Count point of views for Olivia

Novel outline

Handle questions about the outline of a novel in various formats

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%
Claude Sonnet 4.6 (Reasoning)	100%
GPT-5.4 (Reasoning)	100%
GPT-5.1	100%
Claude Opus 4.6	100%
Qwen 3.5 397B A17B	100%
Qwen 3.5 122B	100%
Grok 4.20 (Beta, Reasoning)	100%
GPT-5.4 (Reasoning, Low)	100%
Z.AI GLM 5	100%
Claude Sonnet 4.6	100%
MoonshotAI: Kimi K2.5	100%
Qwen 3.5 27B	100%
GPT-5.4 Mini (Reasoning)	100%
Gemini 3 Flash (Preview, Reasoning)	100%
o4 Mini High	100%
GPT-5.2	100%
Claude Opus 4.5	100%

	Score	Cost	Time
Stealth: Aurora Alpha	100%	—	764ms
Inception Mercury 2	100%	$0.0003	618ms
Ministral 3 8B	80%	$0.0003	2.4s
GPT-4.1 Mini	90%	$0.0003	2.0s
Gemini 2.5 Flash Lite (Reasoning)	100%	$0.0004	2.4s
Gemini 3.1 Flash Lite (Preview)	80%	$0.0007	1.2s
Ministral 3 14B	100%	$0.0003	3.3s
Grok 4.1 Fast	80%	$0.0004	3.2s
Stealth: Hunter Alpha	80%	$0.0000	23.6s
GPT-5.4 Nano (Reasoning)	90%	$0.0005	5.3s
Nemotron 3 Super	90%	$0.0000	10.7s
DeepSeek V3.2	80%	$0.0004	10.0s
Qwen3 235B A22B Instruct 2507	70%	$0.0003	6.0s
GPT-5.4 Mini (Reasoning, Low)	100%	$0.0014	3.2s
GPT-5.4 Mini (Reasoning)	100%	$0.0015	3.6s
GPT-5.4 (Reasoning, Low)	100%	$0.0022	3.0s
MiniMax M2.7	90%	$0.0009	9.7s
Llama 3.1 Nemotron 70B	90%	$0.0006	10.8s
GPT-5.1	100%	$0.0018	4.7s
Gemini 2.5 Flash (Reasoning)	100%	$0.0021	3.4s

Novel outline

Count point of views for Olivia

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
34	Claude Opus 4.6 (Reasoning)	$0.015	5.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	Gemini 3.1 Pro (Preview)	$0.013	11.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
13	Z.AI GLM 5 Turbo	$0.0025	6.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
23	Claude Sonnet 4.6 (Reasoning)	$0.0089	4.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
11	GPT-5.4 (Reasoning)	$0.0031	3.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
9	GPT-5.1	$0.0018	4.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
27	Claude Opus 4.6	$0.011	4.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	Qwen 3.5 397B A17B	$0.0049	28.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	Qwen 3.5 122B	$0.0058	13.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
15	Grok 4.20 (Beta, Reasoning)	$0.0047	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
7	GPT-5.4 (Reasoning, Low)	$0.0022	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	Z.AI GLM 5	$0.0025	17.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	Claude Sonnet 4.6	$0.0063	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
25	MoonshotAI: Kimi K2.5	$0.0023	17.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	Qwen 3.5 27B	$0.0044	24.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	GPT-5.4 Mini (Reasoning)	$0.0015	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	Gemini 3 Flash (Preview, Reasoning)	$0.0031	4.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
16	o4 Mini High	$0.0032	6.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
10	GPT-5.2	$0.0025	3.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
29	Claude Opus 4.5	$0.012	3.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	Aion 2.0	$0.0022	15.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	Gemini 3 Pro (Preview)	$0.012	6.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
18	MiniMax M2.5	$0.0009	13.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
39	Z.AI GLM 4.7	$0.0021	47.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	Gemini 2.5 Pro	$0.011	7.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	o4 Mini	$0.0027	6.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	Grok 4	$0.013	13.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	Qwen 3.5 35B	$0.0046	12.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	Gemini 2.5 Flash (Reasoning)	$0.0021	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	Qwen 3.5 Flash	$0.0011	17.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
31	Qwen 3.5 Plus (2026-02-15)	$0.0029	25.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
5	GPT-5.4 Mini (Reasoning, Low)	$0.0014	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Gemini 2.5 Flash Lite (Reasoning)	$0.0004	2.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
26	Z.AI GLM 4.7 Flash	$0.0005	23.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
2	Inception Mercury 2	$0.0003	618ms	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Stealth: Aurora Alpha	—	764ms	100%	100	100	100	100	100	100	100	100	100	100	100%
19	GPT-5 Nano	$0.0005	16.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
4	Ministral 3 14B	$0.0003	3.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
41	GPT-5 Mini	$0.0012	8.3s	40%	100	100	100	100	100	100	100	100	100	0	90%
52	Z.AI GLM 4.6	$0.0020	29.3s	40%	100	100	100	100	100	100	100	100	100	0	90%
43	MiniMax M2.7	$0.0009	9.7s	40%	100	100	100	100	100	100	100	100	100	0	90%
46	Claude Sonnet 4	$0.0082	4.3s	40%	100	100	100	100	100	100	100	100	100	0	90%
84	Claude Opus 4	$0.035	8.4s	40%	100	100	100	100	100	100	100	100	100	0	90%
57	Qwen 3.5 9B	$0.0007	55.8s	40%	100	100	100	100	100	100	100	100	100	0	90%
42	Nemotron 3 Super	$0.0000	10.7s	40%	100	100	100	100	100	100	100	100	100	0	90%
38	GPT-4.1 Mini	$0.0003	2.0s	40%	100	100	100	100	100	100	100	100	100	0	90%
45	DeepSeek V3 (2025-03-24)	$0.0006	14.8s	40%	100	100	100	100	100	100	100	100	100	0	90%
40	GPT-5.4 Nano (Reasoning)	$0.0005	5.3s	40%	100	100	100	100	100	100	100	100	100	0	90%
44	Llama 3.1 Nemotron 70B	$0.0006	10.8s	40%	100	100	100	100	100	100	100	100	100	0	90%
49	Grok 4.1 Fast	$0.0004	3.2s	20%	100	100	100	100	100	100	100	100	0	0	80%
54	Stealth: Hunter Alpha	$0.0000	23.6s	20%	100	100	100	100	100	100	100	100	0	0	80%
107	ByteDance Seed 2.0 Mini	$0.0014	1.2m	20%	100	100	100	100	100	100	100	100	0	0	80%
47	Gemini 3.1 Flash Lite (Preview)	$0.0007	1.2s	20%	100	100	100	100	100	100	100	100	0	0	80%
56	GPT-4o, May 13th (temp=0)	$0.011	6.3s	20%	100	100	100	100	100	100	100	100	0	0	80%
50	Claude 3.5 Haiku	$0.0020	4.4s	20%	100	100	100	100	100	100	100	100	0	0	80%
51	DeepSeek V3.2	$0.0004	10.0s	20%	100	100	100	100	100	100	100	100	0	0	80%
48	Ministral 3 8B	$0.0003	2.4s	20%	100	100	100	100	100	100	100	100	0	0	80%
55	GPT-4.1	$0.0027	4.3s	8%	100	100	100	100	100	100	100	0	0	0	70%
58	ByteDance Seed 2.0 Lite	$0.0019	18.1s	8%	100	100	100	100	100	100	100	0	0	0	70%
53	Qwen3 235B A22B Instruct 2507	$0.0003	6.0s	8%	100	100	100	100	100	100	100	0	0	0	70%
70	Claude 3.7 Sonnet	$0.0075	4.4s	2%	100	100	100	100	100	100	0	0	0	0	60%
62	Mistral Large 2	$0.0043	6.7s	2%	100	100	100	100	100	100	0	0	0	0	60%
81	Claude Sonnet 4.5	$0.0080	4.0s	0%	100	100	100	100	100	0	0	0	0	0	50%
68	Stealth: Healer Alpha	$0.0000	9.3s	0%	100	100	100	100	100	0	0	0	0	0	50%
63	DeepSeek V3 (2024-12-26)	$0.0007	6.0s	0%	100	100	100	100	100	0	0	0	0	0	50%
60	Mistral Small 4 (Reasoning)	$0.0004	3.2s	0%	100	100	100	100	100	0	0	0	0	0	50%
79	Qwen 3 32B	$0.0006	17.5s	0%	100	100	100	100	100	0	0	0	0	0	50%
61	GPT-5.4 Nano (Reasoning, Low)	$0.0005	3.1s	0%	100	100	100	100	100	0	0	0	0	0	50%
64	Llama 3.1 70B	$0.0011	5.2s	0%	100	100	100	100	100	0	0	0	0	0	50%
67	Qwen 2.5 72B	$0.0006	7.3s	0%	100	100	100	100	100	0	0	0	0	0	50%
59	Llama 3.1 8B	$0.0002	1.9s	0%	100	100	100	100	100	0	0	0	0	0	50%
82	ByteDance Seed 1.6	$0.0013	11.2s	0%	100	100	100	100	0	0	0	0	0	0	40%
75	Z.AI GLM 4.5	$0.0008	7.6s	0%	100	100	100	100	0	0	0	0	0	0	40%
73	Claude Haiku 4.5	$0.0026	2.6s	0%	100	100	100	100	0	0	0	0	0	0	40%
65	Gemini 2.5 Flash	$0.0003	506ms	0%	100	100	100	100	0	0	0	0	0	0	40%
74	Writer: Palmyra X5	$0.0021	4.2s	0%	100	100	100	100	0	0	0	0	0	0	40%
71	ByteDance Seed 1.6 Flash	$0.0004	5.5s	0%	100	100	100	100	0	0	0	0	0	0	40%
69	Mistral NeMO	$0.0002	2.1s	0%	100	100	100	100	0	0	0	0	0	0	40%
66	Ministral 3B	$0.0001	1.2s	0%	100	100	100	100	0	0	0	0	0	0	40%
80	Gemini 3 Flash (Preview)	$0.0017	2.6s	0%	100	100	100	0	0	0	0	0	0	0	30%
72	Inception Mercury	$0.0000	598ms	0%	100	100	100	0	0	0	0	0	0	0	30%
83	Gemma 3 27B	$0.0002	7.9s	0%	100	100	100	0	0	0	0	0	0	0	30%
78	Mistral Medium 3.1	$0.0009	2.8s	0%	100	100	100	0	0	0	0	0	0	0	30%
87	Nemotron 3 Nano	$0.0003	12.1s	0%	100	100	100	0	0	0	0	0	0	0	30%
76	GPT-5.4 Nano	$0.0005	1.4s	0%	100	100	100	0	0	0	0	0	0	0	30%
77	Arcee AI: Trinity Large (Preview)	$0.0000	4.1s	0%	100	100	100	0	0	0	0	0	0	0	30%
110	GPT-5	$0.0049	10.0s	0%	100	100	0	0	0	0	0	0	0	0	20%
92	DeepSeek-V2 Chat	$0.0003	8.5s	0%	100	100	0	0	0	0	0	0	0	0	20%
86	Grok 4.20 (Beta)	$0.0013	883ms	0%	100	100	0	0	0	0	0	0	0	0	20%
114	DeepSeek V3.1	$0.0004	23.5s	0%	100	100	0	0	0	0	0	0	0	0	20%
85	GPT-4o Mini (temp=1)	$0.0002	1.5s	0%	100	100	0	0	0	0	0	0	0	0	20%
88	Hermes 3 70B	$0.0006	4.7s	0%	100	100	0	0	0	0	0	0	0	0	20%
98	WizardLM 2 8x22b	$0.0016	9.1s	0%	100	100	0	0	0	0	0	0	0	0	20%
91	Rocinante 12B	$0.0004	8.0s	0%	100	100	0	0	0	0	0	0	0	0	20%
96	Grok 4 Fast	$0.0003	2.4s	0%	100	0	0	0	0	0	0	0	0	0	10%
117	GPT-4o, May 13th (temp=1)	$0.0098	3.9s	0%	100	0	0	0	0	0	0	0	0	0	10%
105	Hermes 3 405B	$0.0000	9.6s	0%	100	0	0	0	0	0	0	0	0	0	10%
94	Mistral Small 3.2 24B	$0.0002	2.3s	0%	100	0	0	0	0	0	0	0	0	0	10%
97	Gemma 3 12B	$0.0001	5.1s	0%	100	0	0	0	0	0	0	0	0	0	10%
93	Mistral Small Creative	$0.0002	1.8s	0%	100	0	0	0	0	0	0	0	0	0	10%
95	Claude 3 Haiku	$0.0006	1.6s	0%	100	0	0	0	0	0	0	0	0	0	10%
99	Arcee AI: Trinity Mini	$0.0002	5.4s	0%	100	0	0	0	0	0	0	0	0	0	10%
111	Cohere Command R+ (Aug. 2024)	$0.0050	3.3s	0%	100	0	0	0	0	0	0	0	0	0	10%
89	Ministral 3 3B	$0.0002	1.1s	0%	100	0	0	0	0	0	0	0	0	0	10%
90	Ministral 8B	$0.0002	1.4s	0%	100	0	0	0	0	0	0	0	0	0	10%
108	Mistral Large 3	$0.0009	1.9s	0%	0	0	0	0	0	0	0	0	0	0	0%
109	GPT-5.4	$0.0019	1.4s	0%	0	0	0	0	0	0	0	0	0	0	0%
118	Claude 3.5 Sonnet	$0.0066	5.0s	0%	0	0	0	0	0	0	0	0	0	0	0%
115	GPT-4o, Aug. 6th (temp=1)	$0.0044	1.9s	0%	0	0	0	0	0	0	0	0	0	0	0%
113	GPT-4o, Aug. 6th (temp=0)	$0.0041	1.5s	0%	0	0	0	0	0	0	0	0	0	0	0%
106	GPT-5.4 Mini	$0.0011	860ms	0%	0	0	0	0	0	0	0	0	0	0	0%
100	Gemini 2.5 Flash Lite	$0.0002	532ms	0%	0	0	0	0	0	0	0	0	0	0	0%
116	Mistral Large	$0.0040	3.4s	0%	0	0	0	0	0	0	0	0	0	0	0%
101	GPT-4o Mini (temp=0)	$0.0002	765ms	0%	0	0	0	0	0	0	0	0	0	0	0%
104	Mistral Small 4	$0.0002	1.3s	0%	0	0	0	0	0	0	0	0	0	0	0%
103	GPT-4.1 Nano	$0.0001	1.4s	0%	0	0	0	0	0	0	0	0	0	0	0%
102	Gemma 3 4B	$0.0001	1.3s	0%	0	0	0	0	0	0	0	0	0	0	0%
112	LFM2 24B	$0.0001	6.4s	0%	0	0	0	0	0	0	0	0	0	0	0%
59.41%