Best Agentic AI Models 2026

A definitive ranking of the top agentic LLMs and AI models optimized for your specific use cases.

Model	Intelligence	MMLU Pro	Context	GPQA	TTFT (s)	Speed (T/s)	Input Price (1M)	Output Price (1M)
Google: Gemini 3.1 Pro PreviewNew google	57.2	-	1049K	94.1%	20.82	117	$2.00	$12.00
OpenAI: GPT-5.4New openai	57.0	-	1050K	92.0%	180.36	85	$2.50	$15.00
OpenAI: GPT-5.3-CodexNew openai	54.0	-	400K	91.5%	87.36	68	$1.75	$14.00
OpenAI: GPT-5.2-Codex openai	49.0	-	400K	89.9%	4.01	89	$1.75	$14.00
Anthropic: Claude Opus 4.6New anthropic	46.5	-	1000K	84.0%	1.68	48	$5.00	$25.00
Google: Gemini 3 Flash Preview google	46.4	89.0%	1049K	89.8%	6.20	172	$0.50	$3.00
Qwen: Qwen3.5 397B A17BNew qwen	45.0	-	262K	89.3%	1.48	57	$0.60	$3.60
OpenAI: GPT-5 Codex openai	44.6	86.5%	400K	83.7%	9.96	186	$1.25	$10.00
Anthropic: Claude Sonnet 4.6New anthropic	44.4	-	1000K	79.9%	1.19	53	$3.00	$15.00
OpenAI: GPT-5.1-Codex openai	43.1	86.0%	400K	86.0%	7.37	124	$1.25	$10.00
Anthropic: Claude Opus 4.5 anthropic	43.1	88.9%	200K	81.0%	1.33	57	$5.00	$25.00
Z.ai: GLM 4.7 z-ai	42.1	85.6%	203K	85.9%	0.72	100	$0.60	$2.20
MiniMax: MiniMax M2.5New minimax	41.9	-	197K	84.8%	2.37	43	$0.30	$1.20
DeepSeek: DeepSeek V3.2 deepseek	41.7	86.2%	164K	84.0%	1.41	25	$0.28	$0.42
Google: Gemini 3 Pro Preview google	41.3	89.5%	1049K	88.7%	3.73	115	$2.00	$12.00
MoonshotAI: Kimi K2 Thinking moonshotai	40.9	84.8%	131K	83.8%	0.66	90	$0.60	$2.50
Z.ai: GLM 5New z-ai	40.6	-	203K	66.6%	1.03	70	$1.00	$3.20
Qwen: Qwen3 Max ThinkingNew qwen	39.9	-	262K	86.1%	1.73	36	$1.20	$6.00
MiniMax: MiniMax M2.1 minimax	39.4	87.5%	197K	83.0%	2.40	44	$0.30	$1.20
MoonshotAI: Kimi K2.5New moonshotai	37.3	-	262K	78.9%	1.15	39	$0.60	$3.00
MiniMax: MiniMax M2 minimax	36.1	82.0%	197K	77.7%	2.88	50	$0.30	$1.20
Kwaipilot: KAT-Coder-Pro V1 kwaipilot	36.0	81.3%	256K	76.4%	1.14	57	$0.30	$1.20
Anthropic: Claude 3.7 Sonnet anthropic	34.7	83.7%	200K	77.2%	-	-	$3.00	$15.00
Anthropic: Claude 3.7 Sonnet (thinking) anthropic	34.7	83.7%	200K	77.2%	-	-	$3.00	$15.00
OpenAI: GPT-5.2 openai	33.6	81.4%	400K	71.2%	0.60	65	$1.75	$14.00
OpenAI: gpt-oss-120b openai	33.3	80.8%	131K	78.2%	0.49	279	$0.15	$0.60
OpenAI: o4 Mini openai	33.1	83.2%	200K	78.4%	24.82	127	$1.10	$4.40
OpenAI: o4 Mini High openai	33.1	83.2%	200K	78.4%	24.82	127	$1.10	$4.40
DeepSeek: DeepSeek V3.2 Exp deepseek	32.9	85.0%	164K	79.7%	1.44	25	$0.28	$0.42
Inception: Mercury 2New inception	32.8	-	128K	77.0%	3.60	744	$0.25	$0.75
Z.ai: GLM 4.6 z-ai	32.5	82.9%	205K	78.0%	0.81	81	$0.57	$2.20
MoonshotAI: Kimi K2 0905 moonshotai	30.9	81.9%	131K	76.7%	0.69	60	$0.99	$2.50
Xiaomi: MiMo-V2-Flash xiaomi	30.4	74.4%	262K	65.6%	1.69	129	$0.10	$0.30
DeepSeek: DeepSeek V3.2 Speciale deepseek	29.4	86.3%	164K	87.1%	-	-	$0.00	$0.00
xAI: Grok Code Fast 1 x-ai	28.7	79.3%	256K	72.7%	3.54	167	$0.20	$1.50
DeepSeek: DeepSeek V3.1 Terminus deepseek	28.5	83.6%	164K	75.1%	-	-	$0.34	$1.50
Qwen: Qwen3 Coder NextNew qwen	28.3	-	262K	73.7%	0.85	159	$0.35	$1.20
DeepSeek: DeepSeek V3.1 deepseek	28.1	83.3%	33K	73.5%	-	-	$0.56	$1.68
Z.ai: GLM 4.5 z-ai	26.4	83.5%	131K	78.2%	0.78	39	$0.49	$1.90
OpenAI: GPT-4.1 openai	26.3	80.6%	1048K	66.6%	0.53	84	$2.00	$8.00
MoonshotAI: Kimi K2 0711 moonshotai	26.3	82.4%	131K	76.6%	0.97	42	$0.60	$2.50
NVIDIA: Nemotron 3 Nano 30B A3B nvidia	24.3	79.4%	262K	75.7%	0.53	157	$0.06	$0.24
xAI: Grok 4.1 Fast x-ai	23.6	74.3%	2000K	63.7%	0.37	131	$0.20	$0.50
Z.ai: GLM 4.5 Air z-ai	23.2	81.5%	131K	73.3%	0.72	99	$0.20	$1.10
Z.ai: GLM 4.7 FlashNew z-ai	22.1	-	203K	45.2%	0.70	210	$0.07	$0.40
OpenAI: gpt-oss-20b openai	20.8	71.8%	131K	61.1%	0.49	309	$0.06	$0.20
Qwen: Qwen3 VL 235B A22B Instruct qwen	20.8	82.3%	262K	71.2%	1.10	61	$0.70	$2.80
Qwen: Qwen3 Next 80B A3B Instruct qwen	20.1	81.9%	131K	73.8%	1.05	145	$0.50	$2.00
Qwen: Qwen3 Coder 30B A3B Instruct qwen	20.0	70.6%	160K	51.6%	1.48	26	$0.45	$2.25
Anthropic: Claude 3.5 Haiku anthropic	18.7	63.4%	200K	40.8%	-	-	$0.80	$4.00
Mistral: Devstral Medium mistralai	18.7	70.8%	131K	49.2%	0.43	149	$0.40	$2.00
Qwen: Qwen3 VL 32B Instruct qwen	17.2	79.1%	131K	67.1%	1.06	78	$0.70	$2.80
Qwen: Qwen3 235B A22B qwen	17.0	76.2%	131K	61.3%	1.14	59	$0.70	$2.80
Qwen: Qwen3 32B qwen	16.5	79.8%	41K	66.8%	1.05	72	$0.70	$8.40
Qwen: Qwen3 VL 30B A3B Instruct qwen	16.1	76.4%	131K	69.5%	0.96	130	$0.20	$0.80
Anthropic: Claude 3.5 Sonnet anthropic	15.9	77.2%	200K	59.9%	-	-	$3.00	$15.00
Qwen: Qwen3 30B A3B qwen	15.3	77.7%	41K	61.6%	1.29	59	$0.20	$2.40
Mistral: Devstral Small 1.1 mistralai	15.2	62.2%	131K	41.4%	0.36	284	$0.10	$0.30
Cohere: Command A cohere	13.5	71.2%	256K	52.7%	0.40	41	$2.50	$10.00
Qwen2.5 Coder 32B Instruct qwen	12.9	63.5%	33K	41.7%	-	-	$0.20	$0.20
Qwen: Qwen3 14B qwen	12.8	67.5%	41K	47.0%	1.00	64	$0.35	$1.40
Z.ai: GLM 4.5V z-ai	12.7	75.1%	66K	57.3%	28.90	27	$0.60	$1.80
Nous: Hermes 3 70B Instruct nousresearch	10.6	57.1%	131K	40.1%	0.53	41	$0.30	$0.30
Qwen: Qwen3 8B qwen	10.6	64.3%	41K	45.2%	0.94	94	$0.18	$0.70
Qwen: Qwen2.5 Coder 7B Instruct qwen	10.0	47.3%	33K	33.9%	-	-	$0.00	$0.00
Meta: Llama 3.2 3B Instruct meta-llama	-	-	80K	-	-	-	$0.05	$0.34
xAI: Grok 4.20 Beta x-ai	-	-	2000K	-	-	-	$2.00	$6.00
Hunter Alpha openrouter	-	-	1049K	-	-	-	$0.00	$0.00
Healer Alpha openrouter	-	-	262K	-	-	-	$0.00	$0.00
ByteDance Seed: Seed-2.0-Lite bytedance-seed	-	-	262K	-	-	-	$0.25	$2.00
Nex AGI: DeepSeek V3.1 Nex N1 nex-agi	-	-	131K	-	-	-	$0.27	$1.00
OpenAI: GPT-5.4 ProNew openai	-	-	1050K	-	-	-	$30.00	$180.00
Qwen: Qwen3 VL 30B A3B Thinking qwen	-	-	131K	-	-	-	$0.13	$1.56
Arcee AI: Trinity Mini arcee-ai	-	-	131K	-	-	-	$0.04	$0.15
Tongyi DeepResearch 30B A3B alibaba	-	-	131K	-	-	-	$0.09	$0.45
Qwen: Qwen3 235B A22B Thinking 2507 qwen	-	-	262K	-	-	-	$0.11	$0.60
Arcee AI: Spotlight arcee-ai	-	-	131K	-	-	-	$0.18	$0.18
Writer: Palmyra X5 writer	-	-	1040K	-	-	-	$0.60	$6.00
OpenAI: GPT-5.2 Pro openai	-	-	400K	-	-	-	$21.00	$168.00
Qwen: Qwen3 Coder Plus qwen	-	-	1000K	-	-	-	$0.65	$3.25
Mistral: Mistral Small Creative mistralai	-	-	33K	-	-	-	$0.10	$0.30
Mistral: Devstral 2 2512 mistralai	-	-	262K	-	-	-	$0.40	$2.00
Relace: Relace Search relace	-	-	256K	-	-	-	$1.00	$3.00
EssentialAI: Rnj 1 Instruct essentialai	-	-	33K	-	-	-	$0.15	$0.15
Qwen: Qwen3 VL 235B A22B Thinking qwen	-	-	131K	-	-	-	$0.26	$2.60
OpenAI: GPT-5.1-Codex-Max openai	-	-	400K	-	-	-	$1.25	$10.00
Amazon: Nova 2 Lite amazon	-	-	1000K	-	-	-	$0.30	$2.50
Qwen: Qwen3 Coder Flash qwen	-	-	1000K	-	-	-	$0.20	$0.97
Google: Gemini 3.1 Pro Preview Custom Tools google	-	-	1049K	-	-	-	$2.00	$12.00
Qwen: Qwen3 Next 80B A3B Thinking qwen	-	-	131K	-	-	-	$0.10	$0.78
Meituan: LongCat Flash Chat meituan	-	-	131K	-	-	-	$0.20	$0.80
Qwen: Qwen3 30B A3B Thinking 2507 qwen	-	-	33K	-	-	-	$0.05	$0.34
Nous: Hermes 4 70B nousresearch	-	-	131K	-	-	-	$0.13	$0.40
Nous: Hermes 4 405B nousresearch	-	-	131K	-	-	-	$1.00	$3.00
Perplexity: Sonar Pro Search perplexity	-	-	200K	-	-	-	$3.00	$15.00
Google: Gemini 2.0 Flash google	-	-	1049K	-	-	-	$0.10	$0.40
Anthropic: Claude Opus 4.1 anthropic	-	-	200K	-	-	-	$15.00	$75.00
Qwen: Qwen3 30B A3B Instruct 2507 qwen	-	-	262K	-	-	-	$0.09	$0.30
Anthropic: Claude Haiku 4.5 anthropic	-	-	200K	-	-	-	$1.00	$5.00
Z.ai: GLM 4 32B z-ai	-	-	128K	-	-	-	$0.10	$0.10
Qwen: Qwen3 Coder 480B A35B qwen	-	-	262K	-	-	-	$0.22	$1.00
ByteDance: UI-TARS 7B bytedance	-	-	128K	-	-	-	$0.10	$0.20
Cohere: Command R7B (12-2024) cohere	-	-	128K	-	-	-	$0.04	$0.15
NVIDIA: Llama 3.3 Nemotron Super 49B V1.5 nvidia	-	-	131K	-	-	-	$0.10	$0.40
xAI: Grok 4.20 Multi-Agent Beta x-ai	-	-	2000K	-	-	-	$2.00	$6.00
Cohere: Command R (08-2024) cohere	-	-	128K	-	-	-	$0.15	$0.60
Qwen: Qwen2.5-VL 7B Instruct qwen	-	-	33K	-	-	-	$0.20	$0.20
Nous: Hermes 3 405B Instruct nousresearch	-	-	131K	-	-	-	$1.00	$1.00
Inception: Mercury inception	-	-	128K	-	-	-	$0.25	$0.75
Mistral: Mistral Small 3.2 24B mistralai	-	-	131K	-	-	-	$0.06	$0.18
MiniMax: MiniMax M1 minimax	-	-	1000K	-	-	-	$0.40	$2.20
Anthropic: Claude Opus 4 anthropic	-	-	200K	-	-	-	$15.00	$75.00
Anthropic: Claude Sonnet 4 anthropic	-	-	200K	-	-	-	$3.00	$15.00
Anthropic: Claude Sonnet 4.5 anthropic	-	-	1000K	-	-	-	$3.00	$15.00
Mistral: Mistral Small 3.1 24B mistralai	-	-	128K	-	-	-	$0.35	$0.56