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 tool calling

Models whose listings report tool calling. Ranked by composite when scored, else by output price. 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	MiMo-V2.5 (Free)	—	—	1M	free
102	MiMo V2.6 Flash	—	—	1M	$0.28
103	Gemma 3 27B IT (Nebius)	Amazon	—	110K	$0.30
104	MiniMax-M3.1-Flash	MiniMax	—	1M	$0.30
105	Gemini 2.5 Flash-Lite	Google	—	1M	$0.40
106	Qwen3.6 35B A3B	Alibaba	—	131K	$0.42
107	Qwen3.8 Flash	Alibaba	—	1M	$0.47
108	Hy3 (Deep Infra)	—	—	262K	$0.53
109	Gemma 4 26B A4B IT	Google	—	262K	$0.575
110	Qwen/Qwen3-32B	Alibaba	—	131K	$0.5978
111	Mistral Small (latest)	Mistral	—	262K	$0.60
112	Qwen3 235B-A22B Instruct 2507 (Nebius)	Alibaba	—	262K	$0.60
113	Qwen3.5 27B	Alibaba	—	258K	$0.688
114	GPT OSS 120B (IONOS)	OpenAI	—	128K	$0.7262
115	Llama-3.3-70B-Instruct (IONOS)	Meta	—	128K	$0.7262
116	MiMo V2.6 Pro	—	—	1M	$0.87
117	Qwen3 VL 235B A22B Instruct (Deep Infra)	Alibaba	—	262K	$0.88
118	Qwen3 Coder Next (IONOS)	Amazon	—	128K	$0.8938
119	GLM-4.5-Air	Zhipu	—	131K	$0.8964
120	GLM-4.5V	Zhipu	—	64K	$0.8964
121	Qwen3-Coder 30B-A3B Instruct (Scaleway)	Alibaba	—	128K	$0.898
122	Codestral 25.08	Mistral	—	256K	$0.90
123	GLM-4.6V	Zhipu	—	131K	$0.90
124	MiMo-V2.5-Pro	—	—	1M	$1.0286
125	Qwen3-30B-A3B	Alibaba	—	128K	$1.08
126	Qwen3-Next 80B-A3B Instruct (Deep Infra)	Alibaba	—	262K	$1.10
127	Gemma 4 31B IT	Google	—	131K	$1.15
128	Step 3.7 Flash (Deep Infra)	—	—	262K	$1.15
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	Muse Glimmer 30B (Deep Infra)	Meta	—	131K	$1.20
133	GPT-5.1 Codex mini (Azure)	OpenAI	—	272K	$2.00
134	Kimi K2 Thinking (Amazon Bedrock)	Amazon	—	256K	$2.50
135	Hy4 preview (Deep Infra)	—	—	1M	$2.501
136	Step 5 Preview (Deep Infra)	—	—	1M	$2.70
137	Qwen3-235B-A22B	Alibaba	—	128K	$2.86
138	Qwen3.8 27B	Alibaba	—	1M	$3.00
139	GLM-5-Turbo	Zhipu	—	203K	$4.00
140	GLM-5V-Turbo	Zhipu	—	203K	$4.00
141	DeepSeek V3.2	DeepSeek	—	33K	$4.50
142	GPT-6.1 Terra	OpenAI	—	1.1M	$5.00
143	Qwen3.8 2.4T A95B	Alibaba	—	1M	$6.00
144	Kimi K2.7 Code Highspeed	Kimi	—	262K	$8.00
145	GPT-5.1 Codex Max (Azure)	OpenAI	—	272K	$10.00
146	Kimi K3.1 Pro	Kimi	—	1M	$10.00
147	Nano Banana Pro (Vertex AI)	Google	—	66K	$12.00
148	Claude Sonnet 4.6	Anthropic	—	1M	$15.00
149	Kimi K3	Kimi	—	1M	$15.00

Common questions

What is the best ai for tool calling right now?: Models whose listings report tool calling. Ranked by composite when scored, else by output price.
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.