Run: 2026-05-10-01KR8XYJ6XAPCNF5PGHFH87E70

Run Details

Model:
Gemma 4 26B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
2m
Cost:
$0.000158
Provider:
DekaLLM

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: "Oh mon Dieu... c'était terrifiant. Je ne devrais pas en parler, j'ai l'impression d'être suivie depuis ce moment-là." Hunter: "Excuse me, Miss? Detective Hunter with the Alborn Police. I noticed you were out near the old apple orchards yesterday evening with your camera. Did you see anything out of the ordinary?" Marie: "Je ne comprends pas ce que vous dites... Je suis désolée, je ne parle pas anglais. Je suis étudiante, je ne connais pas encore la langue." Hunter: "I’m sorry, I don't speak... whatever that was. Look, I’m just trying to ask if you saw anything suspicious. A person, a vehicle, anything unusual near the trees?" Marie: "L'obscurité... elle était si dense. Et puis, j'ai entendu ce cri. Un cri qui n'était pas humain. J'ai presque fait tomber mon appareil." Hunter: "Dammit. Is it a yes or a no? Did you see someone out there? I need a straight answer if you can give me one." Marie: "Regardez mes mains... elles ne s'arrêtent pas de trembler. Tout est devenu un cauchemar depuis que je suis arrivée dans cette petite ville." Hunter: "Listen, I can tell you're shaken up, but I can't help you if I don't know what you saw. If you have photos of something, I need to see them. Can you show me?" Marie: "Je ne peux pas... s'il vous plaît, laissez-moi tranquille. Je veux juste rentrer à l'hôtel." [Sound of a phone ringing] Hunter: "Hunter. ... Yeah? I'm on my way. I'll be there in ten. Copy that." Hunter: "Look, duty calls. Stay right here. Don't move, and don't go anywhere. I'll find someone who can actually translate for you."
created_at"2026-05-10T12:31:46.405Z" 5/10/2026, 12:31:46 PM
model"google/gemma-4-26b-a4b-it-20260403"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency7560
moderation_latency(null)
generation_time120225
tokens_prompt316
tokens_completion1738
native_tokens_prompt272
native_tokens_completion429
native_tokens_completion_images(null)
native_tokens_reasoning1328
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)
usage0.00015789
router(null)
provider_responses
0
endpoint_id"d99bcbe6-bec3-4991-965e-45fea79fe63c"
id"chatcmpl-b0cd1e011f3ae1f2"
is_byokfalse
latency7560
model_permaslug"google/gemma-4-26b-a4b-it-20260403"
provider_name"DekaLLM"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778416306-LuQYZrKZzukmBaj6lhB4"
session_id(null)
api_type"completions"
id"gen-1778416306-dKnTr1kHL5q0RHDmp03I"
upstream_id"chatcmpl-b0cd1e011f3ae1f2"
total_cost0.00015789
cache_discount(null)
upstream_inference_cost0
provider_name"DekaLLM"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Oh mon Dieu... c'était terrifiant. Je ne devrais pas en parler, j'ai l'impression d'être suivie depuis ce moment-là."
detectedLang"fr"
heavyLang"fr"
scores
fr0.800945508833043
ca0.5663956639566395
nl0.518362432269717
it0.4835377663008393
en0.477124183006536
sq0.4531784005468216
ro0.4490358126721763
pt0.38791124713083397
tr0.3860322333077513
da0.3850883935434281
de0.3563958165728077
lt0.3548387096774194
sl0.354317998385795
az0.35012185215272135
cs0.3442622950819672
sv0.34372436423297786
hr0.33884297520661155
no0.33444259567387685
es0.32030586236193714
pl0.3079584775086505
sk0.30434782608695654
lv0.2920353982300885
yo0.28186714542190305
fi0.27404718693284935
hu0.2558139534883721
tl0.2438563327032136
vi0.16405433646812956
ms0.15522703273495247
is0.14346895074946467
et0.13606911447084233
hi0.0888382687927107
eu0.08571428571428572
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, Miss? Detective Hunter with the Alborn Police. I noticed you were out near the old apple orchards yesterday evening with your camera. Did you see anything out of the ordinary?"
detectedLang"en"
heavyLang"en"
scores
en0.782187802516941
tl0.6231155778894472
it0.5098039215686274
fr0.4897959183673469
nl0.47356106691623767
ro0.46428571428571425
no0.4546776539020843
sv0.4360902255639098
es0.4271894093686355
da0.3996798292422626
de0.38457330415754926
sq0.3815283122594832
ms0.35121107266435986
pt0.33035714285714285
ca0.3287589498806683
cs0.3093922651933701
sl0.28842504743833014
hr0.2875237492083597
et0.2704280155642024
is0.22627235213204952
yo0.21438547486033518
sk0.21218487394957983
lv0.19412607449856734
lt0.16169895678092397
pl0.15982076176250934
tr0.1515837104072398
eu0.13394919168591224
fi0.12383177570093458
hu0.11207576953433307
az0.10926365795724466
be0.058577405857740586
uk0.05303030303030303
vi0.05303030303030303
reliabletrue
passestrue
2
name"Marie"
dialogue"Je ne comprends pas ce que vous dites... Je suis désolée, je ne parle pas anglais. Je suis étudiante, je ne connais pas encore la langue."
detectedLang"fr"
heavyLang"fr"
scores
fr0.806149732620321
ca0.6029572836801752
es0.5994475138121547
it0.569477434679335
pt0.5402663284717819
ro0.5319561007101355
en0.5153743315508021
lt0.5020604395604396
sq0.46886446886446886
sl0.41813804173354735
ms0.39683860232945084
de0.38766891891891886
nl0.38715131022823335
tl0.3640350877192982
cs0.33910665451230626
lv0.32808155699721964
hr0.32369402985074625
yo0.30488974113135187
no0.2967992240543162
sk0.2828882294757666
et0.22707889125799574
pl0.17893544733861835
tr0.17425968109339407
hu0.17048054919908467
da0.16762342135476463
fi0.1082410824108241
is0.103831891223733
vi0.103831891223733
eu0.09713574097135741
zh0.09488139825218476
az0.0880503144654088
sv0.07525510204081631
reliabletrue
passestrue
3
name"Hunter"
dialogue"I’m sorry, I don't speak... whatever that was. Look, I’m just trying to ask if you saw anything suspicious. A person, a vehicle, anything unusual near the trees?"
detectedLang"en"
heavyLang"en"
scores
en0.8099581908019764
tl0.6007984031936128
ca0.444752915047196
sv0.423963133640553
no0.3993993993993994
da0.38763012859767293
pt0.38080495356037153
ms0.3573264781491003
yo0.34938191281717634
sq0.34725848563968675
fr0.3381866313699537
cs0.33554817275747506
et0.3297587131367293
ro0.323867478025693
nl0.3108201240523777
it0.299719887955182
hr0.29873772791023845
pl0.2982456140350877
sk0.28212491026561376
hu0.27219796215429404
es0.2695398100803506
de0.2492492492492493
lv0.24812030075187969
lt0.242997728993187
is0.21383647798742136
tr0.17627677100494232
sl0.17423616845582166
az0.1610738255033557
vi0.11738746690203002
be0.06542056074766354
eu0.06542056074766354
fi0.059266227657572904
uk0.059266227657572904
reliabletrue
passestrue
4
name"Marie"
dialogue"L'obscurité... elle était si dense. Et puis, j'ai entendu ce cri. Un cri qui n'était pas humain. J'ai presque fait tomber mon appareil."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7963465810910886
ca0.5439469320066335
it0.49324324324324326
en0.4611365120836055
tl0.4510978043912176
es0.4222689075630252
da0.4140625
ro0.41322901849217636
no0.38843587842846555
sk0.358974358974359
nl0.3346774193548387
cs0.3336025848142165
et0.3232157506152584
sq0.321546052631579
yo0.3193069306930693
ms0.3037974683544304
pt0.2948717948717949
sl0.28323197219808866
lv0.21800947867298578
eu0.1903827281648675
lt0.16497975708502025
sv0.1607324516785351
de0.14596273291925466
hr0.14596273291925466
az0.13431269674711438
hu0.09737417943107221
is0.09040793825799338
hi0.08637873754152825
fi0.0782122905027933
tr0.0782122905027933
reliabletrue
passestrue
5
name"Hunter"
dialogue"Dammit. Is it a yes or a no? Did you see someone out there? I need a straight answer if you can give me one."
detectedLang"en"
heavyLang"en"
scores
en0.8252184769038703
tl0.5382585751978892
et0.4569433669511249
sq0.451840250587314
no0.4395516413130504
hr0.4299674267100977
sv0.413243922883487
ca0.40978077571669475
it0.40828402366863903
da0.4067796610169492
yo0.40476190476190477
pl0.4022203245089668
es0.3907745865970409
pt0.38811188811188807
fr0.37888198757763975
lv0.375
cs0.36247723132969034
de0.3613138686131387
nl0.35779816513761464
sk0.3524514338575393
hu0.35004642525533886
tr0.3464052287581699
ro0.3027888446215139
is0.29789368104312935
az0.2776057791537668
sl0.2753623188405797
lt0.2324561403508772
ms0.23076923076923078
fi0.16467780429594273
vi0.15966386554621848
be0.09090909090909091
eu0.09090909090909091
uk0.08256880733944955
reliabletrue
passestrue
6
name"Marie"
dialogue"Regardez mes mains... elles ne s'arrêtent pas de trembler. Tout est devenu un cauchemar depuis que je suis arrivée dans cette petite ville."
detectedLang"fr"
heavyLang"fr"
scores
fr0.794052642153908
ca0.5510293473499781
es0.5076849183477425
ro0.48698698698698695
it0.4613767735155018
da0.45362473347547977
en0.4459459459459459
nl0.41260744985673353
no0.407514450867052
pt0.4040697674418605
sq0.3876941457586619
sl0.38585979628520073
tl0.3707796193984039
hr0.35044359949302917
hu0.32074221338634856
de0.31300268096514744
lv0.3046132971506106
sv0.2827151854443667
lt0.2761299435028249
fi0.2641780330222541
yo0.26152737752161387
ms0.24908424908424906
et0.24853372434017595
tr0.21093148575827558
cs0.182615629984051
eu0.13429054054054054
az0.12691652470187395
sk0.12393162393162394
pl0.08154121863799284
is0.057904411764705885
reliabletrue
passestrue
7
name"Hunter"
dialogue"Listen, I can tell you're shaken up, but I can't help you if I don't know what you saw. If you have photos of something, I need to see them. Can you show me?"
detectedLang"en"
heavyLang"en"
scores
en0.8213159554340971
tl0.5311638168781025
no0.45686900958466453
nl0.4426229508196721
da0.39801699716713884
sv0.3656716417910448
et0.3545937737281701
fr0.3328100470957614
pt0.3122977346278317
cs0.30725346373268136
sq0.28870292887029286
lv0.2869127516778523
de0.2857142857142857
yo0.2839090143218197
hr0.2796610169491525
pl0.2784380305602716
es0.2753623188405797
ca0.2517605633802817
sl0.23971377459749554
fi0.2362982929020665
sk0.2362982929020665
ms0.23561151079136694
it0.23007246376811596
lt0.2251595259799453
is0.20708955223880596
tr0.20112781954887218
ro0.15254237288135594
hu0.1474423269809428
az0.1414141414141414
eu0.12099276111685627
hi0.08306364617044228
be0.07608695652173912
uk0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
8
name"Marie"
dialogue"Je ne peux pas... s'il vous plaît, laissez-moi tranquille. Je veux juste rentrer à l'hôtel."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8038212214261344
ca0.46808510638297873
pt0.4362745098039216
nl0.4209466263846928
lt0.4066047471620227
sq0.3985355648535565
sl0.3850267379679145
et0.3770314192849404
hr0.37635574837310193
es0.34659090909090906
cs0.33371958285052145
de0.33139534883720934
yo0.3298368298368299
ro0.3047158403869408
da0.2953431372549019
it0.2830423940149626
no0.28214731585518105
en0.2776381909547738
fi0.27398989898989895
sv0.2684478371501272
ms0.267515923566879
sk0.2656449553001277
tl0.25902061855670105
lv0.22818791946308725
pl0.21875
tr0.2144808743169399
eu0.1935483870967742
vi0.13273001508295626
hu0.1248097412480974
az0.09305993690851734
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hunter. ... Yeah? I'm on my way. I'll be there in ten. Copy that."
detectedLang"en"
heavyLang"en"
scores
en0.8019017432646592
tl0.5283018867924528
de0.5241116751269036
pl0.4959677419354839
nl0.45255474452554745
yo0.4212962962962963
cs0.4094488188976378
sk0.4094488188976378
sl0.36224489795918363
it0.358974358974359
lt0.3556701030927836
ro0.34895833333333337
fr0.32553956834532377
sv0.3206521739130435
ca0.2964352720450282
et0.29111531190926276
fi0.2857142857142857
sq0.267578125
ms0.2632612966601179
hu0.2378048780487805
hr0.19006479481641467
az0.1830065359477124
hi0.1830065359477124
da0.17943107221006563
no0.17218543046357618
pt0.14383561643835618
tr0.1359447004608295
reliabletrue
passestrue
10
name"Hunter"
dialogue"Look, duty calls. Stay right here. Don't move, and don't go anywhere. I'll find someone who can actually translate for you."
detectedLang"en"
heavyLang"en"
scores
en0.81089258698941
tl0.5492788461538461
da0.34554973821989526
de0.34554973821989526
no0.33035714285714285
ca0.31880108991825606
es0.3181818181818182
pt0.30362116991643456
ro0.258160237388724
sq0.25
yo0.25
fr0.24471299093655588
pl0.19181034482758622
tr0.15730337078651685
hr0.15540540540540537
it0.15540540540540537
cs0.1544532130777903
nl0.1544532130777903
az0.15349887133182843
vi0.10501193317422433
eu0.08200734394124846
lt0.08200734394124846
lv0.08200734394124846
sk0.07749077490774908
et0.07292954264524104
ms0.07292954264524104
sl0.07292954264524104
sv0.07292954264524104
reliabletrue
passestrue