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Run: 2026-03-25-01KMJ8EK08RSV6P2EYBJRKYZNM
Run Details
Model:
Qwen3 235B A22B Instruct 2507
Test:
Text Replacement
Scenario:
Avoid said/asked/replied/answered
Duration:
5.7s
Cost:
$0.000111
Provider:
WandB
Evaluation summary
Score
Evaluator
Details Link
91.67%
Key facts and content preserved
(details)
100.00%
Forbidden words eliminated
(details)
100.00%
Structural similarity to original
(details)
97.2222%
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
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 grunted, not glancing up from his ledger. A thick finger trailed down a column of numbers, pausing as his brow furrowed. Elena set the package on the counter. “The bridge was out. I had to take the long way around.” “Not my problem.” He peeled back the cloth and lifted the crystal to the light. It caught the sun, scattering tiny rainbows across the stall’s canvas roof. Gregor’s scowl 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 folded her arms and held her ground. “It’s exactly what you ordered,” she shot back. “Blue quartz, uncut, from the northern mines. I watched them pull it from the rock myself.” Gregor turned the crystal slowly, studying each facet. He brought it close to his eye, then extended it at arm’s length. He looked like a jeweler appraising a diamond, though Gregor dealt in stranger things than jewelry. With a sigh, he placed the crystal down. “Fine. But next time, wrap it properly. The edges are exposed.” He reached beneath the counter and pulled out a small leather pouch. Coins whispered together as he slid it across the wood. Elena snatched the pouch and tested its weight. Too light. She loosened the drawstring and counted: eight silver crowns. They had agreed on ten. “We agreed on ten,” she stated, voice sharp and level. “That was before the bridge fee went up.” Gregor offered a smile — thin, practiced, and never touching his eyes. “Take it or leave it.” She pocketed it. She always pocketed it. The outer ring didn’t offer many choices, and Gregor knew that as well as she did. Elena stepped out of the market and into the narrow lanes beyond. The sun hung low over the rooftops, stretching long shadows across the cobblestones. She tucked the pouch into her satchel and quickened her pace. If she hurried, she would reach the bridge before dark.
created_at
"2026-03-25T10:25:39.852Z"
3/25/2026, 10:25:39 AM
model
"qwen/qwen3-235b-a22b-07-25"
app_id
182717
external_user
(null)
streamed
true
cancelled
false
latency
123
moderation_latency
(null)
generation_time
5612
tokens_prompt
699
tokens_completion
585
native_tokens_prompt
616
native_tokens_completion
497
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
0.0001113
router
(null)
provider_responses
0
endpoint_id
"c9f927db-d559-49eb-9846-80862c5e3b4e"
id
"chatcmpl-b0bb947cf9a65f71"
is_byok
false
latency
31
model_permaslug
"qwen/qwen3-235b-a22b-07-25"
provider_name
"WandB"
status
200
user_agent
"langchainjs-openai/1.0.0 ((node/v24.14.0; linux; x64))"
http_referer
(null)
api_type
"completions"
id
"gen-1774434339-TUVi5u8siaFWSXYJaGLy"
upstream_id
"chatcmpl-b0bb947cf9a65f71"
total_cost
0.0001113
cache_discount
(null)
upstream_inference_cost
0
provider_name
"WandB"
Evaluation details
Result
Evaluator
Details
Meta Data
91.67%
Key facts and content preserved
11/12 anchor facts preserved
matched
11
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
true
3
id
"fact-04"
paragraphFound
true
preserved
true
4
id
"fact-05"
paragraphFound
true
preserved
true
5
id
"fact-06"
paragraphFound
true
preserved
true
6
id
"fact-07"
paragraphFound
true
preserved
false
7
id
"fact-08"
paragraphFound
true
preserved
true
8
id
"fact-09"
paragraphFound
true
preserved
true
9
id
"fact-10"
paragraphFound
true
preserved
true
10
id
"fact-11"
paragraphFound
true
preserved
true
11
id
"fact-12"
paragraphFound
true
preserved
true
100.00%
Forbidden words eliminated
All 3 forbidden word(s) eliminated
neededClean
false
totalOriginal
3
totalRemaining
0
perWord
0
word
"said"
original
3
remaining
0
1
word
"asked"
original
0
remaining
0
2
word
"replied"
original
0
remaining
0
3
word
"answered"
original
0
remaining
0
100.00%
Structural similarity to original
Words: 100%, Paragraphs: 100%, Sentences: 100%
wordCountScore
1
paragraphCountScore
1
sentenceCountScore
1
originalWords
381
outputWords
380
originalParagraphs
13
outputParagraphs
13
originalSentences
43
outputSentences
43
97.2222%