Run: 2026-09-03-01M1M2DH06ABY1W7BMM6CFKQXK

Run Details

Model:
Qwen 3.8 27B (Reasoning, XHigh)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
6m 1s
Cost:
$0.025463
Provider:
Phala

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

Model response

AI
Hunter: "Excuse me. Detective Hunter. I need to ask you about the festival last night. Were you near the cider mill?" Melanie: "Ja... ich war dort. Bitte, ich bin so aufgewühlt. Ich weiß nicht, wo ich anfangen soll." Hunter: "Sorry, you're speaking German. I don't know any German. Do you speak English?" Melanie: "Nein. Ich spreche kein Englisch. Ich bitte Sie, holen Sie jemanden, der Deutsch spricht." Hunter: "Hold on. I'm using the translator app. I am asking whether you were at the festival. You answered yes. You said you saw something near the cider mill. Is that right?" Melanie: "Ja, das habe ich gesagt. Ich stand bei der alten Mühle. Da war ein Mann. Er trug eine graue Jacke. Er ging zur Scheune, und dann... war er weg." Hunter: "The translator says you saw a man in a gray coat go toward the barn and disappear. Can you show me your camera?" Melanie: "Ja, hier. Ich habe Fotos gemacht. Ich wollte nur das Licht fotografieren. Auf dem zweiten Bild ist er noch da. Auf dem dritten... nur die offene Tür." Hunter: "Look at the camera. Point to the pictures you mean." Melanie: "Ja. Dort. Sie sehen es. Ich war nicht bei Sinnen. Das war gestern Abend, nicht ein Traum." Hunter: "I need to see those images. Stay here and don't touch the camera." Melanie: "Ja. Aber bitte, Sie müssen etwas tun. Ich habe Angst." Hunter: "I have to take a call. Stay exactly where you are. I'll be right back." Melanie: "Ja, natürlich. Aber... bitte kommen Sie zurück." Hunter: "I will."
created_at"2026-09-03T16:42:46.162Z" 9/3/2026, 4:42:46 PM
model"qwen/qwen3.8-27b-20260814"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency429
moderation_latency(null)
generation_time360583
tokens_prompt306
tokens_completion8900
native_tokens_prompt405
native_tokens_completion8441
native_tokens_completion_images(null)
native_tokens_reasoning8042
native_tokens_cached64
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)
usage0.0254626
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788453766-6KIPyYG26jdTGgqiHyY3"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788453766-2eH7QTGa33oZWqPd8qHB"
upstream_id"req_2a28de92cbb627444aaf694fda4534b0"
provider_responses
0
endpoint_id"cfc4d0ca-df7c-4b5f-9c74-328c41a7cbc3"
id"req_2a28de92cbb627444aaf694fda4534b0"
is_byokfalse
latency428
model_permaslug"qwen/qwen3.8-27b-20260814"
provider_name"Phala"
status200
total_cost0.0254626
cache_discount0.0000224
upstream_inference_cost0
provider_name"Phala"
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"Hunter"
dialogue"Excuse me. Detective Hunter. I need to ask you about the festival last night. Were you near the cider mill?"
detectedLang"en"
heavyLang"en"
scores
en0.7937041564792177
tl0.6353322528363047
no0.5823019801980198
da0.5514950166112956
fr0.5309242529534399
nl0.4913338357196684
sq0.4874715261958998
it0.48236196319018404
ro0.4655581947743468
ca0.46343402225755165
cs0.45913461538461536
sv0.44807849550286183
hr0.43656093489148584
pt0.4360902255639098
sl0.4360902255639098
et0.4235695986336465
es0.40685413005272403
yo0.375
ms0.37209302325581395
de0.37092264678471576
pl0.32432432432432434
sk0.3229689067201605
lt0.30268595041322316
az0.2702702702702703
lv0.2686890574214518
tr0.22680412371134018
fi0.16974169741697415
hu0.16563658838071693
be0.09395973154362416
is0.08536585365853659
uk0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
1
name"Melanie"
dialogue"Ja... ich war dort. Bitte, ich bin so aufgewühlt. Ich weiß nicht, wo ich anfangen soll."
detectedLang"de"
heavyLang"de"
scores
de0.8343325970337646
nl0.4659206510681587
no0.4299674267100977
sv0.4299674267100977
da0.4140625
yo0.4134078212290503
sk0.37425506555423127
en0.3689903846153846
et0.3371212121212121
sl0.3055555555555556
pl0.27083333333333337
fi0.22566371681415928
lv0.1796875
ca0.1719242902208202
cs0.16
vi0.15865384615384615
ms0.1435562805872757
tl0.1435562805872757
tr0.1435562805872757
it0.125
sq0.125
fr0.12353923205342236
reliabletrue
passestrue
2
name"Hunter"
dialogue"Sorry, you're speaking German. I don't know any German. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8050882232252771
tl0.6031746031746031
ca0.42771084337349397
sv0.42493946731234866
hr0.41066997518610426
pt0.4077306733167082
ro0.40476190476190477
sq0.4032663316582915
cs0.3994943109987357
no0.39720812182741116
it0.3863049095607235
pl0.36155913978494625
ms0.3252840909090909
de0.3233618233618234
da0.30758017492711365
sk0.3004418262150221
nl0.27480916030534347
vi0.26810477657935283
yo0.2578125
lt0.24000000000000002
tr0.22764227642276424
is0.22003284072249588
az0.21875
sl0.20168067226890754
fr0.13003663003663005
be0.12844036697247707
es0.12844036697247707
hu0.12361623616236161
et0.1171003717472119
lv0.1171003717472119
uk0.1171003717472119
reliabletrue
passestrue
3
name"Melanie"
dialogue"Nein. Ich spreche kein Englisch. Ich bitte Sie, holen Sie jemanden, der Deutsch spricht."
detectedLang"de"
heavyLang"de"
scores
de0.8135653409090909
nl0.6638924455825864
da0.5904836193447738
no0.5664739884393063
sv0.453125
en0.362089914945322
sk0.33375634517766495
ro0.3269230769230769
ca0.32605905006418484
pl0.3018617021276596
hr0.29435483870967744
et0.26880222841225626
ms0.2335766423357664
it0.21524663677130043
tr0.1873065015479876
sl0.1732283464566929
hu0.16534181240063595
lt0.14634146341463414
yo0.1435562805872757
es0.13223140495867766
fr0.13223140495867766
sq0.13223140495867766
lv0.12935323383084577
fi0.12353923205342236
is0.11616161616161616
reliabletrue
passestrue
4
name"Hunter"
dialogue"Hold on. I'm using the translator app. I am asking whether you were at the festival. You answered yes. You said you saw something near the cider mill. Is that right?"
detectedLang"en"
heavyLang"en"
scores
en0.8037044493658144
tl0.6206225680933852
da0.5352716873212583
no0.513715710723192
nl0.46013289036544847
de0.4447608200455581
fr0.4065733414485697
ms0.40548780487804875
cs0.3825205826472451
sv0.38173747622067217
et0.3693402328589909
ro0.36852331606217614
hr0.36149312377210213
ca0.34695244474212994
pt0.334924965893588
sq0.3340163934426229
yo0.3219749652294854
pl0.296028880866426
it0.2783123612139156
es0.25742574257425743
sk0.25172678434382195
az0.24065420560747666
sl0.23946957878315134
is0.23529411764705882
hu0.22802850356294538
lt0.20796100731112918
fi0.1792929292929293
tr0.17162276975361088
lv0.16523972602739725
hi0.14921465968586387
vi0.13410301953818826
be0.06698564593301436
eu0.06429942418426103
uk0.06069364161849711
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ja, das habe ich gesagt. Ich stand bei der alten Mühle. Da war ein Mann. Er trug eine graue Jacke. Er ging zur Scheune, und dann... war er weg."
detectedLang"de"
heavyLang"de"
scores
de0.803488086465242
no0.5749202975557917
nl0.497171590194846
da0.47643979057591623
is0.40828402366863903
en0.39622641509433965
tl0.32489451476793246
pt0.3097497842968076
pl0.2988606485539001
sk0.2976294995610184
ro0.29701230228471004
sl0.2963940193491645
it0.2863514719000892
tr0.2825112107623318
az0.25788497217068646
sv0.2558139534883721
fr0.24242424242424243
lv0.21568627450980393
lt0.20318725099601595
hr0.2
ca0.17695473251028807
et0.16142557651991615
fi0.16054564533053514
yo0.15789473684210525
sq0.14346895074946467
eu0.1341991341991342
es0.13232104121475055
ms0.12854030501089325
cs0.08571428571428572
vi0.07300115874855156
reliabletrue
passestrue
6
name"Hunter"
dialogue"The translator says you saw a man in a gray coat go toward the barn and disappear. Can you show me your camera?"
detectedLang"en"
heavyLang"en"
scores
en0.7846255798542081
tl0.6285714285714286
nl0.595771144278607
ms0.5416078984485191
sv0.5109104589917232
it0.5038167938931297
no0.49729311678267596
ro0.48
yo0.46546052631578944
pl0.45652173913043476
de0.4519392917369309
fr0.44396920444824634
da0.4298245614035088
sl0.41016333938294003
pt0.40693430656934304
sq0.406392694063927
es0.38679245283018865
ca0.375
az0.30851063829787234
et0.2995689655172413
cs0.2927094668117519
lv0.2737430167597766
lt0.27211646136618145
hr0.26636568848758463
tr0.2502883506343714
sk0.22894424673784108
vi0.19554455445544552
hu0.1935483870967742
is0.18952618453865336
fi0.1751269035532995
eu0.17407878017789072
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ja, hier. Ich habe Fotos gemacht. Ich wollte nur das Licht fotografieren. Auf dem zweiten Bild ist er noch da. Auf dem dritten... nur die offene Tür."
detectedLang"de"
heavyLang"de"
scores
de0.8253656406898057
nl0.6414164051994621
da0.5221027479091995
no0.5203836930455635
sv0.45909398242055444
tr0.4301994301994302
ca0.4108983799705449
pt0.38176197836166925
es0.34210526315789475
sq0.33884297520661155
pl0.3220338983050847
fi0.31093884582256676
eu0.3079584775086505
ro0.3025283347863993
sl0.2982456140350877
sk0.29701230228471004
it0.2831541218637993
en0.27992799279927993
lv0.2779783393501805
fr0.27206551410373064
et0.25650557620817843
hr0.24170616113744076
yo0.22928709055876687
ms0.22854387656702024
lt0.2047713717693837
is0.17269906928645296
az0.17098445595854922
tl0.1443850267379679
cs0.14346895074946467
hi0.11699779249448124
vi0.07300115874855156
reliabletrue
passestrue
8
name"Hunter"
dialogue"Look at the camera. Point to the pictures you mean."
detectedLang"en"
heavyLang"en"
scores
en0.8122472559214327
tl0.7236394557823129
da0.6416758544652701
fr0.6285714285714286
no0.5695364238410596
ro0.4881889763779528
ca0.45561139028475717
yo0.42882249560632685
nl0.41651705565529623
sv0.41651705565529623
pl0.411231884057971
cs0.39138576779026213
lv0.38679245283018865
it0.3271221532091097
ms0.3157894736842105
de0.30703624733475476
sk0.28884026258205686
sl0.2713004484304933
hr0.2630385487528345
lt0.24242424242424243
es0.23349056603773585
et0.2316784869976359
sq0.1935483870967742
reliabletrue
passestrue
9
name"Melanie"
dialogue"Ja. Dort. Sie sehen es. Ich war nicht bei Sinnen. Das war gestern Abend, nicht ein Traum."
detectedLang"de"
heavyLang"de"
scores
de0.8426258992805755
fi0.44678609062170704
nl0.41666666666666663
is0.40340909090909094
ca0.3944636678200692
lt0.38089622641509435
lv0.38016528925619836
pl0.3689903846153846
sv0.34701492537313433
no0.33035714285714285
pt0.3286445012787723
et0.31994818652849744
es0.3018617021276596
en0.2886178861788618
sk0.2837653478854025
eu0.1796875
hu0.16267942583732056
cs0.16
it0.14075286415711946
da0.13223140495867766
fr0.13223140495867766
sl0.13223140495867766
tl0.12790697674418602
sq0.125
yo0.125
ro0.1191275167785235
reliabletrue
passestrue
10
name"Hunter"
dialogue"I need to see those images. Stay here and don't touch the camera."
detectedLang"en"
heavyLang"en"
scores
en0.823321554770318
fr0.5583905789990186
tl0.5370370370370371
yo0.4886363636363637
ro0.47856315179606024
sq0.4779582366589328
da0.4730679156908665
ca0.4617224880382775
et0.45255474452554745
no0.4367959949937422
sv0.39839572192513373
it0.3775933609958506
pl0.3670886075949367
hr0.3617021276595745
cs0.3440233236151603
nl0.34210526315789475
de0.3263473053892215
sk0.3119266055045872
lv0.2913385826771654
es0.2868462757527734
lt0.2706645056726094
ms0.25
sl0.2119089316987741
pt0.16356877323420074
be0.1346153846153846
tr0.1346153846153846
hu0.12959381044487428
az0.12280701754385964
is0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
11
name"Melanie"
dialogue"Ja. Aber bitte, Sie müssen etwas tun. Ich habe Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8324557204404021
nl0.5238095238095238
da0.4897959183673469
pl0.4672754946727549
et0.43273905996758516
no0.42716857610474634
sk0.37275985663082434
yo0.34944237918215615
sv0.3333333333333333
fi0.30417495029821073
az0.2584745762711864
lv0.24731182795698922
ca0.2374727668845316
tr0.21171171171171171
ms0.2009132420091324
sl0.18604651162790697
it0.1764705882352941
sq0.1764705882352941
reliabletrue
passestrue
12
name"Hunter"
dialogue"I have to take a call. Stay exactly where you are. I'll be right back."
detectedLang"en"
heavyLang"en"
scores
en0.8317757009345794
tl0.6059544658493871
da0.5436105476673428
yo0.5394063459570113
ro0.5027624309392266
cs0.49776785714285715
no0.4693396226415094
hr0.4492044063647491
pl0.4485294117647059
lt0.44512946979038226
hu0.43037974683544306
sk0.4260204081632653
sl0.3910690121786198
sq0.3869209809264305
ca0.3784530386740331
lv0.3617021276595745
it0.34782608695652173
de0.3273542600896861
es0.3181818181818182
sv0.3087557603686636
fr0.29797191887675506
tr0.24623115577889448
pt0.23728813559322032
is0.23469387755102045
az0.22813036020583194
vi0.22813036020583194
et0.21875
be0.1346153846153846
eu0.1346153846153846
nl0.1346153846153846
fi0.12280701754385964
ms0.12280701754385964
uk0.12280701754385964
reliabletrue
passestrue
13
name"Melanie"
dialogue"Ja, natürlich. Aber... bitte kommen Sie zurück."
detectedLang"de"
heavyLang"de"
scores
de0.8396579369321219
da0.5738636363636364
et0.5575221238938053
no0.5090016366612111
sv0.49664429530201337
fi0.4633273703041145
pl0.3902439024390244
nl0.3697478991596639
sq0.33774834437086093
lv0.27710843373493976
ca0.2665036674816626
tr0.25
sk0.21875
hu0.21671018276762402
sl0.21052631578947367
cs0.20634920634920634
it0.2
yo0.2
reliabletrue
passestrue
14
name"Hunter"
dialogue"I will."
detectedLang"en"
heavyLang"en"
scores
en0.8263888888888888
tl0.7536945812807881
no0.7435897435897436
da0.7354497354497355
hr0.7354497354497355
ca0.7340425531914894
sv0.7340425531914894
sq0.7282608695652174
pl0.7159090909090909
it0.696969696969697
de0.6794871794871795
cs0.6774193548387096
ro0.6428571428571429
yo0.635036496350365
sk0.5901639344262295
be0.5833333333333334
tr0.5833333333333334
hu0.5726495726495726
az0.5575221238938053
et0.5575221238938053
is0.5575221238938053
lt0.5575221238938053
lv0.5575221238938053
uk0.5575221238938053
vi0.5575221238938053
reliablefalse
passestrue