How is this ranking computed?

The set is a spec filter on the catalog. Scored models rank by the overall composite. Unscored models follow by the spec itself.

Best AI for long context

Models with a listed context window of 128K tokens or more. Ranked by composite when scored, else by context size. Full leaderboard.

Rank	Model	Lab	Composite	Context	Out $/M
1	GPT-6 Astra	OpenAI	99th	1.1M	$50.00
2	GPT-6.1 Sol	OpenAI	99th	1.1M	$10.00
3	Claude Fable 5	Anthropic	98th	1M	$50.00
4	Gemini 4 Argon (Vertex AI)	Google	98th	1M	$20.00
5	GPT-5.5 Pro	OpenAI	97th	1.1M	$180.00
6	Claude Opus 5.5	Anthropic	95th	1M	$20.00
7	GPT-5.4 Pro	OpenAI	93rd	1.1M	$180.00
8	Claude Opus 5	Anthropic	93rd	1M	$25.00
9	Claude Fable 5.1	Anthropic	92nd	1M	$50.00
10	GPT-6 Sol	OpenAI	92nd	1.1M	$10.00
11	GPT-5.6 Sol	OpenAI	91st	1.1M	$20.00
12	MiniMax-M2.5	MiniMax	91st	205K	$1.20
13	GPT-5.3 Codex	OpenAI	90th	400K	$14.00
14	GPT-5.5	OpenAI	89th	1.1M	$30.00
15	Claude Sonnet 5.5	Anthropic	89th	1M	$10.00
16	Gemini 3.7 Flash (Vertex AI)	Google	89th	1M	$7.50
17	Qwen3.8 Max 0902	Alibaba	88th	1M	$6.00
18	Gemini 3.8 Flash (Vertex AI)	Google	88th	1M	$7.50
19	Muse Spark Open (Nebius)	Meta	86th	1M	$4.25
20	Claude Opus 4.8	Anthropic	86th	1M	$25.00
21	GPT-5.6 Terra	OpenAI	85th	1.1M	$12.00
22	GPT-5.4	OpenAI	85th	1.1M	$15.00
23	Muse Spark 1.3 (Meta)	Meta	84th	1M	$4.25
24	DeepSeek V4.1 Flash (Nebius)	Alibaba	84th	1M	$1.20
25	Qwen3.7 Plus	Alibaba	83rd	984K	$1.60
26	GPT-5 Pro	OpenAI	83rd	400K	$120.00
27	Muse Spark 1.2 (Meta)	Meta	82nd	1M	$4.25
28	Gemini 3 Flash Preview (Vertex AI)	Google	81st	1M	$3.00
29	GPT-5.1 Codex (Azure)	OpenAI	81st	272K	$10.00
30	GLM-5.3	Alibaba	80th	1M	$4.40
31	Muse Spark 1.1 (Meta)	Meta	80th	1M	$4.25
32	Gemini 3.5 Flash (Vertex AI)	Google	80th	1M	$9.00
33	Claude Opus 4.7	Anthropic	79th	1M	$25.00
34	Qwen3.5 35B-A3B	Alibaba	79th	258K	$0.459
35	Grok 4.6	xAI	79th	500K	$6.00
36	DeepSeek R1 0528 (TensorX)	DeepSeek	78th	164K	$2.60
37	DeepSeek V4 Flash Vision Exp	DeepSeek	78th	1M	$0.60
38	GPT-5.2 Codex (Azure)	OpenAI	77th	272K	$14.00
39	Gemini 3.1 Pro Preview (Vertex AI)	Google	77th	1M	$12.00
40	Claude Sonnet 5	Anthropic	76th	1M	$10.00
41	Claude Haiku 5.5	Anthropic	75th	1M	$0.50
42	Kimi K2.5 (TensorX)	Kimi	75th	262K	$2.80
43	Qwen3.7 Max	Alibaba	74th	984K	$7.50
44	Qwen3.5 397B-A17B	Alibaba	74th	258K	$1.032
45	GPT-5	OpenAI	73rd	400K	$10.00
46	GLM-5.1	Zhipu	72nd	203K	$4.40
47	DeepSeek-V3 (Deep Infra)	DeepSeek	71st	164K	$0.89
48	Grok 4.7	xAI	71st	500K	$6.00
49	GPT-5.1	OpenAI	71st	400K	$10.00
50	o3	OpenAI	70th	200K	$8.00
51	DeepSeek V4 Flash 0731 (Nebius)	Alibaba	70th	1M	$0.28
52	GPT-5.2	OpenAI	69th	400K	$14.00
53	GLM-5	Alibaba	68th	203K	$3.20
54	Gemini 3.6 Flash (Vertex AI)	Google	68th	1M	$3.75
55	Grok 4.5	xAI	67th	500K	$6.00
56	GPT-5.6 Luna	OpenAI	67th	1.1M	$1.20
57	MiniMax-M2	MiniMax	66th	205K	$1.20
58	Claude Opus 4.6	Anthropic	65th	1M	$25.00
59	Qwen3.5 9B	Alibaba	62nd	262K	$0.13
60	Qwen3.6 Plus	Alibaba	62nd	984K	$3.00
61	Kimi K2.6	Kimi	61st	262K	$4.00
62	GPT-6 Luna	OpenAI	60th	1.1M	$0.50
63	Qwen3 Max (Deep Infra)	Alibaba	60th	256K	$6.00
64	GLM-5.2	Alibaba	59th	1M	$4.40
65	Qwen3.6 27B	Alibaba	59th	229K	$2.4754
66	GLM-5.3-Flash	Zhipu	56th	1M	$0.50
67	Kimi K2.7 Code	Kimi	54th	262K	$4.00
68	Qwen3.5 Plus	Alibaba	53rd	984K	$2.21
69	Inkling (Deep Infra)	Databricks	53rd	524K	$4.05
70	GLM-4.7-Flash (Deep Infra)	Zhipu	53rd	203K	$0.40
71	Gemini 2.5 Pro	Google	51st	1M	$10.00
72	GLM-4.7	Zhipu	50th	203K	$2.20
73	o4-mini	OpenAI	50th	200K	$4.00
74	GPT-5 Mini	OpenAI	49th	400K	$2.00
75	Claude Sonnet 4.5 (latest)	Anthropic	48th	200K	$15.00
76	MiniMax-M3	MiniMax	47th	524K	$1.20
77	GPT-5.4 mini	OpenAI	47th	400K	$4.50
78	Claude Opus 4.5 (latest)	Anthropic	46th	200K	$25.00
79	GPT-5.4 nano	OpenAI	46th	400K	$1.25
80	Gemini 3.1 Flash Lite (Vertex AI)	Google	44th	1M	$1.50
81	GPT OSS 20B (Groq)	OpenAI	42nd	131K	$0.30
82	claude-opus-4-1-20250805	Anthropic	41st	200K	$75.00
83	Qwen3.5 122B-A10B	Alibaba	40th	258K	$0.917
84	DeepSeek V4 Pro 0813 (Nebius)	Alibaba	40th	1M	$3.96
85	Claude Haiku 4.5 (latest)	Anthropic	39th	200K	$5.00
86	Qwen3.6 Flash	Alibaba	39th	984K	$1.50
87	Gemini 2.5 Flash	Google	37th	1M	$2.50
88	GLM-4.6	Zhipu	37th	203K	$2.20
89	GPT-4.1	OpenAI	36th	1M	$8.00
90	DeepSeek V3 0324	DeepSeek	34th	164K	$1.10
91	GLM-4.5	Zhipu	33rd	131K	$2.20
92	GPT-5 Nano	OpenAI	33rd	400K	$0.40
93	Gemini 3.5 Flash Lite (Vertex AI)	Google	32nd	1M	$2.50
94	GPT-4.1 mini	OpenAI	27th	1M	$1.60
95	GPT-4.1 nano (Azure)	OpenAI	19th	1M	$0.40
96	Grok Build 0.1	xAI	18th	256K	$2.00
97	GPT-4o (2024-08-06)	OpenAI	18th	128K	$10.00
98	Mistral Large 3	Mistral	14th	262K	$1.50
99	GPT-4o mini	OpenAI	13th	128K	$0.60
100	Grok 4.3	xAI	2nd	1M	$2.50
101	GPT-6.1 Terra	OpenAI	—	1.1M	$5.00
102	Gemini 2.5 Flash-Lite	Google	—	1M	$0.40
103	Hy4 preview (Deep Infra)	—	—	1M	$2.501
104	Kimi K3	Kimi	—	1M	$15.00
105	Kimi K3.1 Pro	Kimi	—	1M	$10.00
106	MiMo V2.6 Flash	—	—	1M	$0.28
107	MiMo V2.6 Pro	—	—	1M	$0.87
108	MiMo-V2.5 (Free)	—	—	1M	free
109	MiMo-V2.5-Pro	—	—	1M	$1.0286
110	MiniMax-M3.1-Flash	MiniMax	—	1M	$0.30
111	Step 5 Preview (Deep Infra)	—	—	1M	$2.70
112	Claude Sonnet 4.6	Anthropic	—	1M	$15.00
113	Qwen3.8 2.4T A95B	Alibaba	—	1M	$6.00
114	Qwen3.8 27B	Alibaba	—	1M	$3.00
115	Qwen3.8 Flash	Alibaba	—	1M	$0.47
116	GPT-5.1 Codex Max (Azure)	OpenAI	—	272K	$10.00
117	GPT-5.1 Codex mini (Azure)	OpenAI	—	272K	$2.00
118	Gemma 4 26B A4B IT	Google	—	262K	$0.575
119	Hy3 (Deep Infra)	—	—	262K	$0.53
120	Kimi K2.7 Code Highspeed	Kimi	—	262K	$8.00
121	Mistral Small (latest)	Mistral	—	262K	$0.60
122	Qwen3 235B-A22B Instruct 2507 (Nebius)	Alibaba	—	262K	$0.60
123	Qwen3 VL 235B A22B Instruct (Deep Infra)	Alibaba	—	262K	$0.88
124	Qwen3-Next 80B-A3B Instruct (Deep Infra)	Alibaba	—	262K	$1.10
125	Step 3.7 Flash (Deep Infra)	—	—	262K	$1.15
126	Qwen3.5 27B	Alibaba	—	258K	$0.688
127	Codestral 25.08	Mistral	—	256K	$0.90
128	Kimi K2 Thinking (Amazon Bedrock)	Amazon	—	256K	$2.50
129	MiniMax M2.7 Highspeed	MiniMax	—	205K	$1.20
130	MiniMax-M2.1	MiniMax	—	205K	$1.20
131	MiniMax-M2.7	MiniMax	—	205K	$1.20
132	GLM-5-Turbo	Zhipu	—	203K	$4.00
133	GLM-5V-Turbo	Zhipu	—	203K	$4.00
134	Gemma 4 31B IT	Google	—	131K	$1.15
135	GLM-4.5-Air	Zhipu	—	131K	$0.8964
136	GLM-4.6V	Zhipu	—	131K	$0.90
137	Muse Glimmer 30B (Deep Infra)	Meta	—	131K	$1.20
138	Qwen3.6 35B A3B	Alibaba	—	131K	$0.42
139	Qwen/Qwen3-32B	Alibaba	—	131K	$0.5978
140	GPT OSS 120B (IONOS)	OpenAI	—	128K	$0.7262
141	Llama-3.3-70B-Instruct (IONOS)	Meta	—	128K	$0.7262
142	Qwen3 Coder Next (IONOS)	Amazon	—	128K	$0.8938
143	Qwen3-235B-A22B	Alibaba	—	128K	$2.86
144	Qwen3-30B-A3B	Alibaba	—	128K	$1.08
145	Qwen3-Coder 30B-A3B Instruct (Scaleway)	Alibaba	—	128K	$0.898

Common questions

What is the best ai for long context right now?: Models with a listed context window of 128K tokens or more. Ranked by composite when scored, else by context size.
How is this ranking computed?: The set is a spec filter on the catalog. Scored models rank by the overall composite. Unscored models follow by the spec itself.