NC Bench
Overview
About
Tests
Models
Dialogue tags
Various tasks related to dialogue tags in text.
Write 200 words with 10% dialogue
0-shot
Creative writing
Rule following
Model
Run 1
Run 2
Run 3
Run 4
Run 5
Run 6
Run 7
Run 8
Run 9
Run 10
Total
o4 Mini High
100%
100%
100%
100%
100%
100%
100%
100%
98%
96%
99%
Claude Opus 4.5
100%
100%
100%
100%
100%
100%
97%
97%
89%
82%
96%
o4 Mini
100%
100%
100%
100%
100%
100%
100%
100%
99%
66%
96%
MoonshotAI: Kimi K2.5
100%
100%
100%
100%
100%
100%
99%
97%
84%
65%
94%
Claude Sonnet 4
100%
97%
97%
96%
96%
95%
94%
88%
84%
60%
91%
Claude Sonnet 4.5
100%
98%
97%
96%
94%
85%
84%
80%
76%
68%
88%
Z.AI GLM 4.7
100%
100%
100%
99%
99%
98%
84%
64%
50%
50%
84%
Claude Opus 4
100%
97%
96%
95%
85%
80%
76%
70%
67%
49%
81%
Claude Opus 4.6
100%
100%
99%
98%
90%
90%
68%
58%
54%
45%
80%
Claude Haiku 4.5
100%
100%
99%
97%
97%
94%
73%
50%
41%
38%
79%
Claude 3.5 Haiku
100%
95%
91%
87%
83%
81%
73%
72%
58%
44%
78%
GPT-4 Turbo
100%
100%
95%
95%
94%
80%
58%
52%
50%
47%
77%
Gemini 2.5 Pro
100%
99%
98%
98%
80%
72%
57%
56%
50%
50%
76%
Gemini 3 Flash (Preview)
98%
78%
68%
68%
68%
68%
66%
65%
65%
65%
71%
Gemini 3 Pro (Preview)
100%
100%
97%
95%
72%
68%
68%
64%
26%
19%
71%
Llama 3.2 90B (Vision)
99%
93%
62%
60%
50%
50%
50%
49%
47%
40%
60%
Llama 3.1 405B
95%
79%
77%
54%
50%
50%
49%
48%
38%
10%
55%
GPT-4o, Aug. 6th (temp=1)
66%
52%
50%
50%
50%
50%
49%
47%
43%
43%
50%
GPT-4o Mini (temp=0)
50%
50%
50%
50%
50%
50%
50%
50%
49%
45%
49%
GPT-4o Mini (temp=1)
50%
50%
50%
50%
50%
50%
49%
48%
45%
43%
49%
Claude 3.0 Sonnet
50%
50%
50%
49%
49%
49%
49%
47%
47%
45%
48%
Z.AI GLM 4.7 Flash
80%
59%
50%
50%
50%
49%
48%
47%
45%
0%
48%
GPT-4.1
50%
50%
50%
50%
50%
50%
50%
49%
43%
34%
48%
GPT-4o, Aug. 6th (temp=0)
50%
50%
50%
50%
50%
50%
50%
49%
48%
26%
47%
Z.AI GLM 4.6
99%
95%
60%
50%
50%
50%
36%
11%
0%
0%
45%
Claude 3.5 Sonnet
97%
71%
52%
51%
50%
45%
44%
5%
5%
0%
42%
GPT-4.1 Nano
50%
50%
49%
49%
48%
45%
43%
34%
26%
22%
42%
Z.AI GLM 4.5
88%
88%
65%
49%
48%
48%
30%
0%
0%
0%
42%
Llama 3.1 70B
50%
50%
50%
49%
47%
43%
41%
38%
34%
14%
41%
Llama 3 70B
50%
49%
48%
47%
45%
41%
38%
34%
30%
0%
38%
Claude 3 Haiku
49%
49%
49%
49%
49%
47%
45%
26%
7%
0%
37%
GPT-4.1 Mini
50%
50%
50%
47%
47%
45%
45%
14%
14%
0%
36%
Claude 3.5 Sonnet (new)
63%
45%
45%
45%
30%
30%
30%
27%
14%
11%
34%
Mistral Large
88%
59%
55%
52%
50%
22%
8%
7%
0%
0%
34%
Goliath 120B
59%
50%
47%
39%
36%
34%
26%
18%
10%
7%
33%
Gemini Pro 1.5
50%
49%
49%
49%
46%
42%
28%
10%
0%
0%
32%
Mistral Nemo 12B Celeste
50%
49%
49%
48%
44%
43%
34%
0%
0%
0%
32%
Gemini 2.5 Flash
50%
50%
49%
45%
34%
30%
30%
26%
0%
0%
32%
GPT-4o, May 13th (temp=1)
50%
50%
49%
48%
41%
41%
33%
3%
0%
0%
31%
Llama 3.1 8B
52%
50%
50%
49%
49%
41%
18%
1%
0%
0%
31%
Gemma 2 27B
86%
50%
50%
50%
48%
0%
0%
0%
0%
0%
28%
AI21 Jamba 1.5 Mini
65%
50%
50%
49%
48%
18%
3%
0%
0%
0%
28%
Claude 2.0
92%
50%
45%
38%
26%
25%
3%
2%
2%
0%
28%
Hermes 3 405B
50%
50%
45%
41%
41%
34%
10%
5%
0%
0%
28%
Sao10K L3.1 70B Hanami x1
50%
50%
49%
47%
41%
22%
1%
0%
0%
0%
26%
MythoMist 7B
50%
49%
48%
41%
41%
23%
6%
0%
0%
0%
26%
Phi-3 Mini 128k
82%
49%
43%
41%
30%
10%
2%
1%
0%
0%
26%
Gemini 2.5 Flash Lite
50%
50%
50%
49%
48%
0%
0%
0%
0%
0%
25%
Llama 3 TenyxChat-DaybreakStorywriter 70B
69%
50%
43%
41%
34%
5%
1%
1%
0%
0%
24%
AI21 Jamba
50%
50%
49%
48%
26%
14%
3%
0%
0%
0%
24%
Llama 3.2 11B (Vision)
50%
50%
43%
38%
31%
22%
1%
1%
0%
0%
23%
Writer: Palmyra X5
50%
49%
49%
47%
36%
1%
1%
0%
0%
0%
23%
Lumimaid v0.2 8B
85%
49%
45%
45%
5%
0%
0%
0%
0%
0%
23%
Gemma 2 9B
50%
50%
47%
26%
22%
14%
9%
3%
0%
0%
22%
DeepSeek-V2 Chat
50%
49%
47%
26%
26%
18%
5%
0%
0%
0%
22%
Hermes 3 70B
75%
50%
49%
38%
7%
1%
0%
0%
0%
0%
22%
GPT-4o, May 13th (temp=0)
50%
49%
49%
41%
22%
7%
0%
0%
0%
0%
22%
Rocinante 12B
50%
49%
49%
45%
22%
0%
0%
0%
0%
0%
22%
Claude 2.1
49%
18%
18%
18%
18%
18%
18%
18%
18%
18%
21%
Qwen 2.5 72B
50%
50%
45%
43%
22%
0%
0%
0%
0%
0%
21%
Llama 3.2 3B
50%
49%
49%
45%
10%
3%
0%
0%
0%
0%
21%
Inflection 3 (Productivity)
52%
48%
43%
41%
10%
7%
4%
0%
0%
0%
20%
Claude 3.7 Sonnet
41%
38%
38%
34%
22%
7%
7%
7%
5%
5%
20%
Mistral NeMO
69%
50%
50%
34%
0%
0%
0%
0%
0%
0%
20%
Cohere Command R+ (Apr. 2024)
51%
50%
45%
41%
2%
0%
0%
0%
0%
0%
19%
Llama 3.2 1B
96%
40%
18%
14%
5%
3%
1%
0%
0%
0%
18%
AI21 Jamba 1.5 Large
49%
49%
43%
10%
7%
5%
3%
1%
0%
0%
17%
Liquid: LFM 40B MoE
50%
50%
48%
18%
0%
0%
0%
0%
0%
0%
17%
Magnum 72B
50%
49%
47%
7%
2%
0%
0%
0%
0%
0%
16%
Llama 3.1 Nemotron 70B
50%
47%
34%
18%
5%
0%
0%
0%
0%
0%
15%
MythoMax 13B
59%
49%
42%
1%
0%
0%
0%
0%
0%
0%
15%
Inflection 3 (PI)
50%
38%
34%
22%
0%
0%
0%
0%
0%
0%
14%
EVA Qwen 2.5 14B
45%
38%
22%
19%
18%
2%
0%
0%
0%
0%
14%
Qwen 2 72B
59%
48%
34%
1%
1%
0%
0%
0%
0%
0%
14%
MN GRAND Gutenberg Lyra4 12B Madness
50%
50%
38%
1%
0%
0%
0%
0%
0%
0%
14%
Mistral Medium
51%
45%
18%
14%
7%
2%
0%
0%
0%
0%
14%
Phi-3 Medium 128k
48%
34%
31%
14%
4%
1%
0%
0%
0%
0%
13%
Toppy M 7B
48%
37%
28%
0%
0%
0%
0%
0%
0%
0%
11%
Ministral 3B
45%
18%
18%
18%
3%
0%
0%
0%
0%
0%
10%
Llama 3 Euryale 70B v2.1
49%
49%
0%
0%
0%
0%
0%
0%
0%
0%
10%
Phi-3.5 Mini 128k
49%
45%
1%
0%
0%
0%
0%
0%
0%
0%
10%
Ministral 8B
49%
18%
0%
0%
0%
0%
0%
0%
0%
0%
7%
Qwen 2 7B
50%
1%
0%
0%
0%
0%
0%
0%
0%
0%
5%
Llama 3.1 Euryale 70B v2.2
49%
0%
0%
0%
0%
0%
0%
0%
0%
0%
5%
Hermes 2 Theta 8B
44%
1%
0%
0%
0%
0%
0%
0%
0%
0%
4%
Mistral Large 2
22%
18%
5%
1%
0%
0%
0%
0%
0%
0%
4%
Gemini Flash 1.5
31%
1%
0%
0%
0%
0%
0%
0%
0%
0%
3%
lzlv 70B
13%
8%
5%
0%
0%
0%
0%
0%
0%
0%
3%
Cohere Command R+ (Aug. 2024)
10%
0%
0%
0%
0%
0%
0%
0%
0%
0%
1%
Mistral Small Creative
2%
0%
0%
0%
0%
0%
0%
0%
0%
0%
0%
Magnum v2 72B
1%
0%
0%
0%
0%
0%
0%
0%
0%
0%
0%
WizardLM 2 8x22b
0%
0%
0%
0%
0%
0%
0%
0%
0%
0%
0%
Fimbulvetr 11B v2
0%
0%
0%
0%
0%
0%
0%
0%
0%
0%
0%
33.74%