Run: 2026-09-03-01M1M0J8A035VQGQVD8A6YG64J

Run Details

Model:
Qwen 3.8 27B (Reasoning, XHigh)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
1m 47s
Cost:
$0.019544
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: "Ma'am, Detective Hunter. I see you've got your camera out. I need to ask you about what happened near the apple festival last night." Melanie: "Entschuldigung, ich verstehe nicht. Ich spreche nur Deutsch. Ich bin sehr aufgewühlt, bitte haben Sie Geduld." Hunter: "Okay, ma'am. I don't have all day, but I'm not going to leave a witness unattended. I don't speak German, so I'm going to slow down and use a lot of pointing." Melanie: "Ja. Ich verstehe fast nichts. Aber ich habe etwas gesehen. Am Fluss, hinter den Apfelbäumen. Ein Mann in einem roten Hut. Hat er... hat er eine Frau berührt? Ich war in Panik. Meine Hände zittern immer noch." Hunter: "Red hat, near the river. Ma'am, I'm not a translator, but I'm going to try. Did he take her?" Melanie: "Ich weiß es nicht. Sie war nicht mehr da, als ich zurückkam. Nur die Dunkelheit. Ich habe ein Foto gemacht, aber es ist verwackelt. Ich sehe sein Gesicht nicht. Es ist zu dunkel." Hunter: "Show me the camera. I'm not going to take it, just look." Melanie: "Ja, aber bitte berühren Sie sie nicht. Ich... ich kann es nicht gut erklären. Es war so laut. Dann war alles still. Ich fürchte, es ist eine der Vermissten." Hunter: "One of the missing people. Okay. Do you know if the man had a vehicle?" Melanie: "Ein dunkles Auto. Es stand am Ufer. Ich sah die Scheinwerfer. Die Nummer... vielleicht. Nein, ich habe es nicht gesehen. Ich habe nur den roten Hut gesehen." Hunter: "Red hat, dark car, river. That's useful, ma'am. I'm going to send an officer to stay with you and get the photo. Stay here." Melanie: "Gut. Aber ich will nicht allein. Ich kenne niemanden hier. Meine Familie ist weit weg. Bitte, bleiben Sie kurz." Hunter: "I'll be close. You just breathe." Hunter: "Ma'am, I have to take this call. I'll be right back. I'm not leaving you alone." Melanie: "Ja. Warten Sie. Ich... ich muss auch anrufen. Meine Schwester. Bitte, nicht zu lange." Hunter: "I'll be right there. Keep the camera in front of you."
created_at"2026-09-03T16:10:23.942Z" 9/3/2026, 4:10:23 PM
model"qwen/qwen3.8-27b-20260814"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency582
moderation_latency(null)
generation_time107136
tokens_prompt306
tokens_completion6385
native_tokens_prompt405
native_tokens_completion6468
native_tokens_completion_images(null)
native_tokens_reasoning5920
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)
usage0.0195436
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788451823-Ear6JAnoDrtBl7fuD7YM"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788451823-kvvf8O3Htxc71ujgLt6R"
upstream_id"req_c9432b6e93eb7b1ccd2eaec58cae22ec"
provider_responses
0
endpoint_id"cfc4d0ca-df7c-4b5f-9c74-328c41a7cbc3"
id"req_c9432b6e93eb7b1ccd2eaec58cae22ec"
is_byokfalse
latency581
model_permaslug"qwen/qwen3.8-27b-20260814"
provider_name"Phala"
status200
total_cost0.0195436
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"Ma'am, Detective Hunter. I see you've got your camera out. I need to ask you about what happened near the apple festival last night."
detectedLang"en"
heavyLang"en"
scores
en0.7991519750055791
tl0.618158676283411
fr0.4824611845888442
it0.46745562130177515
no0.460431654676259
da0.4538834951456311
ca0.4321766561514196
ro0.4292961318960051
nl0.41596365996106427
sv0.4106090373280943
es0.40476190476190477
cs0.3890020366598778
et0.38817131203263083
de0.375
hr0.3675333801827126
sq0.35437589670014347
ms0.34114202049780384
pt0.3253373313343328
sl0.3253373313343328
yo0.3103448275862069
pl0.2647058823529412
sk0.26350245499181674
lt0.24559932942162618
lv0.21602787456445993
az0.16743755781683625
hu0.12959381044487428
tr0.12536443148688048
be0.07216494845360825
fi0.06542056074766354
is0.06542056074766354
uk0.06542056074766354
vi0.06542056074766354
reliabletrue
passestrue
1
name"Melanie"
dialogue"Entschuldigung, ich verstehe nicht. Ich spreche nur Deutsch. Ich bin sehr aufgewühlt, bitte haben Sie Geduld."
detectedLang"de"
heavyLang"de"
scores
de0.8171961674230963
nl0.49229691876750703
ms0.2926829268292683
es0.24870466321243526
ca0.2463617463617464
pl0.23844537815126046
it0.22954303931987244
no0.22872340425531915
sk0.210239651416122
tr0.20066152149944874
lt0.18721973094170402
ro0.1844769403824522
da0.1657077100115075
is0.15795586527293842
en0.15402567094515754
et0.13484486873508353
sl0.1317365269461078
cs0.12121212121212122
hr0.09600997506234414
hu0.0903387703889586
fr0.0799492385786802
pt0.0799492385786802
az0.07525510204081631
sq0.07525510204081631
sv0.07525510204081631
reliabletrue
passestrue
2
name"Hunter"
dialogue"Okay, ma'am. I don't have all day, but I'm not going to leave a witness unattended. I don't speak German, so I'm going to slow down and use a lot of pointing."
detectedLang"en"
heavyLang"en"
scores
en0.8020119863013698
tl0.639797507788162
no0.44710101613867304
yo0.4240348692403487
de0.41269841269841273
it0.39935064935064934
da0.39856957087126144
hr0.37330623306233063
ro0.3655692729766804
sv0.35042134831460675
pl0.33116413593637023
cs0.32383040935672514
sk0.32234432234432236
fr0.29496951219512196
nl0.2890084550345888
sl0.2812742812742813
ca0.2790335151987529
sq0.27336999214454044
lt0.26587301587301587
lv0.26294820717131473
et0.25343018563357544
is0.24612876935615322
tr0.24180327868852455
vi0.20051858254105445
ms0.1949521322889469
hu0.19425087108013936
pt0.18286219081272084
az0.1799645390070922
es0.17923691215616683
be0.07035175879396985
eu0.07035175879396985
fi0.06376518218623482
uk0.06376518218623482
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ja. Ich verstehe fast nichts. Aber ich habe etwas gesehen. Am Fluss, hinter den Apfelbäumen. Ein Mann in einem roten Hut. Hat er... hat er eine Frau berührt? Ich war in Panik. Meine Hände zittern immer noch."
detectedLang"de"
heavyLang"de"
scores
de0.8135964912280702
no0.5071511403169695
sv0.4821283509341998
nl0.4724865535788167
en0.39716312056737585
da0.37683284457478006
fi0.3040393013100437
ro0.2780294450736127
is0.2726754135767256
eu0.25219941348973607
pl0.22914147521160824
sl0.22350791717417784
tl0.22350791717417784
it0.21875
et0.20954742715437075
ca0.19150285351934052
fr0.19150285351934052
sq0.17422279792746115
ms0.14829659318637273
tr0.1431451612903226
sk0.14025623735670936
cs0.13206262763784887
yo0.1133518776077886
hu0.11149825783972125
az0.1008462623413258
es0.09957627118644068
pt0.08993576017130622
lv0.08273381294964029
hi0.06387665198237885
lt0.05695266272189349
hr0.05625462620281273
reliabletrue
passestrue
4
name"Hunter"
dialogue"Red hat, near the river. Ma'am, I'm not a translator, but I'm going to try. Did he take her?"
detectedLang"en"
heavyLang"en"
scores
en0.8024733768464445
tl0.6187002652519895
da0.5490196078431372
no0.5118845500848896
yo0.484304932735426
sl0.4570349386213409
ca0.44764649375600385
es0.4401168451801363
fr0.4301288404360753
hr0.4261477045908184
tr0.4226907630522089
de0.413265306122449
nl0.4004171011470281
pl0.3960084033613445
pt0.38568376068376065
sv0.3817204301075269
sk0.3611111111111111
cs0.358974358974359
ro0.34285714285714286
sq0.34059633027522934
it0.32669789227166274
ms0.31220095693779903
lv0.3105515587529976
lt0.3055555555555556
hu0.29792429792429787
et0.2414248021108179
vi0.21555252387448842
fi0.21124828532235942
eu0.19241573033707865
az0.18323863636363635
is0.11538461538461538
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ich weiß es nicht. Sie war nicht mehr da, als ich zurückkam. Nur die Dunkelheit. Ich habe ein Foto gemacht, aber es ist verwackelt. Ich sehe sein Gesicht nicht. Es ist zu dunkel."
detectedLang"de"
heavyLang"de"
scores
de0.8281092012133469
nl0.5372890582471421
no0.3992932862190813
pl0.29343308395677475
ca0.28087986463620984
da0.2691315563198624
es0.24039320822162644
sl0.1904761904761905
sk0.18970448045757865
tr0.18660287081339713
pt0.17874396135265702
lv0.1771539206195547
ms0.17315175097276264
hr0.17234664070107109
it0.16748285994123407
yo0.16090819348469892
cs0.15758176412289396
et0.1370558375634518
ro0.1326530612244898
eu0.1273100616016427
en0.12371134020618556
fr0.11642411642411642
az0.1108786610878661
hi0.1108786610878661
hu0.10714285714285714
lt0.09670563230605739
is0.09381663113006397
sv0.09188034188034187
tl0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
6
name"Hunter"
dialogue"Show me the camera. I'm not going to take it, just look."
detectedLang"en"
heavyLang"en"
scores
en0.8210633946830265
tl0.630801687763713
nl0.47839046199701935
yo0.47761194029850745
sq0.4712990936555891
no0.45736434108527135
sl0.45054945054945056
sv0.4281045751633987
fr0.4117647058823529
it0.40476190476190477
ms0.4006849315068493
lv0.37275985663082434
es0.36479128856624315
et0.360146252285192
da0.34210526315789475
ca0.3383742911153119
pt0.32038834951456313
ro0.3110236220472441
pl0.27835051546391754
sk0.2738589211618257
cs0.2723492723492723
hr0.24892703862660948
lt0.2290748898678414
tr0.1822429906542056
fi0.1764705882352941
de0.17061611374407584
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ja, aber bitte berühren Sie sie nicht. Ich... ich kann es nicht gut erklären. Es war so laut. Dann war alles still. Ich fürchte, es ist eine der Vermissten."
detectedLang"de"
heavyLang"de"
scores
de0.8308794269797056
nl0.5471497069792222
no0.5395449620801733
da0.5208568207440812
sv0.426063470627954
en0.4072524407252441
et0.3813682678311499
ca0.3348982785602504
fi0.3291239147592739
lv0.3134087237479806
it0.3111831442463533
sk0.2697594501718213
pl0.26534140017286084
fr0.2647058823529412
tl0.21658986175115208
sl0.21369102682701202
es0.2107706592386258
is0.20782851817334574
yo0.1912464319695528
tr0.18738049713193117
hu0.17635658914728683
lt0.15674603174603174
sq0.15
pt0.1448692152917505
ms0.12371134020618556
eu0.12099276111685627
az0.11550468262226847
hi0.1108786610878661
cs0.10526315789473685
vi0.10432033719704953
hr0.07306434023991276
reliabletrue
passestrue
8
name"Hunter"
dialogue"One of the missing people. Okay. Do you know if the man had a vehicle?"
detectedLang"en"
heavyLang"en"
scores
en0.82897384305835
tl0.6697746697746698
nl0.6225577264653641
sv0.5219347581552306
no0.5063879210220674
da0.49584816132858833
yo0.495249406175772
ca0.48233861144945184
pt0.45928753180661575
fr0.4551282051282051
cs0.44661458333333337
de0.4429882044560944
pl0.44078947368421056
hr0.42876344086021506
is0.4264507422402159
sq0.38583815028901736
sk0.3813682678311499
ms0.371301775147929
ro0.33800623052959505
sl0.33070866141732286
it0.3089430894308943
vi0.29867986798679863
lv0.2951907131011609
lt0.2928452579034942
hu0.2685025817555938
fi0.24911660777385158
az0.2410714285714286
es0.236983842010772
et0.2314647377938517
tr0.1533864541832669
eu0.1414141414141414
reliabletrue
passestrue
9
name"Melanie"
dialogue"Ein dunkles Auto. Es stand am Ufer. Ich sah die Scheinwerfer. Die Nummer... vielleicht. Nein, ich habe es nicht gesehen. Ich habe nur den roten Hut gesehen."
detectedLang"de"
heavyLang"de"
scores
de0.8009758602978941
nl0.5653393157599551
no0.481951871657754
da0.40108191653786707
fi0.3873517786561265
sv0.386381631037213
en0.3509212730318258
ro0.34764309764309764
sk0.32842287694974004
cs0.30430879712746856
eu0.30054151624548736
ms0.2504835589941973
it0.23038728897715988
is0.2280876494023904
es0.21875
lv0.20349434737923947
pl0.20349434737923947
lt0.16216216216216217
sl0.16125541125541126
ca0.1594360086767896
tl0.1474147414741474
hu0.11630558722919043
yo0.10196987253765932
hi0.10092807424593969
hr0.09568261376896149
et0.0914419695193435
tr0.07957244655581948
az0.07517899761336516
fr0.07074340527577938
sq0.07074340527577938
reliabletrue
passestrue
10
name"Hunter"
dialogue"Red hat, dark car, river. That's useful, ma'am. I'm going to send an officer to stay with you and get the photo. Stay here."
detectedLang"en"
heavyLang"en"
scores
en0.8093610307651854
tl0.563515954244431
fr0.463360473723168
yo0.41390460792239286
da0.3850720949957591
de0.35783879539415414
no0.34210526315789475
sl0.30019305019305015
cs0.29060665362035226
sq0.27716849451645065
sv0.2518059855521156
ms0.24557752341311131
ro0.22376873661670238
hr0.20851528384279477
nl0.186307519640853
ca0.1844769403824522
es0.17986425339366516
tr0.17048054919908467
pl0.1569767441860465
sk0.15402567094515754
lv0.14403778040141677
vi0.13069544364508393
eu0.12545235223160436
lt0.12545235223160436
is0.12121212121212122
it0.11151960784313725
hu0.1082410824108241
pt0.09937888198757763
hi0.09600997506234414
reliabletrue
passestrue
11
name"Melanie"
dialogue"Gut. Aber ich will nicht allein. Ich kenne niemanden hier. Meine Familie ist weit weg. Bitte, bleiben Sie kurz."
detectedLang"de"
heavyLang"de"
scores
de0.8193738292748195
nl0.6437994722955145
no0.5328719723183392
da0.49209932279909707
fr0.4791666666666667
sv0.37788018433179726
et0.3583650190114069
en0.3471953578336557
pl0.3330039525691699
it0.32228915662650603
hu0.303405572755418
is0.28191489361702127
es0.2606790799561884
fi0.24496644295302009
tr0.24157303370786518
tl0.23642533936651583
sk0.22502870264064295
ro0.20306965761511217
sq0.1935483870967742
pt0.17076167076167076
hi0.1357234314980794
cs0.12903225806451613
eu0.09517426273458446
ca0.09029649595687331
reliabletrue
passestrue
12
name"Hunter"
dialogue"I'll be close. You just breathe."
detectedLang"en"
heavyLang"en"
scores
en0.7804610318331504
tl0.6323529411764706
lt0.4845360824742268
zh0.4350282485875706
hu0.36908517350157727
yo0.3548387096774194
et0.33774834437086093
sv0.33774834437086093
de0.3150684931506849
cs0.2805755395683453
ca0.2779783393501805
reliabletrue
passestrue
13
name"Hunter"
dialogue"Ma'am, I have to take this call. I'll be right back. I'm not leaving you alone."
detectedLang"en"
heavyLang"en"
scores
en0.8141263940520446
tl0.6363636363636364
da0.4813278008298755
no0.453551912568306
yo0.44933920704845814
pl0.4033412887828162
cs0.3857493857493857
lt0.3581514762516046
hr0.33774834437086093
sk0.28977272727272724
it0.2877492877492877
sl0.284692417739628
lv0.27007299270072993
hu0.2690058479532163
fr0.23195084485407066
tr0.22839506172839508
ca0.2163009404388715
sv0.2163009404388715
sq0.21135646687697163
nl0.1638795986622074
ro0.15254237288135594
de0.1289198606271777
be0.12280701754385964
az0.11190053285968028
et0.11190053285968028
is0.11190053285968028
uk0.11190053285968028
vi0.11190053285968028
reliabletrue
passestrue
14
name"Melanie"
dialogue"Ja. Warten Sie. Ich... ich muss auch anrufen. Meine Schwester. Bitte, nicht zu lange."
detectedLang"de"
heavyLang"de"
scores
de0.8274161735700197
nl0.5565878378378378
no0.5481927710843374
da0.5111731843575419
et0.4947064485081809
pl0.4760479041916168
sv0.4006849315068493
fr0.375
sk0.3462017434620174
en0.32950191570881227
ca0.3119266055045872
fi0.3110236220472441
ms0.3027888446215139
tl0.279835390946502
eu0.23580786026200873
is0.23580786026200873
sl0.21875
yo0.2081447963800905
it0.2033383915022762
ro0.2033383915022762
sq0.2033383915022762
tr0.20212765957446807
es0.19724770642201836
lv0.1796875
cs0.16
hu0.10714285714285714
lt0.10714285714285714
hr0.10102739726027396
pt0.10102739726027396
reliabletrue
passestrue
15
name"Hunter"
dialogue"I'll be right there. Keep the camera in front of you."
detectedLang"en"
heavyLang"en"
scores
en0.819277108433735
tl0.6397694524495676
de0.6234939759036143
yo0.5674740484429065
nl0.5410036719706242
fr0.5259165613147914
it0.5091623036649214
ro0.49460916442048514
no0.46808510638297873
sv0.41588785046728977
ca0.40476190476190477
ms0.375
sq0.37290969899665555
da0.3686868686868687
es0.30683918669131244
sl0.29111531190926276
cs0.27884615384615385
hu0.2378048780487805
lt0.2299794661190965
is0.19181034482758622
az0.1830065359477124
pl0.1830065359477124
pt0.1515837104072398
reliabletrue
passestrue