Run: 2026-04-25-01KQ2FVQH5WQ28NZF3PFG4N0FE

Run Details

Model:
DeepSeek V4 Pro (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
29.1s
Cost:
$0.000701
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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
Marie: *murmuring to herself, staring at the camera screen* "Pourquoi est-ce que je n'ai pas effacé cette photo... Je ne comprends pas ce qui s'est passé..." Hunter: "Excuse me, miss. I'm Detective Hunter. I'm investigating the incident at the apple festival last night. Mind if I ask you a few questions?" Marie: *looks up, startled* "Oh! Pardon... Je... Je ne parle pas anglais. Désolée." *clutches camera tightly* "C'était terrifiant. Je n'aurais jamais dû rester si tard." Hunter: "Look, I just need to know if you saw anything strange near the cider tent around 9 PM. Were you there? You have a camera—did you take any pictures?" Marie: *shakes head, voice trembling* "J'étais là, oui. J'ai pris des photos des lampions, mais... l'homme masqué... il a disparu juste devant moi. Comme de la fumée. Je ne peux pas l'expliquer." Hunter: *frowns, leaning in* "I'm not following. Do you understand any English? Mask? Disappeared? Can you show me the photos?" Marie: *frantically scrolls through camera* "Tenez... regardez. Il était là, et puis plus rien. La prochaine image est juste le stand vide. La police française ne m'aurait jamais crue non plus." Hunter: *squints at the display* "Wait. There's nothing in this shot except the empty tent. Is this some kind of joke? I need clear answers." Marie: *tears welling* "Ce n'est pas une blague! J'ai peur. Quelqu'un nous observait. Je crois que je l'ai vu aussi dans la ruelle près du café hier. Vous devez me croire!" Hunter: "Alright, calm down. I can't understand a word, but you're clearly upset. Look, I'll get an interpreter. Just... stay put for a minute." *his phone rings* "Yeah, Hunter. ... What? Another one? At the old mill? I'm on my way." *glances at Marie* "I have to go. Don't leave town." *turns away, muttering* "This case just gets weirder."
created_at"2026-04-25T14:14:25.065Z" 4/25/2026, 2:14:25 PM
model"deepseek/deepseek-v4-pro-20260423"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1137
moderation_latency(null)
generation_time23378
tokens_prompt316
tokens_completion826
native_tokens_prompt263
native_tokens_completion792
native_tokens_completion_images(null)
native_tokens_reasoning285
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"
usage0.000701365
router(null)
provider_responses
0
endpoint_id"13bda129-f8a6-4a60-b1db-98082e5f7ccd"
is_byokfalse
latency5237
model_permaslug"deepseek/deepseek-v4-pro-20260423"
provider_name"Together"
status503
1
endpoint_id"d084170b-dd99-4e53-9ae1-b63881f3cfbf"
id"710c224b-e2a8-4cf2-953c-d1926746957a"
is_byokfalse
latency312
model_permaslug"deepseek/deepseek-v4-pro-20260423"
provider_name"DeepSeek"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777126465-zgb1yMUctkcMwAoN5mdJ"
session_id(null)
api_type"completions"
id"gen-1777126465-ZOuubdQNcGasxRAeNbzf"
upstream_id"710c224b-e2a8-4cf2-953c-d1926746957a"
total_cost0.000701365
cache_discount0.00010208
upstream_inference_cost0
provider_name"DeepSeek"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Pourquoi est-ce que je n'ai pas effacé cette photo... Je ne comprends pas ce qui s'est passé..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8225901833234771
ca0.592391304347826
it0.526813880126183
en0.43977591036414565
nl0.4350282485875706
ro0.4312796208530806
pt0.39879759519038077
es0.39209726443769
de0.3548387096774194
cs0.3456924754634678
hu0.3340732519422864
sl0.3340732519422864
lt0.32432432432432434
hr0.3212669683257918
tl0.28994082840236685
sq0.2840095465393795
no0.2546583850931677
da0.24050632911392408
tr0.22680412371134018
yo0.21363040629095675
ms0.19893190921228304
sk0.19463087248322147
lv0.1465149359886202
pl0.13169319826338638
fi0.12790697674418602
sv0.11504424778761062
hi0.1137370753323486
et0.09774436090225565
is0.09774436090225565
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, miss. I'm Detective Hunter. I'm investigating the incident at the apple festival last night. Mind if I ask you a few questions?"
detectedLang"en"
heavyLang"en"
scores
en0.7898682417083144
tl0.6780368952314654
fr0.6542056074766356
it0.606884827879303
no0.5846430175123484
pt0.5774326176336226
nl0.5747126436781609
ca0.569366852886406
ro0.5626477541371159
da0.5518410852713178
es0.5459008345606284
sv0.5126448893572181
sq0.5066666666666667
de0.482662192393736
cs0.4729344729344729
hr0.45811364967779733
et0.4529863985807214
sl0.4464392579293836
ms0.40012970168612194
sk0.38822751322751325
az0.35719249478804727
lt0.33019551049963797
hu0.32085168869309844
yo0.29496951219512196
pl0.2823894491854151
is0.22980849292256453
lv0.22334172963895885
fi0.21940928270042195
tr0.18213969938107868
vi0.12570888468809074
be0.07035175879396985
eu0.07035175879396985
uk0.06376518218623482
reliabletrue
passestrue
2
name"Marie"
dialogue"C'était terrifiant. Je n'aurais jamais dû rester si tard."
detectedLang"fr"
heavyLang"fr"
scores
fr0.800656660412758
pt0.5385450597176982
ca0.5365321701199565
sl0.49101796407185627
lt0.4873341375150784
en0.4627054361567636
it0.44516971279373363
ro0.44516971279373363
sk0.4429882044560944
nl0.44152431011826543
cs0.43633952254641906
sq0.42489851150202973
es0.4170096021947874
no0.4129834254143646
hr0.40476190476190477
yo0.4022503516174402
de0.40056417489421725
tl0.38405797101449274
lv0.3501529051987768
ms0.3431221020092735
da0.34006211180124224
pl0.33800623052959505
sv0.3338557993730407
et0.3189102564102564
hu0.22867513611615245
az0.22303473491773307
tr0.22303473491773307
fi0.121900826446281
reliabletrue
passestrue
3
name"Hunter"
dialogue"Look, I just need to know if you saw anything strange near the cider tent around 9 PM. Were you there? You have a camera—did you take any pictures?"
detectedLang"en"
heavyLang"en"
scores
en0.8165618448637317
tl0.584717607973422
da0.5042492917847025
sv0.47257383966244726
no0.4658119658119659
ca0.46351931330472107
fr0.44089456869009586
ro0.438382541720154
de0.42320369149637443
nl0.38380281690140844
ms0.37722419928825623
cs0.3767806267806268
et0.3745532523230879
sq0.3732091690544413
it0.3547197640117994
hr0.3425995492111195
yo0.33962264150943394
pl0.3366186504927976
sk0.3253662297609869
lv0.3180046765393608
sl0.3011182108626198
lt0.2653232577665827
tr0.2391304347826087
az0.2297535211267606
es0.20886075949367086
hu0.20309653916211293
pt0.19798350137488543
is0.1898148148148148
vi0.13194444444444445
hi0.09513960703205791
be0.07407407407407407
eu0.07407407407407407
fi0.06716417910447761
uk0.06716417910447761
reliabletrue
passestrue
4
name"Marie"
dialogue"J'étais là, oui. J'ai pris des photos des lampions, mais... l'homme masqué... il a disparu juste devant moi. Comme de la fumée. Je ne peux pas l'expliquer."
detectedLang"fr"
heavyLang"fr"
scores
fr0.797979797979798
ca0.6372869060573086
pt0.5047052996532937
ro0.4929006085192698
it0.4769874476987448
en0.46062567421790723
es0.4152046783625731
nl0.4008388256440983
sq0.37772246421904176
tl0.36948297604035313
no0.3630573248407643
yo0.3573264781491003
da0.35691318327974275
de0.35691318327974275
cs0.3368700265251989
lt0.3270524899057874
tr0.3145990404386566
hr0.28366762177650434
sl0.2810927390366643
ms0.2737835875090778
lv0.2570579494799406
sk0.25595238095238093
hu0.250936329588015
et0.2475545522949586
sv0.23954372623574144
vi0.2372234935163997
az0.19871794871794873
eu0.17423616845582166
pl0.1638795986622074
fi0.13119026933101652
hi0.07149489322191271
is0.06976744186046512
reliabletrue
passestrue
5
name"Hunter"
dialogue"I'm not following. Do you understand any English? Mask? Disappeared? Can you show me the photos?"
detectedLang"en"
heavyLang"en"
scores
en0.8028261583963194
tl0.5334370139968896
nl0.5301487862176978
no0.48497854077253216
da0.4291151284490961
fr0.4163424124513619
pt0.40059940059940063
sv0.3756503642039542
sq0.3637327677624602
de0.358974358974359
ms0.3562231759656652
cs0.329608938547486
ca0.318955732122588
it0.28994082840236685
pl0.269183922046285
sk0.269183922046285
sl0.25742574257425743
hr0.24242424242424243
yo0.23566878980891717
es0.23273657289002556
tr0.2052980132450331
ro0.19571045576407506
eu0.1880920162381597
vi0.15611814345991562
et0.1366906474820144
lt0.11764705882352942
az0.1137370753323486
hi0.1137370753323486
fi0.1111111111111111
is0.10979228486646886
lv0.10581222056631893
reliabletrue
passestrue
6
name"Marie"
dialogue"Tenez... regardez. Il était là, et puis plus rien. La prochaine image est juste le stand vide. La police française ne m'aurait jamais crue non plus."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7968326734736404
ro0.5913663034367141
it0.563953488372093
ca0.5227606461086637
en0.5166088249876054
es0.4672131147540984
da0.4466515323496027
pt0.4341265235055136
sl0.41581785500299584
no0.40980629539951574
tl0.3992606284658041
et0.3825205826472451
nl0.3660598179453836
de0.3538767395626242
hr0.3443174176193679
cs0.33264887063655035
sq0.32758620689655166
eu0.32665745856353595
sv0.3124118476727786
lt0.3035714285714286
lv0.30057388809182206
az0.29906542056074764
yo0.2815033161385409
tr0.28044280442804426
ms0.27347242921013415
sk0.27184466019417475
hu0.25
pl0.24183514774494555
fi0.20212765957446807
vi0.1981907894736842
is0.17021276595744683
reliabletrue
passestrue
7
name"Hunter"
dialogue"Wait. There's nothing in this shot except the empty tent. Is this some kind of joke? I need clear answers."
detectedLang"en"
heavyLang"en"
scores
en0.8123123123123124
nl0.5214395099540582
tl0.5143745143745143
yo0.4517543859649123
de0.39496611810261373
no0.3482794577685088
sv0.3407172995780591
ro0.33581296493092455
it0.29537767756482525
is0.2807825086306099
ms0.26985981308411217
hu0.26122931442080377
da0.2577197149643705
ca0.2541766109785203
sq0.2532855436081242
pl0.251497005988024
cs0.24698795180722888
et0.24425634824667475
es0.22744128553770088
fr0.20584498094027956
sl0.19768934531450577
az0.19041450777202074
hr0.1819371727748691
pt0.1270949720670391
sk0.10329985652797705
be0.10071942446043164
tr0.10071942446043164
lt0.09156976744186046
lv0.09156976744186046
uk0.09156976744186046
vi0.09156976744186046
reliabletrue
passestrue
8
name"Marie"
dialogue"Ce n'est pas une blague! J'ai peur. Quelqu'un nous observait. Je crois que je l'ai vu aussi dans la ruelle près du café hier. Vous devez me croire!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8141086749285033
ca0.4819341126461211
it0.4516310461192351
pt0.42781690140845074
de0.41546762589928055
nl0.40909090909090906
es0.38679245283018865
ro0.38524590163934425
no0.37858508604206503
sl0.35086551264980026
en0.3055555555555556
hr0.2772424017790956
sq0.2641509433962264
da0.25172678434382195
tl0.24535603715170282
fi0.2181234963913392
sv0.2086038961038961
yo0.2073170731707317
et0.181360201511335
lt0.16092943201376936
vi0.15803108808290156
ms0.14698162729658792
pl0.1424802110817942
cs0.13101604278074866
sk0.12946428571428573
eu0.1271262309758281
reliabletrue
passestrue
9
name"Hunter"
dialogue"This case just gets weirder."
detectedLang"en"
heavyLang"en"
scores
en0.7959183673469388
tl0.6231155778894472
sv0.5664739884393063
nl0.42084942084942084
et0.40476190476190477
fr0.34782608695652173
no0.34782608695652173
ca0.33920704845814975
it0.33920704845814975
ro0.33920704845814975
da0.3212669683257918
es0.3212669683257918
pt0.3212669683257918
reliabletrue
passestrue