Write unattributed dialogue

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%
Gemini 3.1 Pro (Preview)	100%
Z.AI GLM 5 Turbo	100%
GPT-5.4 (Reasoning)	100%
GPT-5.1	100%
Claude Opus 4.6	100%
GPT-5	100%
Qwen 3.5 397B A17B	100%
Qwen 3.5 122B	100%
GPT-5.4 (Reasoning, Low)	100%
Z.AI GLM 5	100%
MoonshotAI: Kimi K2.5	100%
Qwen 3.5 27B	100%
Gemini 3 Flash (Preview, Reasoning)	100%
Claude Opus 4.5	100%
Grok 4.1 Fast	100%
Aion 2.0	100%
Z.AI GLM 4.6	100%
Gemini 3 Pro (Preview)	100%
Claude Sonnet 4	100%

	Score	Cost	Time
Gemini 2.5 Flash Lite	96%	$0.0001	1.4s
Mistral Small Creative	88%	$0.0001	2.2s
Ministral 3 14B	100%	$0.0001	8.2s
Mistral Small 4	100%	$0.0002	2.9s
Mistral Small 3.2 24B	100%	$0.0001	4.1s
Gemini 3.1 Flash Lite (Preview)	100%	$0.0004	2.0s
GPT-4o Mini (temp=0)	100%	$0.0002	3.4s
Llama 3.1 70B	96%	$0.0003	3.2s
GPT-4.1 Mini	87%	$0.0004	3.3s
Qwen3 235B A22B Instruct 2507	100%	$0.0001	8.3s
Claude 3 Haiku	100%	$0.0004	3.4s
Grok 4 Fast	100%	$0.0003	4.2s
Gemma 3 12B	100%	$0.0000	7.4s
Gemini 3 Flash (Preview)	100%	$0.0009	3.2s
Z.AI GLM 4.5	96%	$0.0005	5.8s
GPT-4o Mini (temp=1)	100%	$0.0002	15.5s
Llama 3.1 Nemotron 70B	100%	$0.0001	9.6s
Mistral Medium 3.1	100%	$0.0006	6.1s
Mistral Large 3	100%	$0.0005	7.2s
DeepSeek V3 (2025-03-24)	100%	$0.0003	14.6s

	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%
Grok 4 Fast	100%	$0.0003	4.2s	100%
Claude 3 Haiku	100%	$0.0004	3.4s	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%
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%
Gemma 3 27B	100%	$0.0001	12.5s	100%
GPT-4o Mini (temp=1)	100%	$0.0002	15.5s	100%
DeepSeek V3 (2025-03-24)	100%	$0.0003	14.6s	100%
DeepSeek-V2 Chat	100%	$0.0001	16.1s	100%
DeepSeek V3.1	100%	$0.0002	15.4s	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
52	Claude Opus 4.6 (Reasoning)	$0.0091	10.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
79	Gemini 3.1 Pro (Preview)	$0.024	23.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
31	Z.AI GLM 5 Turbo	$0.0033	9.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
49	GPT-5.4 (Reasoning)	$0.0073	15.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
40	GPT-5.1	$0.0049	12.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
46	Claude Opus 4.6	$0.0079	9.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
86	GPT-5	$0.027	51.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
116	Qwen 3.5 397B A17B	$0.026	3.1m	100%	100	100	100	100	100	100	100	100	100	100	100%
82	Qwen 3.5 122B	$0.022	56.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
41	GPT-5.4 (Reasoning, Low)	$0.0060	10.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
56	Z.AI GLM 5	$0.0049	50.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
55	MoonshotAI: Kimi K2.5	$0.0053	40.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
78	Qwen 3.5 27B	$0.016	1.3m	100%	100	100	100	100	100	100	100	100	100	100	100%
39	Gemini 3 Flash (Preview, Reasoning)	$0.0048	10.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
45	Claude Opus 4.5	$0.0077	8.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	Grok 4.1 Fast	$0.0003	10.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
27	Aion 2.0	$0.0011	16.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
54	Z.AI GLM 4.6	$0.0033	51.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
64	Gemini 3 Pro (Preview)	$0.017	13.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	Claude Sonnet 4	$0.0044	7.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
50	Z.AI GLM 4.7	$0.0027	51.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	GPT-4.1	$0.0023	4.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
53	Grok 4	$0.0080	18.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
34	Claude Sonnet 4.5	$0.0045	7.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
74	Claude Opus 4	$0.023	15.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	Stealth: Hunter Alpha	$0.0000	16.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
5	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%
13	Mistral Large 3	$0.0005	7.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	GPT-4o, May 13th (temp=0)	$0.0048	5.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
10	Gemini 3 Flash (Preview)	$0.0009	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
19	DeepSeek-V2 Chat	$0.0001	16.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	Z.AI GLM 4.7 Flash	$0.0006	24.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	GPT-5.4	$0.0048	9.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	Claude 3.5 Sonnet	$0.0049	6.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	GPT-4o, May 13th (temp=1)	$0.0049	5.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
15	DeepSeek V3 (2024-12-26)	$0.0004	10.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	Claude 3.7 Sonnet	$0.0050	7.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
23	Hermes 3 405B	$0.0000	17.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
29	GPT-4o, Aug. 6th (temp=1)	$0.0030	3.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	GPT-4o, Aug. 6th (temp=0)	$0.0030	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
25	Mistral Large 2	$0.0019	8.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	Mistral Small 4 (Reasoning)	$0.0010	11.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	DeepSeek V3.1	$0.0002	15.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
18	DeepSeek V3 (2025-03-24)	$0.0003	14.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
51	Mistral Large	$0.0091	8.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
9	Qwen3 235B A22B Instruct 2507	$0.0001	8.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
26	Writer: Palmyra X5	$0.0021	8.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	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%
7	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%
16	Gemma 3 27B	$0.0001	12.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	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%
11	Llama 3.1 Nemotron 70B	$0.0001	9.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	Ministral 3 14B	$0.0001	8.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	Claude 3 Haiku	$0.0004	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
59	Claude Sonnet 4.6 (Reasoning)	$0.0054	8.4s	76%	100	100	100	100	100	100	100	100	100	61	96%
76	o4 Mini High	$0.014	34.7s	76%	100	100	100	100	100	100	100	100	100	61	96%
71	Gemini 2.5 Pro	$0.015	14.6s	76%	100	100	100	100	100	100	100	100	100	61	96%
44	Z.AI GLM 4.5	$0.0005	5.8s	76%	100	100	100	100	100	100	100	100	100	61	96%
47	Grok 4.20 (Beta)	$0.0016	1.9s	76%	100	100	100	100	100	100	100	100	100	61	96%
48	Claude 3.5 Haiku	$0.0012	5.0s	76%	100	100	100	100	100	100	100	100	100	61	96%
63	GPT-5 Nano	$0.0023	58.8s	76%	100	100	100	100	100	100	100	100	100	61	96%
42	Gemini 2.5 Flash Lite	$0.0001	1.4s	76%	100	100	100	100	100	100	100	100	100	61	96%
43	Llama 3.1 70B	$0.0003	3.2s	76%	100	100	100	100	100	100	100	100	100	61	96%
61	Claude Sonnet 4.6	$0.0046	7.7s	69%	100	100	100	100	100	100	100	100	61	61	92%
62	GPT-5.2	$0.0046	9.8s	69%	100	100	100	100	100	100	100	100	61	61	92%
60	Gemini 2.5 Flash Lite (Reasoning)	$0.0006	20.1s	69%	100	100	100	100	100	100	100	100	61	61	92%
57	Claude Haiku 4.5	$0.0016	4.0s	69%	100	100	100	100	100	100	100	100	61	61	92%
70	GPT-5 Mini	$0.0022	14.1s	40%	100	100	100	100	100	100	100	100	100	0	90%
94	Grok 4.20 (Beta, Reasoning)	$0.019	14.1s	40%	100	100	100	100	100	100	100	100	100	0	90%
72	ByteDance Seed 1.6	$0.0023	27.7s	40%	100	100	100	100	100	100	100	100	100	0	90%
66	DeepSeek V3.2	$0.0002	13.7s	40%	100	100	100	100	100	100	100	100	100	0	90%
58	Mistral Small Creative	$0.0001	2.2s	64%	100	100	100	100	100	100	100	61	61	61	88%
69	Gemini 2.5 Flash (Reasoning)	$0.0035	7.1s	45%	100	100	100	100	100	100	100	100	61	14	87%
65	GPT-4.1 Mini	$0.0004	3.3s	45%	100	100	100	100	100	100	100	100	61	14	87%
68	Cohere Command R+ (Aug. 2024)	$0.0030	7.0s	45%	100	100	100	100	100	100	100	100	61	14	87%
87	MiniMax M2.5	$0.0044	1.2m	39%	100	100	100	100	100	100	100	100	61	1	86%
107	MiniMax M2.7	$0.0081	2.1m	38%	100	100	100	100	100	100	100	100	61	0	86%
80	Qwen 3.5 Plus (2026-02-15)	$0.0008	13.3s	26%	100	100	100	100	100	100	100	100	14	1	81%
67	Inception Mercury 2	$0.0009	1.9s	44%	100	100	100	100	100	100	61	61	61	14	80%
73	GPT-5.4 Mini (Reasoning)	$0.0020	3.7s	37%	100	100	100	100	100	100	61	61	61	0	78%
75	Stealth: Healer Alpha	$0.0000	6.3s	32%	100	100	100	100	100	100	61	61	14	14	75%
77	Gemini 2.5 Flash	$0.0009	2.5s	31%	100	100	100	100	100	61	61	61	61	1	74%
92	o4 Mini	$0.0063	15.9s	22%	100	100	100	100	100	100	61	61	0	0	72%
110	Qwen 3.5 9B	$0.0012	1.8m	12%	100	100	100	100	100	100	100	14	0	0	71%
117	Qwen 3.5 35B	$0.016	53.3s	8%	100	100	100	100	100	100	100	0	0	0	70%
101	Qwen 3.5 Flash	$0.0030	51.7s	8%	100	100	100	100	100	100	100	0	0	0	70%
81	GPT-4.1 Nano	$0.0001	2.9s	23%	100	100	100	100	100	61	61	61	14	1	70%
83	GPT-5.4 Mini	$0.0014	2.2s	22%	100	100	100	100	61	61	61	61	14	14	67%
85	Qwen 3 32B	$0.0004	23.9s	22%	100	100	100	100	61	61	61	61	14	14	67%
97	Nemotron 3 Nano	$0.0009	50.4s	10%	100	100	100	100	100	100	61	0	0	0	66%
84	Hermes 3 70B	$0.0001	12.7s	17%	100	100	100	100	100	61	61	14	14	1	65%
108	ByteDance Seed 2.0 Mini	$0.0011	1.0m	2%	100	100	100	100	100	100	0	0	0	0	60%
90	Qwen 2.5 72B	$0.0001	7.5s	14%	100	100	100	100	61	61	14	14	14	14	58%
105	Nemotron 3 Super	$0.0000	56.2s	5%	100	100	100	100	100	61	0	0	0	0	56%
91	ByteDance Seed 1.6 Flash	$0.0003	6.9s	15%	100	100	100	61	61	61	14	14	14	0	52%
89	Arcee AI: Trinity Mini	$0.0001	3.9s	19%	100	100	61	61	61	61	61	14	1	1	52%
112	Stealth: Aurora Alpha	—	3.3s	11%	100	100	100	61	61	61	14	1	0	0	50%
93	LFM2 24B	$0.0000	7.1s	9%	100	100	100	61	61	14	14	14	14	14	49%
98	Rocinante 12B	$0.0002	14.5s	4%	100	100	100	100	61	14	14	1	0	0	49%
88	Mistral NeMO	$0.0000	4.0s	24%	100	61	61	61	61	61	61	14	1	0	48%
96	Arcee AI: Trinity Large (Preview)	$0.0000	6.8s	3%	100	100	100	100	61	14	1	1	0	0	48%
99	Inception Mercury	$0.0002	2.2s	4%	100	100	100	61	61	1	1	1	0	0	42%
100	Ministral 3B	$0.0000	1.8s	2%	100	100	100	61	14	14	14	1	0	0	40%
95	Ministral 3 8B	$0.0001	2.0s	12%	100	61	61	61	61	14	14	0	0	0	37%
102	Gemma 3 4B	$0.0000	3.4s	5%	100	61	61	61	14	14	14	14	1	1	34%
104	Llama 3.1 8B	$0.0001	1.3s	1%	100	100	61	61	14	1	1	1	0	0	34%
106	GPT-5.4 Mini (Reasoning, Low)	$0.0016	3.2s	7%	61	61	61	61	14	14	14	14	14	1	31%
103	Ministral 3 3B	$0.0000	1.5s	7%	61	61	61	61	14	14	14	14	1	0	30%
109	WizardLM 2 8x22b	$0.0005	12.6s	6%	100	61	14	14	14	14	14	14	14	1	26%
111	Ministral 8B	$0.0000	2.1s	1%	61	61	61	14	1	1	1	0	0	0	20%
113	GPT-5.4 Nano	$0.0004	2.1s	0%	100	14	14	1	1	0	0	0	0	0	13%
114	GPT-5.4 Nano (Reasoning, Low)	$0.0004	2.0s	1%	61	14	14	1	1	1	0	0	0	0	9%
115	GPT-5.4 Nano (Reasoning)	$0.0004	2.3s	0%	61	14	14	1	0	0	0	0	0	0	9%
118	ByteDance Seed 2.0 Lite	$0.0028	33.4s	0%	0	0	0	0	0	0	0	0	0	0	0%
82.78%