Run: 2026-09-01-01M1EKS2D6FGVD6TQ0PPQKNCHK

Run Details

Model:
Grok 4.6 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (Hindi) in a story
Duration:
1m 20s
Cost:
$0.025194
Provider:
xAI

Evaluation summary

Score Evaluator
Details Link
57.14% 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="Selvi"> Selvi is a 30-year old college student on a study abroad program. Born in India, she is fluent in Hindi 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 Hindi, 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: Selvi 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 Hindi, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Selvi and Hunter as a voice sheet: Selvi: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, miss. Detective Hunter. I'm investigating the recent mysterious disappearances here in Alborn. Did you see anything unusual?" Selvi: "Mujhe bahut darr lag raha hai. Maine kal park mein ek aadmi ko dekha jo pal bhar mein gayab ho gaya. Yeh kya ho raha hai is sheher mein?" Hunter: "I don't understand a single word. I have no knowledge of Hindi. Do you speak any English?" Selvi: "Nahi, sirf Hindi. Mera camera dekho, usme woh pal captured hai. Main ghabra rahi hoon, madad chahiye." Hunter: "Your camera? Landscapes, I see. This could be evidence, but I still can't follow. What exactly happened?" Selvi: "Raat ko cafe ke paas hua. Bahut shant tha, phir ek chillahat, aur phir kuch nahi. Log kahan ja rahe hain?" Hunter: "Hold on, my phone. Hello? Yes, on my way now. Sorry, miss, I have to leave."
created_at"2026-09-01T13:50:43.644Z" 9/1/2026, 1:50:43 PM
model"x-ai/grok-4.6-20260810"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency596
moderation_latency(null)
generation_time80372
tokens_prompt302
tokens_completion505
native_tokens_prompt477
native_tokens_completion4072
native_tokens_completion_images(null)
native_tokens_reasoning3833
native_tokens_cached128
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"completed"
service_tier"default"
usage0.025194
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788270643-jaFIrmYpDdQg7r7iP7Ev"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788270643-BEe5eRCPLUIPxhXCpRR2"
upstream_id"744796f3-f38f-9213-b022-f74d6e6b4eb3"
provider_responses
0
endpoint_id"0d0536e3-7eb1-4acb-8249-c8813365c2d8"
id"744796f3-f38f-9213-b022-f74d6e6b4eb3"
is_byokfalse
latency573
model_permaslug"x-ai/grok-4.6-20260810"
provider_name"xAI"
status200
total_cost0.025194
cache_discount0.000192
upstream_inference_cost0
provider_name"xAI"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
57.14% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, miss. Detective Hunter. I'm investigating the recent mysterious disappearances here in Alborn. Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.774169921875
tl0.5883400089007566
fr0.5454545454545454
nl0.5270961145194274
pt0.5224574083634486
ro0.5092838196286472
it0.49203734211971445
ms0.4516893894487255
sq0.449404761904762
sv0.449404761904762
ca0.44710101613867304
es0.43803159173754563
sl0.3997404282933161
no0.3970013037809648
de0.38863185723727695
et0.3779421654337592
da0.3598615916955017
cs0.34350603264726753
hr0.29817905918057663
sk0.2727987421383648
lt0.2141036533559898
lv0.1799645390070922
az0.17923691215616683
fi0.17557932263814618
yo0.17410714285714285
pl0.14192949907235622
is0.12982126058325494
tr0.1131351869606903
hu0.08687068114511352
eu0.07221664994984955
reliabletrue
passestrue
1
name"Selvi"
dialogue"Mujhe bahut darr lag raha hai. Maine kal park mein ek aadmi ko dekha jo pal bhar mein gayab ho gaya. Yeh kya ho raha hai is sheher mein?"
detectedLang"de"
heavyLang"ga"
scores
de0.36940602115541094
nl0.3481917577796467
en0.3459915611814346
tl0.3437764606265877
yo0.3067978533094812
lv0.2973708068902992
ca0.296094459582198
et0.28174235403151066
no0.2702448210922787
fi0.2604961832061069
sl0.23038728897715988
fr0.2115971515768057
it0.20998980632008157
lt0.20918367346938777
sq0.2051282051282051
eu0.19605809128630705
vi0.16845493562231761
hu0.16576964477933262
ro0.1594360086767896
tr0.1262683201803833
sk0.1252821670428894
cs0.1203178206583428
da0.11630558722919043
ms0.11428571428571428
sv0.10714285714285714
is0.10611303344867358
reliablefalse
passesfalse
2
name"Hunter"
dialogue"I don't understand a single word. I have no knowledge of Hindi. Do you speak any English?"
detectedLang"en"
heavyLang"en"
scores
en0.8108353510895884
tl0.6310507674144038
no0.5774171737660582
da0.5390855457227138
ca0.49433656957928807
sk0.4826158940397351
sv0.4694397283531409
hr0.4653550042771599
cs0.45980985306828004
pl0.45746527777777773
de0.4404655326768129
it0.4399641577060932
ro0.42660550458715596
nl0.41479400749063666
pt0.4098205854579792
sq0.3961352657004831
is0.3896484375
yo0.388454011741683
es0.30089485458612975
lv0.296962879640045
vi0.2807825086306099
tr0.2732558139534884
hu0.26297169811320753
et0.26035502958579887
ms0.2577197149643705
sl0.251497005988024
fr0.2378048780487805
lt0.1883116883116883
az0.17546174142480211
hi0.11095305832147938
be0.10071942446043164
eu0.10071942446043164
fi0.09156976744186046
uk0.09156976744186046
reliabletrue
passestrue
3
name"Selvi"
dialogue"Nahi, sirf Hindi. Mera camera dekho, usme woh pal captured hai. Main ghabra rahi hoon, madad chahiye."
detectedLang"tl"
heavyLang"de"
scores
tl0.45223488168273446
en0.42555147058823534
ca0.3699596774193548
sv0.36804853387259856
it0.3654822335025381
fr0.3400211193241816
et0.32867883995703545
es0.3093922651933701
de0.26210153482880755
eu0.20886075949367086
ro0.20178799489144317
vi0.20076726342711
nl0.19146183699870634
is0.1355463347164592
sq0.12219101123595505
hi0.11095305832147938
pt0.10841654778887304
da0.10329985652797705
ms0.10329985652797705
no0.10329985652797705
reliablefalse
passesfalse
4
name"Hunter"
dialogue"Your camera? Landscapes, I see. This could be evidence, but I still can't follow. What exactly happened?"
detectedLang"en"
heavyLang"en"
scores
en0.8051767325354857
tl0.5439739413680782
it0.41666666666666663
sv0.40119760479041916
fr0.39810834049871024
no0.3688007213706041
ro0.36247723132969034
es0.32367149758454106
da0.3230174081237911
is0.3150684931506849
ca0.308300395256917
nl0.3034825870646766
sq0.2827868852459016
lv0.2805755395683453
yo0.2738589211618257
cs0.27159209157127995
lt0.25690021231422505
et0.2497320471596999
de0.24812030075187969
ms0.2391304347826087
pt0.2349726775956284
hr0.2273730684326711
hu0.2081447963800905
sk0.17061611374407584
tr0.16367980884109917
pl0.15254237288135594
eu0.10714285714285714
sl0.0967741935483871
be0.09090909090909091
az0.08256880733944955
uk0.08256880733944955
vi0.08256880733944955
reliabletrue
passestrue
5
name"Selvi"
dialogue"Raat ko cafe ke paas hua. Bahut shant tha, phir ek chillahat, aur phir kuch nahi. Log kahan ja rahe hain?"
detectedLang"tl"
heavyLang"tl"
scores
tl0.4922826969943136
ms0.42343173431734316
eu0.39496611810261373
fi0.38605108055009824
sq0.32212581344902386
yo0.31991294885745375
lv0.27578215527230593
sl0.24789410348977134
tr0.23124231242312424
et0.19768934531450577
ca0.14850136239782016
fr0.14383561643835618
ro0.14383561643835618
en0.14266117969821673
cs0.14148351648351648
nl0.13793103448275862
lt0.13194444444444445
de0.12342215988779803
az0.12095639943741208
es0.12095639943741208
sk0.11847672778561354
da0.11347517730496455
pl0.11347517730496455
it0.10841654778887304
sv0.10714285714285714
reliablefalse
passesfalse
6
name"Hunter"
dialogue"Hold on, my phone. Hello? Yes, on my way now. Sorry, miss, I have to leave."
detectedLang"en"
heavyLang"en"
scores
en0.797205948625507
da0.6007098491570542
tl0.6
pl0.4926719278466742
cs0.46871310507674147
sk0.44785276073619634
no0.43820224719101125
it0.43396226415094336
hr0.4325346784363178
yo0.39919893190921224
fi0.35064935064935066
ca0.34497816593886466
sv0.3382352941176471
et0.3253373313343328
vi0.303405572755418
fr0.3001555209953344
lv0.2913385826771654
lt0.2706645056726094
de0.25124792013311154
is0.23599320882852293
sq0.22945205479452058
sl0.2119089316987741
pt0.1818181818181818
ro0.16666666666666666
hi0.15730337078651685
es0.14611005692599618
nl0.14285714285714285
be0.1346153846153846
tr0.1346153846153846
hu0.12959381044487428
az0.12280701754385964
uk0.12280701754385964
reliabletrue
passestrue