Run: 2026-05-10-01KR8XZD1VNEG1F95BEQM2YEZ1

Run Details

Model:
Gemma 4 26B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
35.1s
Cost:
$0.001011
Provider:
SiliconFlow

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
Hunter: "Excuse me, miss? Detective Hunter. I'm looking into the recent disappearances around Alborn. Did you happen to see anything unusual out by the orchards last night?" Marie: "C'était... c'était atroce. Je n'arrive pas à m'enlever cette image de la tête. J'ai l'impression que l'obscurité me suit encore." Hunter: "Sorry? I didn't quite catch that. Do you speak English? I'm trying to ask if you witnessed anything suspicious." Marie: "Je ne comprends pas ce que vous dites. Je suis désolée, je ne parle que français. Pourquoi me regardez-vous ainsi ? Vous me faites peur." Hunter: "Look, I'm not trying to intimidate you, but I need to know if you saw anyone. You were out there with your camera, right? Did you see a person? A vehicle?" Marie: "J'ai vu une ombre... une silhouette qui se déplaçait sans aucun bruit près de la lisière de la forêt. J'ai eu si peur que j'ai failli lâcher mon appareil." Hunter: "A shadow? Where exactly? Was it near the festival grounds? Listen, I'm trying, but I can't make heads or tails of what you're saying. (Phone rings) Dammit. Look, I've got a call at the station. I'm sorry, kid. I can't help you if I can't understand you. I have to go."
created_at"2026-05-10T12:32:13.891Z" 5/10/2026, 12:32:13 PM
model"google/gemma-4-26b-a4b-it-20260403"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1126
moderation_latency(null)
generation_time34974
tokens_prompt316
tokens_completion2363
native_tokens_prompt299
native_tokens_completion2439
native_tokens_completion_images(null)
native_tokens_reasoning2045
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)
usage0.00101148
router(null)
provider_responses
0
endpoint_id"eb382d64-dce1-42d5-b23d-6fefb91948a3"
id"chatcmpl-b05d09f8af88ad1e"
is_byokfalse
latency1124
model_permaslug"google/gemma-4-26b-a4b-it-20260403"
provider_name"SiliconFlow"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778416333-0zocsampcIZF8d5PiA8s"
session_id(null)
api_type"completions"
id"gen-1778416333-nrKvgTRHNZfmk1TlnhoU"
upstream_id"chatcmpl-b05d09f8af88ad1e"
total_cost0.00101148
cache_discount(null)
upstream_inference_cost0
provider_name"SiliconFlow"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss? Detective Hunter. I'm looking into the recent disappearances around Alborn. Did you happen to see anything unusual out by the orchards last night?"
detectedLang"en"
heavyLang"en"
scores
en0.7895944912012242
tl0.608540925266904
fr0.5067264573991032
nl0.439918533604888
no0.4167550371155886
da0.40828402366863903
pt0.3972602739726027
cs0.33614966807483404
sv0.3353474320241692
ca0.3247391037446286
es0.3163455562461156
de0.3081761006289308
sq0.302915082382763
ms0.301143583227446
it0.3006993006993007
ro0.29032258064516125
et0.28894634776987715
sk0.2753623188405797
sl0.26568758344459276
pl0.22644163150492264
yo0.22425952045133993
hr0.18276374442793464
lv0.15123456790123457
lt0.13180741910023677
hu0.07872696817420435
fi0.06382978723404256
is0.060631938514090516
tr0.05090595340811044
reliabletrue
passestrue
1
name"Marie"
dialogue"C'était... c'était atroce. Je n'arrive pas à m'enlever cette image de la tête. J'ai l'impression que l'obscurité me suit encore."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7810751641936269
ca0.5370370370370371
en0.5220392989909719
pt0.5016611295681063
it0.4791666666666667
es0.46714031971580816
nl0.4367959949937422
sq0.42711648631444943
no0.42196531791907516
da0.35205183585313177
tl0.34782608695652173
yo0.34258582907231555
ro0.34162399414776884
de0.3098159509202454
sl0.2736077481840194
sv0.24242424242424243
cs0.20704845814977973
sk0.205648720211827
ms0.20424403183023873
hu0.1935483870967742
lt0.1899189918991899
tr0.16666666666666666
et0.16044776119402984
hr0.15966386554621848
fi0.1395793499043977
az0.12959381044487428
lv0.11067193675889328
pl0.09182643794147326
vi0.08536585365853659
eu0.07216494845360825
reliabletrue
passestrue
2
name"Hunter"
dialogue"Sorry? I didn't quite catch that. Do you speak English? I'm trying to ask if you witnessed anything suspicious."
detectedLang"en"
heavyLang"en"
scores
en0.802093973442288
tl0.5618993781797625
cs0.3657937806873977
hr0.3657937806873977
it0.3642329778506973
fr0.3547044129891757
pl0.3426632739609839
sv0.3409863945578231
sq0.3117229129662522
pt0.3074173369079536
no0.30243024302430244
sk0.30243024302430244
ro0.29673321234119787
da0.2889908256880734
yo0.28040854224698236
sl0.23720472440944884
ms0.2226680040120361
ca0.2131979695431472
lv0.19270833333333331
vi0.1833508956796628
lt0.17728237791932058
hu0.16666666666666666
es0.16216216216216217
de0.1594360086767896
fi0.10092807424593969
be0.08284023668639054
tr0.08284023668639054
az0.07517899761336516
et0.07517899761336516
is0.07517899761336516
uk0.07517899761336516
reliabletrue
passestrue
3
name"Marie"
dialogue"Je ne comprends pas ce que vous dites. Je suis désolée, je ne parle que français. Pourquoi me regardez-vous ainsi ? Vous me faites peur."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8094418490287681
ca0.5561282932416953
es0.523955773955774
it0.495114006514658
en0.4749322493224933
pt0.46551724137931033
nl0.4483985765124555
sl0.4379985496736766
ro0.42336309523809523
sq0.4015444015444015
ms0.3621399176954732
hr0.353628023352794
lt0.3530884808013356
de0.3231441048034934
cs0.31838170624450307
tl0.2850553505535055
sk0.2702448210922787
yo0.23870333988212183
et0.2288557213930348
pl0.22731804586241278
no0.225
lv0.22188755020080322
hu0.22032193158953722
tr0.21796165489404642
fi0.17377398720682302
az0.14647577092511013
da0.13984461709211987
sv0.13984461709211987
eu0.0935672514619883
is0.07074340527577938
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I'm not trying to intimidate you, but I need to know if you saw anyone. You were out there with your camera, right? Did you see a person? A vehicle?"
detectedLang"en"
heavyLang"en"
scores
en0.8173277661795407
tl0.6203904555314533
ro0.4496855345911949
de0.43910256410256415
ca0.4277305428384566
it0.4201457919151756
sv0.4162775183455637
fr0.4071815718157181
et0.3936243936243936
no0.3885394828791055
da0.3803116147308782
cs0.36594202898550726
ms0.3537666174298375
sq0.3305279265493497
hr0.3274404304381245
pl0.3269230769230769
yo0.3227554179566564
sk0.3099369085173501
tr0.29492344883158744
lv0.2738589211618257
lt0.2683946488294314
es0.26716917922948075
hu0.24633936261843237
sl0.2456896551724138
pt0.24111014744145706
is0.23714036617262424
az0.2331288343558282
nl0.20164233576642335
vi0.13194444444444445
be0.07407407407407407
eu0.07407407407407407
fi0.06716417910447761
uk0.06716417910447761
reliabletrue
passestrue
5
name"Marie"
dialogue"J'ai vu une ombre... une silhouette qui se déplaçait sans aucun bruit près de la lisière de la forêt. J'ai eu si peur que j'ai failli lâcher mon appareil."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7778271495223283
ca0.5693367786391041
it0.4813278008298755
es0.46236559139784944
nl0.45593035908596297
ro0.41961694718514214
da0.39172749391727496
pt0.38042131350681535
no0.3498049414824447
tl0.3160054719562244
sq0.3127147766323024
yo0.2937853107344633
en0.29278642149929274
sv0.2663242846661775
de0.2625368731563422
cs0.24585218702865763
sl0.2389649923896499
hu0.220576773187841
tr0.21011058451816747
hr0.17218543046357618
sk0.15540540540540537
is0.15254237288135594
fi0.14748508098891733
az0.14675767918088736
vi0.07749077490774908
hi0.07235621521335807
et0.07063197026022305
lt0.06716417910447761
eu0.06542056074766354
ms0.059266227657572904
reliabletrue
passestrue
6
name"Hunter"
dialogue"A shadow? Where exactly? Was it near the festival grounds? Listen, I'm trying, but I can't make heads or tails of what you're saying. Dammit. Look, I've got a call at the station. I'm sorry, kid. I can't help you if I can't understand you. I have to go."
detectedLang"en"
heavyLang"en"
scores
en0.8045803620405925
tl0.5710415412402168
da0.5227729403884797
no0.5104774991411886
sv0.4676877101232723
nl0.4394177812745869
fr0.43698143026471753
de0.42702050663449936
yo0.40226510067114096
cs0.3716931216931217
pl0.3433179723502304
sq0.3319268635724332
hr0.331299859221023
it0.32941176470588235
sk0.31621880998080615
ro0.309593023255814
lv0.2795753286147624
sl0.26735218508997427
pt0.26127527216174184
ca0.25196850393700787
es0.24242424242424243
lt0.24000000000000002
fi0.21746293245469525
ms0.21008869179600886
tr0.20745272525027808
is0.20657015590200445
hu0.20612813370473537
az0.18056354226566992
et0.17725173210161663
eu0.11600496277915633
vi0.08536585365853659
zh0.05126498002663116
be0.04682274247491639
uk0.04233870967741936
reliabletrue
passestrue