Run: 2026-04-27-01KQ77WKZ9M7NNQKTBXX7ZGW3B

Run Details

Model:
Qwen 3.6 Flash
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
23.7s
Cost:
$0.006692
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="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: "Je viens de la voir… près du vieux pont. Elle est partie seule hier soir, j'ai pris des photos, mais… je les ai perdues." Hunter: "Hold on. Can you back up? Slowly. You saw her near the old bridge?" Marie: "Oui, le pont. Mais il n'y avait personne. Juste la brume et cette odeur… comme du métal rouillé. Je n'ai pas osé rester." Hunter: "Metal. Right. Listen, I'm Detective Hunter, Alborn PD. I need you to tell me exactly where and when. The apple festival's opening weekend, folks are spooked." Marie: "Je ne parle pas anglais. S'il vous plaît, je vous montre." Hunter: "I don't speak French, either. But I can read pictures. Is that… the north ridge trail?" Marie: "Oui. Le sentier nord. Regardez le ciel. Il y a des ombres. Pas des nuages. Quelque chose… n'est pas normal." Hunter: "Not normal. Got it. You're saying the lighting's off? Or someone's hiding in the frame?" Marie: "Non, il n'y a personne. Mais… le sentier est vide. Trop vide. Et ma caméra… elle a capté un mouvement contre le vent. Mais sans source." Hunter: "A shadow with no source. Okay. You think it's connected to the disappearances?" Marie: "Je l'espère. Mais je suis terrifiée. S'il vous plaît, faites attention. Le vieux pont… il appelle." Hunter: "I'll keep my eyes open. And keep your camera handy, because I might need you to walk me through those frames. You staying in town?" Marie: "Oui. Jusqu'à la fin du semestre. Merci de m'écouter." Hunter: "Don't mention it. Seriously, though, I'm gonna need you to draw or point for the rest. I've got to bounce—dispatch just radioed a location match near the orchards. If anything else surfaces, talk to any uniform officer and they'll patch me in." Marie: "D'accord. Soyez prudent, détective." Hunter: "I always am. Catch you later."
created_at"2026-04-27T10:31:17.75Z" 4/27/2026, 10:31:17 AM
model"qwen/qwen3.6-flash"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency649
moderation_latency(null)
generation_time23466
tokens_prompt316
tokens_completion4620
native_tokens_prompt295
native_tokens_completion4412
native_tokens_completion_images(null)
native_tokens_reasoning3923
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"
usage0.00669175
router(null)
provider_responses
0
endpoint_id"2435bec9-c808-4f27-9fc8-12f3460d7b66"
id"chatcmpl-5cde25e5-1529-95b4-bb20-9ad6768b8106"
is_byokfalse
latency649
model_permaslug"qwen/qwen3.6-flash"
provider_name"Alibaba"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777285877-Jgba5GuJjLMTFISacsyE"
session_id(null)
api_type"completions"
id"gen-1777285877-hqfoA8K1BU1WdQDk4kHx"
upstream_id"chatcmpl-5cde25e5-1529-95b4-bb20-9ad6768b8106"
total_cost0.00669175
cache_discount(null)
upstream_inference_cost0
provider_name"Alibaba"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Je viens de la voir… près du vieux pont. Elle est partie seule hier soir, j'ai pris des photos, mais… je les ai perdues."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8258648711400046
ca0.6124031007751938
es0.512987012987013
de0.494949494949495
ro0.49460916442048514
it0.45652173913043476
no0.44974321349963314
nl0.4460856720827179
pt0.4398805078416729
da0.3936944219886823
lt0.3832236842105263
sv0.3775933609958506
sq0.358974358974359
yo0.35233160621761656
tl0.34895833333333337
lv0.3438320209973753
en0.2970946579194002
eu0.28023032629558536
vi0.2781520692974013
sl0.24242424242424243
hr0.24089068825910928
ms0.23857868020304565
cs0.21875
sk0.21711899791231734
tr0.18032786885245902
pl0.17672886937431392
hu0.1758241758241758
az0.1601343784994401
hi0.09310761789600969
et0.08536585365853659
reliabletrue
passestrue
1
name"Hunter"
dialogue"Hold on. Can you back up? Slowly. You saw her near the old bridge?"
detectedLang"en"
heavyLang"en"
scores
en0.8209169054441261
tl0.5989304812834225
da0.4541484716157206
no0.3578767123287671
tr0.35008665511265163
fr0.33274021352313166
yo0.3267504488330341
ms0.3218806509945751
ca0.3194192377495462
nl0.30167597765363136
et0.29111531190926276
cs0.28977272727272724
fi0.2857142857142857
hr0.19006479481641467
hi0.1830065359477124
pl0.1830065359477124
sq0.17218543046357618
sv0.17218543046357618
az0.17035398230088497
sk0.16666666666666666
reliabletrue
passestrue
2
name"Marie"
dialogue"Oui, le pont. Mais il n'y avait personne. Juste la brume et cette odeur… comme du métal rouillé. Je n'ai pas osé rester."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7887493964268469
it0.5328350240256273
ca0.5141588006662965
no0.4886031560490941
da0.4728915662650602
nl0.43548387096774194
ro0.4228232189973614
de0.41899070385126164
et0.41393168117883455
pt0.4071815718157181
es0.4002741603838246
en0.3803116147308782
tl0.33962264150943394
hu0.33001531393568145
sl0.3222308288148722
sv0.3206521739130435
sq0.3121069182389937
yo0.3011182108626198
ms0.29207119741100324
tr0.2886178861788618
hr0.28454619787408014
lt0.26655490360435874
sk0.23846823324630112
cs0.23513986013986016
az0.21028880866425992
pl0.19871794871794873
eu0.1957720588235294
vi0.1729678638941399
lv0.13280475718533202
fi0.125
is0.06716417910447761
reliabletrue
passestrue
3
name"Hunter"
dialogue"Metal. Right. Listen, I'm Detective Hunter, Alborn PD. I need you to tell me exactly where and when. The apple festival's opening weekend, folks are spooked."
detectedLang"en"
heavyLang"en"
scores
en0.7767857142857143
tl0.5811727163940965
da0.571078431372549
no0.5458477508650519
nl0.5198902606310014
sv0.48855333658061373
ro0.4794248884481904
sq0.46781550937658384
it0.45624029000517863
fr0.4491080797481637
de0.4296577946768061
es0.4179600886917961
hr0.3651753325272068
pt0.35858277336591327
sl0.3554327808471455
cs0.3538461538461538
ca0.32950191570881227
yo0.32432432432432434
pl0.3078444297956493
sk0.303251493032515
et0.2852280462899932
lv0.2723492723492723
fi0.2682926829268293
lt0.2631578947368421
ms0.24406047516198706
tr0.24078091106290672
is0.18793503480278423
az0.14703493095044678
hu0.12280701754385964
eu0.10025706940874037
be0.0625
uk0.05660377358490566
vi0.05660377358490566
reliabletrue
passestrue
4
name"Marie"
dialogue"Je ne parle pas anglais. S'il vous plaît, je vous montre."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8004910988336402
ca0.6614583333333334
sl0.615839243498818
sq0.576271186440678
ro0.5683930942895086
lt0.5655080213903744
it0.5590230664857531
hr0.5554035567715458
cs0.5337159253945482
sk0.5149253731343284
es0.5030581039755352
nl0.4628099173553719
lv0.4406196213425129
pt0.4298245614035088
yo0.4058500914076782
tr0.39478584729981375
de0.3879472693032015
en0.3879472693032015
pl0.3271221532091097
hu0.3143459915611814
fi0.3114406779661017
ms0.3114406779661017
da0.26636568848758463
no0.26636568848758463
sv0.26636568848758463
az0.17721518987341772
et0.16237113402061853
tl0.16237113402061853
reliabletrue
passestrue
5
name"Hunter"
dialogue"I don't speak French, either. But I can read pictures. Is that… the north ridge trail?"
detectedLang"en"
heavyLang"en"
scores
en0.8140687945460181
tl0.6424314660309893
fr0.4323557237464522
nl0.40357852882703776
no0.39271255060728744
ca0.39086294416243655
da0.3795243019648397
ro0.35691318327974275
yo0.3435448577680525
sv0.32432432432432434
az0.28994082840236685
hu0.269183922046285
sq0.26108374384236455
it0.24242424242424243
es0.23469387755102045
pt0.22978177150192552
de0.21363040629095675
et0.21156373193166886
is0.2052980132450331
tr0.19678714859437751
lv0.19571045576407506
hr0.1880920162381597
pl0.17355371900826447
cs0.14893617021276595
ms0.11504424778761062
sk0.10714285714285714
be0.1044776119402985
lt0.09502262443438914
uk0.09502262443438914
vi0.09502262443438914
reliabletrue
passestrue
6
name"Marie"
dialogue"Oui. Le sentier nord. Regardez le ciel. Il y a des ombres. Pas des nuages. Quelque chose… n'est pas normal."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7866754184443715
ca0.6065375302663438
it0.5715227422544495
ro0.5666666666666667
es0.5538778311599176
en0.5383522727272727
de0.43082311733800355
nl0.4186046511627907
pt0.3992606284658041
no0.3725868725868726
da0.3701550387596899
az0.36954413191076624
tr0.35960591133004927
ms0.3551587301587301
tl0.34210526315789475
pl0.2927094668117519
sl0.2903930131004367
sk0.28806133625410735
sq0.28492849284928495
hu0.2809734513274336
yo0.27048260381593714
lt0.26636568848758463
eu0.2537313432835821
sv0.23976608187134502
cs0.22711058263971462
fi0.22526817640047678
hr0.20828258221680876
vi0.20537897310513448
lv0.17407878017789072
et0.15803108808290156
is0.10344827586206896
reliabletrue
passestrue
7
name"Hunter"
dialogue"Not normal. Got it. You're saying the lighting's off? Or someone's hiding in the frame?"
detectedLang"en"
heavyLang"en"
scores
en0.796891557753444
tl0.6026261230131306
nl0.48057813911472447
ms0.4004171011470281
sv0.3850267379679145
ro0.3830472103004292
no0.38105489773950485
tr0.3568232662192394
de0.32748538011695905
yo0.3203309692671395
sq0.2830423940149626
da0.27944862155388467
fr0.2758186397984887
az0.27398989898989895
sl0.2703045685279188
es0.2684478371501272
pt0.2684478371501272
it0.267515923566879
sk0.26658163265306123
is0.25902061855670105
lv0.2101648351648352
pl0.1991643454038997
hr0.19241573033707865
ca0.18785310734463279
eu0.1043613707165109
fi0.0987460815047022
lt0.0987460815047022
cs0.09305993690851734
et0.09305993690851734
reliabletrue
passestrue
8
name"Marie"
dialogue"Non, il n'y a personne. Mais… le sentier est vide. Trop vide. Et ma caméra… elle a capté un mouvement contre le vent. Mais sans source."
detectedLang"fr"
heavyLang"fr"
scores
fr0.817432273262662
it0.6358082706766917
ro0.6107483676544451
ca0.6065989847715736
es0.5345345345345346
en0.5236631837738168
pt0.502247912652537
tl0.44324712643678155
da0.41816816816816815
no0.39594699922057675
sk0.3902439024390244
yo0.386381631037213
hu0.37348423605497166
nl0.33704020530367834
et0.32842287694974004
ms0.32667245873153783
az0.3231441048034934
cs0.30617726051924804
pl0.30368373764600176
lv0.28702851885924563
sv0.27637721755368816
de0.2757009345794392
tr0.27298311444652906
sq0.26609848484848486
eu0.23720472440944884
hr0.2319127849355798
lt0.22032193158953722
sl0.21079429735234215
vi0.1603466955579632
is0.15115005476451257
fi0.13984461709211987
reliabletrue
passestrue
9
name"Hunter"
dialogue"A shadow with no source. Okay. You think it's connected to the disappearances?"
detectedLang"en"
heavyLang"en"
scores
en0.799416484318016
fr0.610757254069356
tl0.6028880866425993
ca0.5111111111111111
pt0.44388270980788674
lv0.41921858500527986
no0.4028230184581976
it0.4008714596949891
yo0.39759036144578314
nl0.3949394939493949
es0.394273127753304
sk0.39091915836101887
cs0.38271604938271603
hr0.3742889647326508
ms0.36562860438292966
pl0.36416184971098264
da0.3159203980099502
sl0.27726675427069647
lt0.25271739130434784
tr0.23076923076923078
hu0.22096317280453256
zh0.21763869132290184
sq0.21428571428571427
sv0.2040520984081042
ro0.20174165457184323
is0.12
az0.11290322580645161
eu0.11290322580645161
vi0.11290322580645161
de0.1085899513776337
et0.10277324632952692
fi0.10277324632952692
reliabletrue
passestrue
10
name"Marie"
dialogue"Je l'espère. Mais je suis terrifiée. S'il vous plaît, faites attention. Le vieux pont… il appelle."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8099726360595926
it0.5849933598937583
en0.5474293989862419
ca0.51171875
de0.44592198581560283
yo0.41588785046728977
nl0.41424554826616683
da0.39903846153846156
pt0.37686939182452645
no0.37624750499001997
sl0.3635437881873727
tl0.36224489795918363
ro0.3609406952965235
es0.34963579604578565
fi0.3407172995780591
et0.33510638297872336
az0.2816091954022989
hr0.27578215527230593
sv0.2707117852975496
hu0.20483460559796438
pl0.1935483870967742
cs0.19041450777202074
sk0.1883116883116883
sq0.17979002624671916
lt0.17763157894736845
lv0.17763157894736845
tr0.11847672778561354
zh0.10968660968660969
ms0.09682080924855492
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'll keep my eyes open. And keep your camera handy, because I might need you to walk me through those frames. You staying in town?"
detectedLang"en"
heavyLang"en"
scores
en0.8132980004818117
tl0.6097683786505539
no0.5201238390092879
de0.4553759662684469
sv0.44324712643678155
fr0.4267751479289941
nl0.42293373045420696
yo0.42077727952167415
ro0.41816816816816815
pl0.3978243978243978
it0.3921568627450981
da0.3459915611814346
cs0.34042553191489355
sq0.33016421780466726
et0.3213660245183888
sk0.3201754385964912
sl0.3189806678383128
ca0.2909423604757548
ms0.2850553505535055
is0.2597898758357211
hr0.2475728155339806
es0.20594262295081966
lv0.19270833333333331
lt0.17728237791932058
pt0.16934619506966772
az0.1594360086767896
eu0.12725225225225226
fi0.08823529411764706
be0.08284023668639054
tr0.08284023668639054
hu0.07957244655581948
uk0.07517899761336516
vi0.07517899761336516
reliabletrue
passestrue
12
name"Marie"
dialogue"Oui. Jusqu'à la fin du semestre. Merci de m'écouter."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7920997920997921
es0.6441281138790036
it0.6108949416342413
ca0.5893223819301848
da0.5863495346432265
no0.5698924731182796
pt0.546485260770975
ro0.5343422584400466
sv0.49622166246851385
de0.4497936726272352
ms0.4405594405594406
tl0.3630573248407643
nl0.3620414673046252
en0.34959349593495936
eu0.3464052287581699
yo0.3174061433447099
vi0.313893653516295
pl0.2945326278659612
tr0.2945326278659612
sq0.26062846580406657
hu0.19517102615694165
lt0.1935483870967742
cs0.16142557651991615
hr0.15074309978768577
sl0.14712153518123666
az0.13606911447084233
reliabletrue
passestrue
13
name"Hunter"
dialogue"Don't mention it. Seriously, though, I'm gonna need you to draw or point for the rest. I've got to bounce—dispatch just radioed a location match near the orchards. If anything else surfaces, talk to any uniform officer and they'll patch me in."
detectedLang"en"
heavyLang"en"
scores
en0.7921210468920392
tl0.5917001338688086
fr0.5385779122541604
da0.4389256806475349
sv0.42733758918512954
no0.4028974158183242
it0.39818468823993686
nl0.3815896188158962
de0.37982919886132577
ca0.34995737425404944
yo0.3432385874246339
ro0.3398268398268398
sq0.33055311676909566
pt0.31736794986571176
es0.3146067415730337
sl0.31026684758028045
ms0.30839002267573695
pl0.26364075325929504
cs0.2571846078908914
et0.25391389432485323
sk0.22745694022289767
hr0.21875
fi0.20531526836894215
lv0.1827438370846731
lt0.16803055100927441
az0.15324819544697388
hu0.13303013075611142
tr0.11900635470826113
zh0.048064918851435705
is0.046875
eu0.0438871473354232
vi0.0438871473354232
reliabletrue
passestrue
14
name"Marie"
dialogue"D'accord. Soyez prudent, détective."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7579864472410455
en0.5915032679738562
it0.5769881556683587
ro0.5598591549295775
ca0.51171875
tl0.48559670781893005
sq0.37810945273631835
da0.37027707808564225
de0.37027707808564225
no0.37027707808564225
nl0.36224489795918363
sv0.34210526315789475
az0.23076923076923078
es0.22360248447204967
et0.21875
pl0.21875
sk0.21875
cs0.21135646687697163
hr0.21135646687697163
sl0.21135646687697163
hu0.19093851132686085
reliabletrue
passestrue
15
name"Hunter"
dialogue"I always am. Catch you later."
detectedLang"en"
heavyLang"en"
scores
en0.815422477440525
de0.6166950596252129
sv0.5833333333333334
tl0.5706106870229007
no0.5119305856832972
da0.5087336244541485
ro0.4955156950672646
nl0.48156682027649766
pl0.4730679156908665
it0.4578313253012048
cs0.4485294117647059
hi0.4201030927835051
fr0.4186046511627907
hr0.3818681318681319
ca0.38016528925619836
sq0.3732590529247911
yo0.27884615384615385
sk0.24242424242424243
pt0.2398648648648649
be0.23728813559322032
tr0.23728813559322032
hu0.22945205479452058
az0.21875
et0.21875
is0.21875
lt0.21875
lv0.21875
uk0.21875
vi0.21875
reliabletrue
passestrue