Run: 2026-05-10-01KR8WCPF6K9215P1VFTDHF3V5

Run Details

Model:
Gemma 4 31B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
46.7s
Cost:
$0.000462
Provider:
DeepInfra

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. You're the student on the exchange program, right? I'm Detective Hunter. I'm questioning everyone who was near the town square yesterday afternoon. Did you see anything unusual around four o'clock?" Melanie: "Oh mein Gott... ja, ich habe etwas gesehen! Es war so seltsam... ich zittere immer noch." Hunter: "I'm sorry? Do you speak English?" Melanie: "Nein, ich spreche kein Englisch. Aber schauen Sie! Ich habe es mit meiner Kamera festgehalten. Da war ein Mann im Wald, direkt hinter den alten Apfelbäumen! Er sah so... bedrohlich aus." Hunter: "I have no idea what you're saying. Are you trying to show me your photos? Just slow down." Melanie: "Bitte! Sie müssen mir glauben! Er hat jemanden mitgezogen! Ich glaube, er hat die Person entführt! Es war furchtbar!" Hunter: "Look, I can tell you're upset, but we're getting nowhere here. I don't speak a word of German. Just stay right there, I'll see if I can find someone who—" (Phone rings) "Hold that thought. I have to take this. Don't move."
created_at"2026-05-10T12:04:32.366Z" 5/10/2026, 12:04:32 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1709
moderation_latency(null)
generation_time46612
tokens_prompt319
tokens_completion1065
native_tokens_prompt303
native_tokens_completion1112
native_tokens_completion_images(null)
native_tokens_reasoning797
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)
usage0.00046195
router(null)
provider_responses
0
endpoint_id"4149ab03-3b69-45a0-b94c-6c253b8641a1"
id"chatcmpl-R4n7rGZ9lw6IPLinELTIjt2q"
is_byokfalse
latency54
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"DeepInfra"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778414672-r6iuxUxjrTtwhlq4sRO2"
session_id(null)
api_type"completions"
id"gen-1778414672-j5R6Et6qv5ST1mSJ5KD3"
upstream_id"chatcmpl-R4n7rGZ9lw6IPLinELTIjt2q"
total_cost0.00046195
cache_discount(null)
upstream_inference_cost0
provider_name"DeepInfra"
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. You're the student on the exchange program, right? I'm Detective Hunter. I'm questioning everyone who was near the town square yesterday afternoon. Did you see anything unusual around four o'clock?"
detectedLang"en"
heavyLang"en"
scores
en0.7941131615067867
tl0.6038732394366197
fr0.47100313479623823
nl0.44214876033057854
no0.42845046570702794
da0.4089316987740806
it0.39759036144578314
sq0.3565300285986654
et0.35251798561151076
pt0.3493975903614458
ro0.3353028064992614
de0.3280238924838228
sv0.3150684931506849
es0.30088037286380115
ca0.3005181347150259
ms0.2857142857142857
cs0.2694805194805195
sk0.23857868020304565
sl0.2303306727480046
hr0.22010398613518195
pl0.21052631578947367
yo0.2025989367985824
tr0.18280871670702178
lt0.15413533834586465
fi0.14285714285714285
hu0.13015463917525774
lv0.09698996655518395
is0.07534246575342467
hi0.058577405857740586
az0.05263157894736842
eu0.0445859872611465
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh mein Gott... ja, ich habe etwas gesehen! Es war so seltsam... ich zittere immer noch."
detectedLang"de"
heavyLang"de"
scores
de0.8095238095238095
nl0.497991967871486
en0.44506104328523866
et0.42594718714121704
ca0.3983152827918171
sl0.38800489596083226
sk0.3857493857493857
da0.37810945273631835
no0.3710691823899371
sv0.358974358974359
fi0.32523616734143057
lv0.3197278911564626
yo0.2867332382310985
eu0.2805755395683453
pl0.2805755395683453
it0.25925925925925924
es0.22720247295208654
is0.17081260364842457
hu0.16943521594684383
vi0.1652754590984975
lt0.1539763113367174
ro0.1539763113367174
tl0.14965986394557826
fr0.13043478260869565
sq0.13043478260869565
tr0.1243432574430823
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm sorry? Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7958257713248639
tl0.5526838966202784
pt0.5322245322245323
cs0.48394495412844035
hr0.460431654676259
pl0.3885869565217392
sk0.3697478991596639
sl0.34782608695652173
sq0.34210526315789475
vi0.33035714285714285
it0.30769230769230765
no0.267100977198697
yo0.25742574257425743
da0.24242424242424243
de0.24242424242424243
ms0.24242424242424243
ro0.24242424242424243
sv0.24242424242424243
reliabletrue
passestrue
3
name"Melanie"
dialogue"Nein, ich spreche kein Englisch. Aber schauen Sie! Ich habe es mit meiner Kamera festgehalten. Da war ein Mann im Wald, direkt hinter den alten Apfelbäumen! Er sah so... bedrohlich aus."
detectedLang"de"
heavyLang"de"
scores
de0.8056775937816829
no0.5770503861713866
nl0.5298446443172526
da0.504950495049505
sv0.45133587786259544
en0.41236586612161474
sl0.3787142085359265
ms0.35646334639059873
sk0.33831990794016115
es0.3360277136258661
hr0.3348756506651243
ro0.3325594892629135
ca0.31137724550898205
it0.310964649490713
tl0.2996345919610231
is0.29447852760736193
pl0.28169893816364777
tr0.2684478371501272
pt0.26376440460947503
fr0.23179692718770878
eu0.22973878097789682
lt0.2144808743169399
sq0.18555240793201136
lv0.17857142857142858
cs0.16907514450867053
az0.16302765647743814
yo0.14877868245743894
hu0.1417910447761194
vi0.12347560975609757
et0.09591194968553458
fi0.08874801901743265
reliabletrue
passestrue
4
name"Hunter"
dialogue"I have no idea what you're saying. Are you trying to show me your photos? Just slow down."
detectedLang"en"
heavyLang"en"
scores
en0.817264183780021
tl0.5635910224438903
ca0.4868035190615836
no0.4570837642192347
es0.4360902255639098
da0.42622950819672134
lv0.42434210526315785
pt0.421806167400881
hr0.4040862656072645
pl0.3902439024390244
cs0.37425506555423127
sk0.3597560975609756
sq0.34944237918215615
it0.34375
fr0.34210526315789475
et0.3312101910828026
tr0.32950191570881227
lt0.31994818652849744
sv0.3137254901960784
ms0.31282722513089006
ro0.3119266055045872
nl0.3064729194187582
yo0.29906542056074764
sl0.284741144414169
hi0.12790697674418602
fi0.125
de0.1191275167785235
be0.11764705882352942
hu0.11317567567567569
az0.10714285714285714
is0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
5
name"Melanie"
dialogue"Bitte! Sie müssen mir glauben! Er hat jemanden mitgezogen! Ich glaube, er hat die Person entführt! Es war furchtbar!"
detectedLang"de"
heavyLang"de"
scores
de0.8123220295107431
nl0.5821325648414986
da0.5298313878080415
no0.5124411566913248
sv0.42596991290577996
en0.3717504332755633
tr0.3317972350230415
hu0.3299445471349353
es0.3028846153846154
ca0.29816069699903197
is0.2933723196881091
pl0.2828882294757666
et0.2579324462640737
sq0.23924449108079748
lv0.21195652173913043
sk0.20154185022026433
az0.1997792494481236
ms0.19533851276359598
yo0.19533851276359598
fr0.1844769403824522
it0.18355855855855857
lt0.18355855855855857
hr0.17986425339366516
pt0.15990730011587484
tl0.15990730011587484
ro0.103831891223733
cs0.07525510204081631
reliabletrue
passestrue
6
name"Hunter"
dialogue"Hold that thought. I have to take this. Don't move."
detectedLang"en"
heavyLang"en"
scores
en0.8439125910509886
da0.6259351620947631
tl0.5951417004048583
pl0.46524064171123
hr0.4594594594594595
no0.45848375451263534
cs0.44029850746268656
yo0.42748091603053434
sk0.40476190476190477
sl0.39879759519038077
lv0.3814432989690722
lt0.3576017130620985
ca0.3150684931506849
sv0.3150684931506849
sq0.3087557603686636
it0.27710843373493976
ro0.23076923076923078
be0.1891891891891892
tr0.1891891891891892
hu0.18256130790190736
az0.17355371900826447
et0.17355371900826447
is0.17355371900826447
uk0.17355371900826447
vi0.17355371900826447
reliabletrue
passestrue