Run: 2026-05-10-01KR8ZWDM49BBB78PACNJE8S9E

Run Details

Model:
Gemma 4 31B
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
18.7s
Cost:
$0.000255
Provider:
Together

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? You’re the student staying at the boarding house, right? I'm Detective Hunter. I need to ask you a few questions about what you saw near the orchard last night." Marie: "Oh! Mon Dieu... vous êtes la police? Je ne comprends pas... je suis tellement secouée." Hunter: "I don't follow. Look, I just need to know if you saw anyone heading toward the woods before the alarm went off. Just a yes or no will do." Marie: "Je vous assure, c'était étrange! Il y avait une ombre, quelque chose de grand... j'ai essayé de prendre une photo, mais c'était trop rapide. J'ai peur que cela recommence." Hunter: "Slow down. I have no idea what you're saying. Do you speak English? Any English at all?" Marie: "L'anglais? Non, désolée. Je ne parle que français. Est-ce que vous comprenez? C'était terrifiant!" Hunter: "Great. Just great. I'm talking to a brick wall. Look, can you just show me the camera? The photos? Just hand me the camera." Marie: "Quoi? Mes photos? Je... je peux vous les montrer, oui, mais je ne comprends pas pourquoi vous criez!" Hunter: "I'm not shouting, I'm being direct. Now, if you could just—" *(Phone rings; Hunter holds up a finger to silence her and answers)* "Hunter here. What? Another one? Where? I'm on my way." *(To Marie)* "Listen, I have to go. Stay here. Don't delete anything on that camera. I'll be back with someone who actually speaks your language."
created_at"2026-05-10T13:05:33.325Z" 5/10/2026, 1:05:33 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency462
moderation_latency(null)
generation_time18574
tokens_prompt316
tokens_completion374
native_tokens_prompt314
native_tokens_completion384
native_tokens_completion_images(null)
native_tokens_reasoning0
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)
usage0.0002548
router(null)
provider_responses
0
endpoint_id"9d4644e9-a5e5-41f4-b810-d75f484d2c24"
is_byokfalse
latency22
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Parasail"
status429
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endpoint_id"576fca5b-f09c-4bda-b560-9989c39ac3ab"
id"oiXjpS5-zfFMX-9f9927f784822aab"
is_byokfalse
latency462
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Together"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778418333-R34MtM7gFlXF6iXCYsZQ"
session_id(null)
api_type"completions"
id"gen-1778418333-pJLEUulR6s3jMWar49kr"
upstream_id"oiXjpS5-zfFMX-9f9927f784822aab"
total_cost0.0002548
cache_discount(null)
upstream_inference_cost0
provider_name"Together"
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? You’re the student staying at the boarding house, right? I'm Detective Hunter. I need to ask you a few questions about what you saw near the orchard last night."
detectedLang"en"
heavyLang"en"
scores
en0.8128431209449343
tl0.6633752244165171
fr0.545086938940558
no0.5157124408092983
da0.4745446053246146
it0.4538834951456311
nl0.44113263785394935
ca0.42070030895983523
ro0.40031982942430705
sq0.39123376623376627
cs0.3697478991596639
pt0.36079545454545453
hr0.3409490333919156
es0.33549911399881865
sv0.32795698924731176
sk0.32228915662650603
yo0.3177683444511825
de0.31652490886998785
et0.31066176470588236
pl0.30896805896805896
ms0.30167597765363136
sl0.3008079552517091
lv0.22413793103448276
lt0.22091412742382271
hu0.20042643923240938
az0.19871794871794873
tr0.19757489300998574
is0.15730337078651685
fi0.10926365795724466
vi0.10572337042925278
be0.058577405857740586
eu0.058577405857740586
uk0.05303030303030303
reliabletrue
passestrue
1
name"Marie"
dialogue"Oh! Mon Dieu... vous êtes la police? Je ne comprends pas... je suis tellement secouée."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8037816625044595
ca0.5919881305637982
ro0.5855312735493595
en0.5811119573495811
nl0.5782208588957055
it0.5709828393135725
tl0.5171202809482002
es0.4888475836431227
hr0.48356807511737093
cs0.462890625
sq0.458128078817734
sl0.4570582428430405
lt0.40540540540540543
sk0.39890710382513656
yo0.3663594470046083
de0.36194895591647336
no0.3612078977932636
pt0.3234932349323493
tr0.32098765432098764
pl0.30904522613065327
da0.29936305732484075
hu0.2857142857142857
lv0.25876010781671155
et0.2434662998624484
fi0.23822714681440443
ms0.23184357541899442
sv0.21652421652421652
az0.2005813953488372
eu0.14596273291925466
vi0.13249211356466878
hi0.12420382165605094
reliabletrue
passestrue
2
name"Hunter"
dialogue"I don't follow. Look, I just need to know if you saw anyone heading toward the woods before the alarm went off. Just a yes or no will do."
detectedLang"en"
heavyLang"en"
scores
en0.8213159554340971
tl0.595430747263208
no0.47400990099009904
pl0.4501940491591203
sk0.42528735632183906
yo0.41540577716643745
hr0.4089012517385257
cs0.4051784464660602
da0.39759036144578314
sv0.39587775408670933
pt0.37545922116091107
ca0.36377245508982037
sq0.3205435651478817
it0.3189102564102564
lv0.3122977346278317
et0.30156121610517667
es0.2892976588628763
ms0.2875104777870914
nl0.2875104777870914
sl0.2802709568162574
tr0.2685025817555938
hu0.26022628372497825
fr0.24309884238646481
lt0.22656960873521384
vi0.22303473491773307
ro0.21223354958294718
az0.19811320754716982
is0.19811320754716982
de0.16911045943304007
be0.07608695652173912
eu0.07608695652173912
fi0.06900328587075576
uk0.06900328587075576
reliabletrue
passestrue
3
name"Marie"
dialogue"Je vous assure, c'était étrange! Il y avait une ombre, quelque chose de grand... j'ai essayé de prendre une photo, mais c'était trop rapide. J'ai peur que cela recommence."
detectedLang"fr"
heavyLang"fr"
scores
fr0.817127564674398
en0.5743355481727574
pt0.5340909090909092
ca0.5041122399612966
it0.4844064386317908
es0.4653103808033386
tl0.40888119953863894
nl0.3869617224880383
no0.38178528347406515
da0.358974358974359
yo0.35857321652065083
de0.3537200504413619
ro0.34754933163590074
sv0.3335500650195058
sl0.2796907940969782
cs0.2694226657163222
tr0.2379182156133829
hr0.236783320923306
sk0.21695951107715813
pl0.20604182804027887
sq0.1556836902800659
az0.1479634247714048
vi0.08726625111308993
hu0.08645276292335115
hi0.06987295825771324
eu0.0639269406392694
et0.06307129798903108
lv0.06135531135531135
ms0.057904411764705885
lt0.0544280442804428
reliabletrue
passestrue
4
name"Hunter"
dialogue"Slow down. I have no idea what you're saying. Do you speak English? Any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8195597257307831
tl0.5780590717299579
no0.5283018867924528
da0.5159728944820909
ca0.491353001017294
hr0.46351931330472107
pl0.4075829383886255
sq0.3924665856622114
cs0.3872549019607844
sk0.3710691823899371
pt0.37027707808564225
sv0.36061381074168797
it0.34810951760104303
tr0.3403693931398417
es0.3093922651933701
lv0.2795389048991354
vi0.258160237388724
yo0.24812030075187969
ro0.24471299093655588
et0.23195084485407066
ms0.2295839753466872
de0.22360248447204967
sl0.1935483870967742
be0.12280701754385964
hu0.11816578483245149
az0.11190053285968028
is0.11190053285968028
lt0.11190053285968028
uk0.11190053285968028
reliabletrue
passestrue
5
name"Marie"
dialogue"L'anglais? Non, désolée. Je ne parle que français. Est-ce que vous comprenez? C'était terrifiant!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8094834885690093
ca0.5926372963186481
it0.5778611632270169
es0.5
ro0.4992581602373888
pt0.46513470681458
en0.4578313253012048
sl0.43324937027707805
lt0.3924392439243924
hr0.38580527752502275
nl0.38468550592525064
cs0.34908389585342336
sq0.3202416918429003
lv0.3181818181818182
eu0.3133265513733469
pl0.2983367983367983
sk0.2983367983367983
de0.2961418143899896
hu0.29467084639498436
yo0.2647058823529412
tr0.24242424242424243
no0.22591743119266056
az0.22502870264064295
da0.21875
sv0.21875
tl0.18967587034813926
fi0.17883211678832117
et0.15730337078651685
ms0.15307402760351316
is0.08038147138964578
reliabletrue
passestrue
6
name"Hunter"
dialogue"Great. Just great. I'm talking to a brick wall. Look, can you just show me the camera? The photos? Just hand me the camera."
detectedLang"en"
heavyLang"en"
scores
en0.8059280169371913
tl0.5867768595041323
nl0.5696400625978091
fr0.5571658615136876
sv0.4675701839303001
ca0.4570582428430405
pt0.4532803180914513
no0.45054945054945056
es0.42886812045690553
ro0.41921858500527986
de0.4066882416396979
it0.39759036144578314
yo0.39759036144578314
cs0.38271604938271603
sl0.35217903415783275
sq0.3514150943396226
ms0.35064935064935066
lt0.32598039215686275
lv0.3234932349323493
sk0.3226600985221675
et0.32098765432098764
da0.3159203980099502
pl0.3037974683544304
hr0.2930591259640103
hu0.22096317280453256
tr0.21875
az0.2109038737446198
is0.20977011494252876
fi0.2005813953488372
hi0.12280701754385964
eu0.11290322580645161
vi0.11290322580645161
reliabletrue
passestrue
7
name"Marie"
dialogue"Quoi? Mes photos? Je... je peux vous les montrer, oui, mais je ne comprends pas pourquoi vous criez!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8090940645609165
ca0.5782208588957055
es0.4990892531876139
lt0.462890625
en0.45219123505976094
pt0.4444444444444444
sq0.41921858500527986
nl0.40796555435952636
it0.39759036144578314
hr0.3840985442329227
tl0.358974358974359
sl0.35370152761457113
de0.3460166468489893
ro0.33171324422843257
cs0.2939666238767651
yo0.28756476683937826
sk0.27055702917771884
lv0.2403314917127072
tr0.21763869132290184
no0.21652421652421652
fi0.2109038737446198
pl0.1419656786271451
ms0.13249211356466878
hu0.12974683544303797
hi0.12280701754385964
da0.09688013136288999
sv0.09688013136288999
reliabletrue
passestrue
8
name"Hunter"
dialogue"Listen, I have to go. Stay here. Don't delete anything on that camera. I'll be back with someone who actually speaks your language."
detectedLang"en"
heavyLang"en"
scores
en0.8106880138468194
tl0.5742092457420924
ro0.45618396519577376
da0.4500314267756128
no0.438382541720154
yo0.38553370786516855
pl0.37275985663082434
ca0.3714080459770115
et0.36777456647398843
sq0.34652725914861837
sv0.3406179351921628
nl0.32432432432432434
hr0.32327919566898683
es0.3180046765393608
fr0.3174726989079563
it0.3131868131868132
ms0.3099369085173501
cs0.29943955164131303
hu0.28454619787408014
de0.2827868852459016
lt0.28101889893179954
fi0.27864798021434456
sk0.27864798021434456
pt0.2578456318914334
lv0.23647469458987785
sl0.22566371681415928
is0.19871794871794873
tr0.19503219871205152
eu0.1822429906542056
hi0.08759124087591241
be0.07407407407407407
az0.06716417910447761
uk0.06716417910447761
vi0.06716417910447761
reliabletrue
passestrue