NC Bench
Overview
About
Tests
Categories
Models
Vendors
Compare
Run: 2026-09-02-01M1GRBV14XK0B1AP11BDMF5DG
Run Details
Model:
Z.AI GLM 5.3 (Reasoning, Max)
Test:
Dialogue tags
Scenario:
Write 200 words with 50% dialogue
Duration:
1m 24s
Cost:
$0.023380
Provider:
Z.AI
Evaluation summary
Score
Evaluator
Details Link
100.00%
Matches word count
(details)
99.64%
Dialogue to Total Word Ratio
(details)
99.8199%
Overall
Model input
User/Human
You are a author of comedic heist books. Please write a 200 word scene that has 50% words of dialogue between two thieves named Molly and Bill who are planning to break into a children's party to steal all the presents. Only include the prose of the scene without any markdown or commentary.
Model response
Messages
Meta
AI
Molly lay flat in the hydrangeas, binoculars pressed to her face, cataloguing the enemy. Beyond the hedge, a princess-themed party raged—twelve six-year-olds, one exhausted mother, and a table of presents glittering like a bank vault made of wrapping paper. "There," she whispered. "Bouncy castle. That's our entry point." Bill consulted his clipboard, which was actually a menu he'd stolen from the car. "It's a bouncy castle, Molly. Everything is an entry point." "Then we exploit the chaos. You go in as the entertainer." He held up the squeaky red nose. "I hate this. It honks when I breathe." "Then breathe less." She jabbed a finger toward the present table. "We strike during cake. Candles, screaming, forty phone cameras pointed the wrong way. I fill the sack; you keep the adults distracted with balloon animals." "What if a kid sees you?" "Nobody suspects the clown's assistant." "There's an assistant?" "You. You're also the clown. Budget cuts." Bill exhaled. The nose honked twice, loudly. Somewhere inside the house, a dog answered. "And the getaway?" he asked. Molly pointed across the street to a van hand-painted with the words PETTING ZOO. "The llama's a rescue," she said. "He has anxiety. Drive gently."
created_at
"2026-09-02T09:49:21.838Z"
9/2/2026, 9:49:21 AM
model
"z-ai/glm-5.3-20260816"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
3063
moderation_latency
(null)
generation_time
84130
tokens_prompt
75
tokens_completion
4067
native_tokens_prompt
73
native_tokens_completion
5307
native_tokens_completion_images
(null)
native_tokens_reasoning
5015
native_tokens_cached
64
num_media_prompt
(null)
num_input_audio_prompt
(null)
num_media_completion
0
num_search_results
(null)
num_fetches
(null)
web_search_engine
(null)
origin
"https://ncbench.com/"
is_byok
false
finish_reason
"stop"
native_finish_reason
"stop"
service_tier
(null)
usage
0.02338004
router
(null)
user_agent
"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer
(null)
request_id
"req-1788342561-qYaweP2VAaQy9Fa1DWKS"
session_id
(null)
preset_id
(null)
api_type
"completions"
id
"gen-1788342561-ujcHeJedHeekIuKZPVyL"
upstream_id
"202609021749222fea673b17404aa7"
provider_responses
0
endpoint_id
"db975786-e7f6-4838-9e56-3e0b77f1bdc2"
id
"202609021749222fea673b17404aa7"
is_byok
false
latency
3063
model_permaslug
"z-ai/glm-5.3-20260816"
provider_name
"Z.AI"
status
200
total_cost
0.02338004
cache_discount
0.00007296
upstream_inference_cost
0
provider_name
"Z.AI"
response_cache_source_id
(null)
data_region
"global"
workspace_id
"97e315e5-d303-487d-83c1-83180e8a13d4"
Evaluation details
Result
Evaluator
Details
Meta Data
100.00%
Matches word count
n/a
neededClean
false
words
200
99.64%
Dialogue to Total Word Ratio
Ratio: 47.55%, Deviation: 2.45%
neededClean
false
wordsTotal
204
wordsDialogue
97
99.8199%