5472837022132797
lv0.5087336244541485
it0.48394495412844035
eu0.4791666666666667
en0.4655581947743468
hr0.4538834951456311
sv0.44306930693069313
pl0.3935309973045822
lt0.34971098265895956
da0.3055555555555556
ms0.30124223602484473
sk0.2879746835443038
tr0.281150159744409
is0.27652733118971057
de0.2398648648648649
ro0.2398648648648649
sq0.2398648648648649
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma’am. Detective Hunter, Alborn PD. You were at the apple orchard last night during the festival, correct?"
detectedLang"en"
heavyLang"en"
scores
en0.7631935047361299
tl0.6645903210349785
fr0.5875073659398939
nl0.5644057249533292
no0.5521433141394754
da0.5336442371752165
it0.5087719298245614
de0.47169811320754723
es0.46848899012908124
ro0.46808510638297873
ca0.43593875906527
pt0.4345718901453958
sv0.4266994266994267
ms0.36823104693140796
sq0.33962264150943394
cs0.32497589199614274
sl0.3089832181638697
hr0.2768595041322314
lt0.24406047516198706
et0.221357063403782
yo0.2054483541430193
az0.14425427872860636
sk0.14425427872860636
hu0.08735332464146023
fi0.08256880733944955
lv0.08256880733944955
pl0.08256880733944955
tr0.077733860342556
reliabletrue
passestrue
2
name"Maria"
dialogue"Fue terrible. Yo solo quería tomar fotos de la niebla. Pero entonces vi..."
detectedLang"es"
heavyLang"es"
scores
es0.7833264548080892
fr0.6239255014326647
ca0.6233859397417504
pt0.5806709265175719
tl0.5434782608695653
it0.5358090185676392
sv0.506578947368421
da0.4728915662650602
no0.45652173913043476
en0.44029850746268656
ro0.4114349775784753
yo0.40476190476190477
nl0.40273037542662116
pl0.38380281690140844
sq0.3429286608260325
de0.3346007604562738
lv0.2837653478854025
az0.2605633802816902
vi0.2595204513399154
tr0.24242424242424243
hu0.2335766423357664
lt0.21407185628742514
et0.1935483870967742
is0.12790697674418602
eu0.11764705882352942
cs0.11317567567567569
hr0.11317567567567569
sk0.11317567567567569
sl0.11317567567567569
ms0.10714285714285714
fi0.10102739726027396
reliabletrue
passestrue
3
name"Hunter"
dialogue"I’m sorry—do you speak English? English?"
detectedLang"en"
heavyLang"en"
scores
en0.8006379585326954
tl0.6565934065934066
pt0.5059288537549407
cs0.4577006507592191
hr0.43438914027149317
pl0.36386768447837153
sk0.34554973821989526
sl0.32432432432432434
sq0.31880108991825606
vi0.30747922437673125
it0.2857142857142857
no0.24698795180722888
yo0.2378048780487805
da0.22360248447204967
de0.22360248447204967
ms0.22360248447204967
ro0.22360248447204967
sv0.22360248447204967
reliabletrue
passestrue
4
name"Maria"
dialogue"No entiendo inglés. Solo español. Por favor, tiene que escucharme."
detectedLang"es"
heavyLang"es"
scores
es0.8138714733542319
pt0.6931524547803618
it0.6156957928802589
ca0.6096959737058341
fr0.6008403361344538
en0.35983827493261455
no0.34392265193370164
nl0.32432432432432434
sq0.291044776119403
fi0.2601246105919003
tl0.24841772151898736
et0.2448330683624801
pl0.24363057324840762
ro0.23878205128205127
da0.23014586709886548
lv0.21617161716171615
eu0.20033670033670034
hu0.1782006920415225
hr0.1753472222222222
sk0.1607773851590106
tr0.15630550621669628
cs0.1410488245931284
sl0.12037037037037036
sv0.12037037037037036
reliabletrue
passestrue
5
name"Hunter"
dialogue"Okay. I don’t speak Spanish. But you’re scared. May I see?"
detectedLang"en"
heavyLang"en"
scores
en0.8102466793168881
tl0.6194100856327307
ro0.38271604938271603
et0.36808846761453395
no0.36
sv0.35275080906148865
sq0.3485342019543974
da0.3442622950819672
it0.33665008291873966
yo0.3162393162393162
vi0.2805755395683453
hr0.25788497217068646
ca0.25650557620817843
hu0.25650557620817843
pl0.23954372623574144
cs0.2079207920792079
fr0.18032786885245902
de0.17695473251028807
nl0.16666666666666666
sk0.15254237288135594
be0.14893617021276595
tr0.14893617021276595
az0.13606911447084233
is0.13606911447084233
lt0.13606911447084233
lv0.13606911447084233
uk0.13606911447084233
reliabletrue
passestrue
6
name"Maria"
dialogue"¿La cámara? Sí. Mire. Ahí. ¿Ve la sombra entre los árboles?"
detectedLang"es"
heavyLang"es"
scores
es0.7738238841978287
ca0.673913043478261
fr0.578177727784027
it0.5460048426150121
pt0.5294855708908407
ro0.4318181818181818
tr0.4009584664536741
yo0.3902439024390244
sq0.32795698924731176
tl0.3131868131868132
en0.29906542056074764
lv0.29775280898876405
cs0.2690058479532163
ms0.2378048780487805
sk0.21218487394957983
sl0.19181034482758622
az0.19006479481641467
no0.1830065359477124
vi0.1830065359477124
de0.17218543046357618
reliabletrue
passestrue
7
name"Hunter"
dialogue"That’s... a figure. You took this last night?"
detectedLang"en"
heavyLang"en"
scores
en0.8300283286118981
tl0.6822033898305085
fr0.5297805642633229
it0.494949494949495
ro0.48805460750853247
sq0.453551912568306
nl0.45054945054945056
da0.4174757281553398
ca0.4152046783625731
no0.4152046783625731
cs0.4117647058823529
de0.4117647058823529
pt0.4106090373280943
es0.40119760479041916
yo0.39148073022312374
hu0.34210526315789475
et0.3181818181818182
sk0.3023255813953488
hr0.27184466019417475
pl0.25925925925925924
sl0.23076923076923078
lt0.21465968586387435
tr0.20424403183023873
is0.2
az0.1891891891891892
eu0.1891891891891892
lv0.1891891891891892
vi0.1891891891891892
fi0.17355371900826447
ms0.17355371900826447
sv0.17355371900826447
reliabletrue
passestrue
8
name"Maria"
dialogue"Sí. Era una mujer. Caminaba cerca del huerto. Después la niebla la cubrió y desapareció."
detectedLang"es"
heavyLang"es"
scores
es0.7997535428219347
ca0.7052154195011338
it0.5906801007556676
pt0.5622895622895623
ro0.5224099926524615
fr0.3557978196233895
tl0.28335170893054024
yo0.2696629213483146
en0.2655367231638418
pl0.2545871559633027
no0.2215568862275449
vi0.21875
eu0.21686746987951808
da0.21212121212121213
tr0.18851435705368288
ms0.18648310387984982
sv0.1344873501997337
hu0.1321762349799733
sl0.13101604278074866
sk0.11684782608695651
sq0.10714285714285714
reliabletrue
passestrue
9
name"Hunter"
dialogue"A woman disappeared? Did you report this?"
detectedLang"en"
heavyLang"en"
scores
en0.8095238095238095
tl0.6148908857509628
cs0.5786516853932584
ro0.546142208774584
fr0.5391705069124424
nl0.512987012987013
it0.4845360824742268
hr0.44649446494464945
ms0.42748091603053434
hu0.4263862332695985
es0.4163424124513619
pt0.4140625
ca0.4129158512720157
eu0.4106090373280943
no0.40476190476190477
sq0.402390438247012
sv0.402390438247012
sk0.38650306748466257
pl0.3644067796610169
sl0.33184855233853006
fi0.3227990970654628
da0.3103448275862069
de0.3087557603686636
et0.2890995260663507
yo0.2840095465393795
lt0.21465968586387435
tr0.20424403183023873
is0.2
az0.1891891891891892
lv0.1891891891891892
vi0.1891891891891892
reliabletrue
passestrue
10
name"Maria"
dialogue"Grité. Corrí al pueblo. Pero nadie me cree. Y no es la primera vez."
detectedLang"es"
heavyLang"es"
scores
es0.8172373989996152
ca0.650991917707568
it0.602510460251046
fr0.5908699397071491
tl0.5609981515711645
pt0.5352250489236791
ro0.4908896034297963
en0.4221411192214112
sq0.375
nl0.36918990703851257
de0.3658210947930574
no0.36412315930388217
ms0.3466299862448418
lv0.3457300275482094
sk0.33751743375174337
hr0.27811550151975684
vi0.2770167427701674
pl0.27480916030534347
sl0.2658423493044822
lt0.2448330683624801
cs0.24121405750798725
tr0.23633440514469453
da0.22889610389610393
hu0.17677642980935876
eu0.16812609457092817
et0.16666666666666666
yo0.16225749559082892
sv0.14721723518850988
az0.1410488245931284
fi0.13636363636363635
reliabletrue
passestrue
11
name"Hunter"
dialogue"The other missing people... you think this is connected?"
detectedLang"en"
heavyLang"en"
scores
en0.8466257668711656
tl0.6081504702194357
nl0.5805369127516778
fr0.4703389830508474
da0.44029850746268656
is0.39418416801292405
yo0.37707641196013286
ca0.375
ms0.3339253996447602
no0.3218806509945751
sv0.3169398907103825
hu0.29111531190926276
zh0.28977272727272724
it0.2732558139534884
cs0.17218543046357618
fi0.17218543046357618
sq0.17218543046357618
de0.1610738255033557
az0.14772727272727273
et0.14772727272727273
pt0.14772727272727273
reliabletrue
passestrue
12
name"Maria"
dialogue"No lo sé. Pero hay algo en el bosque. Luces frías. Susurros. Y esa niebla que no era normal."
detectedLang"es"
heavyLang"es"
scores
es0.7789175804740007
ca0.6248499399759904
pt0.576271186440678
fr0.4902120717781403
tl0.44493783303730017
ro0.423963133640553
it0.4196843082636954
en0.4030563514804203
is0.37122736418511065
pl0.36289500509684
tr0.35165975103734437
vi0.34554973821989526
ms0.32505399568034554
no0.3235930735930736
eu0.2690058479532163
yo0.26297169811320753
nl0.2532855436081242
da0.25239234449760767
sv0.2487980769230769
lv0.24058323207776428
hr0.20382165605095542
sk0.1935483870967742
fi0.19041450777202074
sl0.17654808959156787
az0.17546174142480211
de0.17546174142480211
hu0.16666666666666666
lt0.09156976744186046
sq0.09156976744186046
cs0.08625730994152046
et0.08625730994152046
reliabletrue
passestrue
13
name"Hunter"
dialogue"I need to get a translator down here. Can you stay at this cafe?"
detectedLang"en"
heavyLang"en"
scores
en0.8236331569664903
tl0.6406109613656783
da0.6055226824457594
no0.6007984031936128
cs0.5580110497237569
pl0.5570321151716501
hr0.5510662177328844
sq0.5310668229777257
ca0.5157384987893463
sk0.4981179422835634
ro0.4936708860759494
et0.49044585987261147
yo0.4616419919246299
sl0.4528043775649795
lv0.44598337950138506
sv0.44521497919556174
lt0.441340782122905
it0.4310099573257468
tr0.4177583697234352
pt0.41262848751835535
az0.4020926756352765
is0.3730407523510972
hu0.3579454253611557
vi0.355877616747182
es0.34318555008210183
de0.33444259567387685
nl0.3333333333333333
fr0.32998324958123953
ms0.313893653516295
eu0.25512104283054005
be0.14893617021276595
fi0.13606911447084233
uk0.13606911447084233
reliabletrue
passestrue
14
name"Maria"
dialogue"No quiero volver al bosque. Tengo miedo."
detectedLang"es"
heavyLang"es"
scores
es0.7920997920997921
it0.5614035087719298
ca0.48186528497409326
pt0.4545454545454546
eu0.40828402366863903
ms0.39759036144578314
pl0.35064935064935066
fr0.3150684931506849
lv0.30394431554524365
ro0.297423887587822
nl0.2890995260663507
is0.2682926829268293
en0.25742574257425743
hr0.2518703241895262
sv0.25
no0.24433249370277077
sk0.23273657289002556
tr0.22680412371134018
da0.21465968586387435
tl0.21052631578947367
hu0.20424403183023873
sl0.20424403183023873
reliabletrue
passestrue
15
name"Hunter"
dialogue"Nobody’s asking you to go back. Just wait here. Excuse me. Hunter. ... Where? ... I’ll be there. I have to go. Stay here. I’ll have an officer come by."
detectedLang"en"
heavyLang"en"
scores
en0.8022959183673469
tl0.5563823697767601
da0.4483985765124555
no0.4326500732064422
de0.4133232399697199
sq0.40108191653786707
yo0.39453125
pl0.3858954041204437
sv0.36889250814332253
cs0.3647540983606557
nl0.3568464730290456
it0.35146443514644354
fr0.3381725021349274
sl0.33074265975820377
sk0.30493273542600896
lt0.2647058823529412
ca0.2612011439466158
et0.251207729468599
hr0.2475728155339806
ro0.24094025465230165
ms0.22344689378757512
pt0.2226680040120361
tr0.2051282051282051
lv0.19270833333333331
hu0.19186652763295098
vi0.18162618796198524
is0.1474147414741474
eu0.11831626848691695
es0.11630558722919043
fi0.08823529411764706
be0.08284023668639054
az0.07517899761336516
uk0.07517899761336516
reliabletrue
passestrue
16
name"Maria"
dialogue"¡No vaya al bosque de noche! ¡No siga las luces!"
detectedLang"es"
heavyLang"es"
scores
es0.7522708505367465
ca0.6291718170580964
fr0.5594713656387665
ro0.5594713656387665
it0.5475113122171946
pt0.4889267461669506
nl0.47826086956521735
en0.4755244755244755
de0.45848375451263534
tl0.4371482176360225
no0.40711462450592883
da0.40119760479041916
tr0.38271604938271603
eu0.3562231759656652
ms0.3464052287581699
lv0.30394431554524365
sv0.2753623188405797
hr0.2518703241895262
hu0.24433249370277077
yo0.23857868020304565
sk0.23273657289002556
pl0.2
az0.17355371900826447
sq0.17355371900826447
reliabletrue
passestrue
17
name"Hunter"
dialogue"I don’t understand, but I’ll take it as a warning. Stay put, ma’am."
detectedLang"en"
heavyLang"en"
scores
en0.8054076198279394
tl0.6497050147492625
da0.5755138516532619
no0.5716862037871957
sv0.5356793743890519
sq0.44509345794392524
hr0.4418331374853114
yo0.4385342789598109
nl0.43045563549160676
de0.41574415744157445
is0.40401505646173147
cs0.4032663316582915
pl0.39413265306122447
hu0.39180537772087065
ro0.38946015424164526
sk0.37989556135770236
pt0.3716931216931217
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passestrue