Run: 2026-10-20-01M5C6KG4F5TVMCRNAMVZP64J7

Run Details

Model:
DeepSeek V4.1 Flash 1017 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
32.9s
Cost:
$0.001388
Provider:
Wafer

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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
Voice Sheet Isabella: "Questa foto... l’ho scattata ieri, vicino al frutteto. C’era un uomo, poi è sparito. Non riesco a smettere di tremare." Hunter: "Ma’am? Detective Hunter. I’m asking about the recent event at the apple festival—did you see anything unusual?" Isabella: "Non capisco... Il festival? Sì, ero lì. Ho visto una persona... forse due. Ma nessuno mi crede." Hunter: "Slow down. I don’t speak Italian. Do you speak English?" Isabella: "Inglese? No, no. Mi dispiace. Solo italiano. Guardi... guardi la foto." Hunter: "Your camera? You took photos at the festival?" Isabella: "Sì! Sì, le mele, la piazza... e qui. Quest’ombra. Non c’era nessuno un secondo prima." Hunter: "I’m not following. Is this about the missing man from Tuesday?" Isabella: "Scomparso? Un uomo è scomparso? Oh Dio... Forse ho visto qualcosa. Ma non so spiegarlo in inglese." Hunter: "Try. Point. Show me. Anything." Isabella: "Ecco. Questa finestra. Quest’uomo. Poi... niente. Solo la giacca." Hunter: "A jacket? Where?" Isabella: "Dietro la chiesa. Vicino al bosco. Ho paura." Hunter: "I need a translator. And I need you to stay right here." Isabella: "Restare? Sì. Io aspetto. Ma faccia presto, per favore." Hunter: "I’m sorry—I can’t understand you. Wait here. Don’t leave." Isabella: "Non capisco... ma resto. La mia macchina fotografica è la prova." Hunter: "Hunter." Hunter: "Yeah... Alborn? When? ... I’m on my way." Hunter: "Listen—stay here. I’ll send someone who speaks Italian. Do not go anywhere." Isabella: "Va bene... Tornerà?" Hunter: "I’ll be back."
created_at"2026-10-20T08:24:48.02Z" 10/20/2026, 8:24:48 AM
model"deepseek/deepseek-v4.1-flash-20261017"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency957
moderation_latency(null)
generation_time32911
tokens_prompt308
tokens_completion2765
native_tokens_prompt293
native_tokens_completion2682
native_tokens_completion_images(null)
native_tokens_reasoning2289
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)
usage0.00138788
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1792484688-eMbAKbTK2J0rq5XOSLKv"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1792484688-DVw4wP9RhAozIBrPGqES"
upstream_id"chatcmpl-563f690424da49d282cab52dacfc730d"
provider_responses
0
endpoint_id"66d4851d-7738-4948-9d40-2ab6dc54f895"
id"chatcmpl-563f690424da49d282cab52dacfc730d"
is_byokfalse
latency957
model_permaslug"deepseek/deepseek-v4.1-flash-20261017"
provider_name"Wafer"
status200
total_cost0.00138788
cache_discount(null)
upstream_inference_cost0
provider_name"Wafer"
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"Isabella"
dialogue"Questa foto... l’ho scattata ieri, vicino al frutteto. C’era un uomo, poi è sparito. Non riesco a smettere di tremare."
detectedLang"it"
heavyLang"it"
scores
it0.8001453488372093
ro0.5538128718226069
es0.5261344055140724
fr0.5033112582781457
ca0.5009074410163339
sl0.434156378600823
pt0.4043321299638989
yo0.375
da0.3697478991596639
en0.3614551083591331
no0.35496481626270526
de0.3514150943396226
nl0.33035714285714285
ms0.3176178660049628
sv0.3164871582435791
lv0.3102006688963211
lt0.2918454935622317
eu0.28756476683937826
hr0.28323197219808866
tl0.28260869565217395
sk0.25339366515837103
cs0.2403314917127072
fi0.23112767940354148
is0.21652421652421652
et0.1943359375
pl0.1691842900302115
vi0.16834677419354838
hu0.15902140672782875
sq0.15297741273100618
tr0.15210688591983554
az0.0782122905027933
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma’am? Detective Hunter. I’m asking about the recent event at the apple festival—did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7871208089409261
tl0.645075421472937
fr0.5606809445359693
nl0.5130858186244674
pt0.4894703254626675
da0.4878361075544174
no0.4835377663008393
es0.477124183006536
sv0.47194719471947194
it0.4554118447923758
ca0.45242984257357977
ro0.45017182130584193
de0.4043186895011169
cs0.37597503900156004
ms0.37057435090479934
sq0.36507936507936506
et0.3316624895572264
sl0.3197278911564626
hr0.2926613616268789
sk0.250936329588015
lt0.1911021233569262
pl0.14163090128755365
az0.12854030501089325
yo0.11797133406835722
is0.08151549942594719
hu0.07727797001153403
fi0.07300115874855156
lv0.07300115874855156
tr0.06868451688009314
reliabletrue
passestrue
2
name"Isabella"
dialogue"Non capisco... Il festival? Sì, ero lì. Ho visto una persona... forse due. Ma nessuno mi crede."
detectedLang"it"
heavyLang"it"
scores
it0.8016502697556331
ca0.6091307066916823
es0.601148691767709
pt0.569262577532736
ro0.5677731673582296
fr0.5417888563049853
tl0.5380635624538064
en0.5356612184249628
no0.5170015455950541
da0.48389760528488857
sk0.4560487380330722
yo0.4551002615518745
sl0.41369606003752346
cs0.4098205854579792
hr0.39729990356798456
nl0.39671814671814676
lt0.3596311475409836
sq0.35699588477366256
ms0.3469174503657262
pl0.3293991416309013
tr0.32867883995703545
sv0.32432432432432434
hu0.32212581344902386
az0.31842966194111233
lv0.3131868131868132
et0.31015452538631344
is0.27494199535962877
de0.2681498829039813
eu0.22166874221668745
fi0.19458762886597938
vi0.11095305832147938
reliabletrue
passestrue
3
name"Hunter"
dialogue"Slow down. I don’t speak Italian. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8020706455542022
tl0.6002460024600246
sq0.5504840940525588
hr0.5454545454545454
cs0.5357142857142857
ro0.4905956112852664
no0.4715447154471545
da0.453781512605042
pl0.45286195286195285
sv0.45286195286195285
yo0.4196428571428571
ms0.4058500914076782
pt0.3981481481481482
sk0.385633270321361
it0.3821292775665399
sl0.36893203883495146
vi0.3486973947895792
ca0.29805615550755943
de0.2934782608695652
fi0.2919389978213508
tr0.28414096916299564
lt0.2793791574279379
az0.27293064876957496
be0.17721518987341772
hu0.1709183673469388
es0.16237113402061853
et0.16237113402061853
fr0.16237113402061853
is0.16237113402061853
lv0.16237113402061853
nl0.16237113402061853
uk0.16237113402061853
reliabletrue
passestrue
4
name"Isabella"
dialogue"Inglese? No, no. Mi dispiace. Solo italiano. Guardi... guardi la foto."
detectedLang"it"
heavyLang"it"
scores
it0.7915508615897721
es0.7413793103448276
pt0.6462264150943396
ca0.641491395793499
fr0.563953488372093
ro0.5562130177514794
sk0.5265151515151516
hr0.4993324432576769
yo0.49664429530201337
en0.4703389830508474
no0.46504992867332384
tl0.455732946298984
sq0.44933920704845814
pl0.4369369369369369
cs0.41770186335403725
sl0.3892508143322475
tr0.3686868686868687
et0.36224489795918363
de0.34210526315789475
lv0.3409490333919156
da0.25595238095238093
nl0.251497005988024
hu0.1847826086956522
vi0.1830065359477124
lt0.14383561643835618
az0.1359447004608295
fi0.1359447004608295
ms0.1359447004608295
sv0.1359447004608295
reliabletrue
passestrue
5
name"Hunter"
dialogue"Your camera? You took photos at the festival?"
detectedLang"en"
heavyLang"en"
scores
en0.790356394129979
tl0.7164461247637052
fr0.6319018404907976
da0.5945945945945946
no0.592391304347826
nl0.5810055865921787
ms0.5756718528995757
ca0.5581737849779087
es0.5468277945619335
it0.5426829268292682
pt0.48364888123924266
sv0.4809688581314879
ro0.4791666666666667
cs0.4690265486725664
de0.4152046783625731
sq0.4094488188976378
lt0.40711462450592883
hr0.40119760479041916
sl0.3839835728952772
lv0.3087557603686636
et0.2890995260663507
az0.2822966507177033
sk0.2822966507177033
yo0.2628992628992629
hi0.20424403183023873
hu0.18256130790190736
fi0.17355371900826447
pl0.17355371900826447
reliabletrue
passestrue
6
name"Isabella"
dialogue"Sì! Sì, le mele, la piazza... e qui. Quest’ombra. Non c’era nessuno un secondo prima."
detectedLang"it"
heavyLang"it"
scores
it0.8184818481848184
fr0.672424061941632
ro0.5886312640239342
es0.583963691376702
yo0.5225694444444445
ca0.519650655021834
pt0.4888475836431227
en0.4387755102040817
tl0.41113490364025695
sl0.3936052921719956
lv0.3626882966396292
sq0.3428912783751493
hr0.3099121706398996
nl0.2791612057667104
hu0.2413793103448276
sk0.22969187675070027
et0.2109038737446198
no0.2109038737446198
lt0.19117647058823528
de0.18998527245949925
tr0.18998527245949925
da0.18154761904761904
ms0.16792738275340394
eu0.13657770800627944
vi0.13249211356466878
pl0.12974683544303797
is0.1085899513776337
az0.10277324632952692
cs0.10277324632952692
fi0.10277324632952692
sv0.10277324632952692
reliabletrue
passestrue
7
name"Hunter"
dialogue"I’m not following. Is this about the missing man from Tuesday?"
detectedLang"en"
heavyLang"en"
scores
en0.8399849397590362
tl0.7132253711201079
nl0.5841487279843445
da0.4487678339818417
sv0.41460055096418735
no0.3902439024390244
is0.36472346786248133
yo0.34815950920245403
de0.30668841761827076
ms0.30668841761827076
hu0.2659758203799654
fr0.2608695652173913
it0.2517605633802817
lv0.2026266416510319
lt0.18111753371868977
fi0.1550695825049702
sq0.1550695825049702
tr0.1550695825049702
ca0.1448692152917505
az0.1326530612244898
et0.1326530612244898
pt0.1326530612244898
reliabletrue
passestrue
8
name"Isabella"
dialogue"Scomparso? Un uomo è scomparso? Oh Dio... Forse ho visto qualcosa. Ma non so spiegarlo in inglese."
detectedLang"it"
heavyLang"it"
scores
it0.7921516461589624
yo0.5120999219359875
es0.4926948051948052
de0.4712351945854484
ca0.46351931330472107
en0.4584055459272097
tl0.4555749128919861
nl0.410377358490566
fr0.40702087286527516
no0.39202334630350194
sl0.38605108055009824
sk0.3724899598393574
ro0.3693239152371342
pt0.36676798378926034
lv0.33581296493092455
ms0.2816091954022989
sv0.24425634824667475
da0.24242424242424243
eu0.24150485436893204
pl0.23406862745098037
et0.2206982543640898
vi0.2206982543640898
is0.21777221526908636
lt0.19665809768637532
cs0.14500683994528044
hr0.14030261348005504
fi0.12342215988779803
az0.11847672778561354
hu0.11598302687411598
sq0.09420289855072464
reliabletrue
passestrue
9
name"Hunter"
dialogue"Try. Point. Show me. Anything."
detectedLang"en"
heavyLang"en"
scores
en0.8052580331061344
tl0.6569468267581475
fr0.5959595959595959
nl0.5661605206073753
sq0.5535714285714286
pt0.4520547945205479
ms0.44751381215469616
da0.43342776203966005
es0.33774834437086093
et0.3220338983050847
pl0.3150684931506849
no0.3127147766323024
sl0.3055555555555556
it0.2857142857142857
fi0.2727272727272727
reliabletrue
passestrue
10
name"Isabella"
dialogue"Ecco. Questa finestra. Quest’uomo. Poi... niente. Solo la giacca."
detectedLang"it"
heavyLang"it"
scores
it0.8149005090236002
es0.6548748921484038
ro0.5407577497129736
pt0.538638985005767
fr0.5209580838323353
ca0.51338199513382
no0.47575360419397117
tl0.37402190923317685
sq0.35691318327974275
da0.3464052287581699
sk0.3442622950819672
nl0.27404718693284935
hr0.26062846580406657
pl0.25788497217068646
is0.250936329588015
sl0.250936329588015
sv0.250936329588015
lv0.24528301886792453
fi0.2047713717693837
en0.19678714859437751
yo0.18699186991869918
vi0.17355371900826447
de0.16317991631799164
eu0.16317991631799164
cs0.13606911447084233
ms0.13232104121475055
reliabletrue
passestrue
11
name"Hunter"
dialogue"A jacket? Where?"
detectedLang"en"
heavyLang"en"
scores
en0.8249299719887955
tl0.6666666666666666
sv0.5993589743589743
hu0.5551601423487544
sq0.5454545454545454
de0.5370370370370371
pt0.5283018867924528
ro0.5265151515151516
ca0.5210727969348659
cs0.5136186770428015
es0.5136186770428015
sk0.5098039215686274
it0.5
yo0.4877049180327869
fr0.4834710743801653
hr0.47257383966244726
pl0.45652173913043476
sl0.4186046511627907
lt0.3961352657004831
tr0.3811881188118812
is0.375
da0.3654822335025381
az0.358974358974359
eu0.358974358974359
lv0.358974358974359
nl0.358974358974359
no0.358974358974359
vi0.358974358974359
et0.33510638297872336
fi0.33510638297872336
ms0.33510638297872336
reliabletrue
passestrue
12
name"Isabella"
dialogue"Dietro la chiesa. Vicino al bosco. Ho paura."
detectedLang"it"
heavyLang"it"
scores
it0.8152359295054007
ca0.6126340882002383
es0.5992601726263872
ro0.46808510638297873
tl0.4444444444444444
fr0.42781690140845074
nl0.38095238095238093
no0.375
cs0.367704280155642
lt0.33264887063655035
da0.32432432432432434
sk0.2545871559633027
eu0.22802850356294538
ms0.22802850356294538
yo0.22062350119904073
lv0.21307506053268765
vi0.20537897310513448
sq0.1935483870967742
en0.19154228855721395
pt0.18546365914786966
reliabletrue
passestrue
13
name"Hunter"
dialogue"I need a translator. And I need you to stay right here."
detectedLang"en"
heavyLang"en"
scores
en0.8303757828810021
tl0.6990740740740741
no0.6162927981109798
yo0.6135552913198573
da0.6121718377088307
cs0.608433734939759
pl0.607487922705314
hr0.6017156862745098
sq0.5822622107969152
sk0.5498614958448753
ro0.5454545454545454
et0.5422535211267606
ca0.5178041543026707
sl0.5045731707317073
lv0.49768160741885625
sv0.4969040247678019
lt0.49297971918876754
it0.482484076433121
pt0.46369636963696376
de0.4583333333333333
fr0.4546979865771812
hu0.40693430656934304
vi0.40476190476190477
tr0.3925233644859813
es0.39138576779026213
nl0.38095238095238093
az0.37137330754352027
ms0.3602362204724409
is0.29805615550755943
eu0.29653679653679654
be0.17721518987341772
fi0.16237113402061853
uk0.16237113402061853
reliabletrue
passestrue
14
name"Isabella"
dialogue"Restare? Sì. Io aspetto. Ma faccia presto, per favore."
detectedLang"it"
heavyLang"it"
scores
it0.8215196328403876
sq0.6141124586549064
ro0.5813397129186603
ca0.5721271393643031
sl0.5662949194547707
es0.542483660130719
sv0.5351925630810093
en0.5238095238095238
pt0.5198902606310014
fr0.5165745856353591
lt0.4942196531791907
sk0.4897959183673469
tl0.48224852071005914
hr0.4791666666666667
yo0.4688922610015175
no0.45482866043613707
nl0.453125
ms0.44356120826709056
et0.4077834179357022
cs0.36594202898550726
de0.36594202898550726
da0.36247723132969034
lv0.2584745762711864
az0.25213675213675213
pl0.23413566739606126
eu0.19724770642201836
hu0.1898148148148148
vi0.1822429906542056
fi0.16666666666666666
tr0.14425427872860636
reliabletrue
passestrue
15
name"Hunter"
dialogue"I’m sorry—I can’t understand you. Wait here. Don’t leave."
detectedLang"en"
heavyLang"en"
scores
en0.8076923076923077
tl0.62756052141527
no0.5249406175771971
da0.5238095238095238
sv0.465954606141522
cs0.4002998500749625
sq0.36908517350157727
it0.34959349593495936
pl0.33774834437086093
de0.3254637436762226
nl0.3079584775086505
ro0.2907801418439716
sk0.28698752228163993
hr0.25788497217068646
ca0.25650557620817843
is0.25512104283054005
pt0.2
yo0.17864476386036962
be0.14893617021276595
tr0.14893617021276595
hu0.14346895074946467
az0.13606911447084233
et0.13606911447084233
lt0.13606911447084233
lv0.13606911447084233
uk0.13606911447084233
vi0.13606911447084233
reliabletrue
passestrue
16
name"Isabella"
dialogue"Non capisco... ma resto. La mia macchina fotografica è la prova."
detectedLang"it"
heavyLang"it"
scores
it0.80426272292301
es0.660633484162896
ca0.6320523303352412
pt0.6299342105263158
ro0.6189669771380186
fr0.5875343721356554
tl0.5710200190657769
en0.5495495495495496
sq0.512987012987013
hr0.5005549389567148
cs0.4886363636363637
lt0.47613504074505236
de0.4655581947743468
yo0.460431654676259
sk0.4498777506112469
sl0.43890274314214467
no0.42455242966751916
pl0.42233632862644416
nl0.4140625
et0.3844049247606019
ms0.3723849372384937
da0.3515850144092219
sv0.3515850144092219
tr0.29467084639498436
lv0.2868462757527734
vi0.2647058823529412
az0.2077464788732394
eu0.16201117318435754
hu0.15413533834586465
reliabletrue
passestrue
17
name"Hunter"
dialogue"Hunter."
detectedLang"en"
heavyLang"de"
scores
en0.7797356828193832
de0.6376811594202898
da0.6212121212121212
no0.609375
fr0.5901639344262295
sv0.5833333333333334
tl0.5726495726495726
it0.5575221238938053
nl0.5575221238938053
pt0.5575221238938053
ca0.5412844036697247
ms0.5412844036697247
ro0.5412844036697247
sl0.5412844036697247
sq0.5412844036697247
tr0.5412844036697247
reliablefalse
passestrue
18
name"Hunter"
dialogue"Yeah... Alborn? When? ... I’m on my way."
detectedLang"en"
heavyLang"en"
scores
en0.7738693467336684
tl0.6153846153846154
pl0.43890274314214467
cs0.41709844559585496
sk0.41709844559585496
et0.4063324538258575
fi0.39999999999999997
fr0.3263473053892215
ca0.3055555555555556
hr0.281150159744409
hi0.27184466019417475
yo0.25
reliabletrue
passestrue
19
name"Hunter"
dialogue"Listen—stay here. I’ll send someone who speaks Italian. Do not go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.7943233237350884
tl0.5446265938069217
sq0.5024875621890548
pt0.41588785046728977
de0.3954050785973398
fi0.39172749391727496
pl0.38875305623471884
cs0.33774834437086093
hr0.3368700265251989
sl0.33244325767690247
no0.32523616734143057
da0.3160054719562244
yo0.3103448275862069
sv0.3093922651933701
ro0.299719887955182
es0.28977272727272724
tr0.28977272727272724
sk0.27641099855282203
nl0.2636229749631811
ms0.23076923076923078
it0.2248062015503876
et0.21752738654147105
fr0.20127795527156547
eu0.18962722852512154
vi0.18166939443535188
lv0.14675767918088736
hu0.13793103448275862
is0.12280701754385964
lt0.11190053285968028
az0.10554561717352416
reliabletrue
passestrue
20
name"Isabella"
dialogue"Va bene... Tornerà?"
detectedLang"it"
heavyLang"it"
scores
it0.7909698996655519
ca0.7591522157996147
es0.5980707395498392
ro0.5229007633587787
fr0.4541484716157206
pt0.4369369369369369
tl0.37810945273631835
reliabletrue
passestrue
21
name"Hunter"
dialogue"I’ll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8333333333333334
tl0.6666666666666666
hu0.5391705069124424
lt0.5283018867924528
yo0.5238095238095238
reliabletrue
passestrue