NC Bench
Overview
About
Tests
Categories
Models
Vendors
Compare
Run: 2026-02-26-01KJCRXG57E8QPVWRFF2F9GG5M
Run Details
Model:
LFM2 24B
Test:
Text Replacement
Scenario:
Avoid said/asked/replied/answered
Duration:
9.0s
Cost:
$0.000082
Provider:
Together
Evaluation summary
Score
Evaluator
Details Link
33.33%
Key facts and content preserved
(details)
0.00%
Forbidden words eliminated
(details)
100.00%
Structural similarity to original
(details)
44.4444%
Overall
Model input
System
You are an expert prose editor. Whenever you're given text, rephrase it using the following instructions: <instructions>Remove all instances of 'said', 'asked', 'replied', and 'answered', replacing them with alternative dialogue attributions.</instructions> Imitate and keep the current writing style, and leave mannerisms, word choice and sentence structure intact. Keep the same stylistic writing choices. Use English spelling and grammar. Only return the rephrased text, nothing else.
User/Human
Text to rewrite: <text words="381"> The market square buzzed with the sound of a hundred voices. Elena pushed through the crowd, her satchel clutched against her chest. She knew the merchant would not wait — he never waited for anyone, least of all a girl from the outer ring. "You're late," Gregor said, without looking up from his ledger. He ran a thick finger down a column of numbers and frowned. Elena set the package on the counter. "The bridge was out. I had to take the long way around." "Not my problem." He unwrapped the cloth and held the crystal up to the light. It caught the sun and threw tiny rainbows across the stall's canvas roof. Gregor's frown deepened. "This isn't what I ordered." She had expected this. The old man always found something to complain about, whether the goods were perfect or not. Elena crossed her arms and stood her ground. "It's exactly what you ordered," she said. "Blue quartz, uncut, from the northern mines. I watched them pull it from the rock myself." Gregor turned the crystal slowly, examining every facet. He brought it close to his eye, then held it at arm's length. Elena thought he looked like a jeweler appraising a diamond, though Gregor dealt in stranger things than jewelry. He set the crystal down and sighed. "Fine. But next time, wrap it properly. The edges are exposed." He reached beneath the counter and produced a small leather pouch. The coins inside clinked as he slid it toward her. Elena scooped up the pouch and weighed it in her palm. It felt light. She loosened the drawstring and counted: eight silver crowns. They had agreed on ten. "We agreed on ten," she said flatly. "That was before the bridge fee went up." Gregor smiled — a thin, practiced smile that never reached his eyes. "Take it or leave it." She took it. She always took it. The outer ring didn't offer many choices, and Gregor knew that as well as she did. Elena walked out of the market and into the narrow lanes beyond. The sun hung low over the rooftops, and the shadows stretched long across the cobblestones. She slipped the pouch into her satchel and quickened her pace. If she hurried, she would reach the bridge before dark. </text>
Model response
Messages
Meta
AI
<instructions>Replace every occurrence of "said", "asked", "replied", and "answered" with fresh dialogue cues while preserving the original tone and structure. Keep the narrative flow intact and retain all mannerisms and phrasing quirks.</instructions> The marketplace thrummed with a hundred overlapping voices. Elena cut through the throng, her satchel pressed tight against her body. The merchant would not linger — he never did, especially not for someone from the outer ring. "Late," Gregor noted, eyes fixed on his ledger. His finger traced a line of figures, brow furrowing. Elena placed the parcel on the counter. "Bridge collapsed. Had to detour." "Not my concern." He peeled back the cloth, lifting the crystal into the light. Sunbeams scattered tiny rainbows across the stall’s canvas roof. Gregor’s expression tightened. "This differs from my order." She anticipated this. The elder always found fault, regardless of perfection. Elena crossed her arms, steadying herself. "Exactly as requested," she confirmed. "Blue quartz, raw, from the northern mines. I witnessed its extraction myself." Gregor rotated the stone methodically, scrutinizing each facet. He brought it nearer, then farther, as if testing its worth. Elena imagined him as a jeweler judging diamonds, though his trade involved stranger wares. He set the crystal aside, exhaling deeply. "Acceptable. Yet next time, secure proper wrapping. Edges remain vulnerable." His hand dipped beneath the counter, retrieving a small leather pouch. Coins inside chimed softly as he nudged it toward her. Elena accepted the pouch, feeling its lightness. She loosened the drawstring, counting eight silver crowns—short of their pact of ten. "We settled on ten," she stated evenly. "Pre-bridge toll increase," Gregor explained with a smile that never reached his eyes. "Accept it or abandon it." She accepted. Choices within the outer ring were scarce, and Gregor understood that truth completely. Stepping beyond the market, Elena entered the winding alleys. Dusk settled over rooftops; shadows stretched across uneven stones. She tucked the pouch into her satchel, quickening her steps. Reaching the bridge before nightfall depended on swift movement.
created_at
"2026-02-26T10:46:35.273Z"
2/26/2026, 10:46:35 AM
model
"liquid/lfm-2-24b-a2b-20260224"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
653
moderation_latency
(null)
generation_time
8832
tokens_prompt
699
tokens_completion
584
native_tokens_prompt
644
native_tokens_completion
520
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
0.00008172
router
(null)
provider_responses
0
endpoint_id
"b5f259c3-1e77-40d6-8fa4-161cdf0e4a7c"
id
"oYuf315-2j9zxn-9d3edc0682a86e5c"
is_byok
false
latency
653
model_permaslug
"liquid/lfm-2-24b-a2b-20260224"
provider_name
"Together"
status
200
api_type
"completions"
id
"gen-1772102795-YZ9RO47LHlcVcZa3q8F3"
upstream_id
"oYuf315-2j9zxn-9d3edc0682a86e5c"
total_cost
0.00008172
cache_discount
(null)
upstream_inference_cost
0
provider_name
"Together"
Evaluation details
Result
Evaluator
Details
Meta Data
33.33%
Key facts and content preserved
4/12 anchor facts preserved
matched
4
total
12
details
0
id
"fact-01"
paragraphFound
true
preserved
true
1
id
"fact-02"
paragraphFound
true
preserved
true
2
id
"fact-03"
paragraphFound
true
preserved
false
3
id
"fact-04"
paragraphFound
true
preserved
false
4
id
"fact-05"
paragraphFound
true
preserved
true
5
id
"fact-06"
paragraphFound
true
preserved
false
6
id
"fact-07"
paragraphFound
true
preserved
false
7
id
"fact-08"
paragraphFound
true
preserved
true
8
id
"fact-09"
paragraphFound
true
preserved
false
9
id
"fact-10"
paragraphFound
true
preserved
false
10
id
"fact-11"
paragraphFound
true
preserved
false
11
id
"fact-12"
paragraphFound
true
preserved
false
0.00%
Forbidden words eliminated
4/3 forbidden word(s) still present
neededClean
false
totalOriginal
3
totalRemaining
4
perWord
0
word
"said"
original
3
remaining
1
1
word
"asked"
original
0
remaining
1
2
word
"replied"
original
0
remaining
1
3
word
"answered"
original
0
remaining
1
100.00%
Structural similarity to original
Words: 100%, Paragraphs: 100%, Sentences: 100%
wordCountScore
1
paragraphCountScore
1
sentenceCountScore
1
originalWords
381
outputWords
331
originalParagraphs
13
outputParagraphs
13
originalSentences
43
outputSentences
41
44.4444%