Run: 2026-05-10-01KR91DPNB4BEFK41SSV2W5S6Y

Run Details

Model:
Gemma 4 26B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
25.2s
Cost:
$0.000605
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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, miss? Detective Hunter. I saw you out by the trailhead earlier with your camera. I was wondering if you saw anything unusual near the orchard yesterday evening?" Melanie: "Ich... ich weiß nicht, ob ich das sagen soll. Es war schrecklich. Die Stille war so... unnatürlich." *(I... I don't know if I should say this. It was terrible. The silence was so... unnatural.)* Hunter: "I’m sorry? I didn't catch that. Do you speak English?" Melanie: "Was? Nein, ich verstehe Sie nicht. Warum schauen Sie mich so an?" *(What? No, I don't understand you. Why are you looking at me like that?)* Hunter: "Look, I'm not trying to intimidate you. I'm just investigating some people going missing in town. Did you see anyone? Anyone out of place near the woods?" Melanie: (Gesturing frantically toward her camera screen) "Sehen Sie! Hier, im Schatten der Bäume... Da war etwas. Ich habe es fast fotografiert, aber dann bin ich weggelaufen." *(Look! Here, in the shadows of the trees... There was something. I almost photographed it, but then I ran away.)* Hunter: "I... I don't understand a word you're saying, but you're shaking. Are you alright? Do you need help?" (Hunter's phone rings loudly) Hunter: "Excuse me. I’ve got to take this. It's the precinct. Sorry."
created_at"2026-05-10T13:32:28.211Z" 5/10/2026, 1:32:28 PM
model"google/gemma-4-26b-a4b-it-20260403"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency195
moderation_latency(null)
generation_time24679
tokens_prompt319
tokens_completion1941
native_tokens_prompt315
native_tokens_completion1913
native_tokens_completion_images(null)
native_tokens_reasoning1606
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)
usage0.0006054
router(null)
provider_responses
0
endpoint_id"d71c6981-347d-4622-a86b-2c9e5d0f2c6c"
is_byokfalse
latency67
model_permaslug"google/gemma-4-26b-a4b-it-20260403"
provider_name"DeepInfra"
status429
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endpoint_id"e2a16fa6-1f65-413e-9ecb-93901089ddb1"
id"id-1778419948388"
is_byokfalse
latency112
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-1778419948-qjgnyp53nG4pWxMhXP5C"
session_id(null)
api_type"completions"
id"gen-1778419948-ZOfIc4djksngqvHxbsP2"
upstream_id"id-1778419948388"
total_cost0.0006054
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? Detective Hunter. I saw you out by the trailhead earlier with your camera. I was wondering if you saw anything unusual near the orchard yesterday evening?"
detectedLang"en"
heavyLang"en"
scores
en0.7873202349605023
tl0.5936532507739938
nl0.5724755700325733
no0.4944631680308137
da0.47864945382323737
sv0.4485294117647059
ro0.4360902255639098
ms0.4312026002166848
fr0.42716857610474634
de0.39306358381502887
it0.38988959907030796
sq0.36823104693140796
es0.3367024636765635
pt0.31729518855656696
ca0.3132766514061478
cs0.26880222841225626
yo0.21111945905334337
et0.2003046458492003
pl0.18856259659969088
sl0.16930379746835442
sk0.16534181240063595
hr0.1640127388535032
is0.14145543744889613
tr0.10941475826972011
fi0.06666666666666668
be0.0625
hu0.05998209489704566
az0.05660377358490566
lt0.05660377358490566
lv0.05660377358490566
uk0.05660377358490566
vi0.05660377358490566
reliabletrue
passestrue
1
name"Melanie"
dialogue"Ich... ich weiß nicht, ob ich das sagen soll. Es war schrecklich. Die Stille war so... unnatürlich."
detectedLang"de"
heavyLang"de"
scores
de0.8202563301031572
nl0.5184254606365158
da0.4138634046890927
en0.41086065573770486
no0.3960084033613445
sl0.3451025056947608
sv0.3290548424737456
es0.2866004962779156
sk0.2857142857142857
yo0.27122940430925224
lv0.24540682414698162
et0.23638778220451526
pt0.22402159244264505
tl0.21662125340599456
lt0.21555252387448842
ca0.203601108033241
sq0.20249653259361997
fi0.18323863636363635
fr0.17027417027417027
pl0.16666666666666666
hu0.15066469719350073
cs0.14814814814814814
vi0.14688427299703263
hr0.1043613707165109
is0.1043613707165109
it0.1043613707165109
reliabletrue
passestrue
2
name"Hunter"
dialogue"I’m sorry? I didn't catch that. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8102466793168881
tl0.6453900709219859
hr0.4528043775649795
cs0.441340782122905
sv0.42938659058487877
it0.42028985507246375
pl0.4020926756352765
pt0.3902439024390244
sq0.38556067588325654
no0.3620414673046252
da0.3453355155482815
sk0.33774834437086093
vi0.30313588850174217
yo0.2920353982300885
ro0.28825622775800713
de0.2687385740402194
ca0.25650557620817843
sl0.23076923076923078
fr0.18533604887983707
ms0.15254237288135594
be0.14893617021276595
tr0.14893617021276595
hu0.14346895074946467
az0.13606911447084233
et0.13606911447084233
is0.13606911447084233
lt0.13606911447084233
lv0.13606911447084233
uk0.13606911447084233
reliabletrue
passestrue
3
name"Melanie"
dialogue"Was? Nein, ich verstehe Sie nicht. Warum schauen Sie mich so an?"
detectedLang"de"
heavyLang"de"
scores
de0.8423334647221127
nl0.5550611790878754
en0.5321637426900585
pl0.4587280108254398
yo0.43422913719943423
sk0.36507936507936506
vi0.34210526315789475
ro0.2805755395683453
no0.27404718693284935
sl0.27404718693284935
fr0.26335174953959484
eu0.20634920634920634
cs0.2
da0.2
tl0.18032786885245902
ms0.16666666666666666
lt0.16142557651991615
hu0.15254237288135594
it0.15254237288135594
tr0.15074309978768577
is0.14346895074946467
es0.13606911447084233
pt0.13606911447084233
az0.12854030501089325
ca0.12854030501089325
sq0.12854030501089325
sv0.12854030501089325
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I'm not trying to intimidate you. I'm just investigating some people going missing in town. Did you see anyone? Anyone out of place near the woods?"
detectedLang"en"
heavyLang"en"
scores
en0.8229740361919748
tl0.6585735963581183
nl0.46236559139784944
ro0.45848375451263534
sv0.44717444717444715
de0.42159383033419023
fr0.4140625
no0.39312204989885363
it0.39065673662830064
et0.375
da0.3679775280898876
cs0.34971098265895956
sl0.34545454545454546
yo0.33085501858736055
pt0.3248312078019505
ms0.31662870159453305
is0.29632525410476934
ca0.2885375494071147
az0.2747784045124899
hr0.26229508196721313
pl0.2474916387959866
sk0.23076923076923078
lt0.20353982300884957
es0.1949910554561717
sq0.17883211678832117
lv0.1758241758241758
tr0.14448669201520914
fi0.13211186113789777
reliabletrue
passestrue
5
name"Melanie"
dialogue"Sehen Sie! Hier, im Schatten der Bäume... Da war etwas. Ich habe es fast fotografiert, aber dann bin ich weggelaufen."
detectedLang"de"
heavyLang"de"
scores
de0.8173404773502191
no0.5136186770428015
nl0.49866310160427807
da0.4608195542774982
pl0.40476190476190477
sv0.35008665511265163
tr0.34210526315789475
ca0.33274021352313166
hr0.32249322493224936
sk0.3218806509945751
en0.31002759889604414
es0.30683918669131244
it0.29775280898876405
sl0.25742574257425743
pt0.24849699398797598
lv0.24395161290322584
ms0.24318869828456105
eu0.2416582406471183
lt0.22440537745604963
fi0.20550847457627117
ro0.20127795527156547
az0.18032786885245902
fr0.1638795986622074
sq0.15254237288135594
cs0.1515837104072398
et0.13990825688073394
hu0.11971830985915494
yo0.09090909090909091
tl0.07749077490774908
vi0.07749077490774908
reliabletrue
passestrue
6
name"Hunter"
dialogue"I... I don't understand a word you're saying, but you're shaking. Are you alright? Do you need help?"
detectedLang"en"
heavyLang"en"
scores
en0.8183619550858654
tl0.5880149812734082
no0.5499181669394435
da0.5158450704225351
cs0.49168207024029575
sv0.4675701839303001
pl0.4510978043912176
ro0.45054945054945056
sk0.434737923946557
de0.4294605809128631
hr0.4028230184581976
pt0.40021810250817885
yo0.394273127753304
fr0.3888888888888889
nl0.3888888888888889
sq0.3699885452462772
is0.33973589435774315
ca0.3325242718446602
et0.3251533742331288
tr0.3099121706398996
vi0.30730478589420657
it0.3037974683544304
hu0.28848641655886154
sl0.2763157894736842
lt0.20863309352517986
az0.19472913616398244
lv0.19472913616398244
es0.1935483870967742
be0.11290322580645161
eu0.11290322580645161
fi0.10277324632952692
ms0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue
7
name"Hunter"
dialogue"Excuse me. I’ve got to take this. It's the precinct. Sorry."
detectedLang"en"
heavyLang"en"
scores
en0.7759103641456583
tl0.5876288659793815
sl0.48119325551232167
no0.4244604316546763
pt0.4143484626647145
it0.40119760479041916
yo0.37888198757763975
nl0.37791601866251945
sq0.3610223642172524
sk0.34102141680395387
lv0.33554817275747506
es0.3254637436762226
hr0.313893653516295
da0.3127147766323024
fr0.29701230228471004
ms0.28825622775800713
sv0.2766726943942134
pl0.2523364485981308
cs0.24670433145009416
lt0.20634920634920634
ro0.19517102615694165
et0.1919191919191919
ca0.16666666666666666
fi0.15789473684210525
reliabletrue
passestrue