Count point of views for Jack and 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%
Qwen3.6 Max Preview	100%
Gemini 3.1 Pro (Preview)	100%
Z.AI GLM 5 Turbo	100%
Claude Sonnet 4.6 (Reasoning)	100%
GPT-5.4 (Reasoning)	100%
Claude Opus 4.7 (Reasoning)	100%
GPT-5.5 (Reasoning)	100%
GPT-5.5 (Reasoning, Low)	100%
MoonshotAI: Kimi K2.6	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%
MoonshotAI: Kimi K2.5	100%
Qwen 3.5 27B	100%
Qwen 3.6 Flash	100%
Gemini 3 Flash (Preview, Reasoning)	100%
GPT-5.2	100%

	Score	Cost	Time
Gemini 2.5 Flash Lite	100%	$0.0003	1.0s
GPT-5.4 Nano (Reasoning, Low)	95%	$0.0007	3.2s
Gemini 3.1 Flash Lite	75%	$0.0009	1.6s
Gemini 3.1 Flash Lite (Preview)	80%	$0.0010	1.7s
Gemini 3.1 Flash Lite (Reasoning)	75%	$0.0009	1.6s
GPT-5.4 Nano (Reasoning)	100%	$0.0008	4.8s
Stealth: Hunter Alpha	80%	$0.0000	7.5s
Gemini 2.5 Flash Lite (Reasoning)	95%	$0.0009	5.1s
Mistral Large 3	90%	$0.0012	4.8s
Qwen3 235B A22B Instruct 2507	100%	$0.0004	16.4s
Z.AI GLM 4.5	100%	$0.0009	8.1s
DeepSeek V4 Flash (Reasoning)	90%	$0.0003	10.5s
Xiaomi MIMO v2.5	75%	$0.0013	5.9s
Llama 3.1 Nemotron 70B	95%	$0.0006	14.0s
Gemini 2.5 Flash (Reasoning)	80%	$0.0024	3.9s
ByteDance Seed 1.6 Flash	100%	$0.0010	15.0s
DeepSeek-V2 Chat	95%	$0.0003	17.9s
MiniMax M2.7	90%	$0.0009	11.7s
Qwen 3.5 Plus (2026-02-15)	100%	$0.0021	16.3s
Nemotron 3 Super	80%	$0.0000	13.6s

	Score	Cost	Speed	Stability
Gemini 2.5 Flash Lite	100%	$0.0003	1.0s	100%
GPT-5.4 Nano (Reasoning)	100%	$0.0008	4.8s	100%
Z.AI GLM 4.5	100%	$0.0009	8.1s	100%
Z.AI GLM 5 Turbo	100%	$0.0030	7.2s	100%
Qwen3 235B A22B Instruct 2507	100%	$0.0004	16.4s	100%
ByteDance Seed 1.6 Flash	100%	$0.0010	15.0s	100%
Gemini 3 Flash (Preview, Reasoning)	100%	$0.0041	6.0s	100%
GPT-5.4 (Reasoning, Low)	100%	$0.0051	5.3s	100%
Qwen 3.6 Flash	100%	$0.0035	10.6s	100%
Qwen 3.5 Plus (2026-02-15)	100%	$0.0021	16.3s	100%
GPT-5.2	100%	$0.0055	6.4s	100%
Qwen 3.5 Flash	100%	$0.0011	20.6s	100%
Writer: Palmyra X5	100%	$0.0039	12.4s	100%
Qwen 3.6 35B	100%	$0.0030	16.3s	100%
Grok 4.20 (Beta, Reasoning)	100%	$0.0072	4.3s	100%
Z.AI GLM 5	100%	$0.0032	21.5s	100%
MoonshotAI: Kimi K2.5	100%	$0.0033	23.3s	100%
Aion 2.0	100%	$0.0028	24.9s	100%
GPT-5.4 (Reasoning)	100%	$0.0062	18.8s	100%
Z.AI GLM 4.6	100%	$0.0023	34.1s	100%

Rank	Model	Avg. Cost	Avg. Time	Stability	# 1	# 2	# 3	# 4	# 5	# 6	# 7	# 8	# 9	# 10	Total
34	Claude Opus 4.6 (Reasoning)	$0.019	10.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
48	Qwen3.6 Max Preview	$0.017	52.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	Gemini 3.1 Pro (Preview)	$0.016	13.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
4	Z.AI GLM 5 Turbo	$0.0030	7.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
25	Claude Sonnet 4.6 (Reasoning)	$0.014	9.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
19	GPT-5.4 (Reasoning)	$0.0062	18.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	Claude Opus 4.7 (Reasoning)	$0.023	4.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	GPT-5.5 (Reasoning)	$0.017	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
26	GPT-5.5 (Reasoning, Low)	$0.015	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	MoonshotAI: Kimi K2.6	$0.0050	39.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	Qwen 3.5 397B A17B	$0.0077	48.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	Qwen 3.5 122B	$0.0091	21.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
15	Grok 4.20 (Beta, Reasoning)	$0.0072	4.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	GPT-5.4 (Reasoning, Low)	$0.0051	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
16	Z.AI GLM 5	$0.0032	21.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	MoonshotAI: Kimi K2.5	$0.0033	23.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	Qwen 3.5 27B	$0.0062	59.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
9	Qwen 3.6 Flash	$0.0035	10.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
7	Gemini 3 Flash (Preview, Reasoning)	$0.0041	6.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
11	GPT-5.2	$0.0055	6.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
42	Claude Opus 4.7	$0.027	4.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
18	Aion 2.0	$0.0028	24.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	Z.AI GLM 4.6	$0.0023	34.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	Qwen 3.6 35B	$0.0030	16.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
27	Gemini 3 Pro (Preview)	$0.015	8.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
23	Gemini 2.5 Pro	$0.013	9.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	Qwen 3.5 35B	$0.0078	23.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	Qwen 3.5 Flash	$0.0011	20.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Z.AI GLM 4.5	$0.0009	8.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
10	Qwen 3.5 Plus (2026-02-15)	$0.0021	16.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	GPT-4o, May 13th (temp=0)	$0.013	7.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
2	GPT-5.4 Nano (Reasoning)	$0.0008	4.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Gemini 2.5 Flash Lite	$0.0003	1.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
5	Qwen3 235B A22B Instruct 2507	$0.0004	16.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
13	Writer: Palmyra X5	$0.0039	12.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	ByteDance Seed 1.6 Flash	$0.0010	15.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
44	GPT-5	$0.0093	14.9s	70%	100	100	100	100	100	100	100	100	100	50	95%
45	Gemma 4 31B (Reasoning)	$0.0005	45.5s	70%	100	100	100	100	100	100	100	100	100	50	95%
50	Qwen 3.5 Plus (2026-04-20)	$0.0058	36.0s	70%	100	100	100	100	100	100	100	100	100	50	95%
39	o4 Mini High	$0.0054	13.6s	70%	100	100	100	100	100	100	100	100	100	50	95%
51	Qwen 3.6 27B	$0.0081	32.0s	70%	100	100	100	100	100	100	100	100	100	50	95%
97	Claude Opus 4	$0.047	11.4s	70%	100	100	100	100	100	100	100	100	100	50	95%
96	ByteDance Seed 2.0 Mini	$0.0024	2.3m	70%	100	100	100	100	100	100	100	100	100	50	95%
65	Qwen 3.5 9B	$0.0011	1.5m	70%	100	100	100	100	100	100	100	100	100	50	95%
31	Gemini 2.5 Flash Lite (Reasoning)	$0.0009	5.1s	70%	100	100	100	100	100	100	100	100	100	50	95%
35	DeepSeek-V2 Chat	$0.0003	17.9s	70%	100	100	100	100	100	100	100	100	100	50	95%
49	ByteDance Seed 2.0 Lite	$0.0039	41.7s	70%	100	100	100	100	100	100	100	100	100	50	95%
29	GPT-5.4 Nano (Reasoning, Low)	$0.0007	3.2s	70%	100	100	100	100	100	100	100	100	100	50	95%
33	Llama 3.1 Nemotron 70B	$0.0006	14.0s	70%	100	100	100	100	100	100	100	100	100	50	95%
69	Z.AI GLM 5.1	$0.0060	29.6s	40%	100	100	100	100	100	100	100	100	100	0	90%
43	GPT-5 Mini	$0.0016	11.1s	60%	100	100	100	100	100	100	100	100	50	50	90%
70	Gemma 4 26B (Reasoning)	$0.0005	1.3m	60%	100	100	100	100	100	100	100	100	50	50	90%
41	MiniMax M2.7	$0.0009	11.7s	60%	100	100	100	100	100	100	100	100	50	50	90%
40	DeepSeek V4 Flash (Reasoning)	$0.0003	10.5s	60%	100	100	100	100	100	100	100	100	50	50	90%
57	Z.AI GLM 4.7	$0.0029	51.1s	60%	100	100	100	100	100	100	100	100	50	50	90%
54	Mistral Large 3	$0.0012	4.8s	40%	100	100	100	100	100	100	100	100	100	0	90%
63	GPT-5.1	$0.0056	9.0s	36%	100	100	100	100	100	100	100	100	50	0	85%
47	GPT-5.4 Mini (Reasoning)	$0.0032	5.8s	54%	100	100	100	100	100	100	100	50	50	50	85%
66	DeepSeek V4 Pro (Reasoning)	$0.0027	46.4s	54%	100	100	100	100	100	100	100	50	50	50	85%
53	MiniMax M2.5	$0.0010	16.4s	54%	100	100	100	100	100	100	100	50	50	50	85%
58	GPT-4.1	$0.0046	7.3s	36%	100	100	100	100	100	100	100	100	50	0	85%
64	o4 Mini	$0.0049	11.6s	36%	100	100	100	100	100	100	100	100	50	0	85%
46	Mistral Large	$0.0037	2.0s	54%	100	100	100	100	100	100	100	50	50	50	85%
83	Claude Sonnet 4.6	$0.0087	3.6s	20%	100	100	100	100	100	100	100	100	0	0	80%
67	ByteDance Seed 1.6	$0.0034	34.0s	51%	100	100	100	100	100	100	50	50	50	50	80%
52	Stealth: Hunter Alpha	$0.0000	7.5s	51%	100	100	100	100	100	100	50	50	50	50	80%
59	Gemini 2.5 Flash (Reasoning)	$0.0024	3.9s	34%	100	100	100	100	100	100	100	50	50	0	80%
56	Gemini 3.1 Flash Lite (Preview)	$0.0010	1.7s	34%	100	100	100	100	100	100	100	50	50	0	80%
55	Nemotron 3 Super	$0.0000	13.6s	51%	100	100	100	100	100	100	50	50	50	50	80%
71	Grok 4.20 (Reasoning)	$0.0045	12.1s	38%	100	100	100	100	100	50	50	50	50	50	75%
61	Gemini 3.1 Flash Lite (Reasoning)	$0.0009	1.6s	33%	100	100	100	100	100	100	50	50	50	0	75%
74	Gemini 3.1 Flash Lite	$0.0009	1.6s	19%	100	100	100	100	100	100	100	50	0	0	75%
76	Xiaomi MIMO v2.5	$0.0013	5.9s	19%	100	100	100	100	100	100	100	50	0	0	75%
72	GPT-4o, Aug. 6th (temp=1)	$0.0059	3.9s	33%	100	100	100	100	100	100	50	50	50	0	75%
62	GPT-4o, Aug. 6th (temp=0)	$0.0037	1.1s	38%	100	100	100	100	100	50	50	50	50	50	75%
82	Qwen 3 32B	$0.0010	36.8s	33%	100	100	100	100	100	100	50	50	50	0	75%
60	Gemma 3 12B	$0.0002	9.5s	38%	100	100	100	100	100	50	50	50	50	50	75%
91	Claude Sonnet 4	$0.0099	5.6s	25%	100	100	100	100	100	50	50	50	50	0	70%
123	Grok 4	$0.017	20.2s	25%	100	100	100	100	100	50	50	50	50	0	70%
73	Stealth: Healer Alpha	$0.0000	5.0s	25%	100	100	100	100	100	50	50	50	50	0	70%
93	Z.AI GLM 4.7 Flash	$0.0010	39.3s	25%	100	100	100	100	100	50	50	50	50	0	70%
88	GPT-5 Nano	$0.0009	26.9s	26%	100	100	100	100	50	50	50	50	50	50	70%
79	Mistral Small 4 (Reasoning)	$0.0013	10.5s	25%	100	100	100	100	100	50	50	50	50	0	70%
87	Llama 3.1 70B	$0.0012	17.6s	20%	100	100	100	100	100	100	50	50	0	0	70%
80	Qwen 2.5 72B	$0.0008	14.9s	25%	100	100	100	100	100	50	50	50	50	0	70%
128	Grok 4.3 (Reasoning)	$0.0058	36.0s	10%	100	100	100	100	100	100	50	0	0	0	65%
92	Claude Haiku 4.5	$0.0032	3.1s	10%	100	100	100	100	100	100	50	0	0	0	65%
116	GPT-4o, May 13th (temp=1)	$0.014	7.2s	16%	100	100	100	100	100	50	50	50	0	0	65%
86	GPT-4.1 Mini	$0.0007	5.8s	16%	100	100	100	100	100	50	50	50	0	0	65%
81	Mistral Small 4	$0.0003	2.8s	18%	100	100	100	100	50	50	50	50	50	0	65%
75	GPT-4.1 Nano	$0.0001	4.1s	27%	100	100	100	50	50	50	50	50	50	50	65%
101	Xiaomi MIMO v2.5 Pro	$0.0024	11.9s	10%	100	100	100	100	100	50	50	0	0	0	60%
85	Gemma 4 31B	$0.0002	2.8s	20%	100	100	100	50	50	50	50	50	50	0	60%
120	Gemma 4 26B	$0.0003	20.4s	2%	100	100	100	100	100	100	0	0	0	0	60%
109	Stealth: Aurora Alpha	—	937ms	30%	100	100	50	50	50	50	50	50	50	50	60%
94	DeepSeek V4 Flash	$0.0001	5.3s	10%	100	100	100	100	100	50	50	0	0	0	60%
84	Gemini 2.5 Flash	$0.0005	886ms	20%	100	100	100	50	50	50	50	50	50	0	60%
77	GPT-4o Mini (temp=1)	$0.0003	1.9s	30%	100	100	50	50	50	50	50	50	50	50	60%
127	Claude Opus 4.5	$0.016	4.9s	23%	100	100	50	50	50	50	50	50	50	0	55%
90	GPT-OSS 120B	$0.0003	22.8s	35%	100	50	50	50	50	50	50	50	50	50	55%
115	Grok 4.20 (Beta)	$0.0023	13.5s	8%	100	100	100	100	50	50	50	0	0	0	55%
78	Inception Mercury 2	$0.0005	836ms	35%	100	50	50	50	50	50	50	50	50	50	55%
111	DeepSeek V3 (2024-12-26)	$0.0008	10.1s	4%	100	100	100	100	100	50	0	0	0	0	55%
106	Z.AI GLM 4.5 Air	$0.0009	12.3s	8%	100	100	100	100	50	50	50	0	0	0	55%
108	DeepSeek V3.1	$0.0005	13.6s	8%	100	100	100	100	50	50	50	0	0	0	55%
113	Hermes 3 70B	$0.0006	10.8s	4%	100	100	100	100	100	50	0	0	0	0	55%
100	WizardLM 2 8x22b	$0.0019	11.7s	15%	100	100	100	50	50	50	50	50	0	0	55%
133	Claude Sonnet 4.5	$0.0094	4.5s	5%	100	100	100	100	50	50	0	0	0	0	50%
95	Mistral Large 2	$0.0048	7.9s	28%	100	50	50	50	50	50	50	50	50	0	50%
112	DeepSeek V3.2	$0.0005	13.5s	11%	100	100	100	50	50	50	50	0	0	0	50%
68	GPT-4o Mini (temp=0)	$0.0002	1.5s	50%	50	50	50	50	50	50	50	50	50	50	50%
89	Ministral 3 8B	$0.0003	2.3s	28%	100	50	50	50	50	50	50	50	50	0	50%
119	DeepSeek V4 Pro	$0.0006	6.3s	8%	100	100	100	50	50	50	0	0	0	0	45%
107	Grok 4.20	$0.0019	3.6s	15%	100	100	50	50	50	50	50	0	0	0	45%
110	GPT-5.4 Nano	$0.0006	1.9s	8%	100	100	100	50	50	50	0	0	0	0	45%
114	Ministral 3B	$0.0001	3.9s	8%	100	100	100	50	50	50	0	0	0	0	45%
141	Claude Opus 4.6	$0.012	5.5s	0%	100	100	100	100	0	0	0	0	0	0	40%
104	Gemini 3 Flash (Preview)	$0.0013	1.7s	20%	100	50	50	50	50	50	50	0	0	0	40%
98	Inception Mercury	$0.0001	1.2s	20%	100	50	50	50	50	50	50	0	0	0	40%
125	Gemma 3 27B	$0.0002	9.7s	13%	100	100	50	50	50	50	0	0	0	0	40%
102	Mistral Small Creative	$0.0003	3.6s	20%	100	50	50	50	50	50	50	0	0	0	40%
117	Cohere Command R+ (Aug. 2024)	$0.0046	2.4s	20%	100	50	50	50	50	50	50	0	0	0	40%
99	Ministral 3 3B	$0.0002	1.5s	20%	100	50	50	50	50	50	50	0	0	0	40%
105	Grok 4.1 Fast	$0.0006	7.0s	27%	50	50	50	50	50	50	50	0	0	0	35%
122	GPT-5.4 Mini (Reasoning, Low)	$0.0021	3.2s	18%	100	50	50	50	50	50	0	0	0	0	35%
135	GPT-5.4	$0.0035	2.7s	5%	100	100	50	50	50	0	0	0	0	0	35%
130	Nemotron 3 Nano	$0.0005	32.9s	27%	50	50	50	50	50	50	50	0	0	0	35%
118	Ministral 3 14B	$0.0004	5.0s	18%	100	50	50	50	50	50	0	0	0	0	35%
134	Claude 3 Haiku	$0.0006	1.6s	0%	100	100	100	50	0	0	0	0	0	0	35%
103	Arcee AI: Trinity Mini	$0.0002	6.7s	27%	50	50	50	50	50	50	50	0	0	0	35%
131	Mistral NeMO	$0.0003	3.5s	5%	100	100	50	50	50	0	0	0	0	0	35%
129	Llama 3.1 8B	$0.0002	2.6s	5%	100	100	50	50	50	0	0	0	0	0	35%
124	LFM2 24B	$0.0001	9.9s	18%	100	50	50	50	50	50	0	0	0	0	35%
126	Rocinante 12B	$0.0005	13.5s	18%	100	50	50	50	50	50	0	0	0	0	35%
121	Hermes 3 405B	$0.0000	11.9s	26%	50	50	50	50	50	50	0	0	0	0	30%
138	GPT-5.5	$0.0083	1.4s	13%	50	50	50	50	50	0	0	0	0	0	25%
137	Grok 4 Fast	$0.0005	3.8s	0%	100	50	50	50	0	0	0	0	0	0	25%
132	GPT-5.4 Mini	$0.0013	851ms	13%	50	50	50	50	50	0	0	0	0	0	25%
140	DeepSeek V3 (2025-03-24)	$0.0008	9.5s	0%	100	50	50	50	0	0	0	0	0	0	25%
136	Arcee AI: Trinity Large (Preview)	$0.0000	2.1s	0%	100	50	50	50	0	0	0	0	0	0	25%
144	Claude 3.7 Sonnet	$0.0062	3.5s	0%	100	50	50	0	0	0	0	0	0	0	20%
139	Gemma 3 4B	$0.0001	3.5s	0%	50	50	50	50	0	0	0	0	0	0	20%
142	Grok 4.3	$0.0017	955ms	0%	50	50	50	0	0	0	0	0	0	0	15%
143	Ministral 8B	$0.0002	8.4s	0%	100	50	0	0	0	0	0	0	0	0	15%
147	Claude 3.5 Sonnet	$0.0062	5.2s	0%	50	50	0	0	0	0	0	0	0	0	10%
145	Mistral Medium 3.1	$0.0013	5.3s	0%	50	50	0	0	0	0	0	0	0	0	10%
146	Mistral Small 3.2 24B	$0.0002	3.0s	0%	50	0	0	0	0	0	0	0	0	0	5%
70.41%

Novel outline

Count point of views for Jack and Olivia

Performance Score Distribution (Top 20)

Price-Performance Score Distribution (Top 20)

Most Stable Models (Top 20)

Top Overall Models (Top 20)