Run: 2026-05-10-01KR8ZARVPQ2RKTAQJTQMF1S9D

Run Details

Model:
Gemma 4 26B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
3m 8s
Cost:
$0.000564
Provider:
Cloudflare

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? I’m Detective Hunter. I noticed you were out near the apple orchards during the festival yesterday. Did you happen to see anything unusual—anyone out of place?" Marie: "Oh, mon Dieu... c'était terrifiant. Je... je ne sais pas si je devrais en parler. J'ai encore les mains qui tremblent rien qu'en y repensant." Hunter: "I’m sorry, I didn't catch that. Do you speak English? I’m just trying to ask if you saw anything out of the ordinary near the trees." Marie: "Je ne comprends pas ce que vous dites. Je suis désolée, je ne parle pas anglais. Mais j'ai vu quelque chose... quelque chose de terrible à travers mon objectif. Je suis tellement secouée." Hunter: "Look, I don't mean to pester you, but you look like you've seen a ghost. If you saw something related to the disappearances, I need to know. Can you point to where it happened?" Marie: "S'il vous plaît, ne me regardez pas comme ça. Tout est si étrange ici. Je veux juste rester tranquille et regarder mes photos, mais je n'ose même plus les ouvrir." Hunter: "I'm trying to help, I just can't understand a word you're saying. Is it the camera? Did you take a photo of something? Just show me." Marie: "Non... c'est trop effrayant. Si je vous montre, est-ce que je serai en sécurité ? Je ne me sens pas en sécurité ici." Hunter: "(Phone rings) Dammit... excuse me, I have to take this. It’s the station. Look, just... stay here. I'll find someone who can translate. Don't go anywhere."
created_at"2026-05-10T12:55:55.007Z" 5/10/2026, 12:55:55 PM
model"google/gemma-4-26b-a4b-it-20260403"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1382
moderation_latency(null)
generation_time188224
tokens_prompt316
tokens_completion1760
native_tokens_prompt311
native_tokens_completion1776
native_tokens_completion_images(null)
native_tokens_reasoning1365
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)
usage0.0005639
router(null)
provider_responses
0
endpoint_id"e2a16fa6-1f65-413e-9ecb-93901089ddb1"
id"id-1778417756383"
is_byokfalse
latency1381
model_permaslug"google/gemma-4-26b-a4b-it-20260403"
provider_name"Cloudflare"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778417755-HLmJw8MvXKJ1LtO4v8HV"
session_id(null)
api_type"completions"
id"gen-1778417755-pkTC0jrgQgsb6PIMubxO"
upstream_id"id-1778417756383"
total_cost0.0005639
cache_discount(null)
upstream_inference_cost0
provider_name"Cloudflare"
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? I’m Detective Hunter. I noticed you were out near the apple orchards during the festival yesterday. Did you happen to see anything unusual—anyone out of place?"
detectedLang"en"
heavyLang"en"
scores
en0.790962462195339
tl0.6282821891806392
no0.4993608862377503
fr0.4926597582037997
nl0.47333034513671
da0.4685662596110357
es0.41975308641975306
sv0.41367265469061876
it0.40536437246963564
pt0.3870631194574856
sq0.3870631194574856
de0.38092729188619595
cs0.3792921288959324
ro0.3610657966286025
ca0.35686918445539134
ms0.35510428100987923
et0.3208092485549133
hr0.3080094228504123
sl0.30760164997053624
yo0.27424336009882644
pl0.25444162436548223
sk0.25206874602164225
lt0.2506377551020408
lv0.23800259403372243
hu0.16250890947968638
az0.13348082595870206
is0.11454408440090429
fi0.1051028179741051
tr0.09892638036809816
be0.05622489959839357
uk0.050888529886914384
vi0.050888529886914384
reliabletrue
passestrue
1
name"Marie"
dialogue"Oh, mon Dieu... c'était terrifiant. Je... je ne sais pas si je devrais en parler. J'ai encore les mains qui tremblent rien qu'en y repensant."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7980704509759928
ca0.5813953488372093
es0.5324675324675324
en0.4690265486725664
nl0.4614003590664273
sl0.41935483870967744
ro0.40672379696769945
lt0.3943472409152086
sq0.3923024983119514
it0.3784530386740331
tr0.3585174625801853
da0.35437589670014347
no0.3263473053892215
de0.32228915662650603
pt0.3197278911564626
sv0.3181818181818182
cs0.3135011441647597
hr0.27826784282277467
sk0.2730210016155089
lv0.2665036674816626
pl0.26350245499181674
fi0.26168990976210005
hu0.25
tl0.24559932942162618
yo0.24114671163575044
ms0.20704845814977973
az0.1899189918991899
et0.18032786885245902
is0.12959381044487428
vi0.09819639278557114
hi0.07975460122699386
eu0.07692307692307693
reliabletrue
passestrue
2
name"Hunter"
dialogue"I’m sorry, I didn't catch that. Do you speak English? I’m just trying to ask if you saw anything out of the ordinary near the trees."
detectedLang"en"
heavyLang"en"
scores
en0.820475995075913
tl0.6276595744680852
sv0.4254760341431385
hr0.37589158345221113
no0.375
yo0.3736578382247674
cs0.37005039596832257
it0.3401206636500754
sq0.3289877300613497
pl0.3158717748240813
da0.3099369085173501
sk0.2774566473988439
ms0.2726517040731505
sl0.2683946488294314
ca0.2647058823529412
ro0.2647058823529412
et0.2324561403508772
pt0.22634836427939875
fr0.21875
lt0.2110009017132552
de0.2081447963800905
is0.20018281535648996
nl0.1935483870967742
lv0.17452830188679244
vi0.16587225929456625
eu0.08376963350785341
be0.07407407407407407
tr0.07407407407407407
es0.07112526539278131
hu0.07112526539278131
az0.06716417910447761
uk0.06716417910447761
reliabletrue
passestrue
3
name"Marie"
dialogue"Je ne comprends pas ce que vous dites. Je suis désolée, je ne parle pas anglais. Mais j'ai vu quelque chose... quelque chose de terrible à travers mon objectif. Je suis tellement secouée."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8050770625566637
ca0.601113172541744
en0.6008169327887115
pt0.5384285100901675
es0.5354364736387208
ro0.4902797534376481
nl0.4794188861985472
it0.4768856447688564
sl0.37933025404157045
sq0.3782533256217467
lt0.37390797903319745
de0.3717124488603156
tl0.3709771796372147
hr0.34210526315789475
da0.3289637952559301
cs0.32304785894206545
no0.29089709762532984
yo0.2904290429042904
ms0.28141711229946526
sk0.28093645484949836
tr0.2780389523169913
hu0.25708362128541806
et0.2440225035161744
lv0.23104434907010016
sv0.21761280931586607
pl0.20897718910963944
az0.19415292353823088
fi0.12029459901800327
is0.07087294727744166
hi0.06764960971379011
eu0.061135371179039305
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I don't mean to pester you, but you look like you've seen a ghost. If you saw something related to the disappearances, I need to know. Can you point to where it happened?"
detectedLang"en"
heavyLang"en"
scores
en0.8084828101644245
tl0.5308924485125858
fr0.47890188103711234
da0.4037230948225713
no0.40233236151603496
sq0.38585979628520073
ca0.38290186634557494
pl0.36453812771233723
sk0.3454661558109834
yo0.3391360412637009
sv0.3387096774193548
pt0.3365695792880259
cs0.3300653594771242
hr0.3211920529801325
ms0.318936877076412
ro0.3139223560910308
it0.30649526387009474
es0.29553264604811
et0.2906574394463668
lv0.2881944444444444
nl0.283717679944095
tr0.21875
de0.21815408085430968
hu0.21815408085430968
sl0.2133537989255564
lt0.19544740973312402
az0.1700404858299595
is0.11865864144453997
vi0.11485319516407601
hi0.09131205673758866
be0.0639269406392694
eu0.0639269406392694
fi0.057904411764705885
uk0.057904411764705885
reliabletrue
passestrue
5
name"Marie"
dialogue"S'il vous plaît, ne me regardez pas comme ça. Tout est si étrange ici. Je veux juste rester tranquille et regarder mes photos, mais je n'ose même plus les ouvrir."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8074166965245433
ca0.5477492637778713
no0.4993013507219376
nl0.4902797534376481
en0.48931116389548696
es0.477648202137998
da0.4633050424363455
pt0.4633050424363455
sq0.4481519507186858
tl0.4467318579516212
et0.430614406779661
ro0.4192328471096704
it0.412568306010929
sl0.3892045454545454
sv0.3616389548693587
lt0.3527995183624323
de0.3234738829452486
cs0.3042071197411003
hr0.30194805194805197
ms0.27900737759892685
sk0.2716802168021681
lv0.2181818181818182
fi0.21360643745427946
yo0.21013960323291697
tr0.20605612998522896
pl0.17498081350729086
hu0.11885245901639345
eu0.11376751854905194
az0.0989103101424979
vi0.07566638005159072
hi0.06684027777777778
reliabletrue
passestrue
6
name"Hunter"
dialogue"I'm trying to help, I just can't understand a word you're saying. Is it the camera? Did you take a photo of something? Just show me."
detectedLang"en"
heavyLang"en"
scores
en0.8186015831134564
tl0.5933957614588468
no0.5220162224797219
nl0.5086360929124479
yo0.4791666666666667
da0.45687952600395
sv0.44963308872581725
cs0.42827442827442824
fr0.4008714596949891
sq0.3857036485480268
it0.3668457405986186
ro0.3584758942457232
ca0.3544600938967136
pl0.34988179669030733
sk0.33894230769230765
de0.3346774193548387
es0.3325242718446602
is0.3226600985221675
pt0.3170529801324503
hu0.3136439267886855
sl0.3136439267886855
ms0.3125
hr0.30788590604026844
lv0.29245283018867924
et0.28135888501742157
lt0.23184357541899442
tr0.23041044776119401
fi0.14330218068535827
az0.13883089770354906
vi0.13883089770354906
hi0.08536585365853659
be0.0782122905027933
eu0.0782122905027933
uk0.07094594594594594
reliabletrue
passestrue
7
name"Marie"
dialogue"Non... c'est trop effrayant. Si je vous montre, est-ce que je serai en sécurité ? Je ne me sens pas en sécurité ici."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8229847494553377
ca0.5715227422544495
ro0.570957095709571
it0.5692511597084162
es0.5289855072463767
sl0.4693877551020409
sq0.46764946764946763
pt0.4546979865771812
nl0.411231884057971
cs0.4014732965009208
sk0.38967136150234744
no0.36336924583741426
lt0.3608652900688299
ms0.35064935064935066
yo0.34673366834170855
hr0.34541792547834843
tr0.34277047522750254
fi0.3200836820083682
tl0.3172268907563025
en0.28017718715393136
da0.2415402567094516
sv0.2415402567094516
eu0.19950738916256158
de0.18032786885245902
is0.1709183673469388
lv0.13678618857901728
et0.12751677852348994
pl0.12280701754385964
hu0.11202185792349727
reliabletrue
passestrue
8
name"Hunter"
dialogue"Dammit... excuse me, I have to take this. It’s the station. Look, just... stay here. I'll find someone who can translate. Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.8054474708171206
tl0.5760598503740648
da0.4901019796040792
no0.4637223974763407
sv0.44371727748691103
sq0.44335297969875576
yo0.3988684582743989
pl0.371301775147929
nl0.35945742275810094
fr0.3516399694889397
hr0.3491577335375191
it0.33903576982892686
sl0.32486100079428115
et0.3078175895765472
ca0.30156121610517667
cs0.2963576158940397
de0.28209459459459457
ro0.28209459459459457
sk0.2772108843537415
lv0.2703862660944206
lt0.26660914581535805
ms0.247787610619469
tr0.24039320822162644
az0.23561151079136694
es0.2321589882565492
pt0.22445255474452555
fi0.15590863952333664
vi0.15084915084915085
zh0.08306364617044228
be0.07608695652173912
eu0.07306434023991276
hu0.07306434023991276
is0.06900328587075576
uk0.06900328587075576
reliabletrue
passestrue