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Dialogue tags

Various tasks related to dialogue tags in text.

Performance Score Distribution (Top 20)

Click a model name to view its detail page.

	Score
Claude Opus 4.6 (Reasoning)	100%
Qwen3.6 Max Preview	100%
Gemini 3.1 Pro (Preview)	100%
Z.AI GLM 5.1	100%
Z.AI GLM 5 Turbo	100%
Grok 4.3 (Reasoning)	100%
GPT-5.4 (Reasoning)	100%
Claude Opus 4.7 (Reasoning)	100%
GPT-5.5 (Reasoning)	100%
GPT-5.5 (Reasoning, Low)	100%
GPT-5.1	100%
Claude Opus 4.6	100%
MoonshotAI: Kimi K2.6	100%
GPT-5	100%
Qwen 3.5 397B A17B	100%
Gemma 4 31B (Reasoning)	100%
Qwen 3.5 122B	100%
Qwen 3.5 Plus (2026-04-20)	100%
Gemma 4 26B (Reasoning)	100%
GPT-5.4 (Reasoning, Low)	100%

	Score	Cost	Time
Gemini 2.5 Flash Lite	96%	$0.0001	1.4s
Ministral 3 14B	100%	$0.0001	8.2s
Mistral Small Creative	88%	$0.0001	2.2s
Mistral Small 3.2 24B	100%	$0.0001	4.1s
Mistral Small 4	100%	$0.0002	2.9s
GPT-4o Mini (temp=0)	100%	$0.0002	3.4s
Gemini 3.1 Flash Lite (Preview)	100%	$0.0004	2.0s
Gemini 3.1 Flash Lite (Reasoning)	100%	$0.0004	3.6s
Qwen3 235B A22B Instruct 2507	100%	$0.0001	8.3s
Gemini 3.1 Flash Lite	100%	$0.0004	2.0s
Llama 3.1 70B	96%	$0.0003	3.2s
DeepSeek V4 Flash	100%	$0.0001	6.8s
Grok 4 Fast	100%	$0.0003	4.2s
Gemma 3 12B	100%	$0.0000	7.4s
GPT-4.1 Mini	87%	$0.0004	3.3s
Claude 3 Haiku	100%	$0.0004	3.4s
DeepSeek V4 Flash (Reasoning)	100%	$0.0001	6.3s
Llama 3.1 Nemotron 70B	100%	$0.0001	9.6s
GPT-4o Mini (temp=1)	100%	$0.0002	15.5s
Z.AI GLM 4.5	96%	$0.0005	5.8s

	Score	Cost	Speed	Stability
Mistral Small 4	100%	$0.0002	2.9s	100%
GPT-4o Mini (temp=0)	100%	$0.0002	3.4s	100%
Mistral Small 3.2 24B	100%	$0.0001	4.1s	100%
Gemini 3.1 Flash Lite (Preview)	100%	$0.0004	2.0s	100%
Gemini 3.1 Flash Lite	100%	$0.0004	2.0s	100%
Grok 4 Fast	100%	$0.0003	4.2s	100%
Claude 3 Haiku	100%	$0.0004	3.4s	100%
Gemini 3.1 Flash Lite (Reasoning)	100%	$0.0004	3.6s	100%
DeepSeek V4 Flash (Reasoning)	100%	$0.0001	6.3s	100%
DeepSeek V4 Flash	100%	$0.0001	6.8s	100%
Gemma 3 12B	100%	$0.0000	7.4s	100%
Ministral 3 14B	100%	$0.0001	8.2s	100%
Qwen3 235B A22B Instruct 2507	100%	$0.0001	8.3s	100%
Gemini 3 Flash (Preview)	100%	$0.0009	3.2s	100%
Grok 4.20	100%	$0.0007	4.9s	100%
Llama 3.1 Nemotron 70B	100%	$0.0001	9.6s	100%
Mistral Medium 3.1	100%	$0.0006	6.1s	100%
Mistral Large 3	100%	$0.0005	7.2s	100%
Grok 4.1 Fast	100%	$0.0003	10.2s	100%
DeepSeek V3 (2024-12-26)	100%	$0.0004	10.1s	100%

Dialogue tags

Write unattributed dialogue

Performance Score Distribution (Top 20)

Price-Performance Score Distribution (Top 20)

Most Stable Models (Top 20)

Top Overall Models (Top 20)

Rank	Model	Avg. Cost	Avg. Time	Stability	# 1	# 2	# 3	# 4	# 5	# 6	# 7	# 8	# 9	# 10	Total
64	Claude Opus 4.6 (Reasoning)	$0.0091	10.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
126	Qwen3.6 Max Preview	$0.027	1.7m	100%	100	100	100	100	100	100	100	100	100	100	100%
101	Gemini 3.1 Pro (Preview)	$0.024	23.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
63	Z.AI GLM 5.1	$0.0060	30.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
39	Z.AI GLM 5 Turbo	$0.0033	9.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
106	Grok 4.3 (Reasoning)	$0.018	1.4m	100%	100	100	100	100	100	100	100	100	100	100	100%
57	GPT-5.4 (Reasoning)	$0.0073	15.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
69	Claude Opus 4.7 (Reasoning)	$0.011	6.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
76	GPT-5.5 (Reasoning)	$0.012	11.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
72	GPT-5.5 (Reasoning, Low)	$0.011	11.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
48	GPT-5.1	$0.0049	12.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
55	Claude Opus 4.6	$0.0079	9.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
104	MoonshotAI: Kimi K2.6	$0.015	1.6m	100%	100	100	100	100	100	100	100	100	100	100	100%
113	GPT-5	$0.027	51.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
145	Qwen 3.5 397B A17B	$0.026	3.1m	100%	100	100	100	100	100	100	100	100	100	100	100%
58	Gemma 4 31B (Reasoning)	$0.0004	1.1m	100%	100	100	100	100	100	100	100	100	100	100	100%
107	Qwen 3.5 122B	$0.022	56.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
81	Qwen 3.5 Plus (2026-04-20)	$0.0086	59.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
68	Gemma 4 26B (Reasoning)	$0.0011	1.2m	100%	100	100	100	100	100	100	100	100	100	100	100%
49	GPT-5.4 (Reasoning, Low)	$0.0060	10.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
70	Z.AI GLM 5	$0.0049	50.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
67	MoonshotAI: Kimi K2.5	$0.0053	40.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
99	Qwen 3.5 27B	$0.016	1.3m	100%	100	100	100	100	100	100	100	100	100	100	100%
47	Gemini 3 Flash (Preview, Reasoning)	$0.0048	10.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
88	DeepSeek V4 Pro (Reasoning)	$0.0085	1.6m	100%	100	100	100	100	100	100	100	100	100	100	100%
71	Claude Opus 4.7	$0.011	7.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
54	Claude Opus 4.5	$0.0077	8.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
19	Grok 4.1 Fast	$0.0003	10.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
34	Aion 2.0	$0.0011	16.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
66	Z.AI GLM 4.6	$0.0033	51.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
62	GPT-5.5	$0.0091	9.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
51	Qwen 3.6 35B	$0.0044	24.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
9	DeepSeek V4 Flash (Reasoning)	$0.0001	6.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
83	Gemini 3 Pro (Preview)	$0.017	13.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
40	Claude Sonnet 4	$0.0044	7.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
59	Z.AI GLM 4.7	$0.0027	51.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
31	GPT-4.1	$0.0023	4.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
65	Grok 4	$0.0080	18.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
42	Claude Sonnet 4.5	$0.0045	7.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
95	Claude Opus 4	$0.023	15.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
27	Stealth: Hunter Alpha	$0.0000	16.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
25	Gemma 4 31B	$0.0001	15.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	Gemini 3.1 Flash Lite (Reasoning)	$0.0004	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	Grok 4 Fast	$0.0003	4.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
4	Gemini 3.1 Flash Lite (Preview)	$0.0004	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	Gemma 4 26B	$0.0001	17.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
5	Gemini 3.1 Flash Lite	$0.0004	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
18	Mistral Large 3	$0.0005	7.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
41	GPT-4o, May 13th (temp=0)	$0.0048	5.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	Gemini 3 Flash (Preview)	$0.0009	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	DeepSeek-V2 Chat	$0.0001	16.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	Z.AI GLM 4.7 Flash	$0.0006	24.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
46	GPT-5.4	$0.0048	9.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
44	Claude 3.5 Sonnet	$0.0049	6.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
43	GPT-4o, May 13th (temp=1)	$0.0049	5.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	DeepSeek V3 (2024-12-26)	$0.0004	10.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
45	Claude 3.7 Sonnet	$0.0050	7.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
29	Hermes 3 405B	$0.0000	17.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	DeepSeek V4 Pro	$0.0009	25.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	GPT-4o, Aug. 6th (temp=1)	$0.0030	3.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	GPT-4o, Aug. 6th (temp=0)	$0.0030	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	Mistral Large 2	$0.0019	8.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	Mistral Small 4 (Reasoning)	$0.0010	11.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
26	DeepSeek V3.1	$0.0002	15.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
10	DeepSeek V4 Flash	$0.0001	6.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
23	DeepSeek V3 (2025-03-24)	$0.0003	14.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
15	Grok 4.20	$0.0007	4.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
60	Mistral Large	$0.0091	8.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
13	Qwen3 235B A22B Instruct 2507	$0.0001	8.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	Writer: Palmyra X5	$0.0021	8.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	GPT-4o Mini (temp=1)	$0.0002	15.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Mistral Small 3.2 24B	$0.0001	4.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
11	Gemma 3 12B	$0.0000	7.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
2	GPT-4o Mini (temp=0)	$0.0002	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	Gemma 3 27B	$0.0001	12.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	Mistral Medium 3.1	$0.0006	6.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Mistral Small 4	$0.0002	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
16	Llama 3.1 Nemotron 70B	$0.0001	9.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	Ministral 3 14B	$0.0001	8.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
7	Claude 3 Haiku	$0.0004	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
77	Claude Sonnet 4.6 (Reasoning)	$0.0054	8.4s	76%	100	100	100	100	100	100	100	100	100	61	96%
98	o4 Mini High	$0.014	34.7s	76%	100	100	100	100	100	100	100	100	100	61	96%
96	Qwen 3.6 27B	$0.010	54.4s	76%	100	100	100	100	100	100	100	100	100	61	96%
92	Gemini 2.5 Pro	$0.015	14.6s	76%	100	100	100	100	100	100	100	100	100	61	96%
61	Xiaomi MIMO v2.5 Pro	$0.0014	10.3s	76%	100	100	100	100	100	100	100	100	100	61	96%
53	Z.AI GLM 4.5	$0.0005	5.8s	76%	100	100	100	100	100	100	100	100	100	61	96%
56	Grok 4.20 (Beta)	$0.0016	1.9s	76%	100	100	100	100	100	100	100	100	100	61	96%
82	GPT-5 Nano	$0.0023	58.8s	76%	100	100	100	100	100	100	100	100	100	61	96%
50	Gemini 2.5 Flash Lite	$0.0001	1.4s	76%	100	100	100	100	100	100	100	100	100	61	96%
52	Llama 3.1 70B	$0.0003	3.2s	76%	100	100	100	100	100	100	100	100	100	61	96%
79	Claude Sonnet 4.6	$0.0046	7.7s	69%	100	100	100	100	100	100	100	100	61	61	92%
80	GPT-5.2	$0.0046	9.8s	69%	100	100	100	100	100	100	100	100	61	61	92%
78	Gemini 2.5 Flash Lite (Reasoning)	$0.0006	20.1s	69%	100	100	100	100	100	100	100	100	61	61	92%
74	Claude Haiku 4.5	$0.0016	4.0s	69%	100	100	100	100	100	100	100	100	61	61	92%
73	Xiaomi MIMO v2.5	$0.0009	6.1s	69%	100	100	100	100	100	100	100	100	61	61	92%
91	GPT-5 Mini	$0.0022	14.1s	40%	100	100	100	100	100	100	100	100	100	0	90%
121	Grok 4.20 (Beta, Reasoning)	$0.019	14.1s	40%	100	100	100	100	100	100	100	100	100	0	90%
108	Grok 4.20 (Reasoning)	$0.0067	36.2s	40%	100	100	100	100	100	100	100	100	100	0	90%
93	ByteDance Seed 1.6	$0.0023	27.7s	40%	100	100	100	100	100	100	100	100	100	0	90%
103	Qwen 3.6 Flash	$0.0063	22.6s	40%	100	100	100	100	100	100	100	100	100	0	90%
85	DeepSeek V3.2	$0.0002	13.7s	40%	100	100	100	100	100	100	100	100	100	0	90%
75	Mistral Small Creative	$0.0001	2.2s	64%	100	100	100	100	100	100	100	61	61	61	88%
90	Gemini 2.5 Flash (Reasoning)	$0.0035	7.1s	45%	100	100	100	100	100	100	100	100	61	14	87%
84	GPT-4.1 Mini	$0.0004	3.3s	45%	100	100	100	100	100	100	100	100	61	14	87%
87	Cohere Command R+ (Aug. 2024)	$0.0030	7.0s	45%	100	100	100	100	100	100	100	100	61	14	87%
114	MiniMax M2.5	$0.0044	1.2m	39%	100	100	100	100	100	100	100	100	61	1	86%
136	MiniMax M2.7	$0.0081	2.1m	38%	100	100	100	100	100	100	100	100	61	0	86%
89	Z.AI GLM 4.5 Air	$0.0005	15.4s	44%	100	100	100	100	100	100	100	61	61	14	83%
102	Qwen 3.5 Plus (2026-02-15)	$0.0008	13.3s	26%	100	100	100	100	100	100	100	100	14	1	81%
86	Inception Mercury 2	$0.0009	1.9s	44%	100	100	100	100	100	100	61	61	61	14	80%
94	GPT-5.4 Mini (Reasoning)	$0.0020	3.7s	37%	100	100	100	100	100	100	61	61	61	0	78%
97	Stealth: Healer Alpha	$0.0000	6.3s	32%	100	100	100	100	100	100	61	61	14	14	75%
100	Gemini 2.5 Flash	$0.0009	2.5s	31%	100	100	100	100	100	61	61	61	61	1	74%
119	o4 Mini	$0.0063	15.9s	22%	100	100	100	100	100	100	61	61	0	0	72%
139	Qwen 3.5 9B	$0.0012	1.8m	12%	100	100	100	100	100	100	100	14	0	0	71%
146	Qwen 3.5 35B	$0.016	53.3s	8%	100	100	100	100	100	100	100	0	0	0	70%
130	Qwen 3.5 Flash	$0.0030	51.7s	8%	100	100	100	100	100	100	100	0	0	0	70%
105	GPT-4.1 Nano	$0.0001	2.9s	23%	100	100	100	100	100	61	61	61	14	1	70%
109	Grok 4.3	$0.0006	4.0s	19%	100	100	100	100	100	100	61	14	14	1	69%
115	GPT-OSS 120B	$0.0002	29.8s	18%	100	100	100	100	100	100	61	14	14	0	69%
110	GPT-5.4 Mini	$0.0014	2.2s	22%	100	100	100	100	61	61	61	61	14	14	67%
112	Qwen 3 32B	$0.0004	23.9s	22%	100	100	100	100	61	61	61	61	14	14	67%
125	Nemotron 3 Nano	$0.0009	50.4s	10%	100	100	100	100	100	100	61	0	0	0	66%
111	Hermes 3 70B	$0.0001	12.7s	17%	100	100	100	100	100	61	61	14	14	1	65%
137	ByteDance Seed 2.0 Mini	$0.0011	1.0m	2%	100	100	100	100	100	100	0	0	0	0	60%
118	Qwen 2.5 72B	$0.0001	7.5s	14%	100	100	100	100	61	61	14	14	14	14	58%
134	Nemotron 3 Super	$0.0000	56.2s	5%	100	100	100	100	100	61	0	0	0	0	56%
120	ByteDance Seed 1.6 Flash	$0.0003	6.9s	15%	100	100	100	61	61	61	14	14	14	0	52%
117	Arcee AI: Trinity Mini	$0.0001	3.9s	19%	100	100	61	61	61	61	61	14	1	1	52%
141	Stealth: Aurora Alpha	—	3.3s	11%	100	100	100	61	61	61	14	1	0	0	50%
122	LFM2 24B	$0.0000	7.1s	9%	100	100	100	61	61	14	14	14	14	14	49%
127	Rocinante 12B	$0.0002	14.5s	4%	100	100	100	100	61	14	14	1	0	0	49%
116	Mistral NeMO	$0.0000	4.0s	24%	100	61	61	61	61	61	61	14	1	0	48%
124	Arcee AI: Trinity Large (Preview)	$0.0000	6.8s	3%	100	100	100	100	61	14	1	1	0	0	48%
128	Inception Mercury	$0.0002	2.2s	4%	100	100	100	61	61	1	1	1	0	0	42%
129	Ministral 3B	$0.0000	1.8s	2%	100	100	100	61	14	14	14	1	0	0	40%
123	Ministral 3 8B	$0.0001	2.0s	12%	100	61	61	61	61	14	14	0	0	0	37%
131	Gemma 3 4B	$0.0000	3.4s	5%	100	61	61	61	14	14	14	14	1	1	34%
133	Llama 3.1 8B	$0.0001	1.3s	1%	100	100	61	61	14	1	1	1	0	0	34%
135	GPT-5.4 Mini (Reasoning, Low)	$0.0016	3.2s	7%	61	61	61	61	14	14	14	14	14	1	31%
132	Ministral 3 3B	$0.0000	1.5s	7%	61	61	61	61	14	14	14	14	1	0	30%
138	WizardLM 2 8x22b	$0.0005	12.6s	6%	100	61	14	14	14	14	14	14	14	1	26%
140	Ministral 8B	$0.0000	2.1s	1%	61	61	61	14	1	1	1	0	0	0	20%
142	GPT-5.4 Nano	$0.0004	2.1s	0%	100	14	14	1	1	0	0	0	0	0	13%
143	GPT-5.4 Nano (Reasoning, Low)	$0.0004	2.0s	1%	61	14	14	1	1	1	0	0	0	0	9%
144	GPT-5.4 Nano (Reasoning)	$0.0004	2.3s	0%	61	14	14	1	0	0	0	0	0	0	9%
147	ByteDance Seed 2.0 Lite	$0.0028	33.4s	0%	0	0	0	0	0	0	0	0	0	0	0%
85.42%