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Run: 2026-02-16-01KHM5SGTYFBG2CKSRZCJB95GR
Run Details
Model:
DeepSeek V3 (2025-03-24)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
15.5s
Cost:
$0.000463
Provider:
AtlasCloud
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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."
Model response
Messages
Meta
AI
Here’s the dialogue as a voice sheet: --- **Isabella:** *(sitting at the café, frowning at her camera, muttering in Italian)* "Non può essere... questo non ha senso..." *(It can't be... this doesn't make sense...)* **Hunter:** *(approaching, standing stiffly)* "Excuse me, ma’am. Mind if I ask you a few questions?" **Isabella:** *(startled, looks up, confused)* "Mi scusi? Non parlo inglese..." *(I'm sorry? I don't speak English...)* **Hunter:** *(frustrated, rubs his temple)* "Right. Uh... do you know anything about the missing person? The woman who vanished near the orchard?" *(mimes searching with his hands, as if that helps)* **Isabella:** *(eyes widen, grips her camera tighter, speaking rapidly in Italian)* "Ho visto qualcosa... una luce strana, ieri sera. Ma non so se—" *(I saw something... a strange light, last night. But I don’t know if—)* **Hunter:** *(holds up a hand, shaking his head)* "I don’t—I don’t understand. Do you know anyone who speaks English?" **Isabella:** *(frustrated, points to her camera, then to the street, speaking emphatically)* "La fotocamera! C'è qualcosa nelle foto!" *(The camera! There’s something in the photos!)* **Hunter:** *(squints at the camera, then sighs as his phone rings)* "Hold on." *(answers phone)* "Detective Hayes." *(listens, then frowns)* "Yeah. On my way." *(hangs up, turns back to Isabella, points at her camera, then at himself)* "I’ll be back. Don’t go anywhere." **Isabella:** *(nods, though she clearly doesn’t understand, clutching her camera protectively)* "Va bene..." *(Okay...)* **Hunter:** *(mutters as he walks away)* "Great. Just great." --- Let me know if you'd like any adjustments!
created_at
"2026-02-16T21:30:52.126354+00:00"
2/16/2026, 9:30:52 PM
model
"deepseek/deepseek-chat-v3-0324"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
2333
moderation_latency
(null)
generation_time
15463
tokens_prompt
321
tokens_completion
457
native_tokens_prompt
266
native_tokens_completion
461
native_tokens_completion_images
(null)
native_tokens_reasoning
0
native_tokens_cached
0
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
usage
0.000463136
router
(null)
provider_responses
0
id
"05cb92d2a7084cad9aad1f4dcf2e295e"
status
200
is_byok
false
latency
2333
endpoint_id
"5bb598f5-fd97-4f8b-91e4-ceab3743a03b"
provider_name
"AtlasCloud"
model_permaslug
"deepseek/deepseek-chat-v3-0324"
api_type
"completions"
id
"gen-1771277435-fkSCRk1gtxMK5jgueqZW"
upstream_id
"05cb92d2a7084cad9aad1f4dcf2e295e"
total_cost
0.000463136
cache_discount
(null)
upstream_inference_cost
0
provider_name
"AtlasCloud"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Parse dialogue
n/a
dialogue
0
name
"Isabella"
dialogue
"Non può essere... questo non ha senso..."
detectedLang
"it"
heavyLang
"it"
scores
it
0.8330860534124629
pt
0.6484375
es
0.6347402597402597
fr
0.6153846153846154
en
0.608695652173913
ca
0.5953237410071942
de
0.593128390596745
no
0.4803695150115473
hu
0.3515850144092219
sv
0.34593023255813954
yo
0.34593023255813954
hr
0.3161094224924012
lt
0.30769230769230765
sk
0.30124223602484473
sl
0.30124223602484473
tl
0.2879746835443038
eu
0.27884615384615385
da
0.27652733118971057
cs
0.26229508196721313
ms
0.23728813559322032
pl
0.23728813559322032
ro
0.23728813559322032
reliable
true
passes
true
1
name
"Hunter"
dialogue
"Excuse me, ma’am. Mind if I ask you a few questions?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.7689463955637708
fr
0.5972073039742213
it
0.5941558441558442
ca
0.5259165613147914
pt
0.5173745173745175
sq
0.48559670781893005
tl
0.46808510638297873
cs
0.45652173913043476
hu
0.4533527696793003
es
0.45255474452554745
et
0.4517543859649123
no
0.44933920704845814
sv
0.44526627218934917
nl
0.4038155802861685
hr
0.4009584664536741
pl
0.3811881188118812
ro
0.37913907284768217
da
0.36006825938566556
yo
0.35456110154905335
sk
0.35008665511265163
sl
0.3218806509945751
ms
0.2816091954022989
tr
0.2816091954022989
lt
0.27884615384615385
fi
0.2690058479532163
is
0.2690058479532163
az
0.2618110236220473
lv
0.2618110236220473
vi
0.2618110236220473
be
0.15730337078651685
eu
0.15730337078651685
de
0.1515837104072398
uk
0.14383561643835618
reliable
true
passes
true
2
name
"Isabella"
dialogue
"Mi scusi? Non parlo inglese..."
detectedLang
"it"
heavyLang
"it"
scores
it
0.7851772287862513
es
0.6323529411764706
fr
0.550561797752809
yo
0.5098039215686274
en
0.43820224719101125
ro
0.43661971830985913
sl
0.43661971830985913
hu
0.4318181818181818
sk
0.4318181818181818
ca
0.42028985507246375
cs
0.42028985507246375
pl
0.42028985507246375
hr
0.41348973607038125
et
0.4117647058823529
pt
0.4117647058823529
tr
0.3957703927492447
eu
0.30313588850174217
az
0.25925925925925924
de
0.23954372623574144
lt
0.23954372623574144
ms
0.23954372623574144
nl
0.23954372623574144
da
0.2277992277992278
lv
0.2277992277992278
no
0.2277992277992278
sq
0.2277992277992278
sv
0.2277992277992278
reliable
true
passes
true
3
name
"Hunter"
dialogue
"Right. Uh... do you know anything about the missing person? The woman who vanished near the orchard?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8079877112135178
tl
0.5852687458526875
no
0.4707874682472481
da
0.4630584192439862
sq
0.4512730465320456
nl
0.4349005424954792
fr
0.37996031746031744
de
0.3699596774193548
pt
0.3648373983739837
ms
0.3615934627170583
cs
0.3530020703933748
sv
0.3530020703933748
is
0.31394072447859495
yo
0.29298642533936653
hr
0.2857142857142857
pl
0.24425634824667475
sk
0.23406862745098037
ro
0.20785804816223066
ca
0.20584498094027956
fi
0.20178799489144317
it
0.19665809768637532
az
0.16555407209612816
et
0.16555407209612816
sl
0.1610738255033557
vi
0.15081521739130435
es
0.12342215988779803
lv
0.10714285714285714
lt
0.10329985652797705
tr
0.09682080924855492
hu
0.09156976744186046
reliable
true
passes
true
4
name
"Isabella"
dialogue
"Ho visto qualcosa... una luce strana, ieri sera. Ma non so se—"
detectedLang
"it"
heavyLang
"it"
scores
it
0.8059194565744784
ca
0.6101364522417154
fr
0.5971802618328298
ro
0.5841995841995842
sk
0.5717344753747323
sl
0.5717344753747323
es
0.5642701525054467
no
0.5169082125603864
pt
0.5024875621890548
tl
0.5024875621890548
cs
0.494949494949495
en
0.4798439531859558
hr
0.43899018232819076
yo
0.43741209563994377
sq
0.4310099573257468
de
0.4143484626647145
ms
0.37694704049844235
da
0.36908517350157727
lt
0.3548387096774194
fi
0.3220338983050847
pl
0.3162393162393162
vi
0.30675909878682844
et
0.2844364937388193
sv
0.2831541218637993
lv
0.26199261992619927
is
0.25788497217068646
az
0.23954372623574144
tr
0.23954372623574144
eu
0.17864476386036962
hu
0.17012448132780084
nl
0.16142557651991615
reliable
true
passes
true
5
name
"Hunter"
dialogue
"I don’t—I don’t understand. Do you know anyone who speaks English?"
detectedLang
"en"
heavyLang
"en"
scores
en
0.8203054806828391
tl
0.5975855130784709
no
0.5670995670995671
da
0.5614035087719298
sv
0.51278928136419
cs
0.5
pl
0.464524765729585
hr
0.4528043775649795
sk
0.4227994227994228
de
0.39849624060150374
sq
0.38556067588325654
ro
0.3710691823899371
et
0.33554817275747506
nl
0.3079584775086505
vi
0.30313588850174217
yo
0.2920353982300885
pt
0.2805755395683453
ca
0.25650557620817843
is
0.25512104283054005
sl
0.23076923076923078
it
0.22330097087378642
ms
0.15254237288135594
be
0.14893617021276595
tr
0.14893617021276595
hu
0.14346895074946467
az
0.13606911447084233
lt
0.13606911447084233
lv
0.13606911447084233
uk
0.13606911447084233
reliable
true
passes
true
6
name
"Isabella"
dialogue
"La fotocamera! C'è qualcosa nelle foto!"
detectedLang
"it"
heavyLang
"it"
scores
it
0.806064880112835
ca
0.6465295629820053
es
0.5889387144992526
fr
0.5870870870870871
de
0.5864661654135338
ro
0.5621019108280255
no
0.5431893687707641
tl
0.4701348747591522
et
0.46911196911196906
da
0.45652173913043476
pt
0.45652173913043476
sl
0.3436754176610978
sk
0.3405275779376499
sq
0.33894230769230765
sv
0.33894230769230765
cs
0.314214463840399
hr
0.314214463840399
lv
0.314214463840399
nl
0.314214463840399
pl
0.30730478589420657
fi
0.30203045685279184
yo
0.2506811989100818
en
0.2486338797814208
vi
0.233983286908078
ms
0.207492795389049
tr
0.20289855072463767
lt
0.1863905325443787
az
0.17664670658682635
reliable
true
passes
true
7
name
"Hunter"
dialogue
"I’ll be back. Don’t go anywhere."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8144023756495917
tl
0.6786632390745501
yo
0.4279176201372997
hu
0.31880108991825606
lt
0.3093922651933701
pl
0.30167597765363136
de
0.2378048780487805
sq
0.2378048780487805
reliable
true
passes
true
8
name
"Isabella"
dialogue
"Va bene..."
detectedLang
"it"
heavyLang
"it"
scores
it
0.8201438848920863
ca
0.7560975609756098
ro
0.732620320855615
fr
0.6753246753246753
es
0.6666666666666666
reliable
false
passes
true
9
name
"Hunter"
dialogue
"Great. Just great."
detectedLang
"en"
heavyLang
"en"
scores
en
0.8373101952277657
et
0.576271186440678
sv
0.576271186440678
ro
0.5714285714285714
ca
0.506578947368421
reliable
true
passes
true