Run: 2026-09-02-01M1HJ9HTTD8RBC90DMXYSEQH2

Run Details

Model:
Qwen 3.8 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
2m 34s
Cost:
$0.003735
Provider:
Alibaba

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
Hunter: "Excuse me. Sorry to interrupt. Detective Hunter, Alborn Police. You were photographing the apple festival last night. I need to ask you about the cider house blackout. Did you see anyone near the missing woman's apple crate?" Isabella: "Non... non capisco. La sua voce è gentile, ma io non parlo inglese. Io ho paura." Hunter: "I'm sorry. You don't speak English. Can you nod? Did you see someone in a green coat by the cider house?" Isabella: "Io non so cosa dica. Io ho solo visto una borsa di tela e una mano che spingeva, e poi la foto è questa. Mi tremano le mani." Hunter: "That's okay. Show me the camera. Is that your photo? Do you know what happened after you took it?" Isabella: "Io ho scattato e sono corsa. La borsa... non era vuota. La mia macchina fotografica ha registrato il suono, ma io non so cosa dire." Hunter: "I don't understand whatever you're saying, but you're pointing at the button. Do you want me to listen to the camera?" Isabella: "Sì. Ascolti. Vede? C'è una voce, e dietro, un pianto. Non è un furto. È una persona." Hunter: "I can't understand the language. But the crying is real. Stay here for a second, I—" Hunter: "Sorry, I have to take this. This is Hunter. ... What do you mean the orchard shed was unlocked? No, don't open it until I return." Hunter: "I have to go. Please stay at the café. Don't leave. Can you understand that?" Isabella: "Non parlo la sua lingua, ma il tono mi dice di restare. Io resto. Torni, per favore." Hunter: "I will. Don't show the camera to anyone else. I'll come back with an interpreter." Isabella: "Non me la faccia perdere. Io non sono sola, e qualcuno mi guarda." Hunter: "I know. Stay visible. I'm on my way."
created_at"2026-09-02T17:22:36.43Z" 9/2/2026, 5:22:36 PM
model"qwen/qwen3.8-flash-20260826"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency745
moderation_latency(null)
generation_time147864
tokens_prompt308
tokens_completion8047
native_tokens_prompt338
native_tokens_completion7911
native_tokens_completion_images(null)
native_tokens_reasoning7445
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"
service_tier(null)
usage0.003734566
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788369756-yH1m3evGHudtrUjkvwhr"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788369756-Xiiq4DTyo4fNKGs2JbnA"
upstream_id"chatcmpl-35489f93-29a1-9be9-8bdd-8a2e05a95e34"
provider_responses
0
endpoint_id"84b1e4a7-5aed-4464-818f-1994f0b4ee18"
id"chatcmpl-35489f93-29a1-9be9-8bdd-8a2e05a95e34"
is_byokfalse
latency743
model_permaslug"qwen/qwen3.8-flash-20260826"
provider_name"Alibaba"
status200
total_cost0.003734566
cache_discount0.000034304
upstream_inference_cost0
provider_name"Alibaba"
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. Sorry to interrupt. Detective Hunter, Alborn Police. You were photographing the apple festival last night. I need to ask you about the cider house blackout. Did you see anyone near the missing woman's apple crate?"
detectedLang"en"
heavyLang"en"
scores
en0.7737556561085973
tl0.6293354514164681
fr0.5528585116576173
it0.4666666666666667
da0.46544482626956857
no0.4600848438102583
nl0.4331983805668016
ro0.4065281899109792
de0.40094137783483097
et0.388646288209607
sv0.387308533916849
sq0.38515590689503737
pt0.37888198757763975
hr0.37639198218262804
sl0.3761140819964349
cs0.37275985663082434
ca0.36936936936936937
es0.3598536808413352
ms0.3448759943846514
sk0.308641975308642
pl0.2608236536430834
az0.24609585352719443
lt0.24609585352719443
lv0.23203510696653867
yo0.22437673130193908
tr0.19632606199770378
fi0.1764705882352941
hu0.16617033948779034
is0.13312693498452013
eu0.1116751269035533
vi0.08256880733944955
hi0.052132701421800945
be0.047619047619047616
uk0.0430622009569378
reliabletrue
passestrue
1
name"Isabella"
dialogue"Non... non capisco. La sua voce è gentile, ma io non parlo inglese. Io ho paura."
detectedLang"it"
heavyLang"it"
scores
it0.815422477440525
es0.6103896103896105
fr0.5664739884393063
ro0.5626822157434402
pt0.5445344129554657
ca0.5417515274949084
yo0.5283018867924528
et0.4201030927835051
tl0.4155844155844156
en0.4109947643979057
sk0.36886395511921455
no0.36079545454545453
sq0.3098159509202454
pl0.27884615384615385
cs0.2730210016155089
vi0.2647058823529412
hu0.24874791318864775
da0.23208191126279862
lt0.2214532871972318
ms0.2214532871972318
eu0.16201117318435754
az0.1346153846153846
de0.12280701754385964
hr0.12280701754385964
nl0.12280701754385964
sl0.12280701754385964
lv0.11591355599214145
sv0.11591355599214145
tr0.11591355599214145
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm sorry. You don't speak English. Can you nod? Did you see someone in a green coat by the cider house?"
detectedLang"en"
heavyLang"en"
scores
en0.8010610079575596
tl0.5928829915560917
nl0.4534412955465587
ro0.38468550592525064
no0.3744207599629287
sv0.3703358208955224
da0.36619718309859156
it0.3553008595988539
de0.3528283796740172
fr0.34782608695652173
cs0.3356299212598425
pt0.3202416918429003
yo0.31749241658240646
pl0.31262729124236255
az0.30769230769230765
ms0.29906542056074764
es0.296875
sk0.2826780021253985
sl0.26550598476605003
et0.2566079295154185
tr0.24832962138084633
ca0.2398648648648649
hr0.21420256111757857
hu0.18772563176895307
sq0.1818181818181818
fi0.17883211678832117
lt0.1083223249669749
is0.09999999999999999
eu0.09395973154362416
lv0.09395973154362416
vi0.09395973154362416
reliabletrue
passestrue
3
name"Isabella"
dialogue"Io non so cosa dica. Io ho solo visto una borsa di tela e una mano che spingeva, e poi la foto è questa. Mi tremano le mani."
detectedLang"it"
heavyLang"it"
scores
it0.7990145228215768
es0.6265060240963856
ca0.5473130841121495
yo0.5116572148708255
fr0.5025673940949936
sl0.4974059662775616
ro0.4713506139154161
tl0.4713506139154161
pt0.450354609929078
no0.4242199108469539
sk0.4020061728395061
lv0.334192439862543
en0.32550043516100957
lt0.31778169014084506
tr0.2999096657633243
ms0.29545454545454547
vi0.26540284360189575
hr0.26400759734093066
hu0.251207729468599
de0.2475728155339806
fi0.24684159378036927
cs0.24168297455968688
sq0.22731804586241278
et0.22654690618762477
pl0.22344689378757512
is0.21638018200202225
da0.20918367346938777
nl0.2083758937691522
sv0.1474147414741474
eu0.10092807424593969
az0.07517899761336516
reliabletrue
passestrue
4
name"Hunter"
dialogue"That's okay. Show me the camera. Is that your photo? Do you know what happened after you took it?"
detectedLang"en"
heavyLang"en"
scores
en0.8192226574269358
tl0.6175908221797323
sq0.4685562444641275
nl0.4444444444444444
fr0.42028985507246375
yo0.38837920489296635
no0.37888198757763975
pt0.3485342019543974
ms0.34210526315789475
da0.33847850055126794
cs0.3325917686318131
sv0.3281075027995521
it0.2840095465393795
sl0.25742574257425743
es0.250936329588015
ro0.20844327176781002
hu0.20424403183023873
pl0.19246298788694483
sk0.18032786885245902
hr0.16666666666666666
vi0.15611814345991562
ca0.1452991452991453
et0.1366906474820144
is0.13294797687861273
lv0.12536443148688048
hi0.1137370753323486
fi0.1111111111111111
de0.10714285714285714
reliabletrue
passestrue
5
name"Isabella"
dialogue"Io ho scattato e sono corsa. La borsa... non era vuota. La mia macchina fotografica ha registrato il suono, ma io non so cosa dire."
detectedLang"it"
heavyLang"it"
scores
it0.810479375696767
ca0.5625321667524447
es0.5579823192927716
ro0.5248742314141979
pt0.49852507374631266
fr0.49101796407185627
no0.45686900958466453
en0.4558258642765685
lt0.45054945054945056
tl0.4170096021947874
de0.4150034411562285
sk0.3984430290162774
sq0.39759036144578314
pl0.3871665465032444
sl0.36802973977695164
tr0.35752078609221466
nl0.35213414634146345
et0.3343774471417384
sv0.3338557993730407
yo0.32539682539682535
cs0.30725346373268136
hu0.288107202680067
hr0.2857142857142857
fi0.2691315563198624
da0.26534140017286084
az0.26343154246100525
ms0.247787610619469
lv0.23766816143497754
vi0.2349234923492349
eu0.17073170731707318
is0.07306434023991276
reliabletrue
passestrue
6
name"Hunter"
dialogue"I don't understand whatever you're saying, but you're pointing at the button. Do you want me to listen to the camera?"
detectedLang"en"
heavyLang"en"
scores
en0.805800103573278
tl0.6453900709219859
no0.6233048719236564
da0.602543720190779
nl0.5335820895522388
sv0.5288944723618091
pl0.4608195542774982
it0.4577006507592191
de0.44812362030905084
cs0.44196428571428575
fr0.4335347432024169
sq0.4186046511627907
ro0.4131455399061033
hr0.40805051302288875
sk0.39222042139384117
pt0.37290969899665555
yo0.3528904227782571
sl0.3409490333919156
ms0.3023255813953488
is0.2732558139534884
lv0.2654260528893242
es0.26035502958579887
fi0.2596248766041461
lt0.25224327018943166
ca0.24242424242424243
tr0.2401215805471125
vi0.1883116883116883
et0.17400881057268722
hu0.1638795986622074
eu0.13494809688581316
be0.08536585365853659
az0.07749077490774908
uk0.07749077490774908
reliabletrue
passestrue
7
name"Isabella"
dialogue"Sì. Ascolti. Vede? C'è una voce, e dietro, un pianto. Non è un furto. È una persona."
detectedLang"it"
heavyLang"it"
scores
it0.8094665062174088
es0.6061359867330016
ro0.5471877979027645
pt0.5467557251908397
ca0.5437079731027858
yo0.5254745254745254
lv0.4897959183673469
fr0.4674887892376681
tl0.4483159117305459
en0.4164619164619165
lt0.40624999999999994
sq0.3886743886743887
is0.326241134751773
cs0.31654676258992803
da0.31059506531204645
eu0.2725880551301685
sv0.24000000000000002
de0.23387096774193547
no0.22889610389610393
pl0.22889610389610393
hu0.22764227642276424
nl0.22512234910277326
tr0.2238562091503268
az0.20435510887772196
et0.20435510887772196
hr0.20435510887772196
ms0.15630550621669628
sl0.12361623616236161
fi0.1171003717472119
sk0.11048689138576778
reliabletrue
passestrue
8
name"Hunter"
dialogue"I can't understand the language. But the crying is real. Stay here for a second, I—"
detectedLang"en"
heavyLang"en"
scores
en0.816817864619679
no0.6389270976616231
da0.6142542248346804
tl0.6128318584070797
nl0.5543293718166383
ro0.5481927710843374
fr0.49856733524355296
yo0.48579823702252695
sv0.4827586206896552
is0.42497261774370204
sq0.42244224422442245
hu0.4179600886917961
ca0.4081172491544532
it0.40340909090909094
de0.3979357798165138
cs0.3794326241134752
pl0.37050359712230213
pt0.362089914945322
sk0.3566176470588235
hr0.3234536082474227
ms0.3027888446215139
es0.2895805142083897
lt0.2837653478854025
az0.28082191780821925
et0.279835390946502
sl0.23580786026200873
eu0.21991084695393756
tr0.21875
lv0.20212765957446807
vi0.20212765957446807
be0.11764705882352942
fi0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
9
name"Hunter"
dialogue"Sorry, I have to take this. This is Hunter. ... What do you mean the orchard shed was unlocked? No, don't open it until I return."
detectedLang"en"
heavyLang"en"
scores
en0.804933299773471
tl0.5672808486878839
no0.5165315034310668
yo0.4717109747784594
nl0.4388124547429399
da0.41509433962264153
pt0.4074923547400612
sk0.39310884886452624
pl0.38197767145135564
hr0.38049560351718625
sq0.3795036028823059
sv0.3755036261079775
cs0.3657937806873977
ca0.3448858833474218
lv0.34154630416312654
sl0.32784041630529054
it0.3159752868490733
de0.2667928098391675
ro0.22654690618762477
fr0.225
hu0.22188755020080322
tr0.21875
es0.21558704453441296
vi0.1833508956796628
lt0.17728237791932058
is0.16666666666666666
ms0.15021929824561403
be0.08284023668639054
az0.07517899761336516
et0.07517899761336516
uk0.07517899761336516
reliabletrue
passestrue
10
name"Hunter"
dialogue"I have to go. Please stay at the café. Don't leave. Can you understand that?"
detectedLang"en"
heavyLang"en"
scores
en0.8204514363885089
da0.6426140231449966
tl0.6214852198990627
no0.6037735849056604
nl0.46808510638297873
pl0.45987654320987653
sv0.4485294117647059
yo0.4372990353697749
cs0.4312026002166848
sk0.3581907090464548
ro0.3346007604562738
hr0.3269230769230769
ca0.2905405405405405
sq0.28765264586160105
pt0.27586206896551724
de0.26880222841225626
lv0.2605633802816902
lt0.24132947976878616
tr0.21875
az0.21052631578947367
is0.20694864048338368
sl0.1873065015479876
it0.1796875
fr0.12935323383084577
ms0.12935323383084577
be0.11764705882352942
hu0.11317567567567569
et0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
11
name"Isabella"
dialogue"Non parlo la sua lingua, ma il tono mi dice di restare. Io resto. Torni, per favore."
detectedLang"it"
heavyLang"it"
scores
it0.8164831498164831
ro0.6214728148657949
es0.6191135734072023
ca0.6167247386759582
fr0.6082621082621082
pt0.5420482930890924
sl0.5287060839760068
tl0.5242214532871973
sq0.5004541326067212
hr0.4602551521099117
ms0.4364754098360656
sk0.4258872651356994
lt0.4240837696335079
yo0.4148936170212766
sv0.40987124463519314
en0.4092373791621912
no0.39226519337016574
cs0.3436754176610978
nl0.3357487922705314
tr0.3325242718446602
vi0.32014833127317677
pl0.314214463840399
az0.30730478589420657
hu0.298469387755102
et0.28756476683937826
de0.26861702127659576
da0.25775978407557354
lv0.17664670658682635
eu0.13657770800627944
reliabletrue
passestrue
12
name"Hunter"
dialogue"I will. Don't show the camera to anyone else. I'll come back with an interpreter."
detectedLang"en"
heavyLang"en"
scores
en0.7979992304732589
tl0.6300211416490487
de0.5454545454545454
it0.5341614906832298
no0.49952335557673977
ro0.4947064485081809
ca0.4827586206896552
da0.48122529644268774
sv0.4723618090452261
fr0.4648318042813456
ms0.4593202883625128
sq0.4479495268138801
yo0.4473684210526315
nl0.43548387096774194
es0.4348762109795479
tr0.39999999999999997
sk0.39724454649827784
pl0.3951612903225807
hr0.39165701042873696
cs0.373508353221957
pt0.36823104693140796
lv0.34045226130653267
sl0.33290978398983484
lt0.31729518855656696
vi0.30921052631578944
hu0.2981283422459893
et0.2698191933240611
eu0.26160337552742613
az0.1984732824427481
be0.11764705882352942
is0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
13
name"Isabella"
dialogue"Non me la faccia perdere. Io non sono sola, e qualcuno mi guarda."
detectedLang"it"
heavyLang"it"
scores
it0.825962325962326
fr0.6157323688969258
es0.5909528392685274
ca0.5829244357212954
pt0.5783730158730159
sq0.5131729667812142
ro0.5063879210220674
en0.5005875440658049
tr0.442257217847769
no0.44152431011826543
tl0.41054091539528437
yo0.4089012517385257
nl0.38316400580551524
de0.37683284457478006
sl0.3675595238095238
hr0.3359375
ms0.3044189852700491
az0.2892976588628763
da0.28451178451178455
hu0.27597955706984667
pl0.2735042735042735
et0.27101200686106347
lt0.2595818815331011
fi0.24511545293072823
eu0.169921875
vi0.1650294695481336
cs0.16173570019723865
sk0.16173570019723865
is0.1361788617886179
lv0.1290983606557377
sv0.1290983606557377
reliabletrue
passestrue
14
name"Hunter"
dialogue"I know. Stay visible. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8202875399361023
ca0.6559633027522936
tl0.5802238805970149
pl0.5730550284629982
fr0.5706106870229007
hr0.5664739884393063
et0.5579567779960707
cs0.5417515274949084
sk0.5087336244541485
da0.4779582366589328
it0.46428571428571425
es0.45520581113801456
yo0.4186046511627907
fi0.39999999999999997
lt0.3951612903225807
lv0.3951612903225807
no0.39189189189189183
sv0.38016528925619836
sq0.3732590529247911
ro0.2857142857142857
hi0.27184466019417475
pt0.27184466019417475
be0.23728813559322032
tr0.23728813559322032
hu0.22945205479452058
nl0.22945205479452058
az0.21875
is0.21875
uk0.21875
vi0.21875
reliabletrue
passestrue