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)
Claude Opus 5New Anthropic	63.1	-	1000K	93.2%	35.99	56	$5.00	$25.00
Z.ai: GLM 5.3New Z AI	59.5	-	1049K	91.7%	1.53	79	$1.40	$4.40
OpenAI: GPT-5.6 SolNew OpenAI	59.0	-	1050K	93.1%	36.77	73	$5.00	$30.00
Meta: Muse Spark 1.2New Meta	56.8	-	1049K	90.4%	-	-	$1.25	$4.25
Anthropic: Claude Sonnet 5New Anthropic	55.3	-	1000K	91.1%	138.45	87	$2.00	$10.00
Anthropic: Claude Opus 4.7New Anthropic	55.0	-	1000K	91.4%	-	-	$5.00	$25.00
Meta: Muse Spark 1.1New Meta	53.2	-	1049K	89.8%	-	-	$1.25	$4.25
Qwen: Qwen3.8 27BNew Alibaba	52.0	-	1000K	90.5%	-	-	$0.42	$3.10
Google: Gemini 3.6 FlashNew Google	51.6	-	1049K	92.8%	14.13	201	$0.75	$3.75
Google: Gemini 3.7 FlashNew Google	50.9	-	1049K	90.1%	1.01	321	$0.75	$3.75
MoonshotAI: Kimi K3New Kimi	48.3	-	1049K	84.2%	2.57	39	$3.00	$15.00
Google: Gemini 3.1 Pro PreviewNew Google	47.7	-	1049K	94.1%	29.85	124	$2.00	$12.00
Qwen: Qwen3.7 MaxNew Alibaba	46.7	-	1000K	92.3%	-	-	$2.50	$7.50
Google: Gemini 3.5 FlashNew Google	46.7	-	1049K	92.1%	11.33	256	$1.50	$9.00
OpenAI: GPT-5.3-CodexNew OpenAI	45.5	-	400K	91.5%	45.56	125	$1.75	$14.00
MiniMax: MiniMax M3New MiniMax	45.4	-	1049K	92.9%	1.53	108	$0.30	$1.20
MoonshotAI: Kimi K2.6New Kimi	45.1	-	262K	91.1%	-	-	$0.95	$4.00
OpenAI: GPT-5.2 OpenAI	43.3	87.4%	400K	90.3%	-	-	$1.75	$14.00
Xiaomi: MiMo-V2.5-ProNew Xiaomi	42.9	-	1050K	86.6%	3.33	58	$0.43	$0.87
Thinking Machines: InklingNew Thinking Machines	42.3	-	1049K	87.2%	2.22	71	$1.00	$4.05
Tencent: Hy3New Tencent	42.2	-	262K	89.7%	1.85	76	$0.14	$0.55
Nex AGI: Nex-N2-ProNew Nex AGI	41.7	-	262K	89.2%	0.92	135	$0.50	$2.50
Upstage: Solar Pro 4New Upstage	41.6	-	524K	89.1%	1.56	39	$0.30	$1.20
OpenAI: GPT-5.6 TerraNew OpenAI	41.3	-	1050K	84.3%	1.88	93	$2.00	$12.00
Qwen: Qwen3.6 Max PreviewNew Alibaba	41.1	-	262K	88.8%	-	-	$1.30	$7.80
Z.ai: GLM 5 TurboNew Z AI	39.1	-	203K	84.7%	-	-	$0.00	$0.00
MiniMax: MiniMax M2.7New MiniMax	38.9	-	205K	87.4%	-	-	$0.30	$1.20
Anthropic: Claude Opus 4.6New Anthropic	38.8	-	1000K	84.0%	-	-	$5.00	$25.00
Xiaomi: MiMo-V2.5New Xiaomi	38.0	-	1050K	84.9%	1.99	52	$0.14	$0.28
SpaceXAI: Grok 4.20New SpaceXAI	38.0	-	2000K	91.1%	-	-	$1.25	$2.50
Ling-3.0-flashNew InclusionAI	37.8	-	262K	85.5%	1.49	429	$0.07	$0.22
Google: Gemini 3.5 Flash LiteNew Google	37.4	-	1049K	83.8%	7.25	368	$0.30	$2.50
SpaceXAI: Grok 4.3New SpaceXAI	36.9	-	1000K	89.0%	20.41	122	$1.25	$2.50
Anthropic: Claude Sonnet 4.6New Anthropic	36.8	-	1000K	79.9%	-	-	$3.00	$15.00
Anthropic: Claude Opus 4.5 Anthropic	35.6	88.9%	200K	81.0%	-	-	$5.00	$25.00
Z.ai: GLM 5V TurboNew Z AI	35.3	-	203K	80.9%	-	-	$0.00	$0.00
Z.ai: GLM 5.2New Z AI	34.8	-	1049K	68.6%	1.50	131	$1.40	$4.40
Meituan: LongCat 2.0New LongCat	34.0	-	1049K	78.0%	1.77	39	$0.75	$2.95
Kwaipilot: KAT-Coder-Pro V2New KwaiKAT	33.7	-	262K	85.5%	1.20	102	$0.30	$1.20
MoonshotAI: Kimi K2 Thinking Kimi	33.5	84.8%	262K	83.8%	-	-	$0.60	$2.50
Z.ai: GLM 5New Z AI	33.2	-	205K	66.6%	-	-	$1.00	$3.20
MiniMax: MiniMax M2.1 MiniMax	32.1	87.5%	205K	83.0%	-	-	$0.30	$1.20
inclusionAI: Ring-2.6-1TNew InclusionAI	31.7	-	262K	85.7%	1.48	122	$0.30	$2.50
DeepSeek: DeepSeek V3.1 Terminus DeepSeek	31.4	85.1%	164K	79.2%	-	-	$1.64	$2.75
Mistral: Mistral Medium 3.5New Mistral	30.4	-	262K	74.8%	0.66	152	$1.50	$7.50
MoonshotAI: Kimi K2.5New Kimi	30.1	-	262K	78.9%	-	-	$0.60	$3.00
MiniMax: MiniMax M2 MiniMax	28.9	82.0%	205K	77.7%	-	-	$0.30	$1.20
Google: Gemini 3 Flash Preview Google	27.9	88.2%	1049K	81.2%	-	-	$0.50	$3.00
Z.ai: GLM 4.7 Z AI	27.1	79.4%	205K	66.4%	-	-	$0.60	$2.20
OpenAI: GPT-5.6 LunaNew OpenAI	26.8	-	1050K	64.5%	0.77	133	$0.20	$1.20
inclusionAI: Ling-2.6-1TNew InclusionAI	26.6	-	262K	75.2%	-	-	$0.30	$2.50
Tencent: Hy3 previewNew Tencent	26.6	-	262K	73.2%	-	-	$0.06	$0.21
OpenAI: o4 Mini OpenAI	26.1	83.2%	200K	78.4%	-	-	$1.10	$4.40
NVIDIA: Nemotron 3 SuperNew NVIDIA	25.7	-	1000K	80.0%	1.31	142	$0.09	$0.40
Google: Gemini 3.1 Flash LiteNew Google	25.6	-	1049K	82.2%	-	-	$0.25	$1.50
DeepSeek: DeepSeek V3.2 DeepSeek	25.1	83.7%	164K	75.1%	-	-	$0.28	$0.42
NVIDIA: Nemotron 3.5 LightningNew NVIDIA	23.6	-	262K	74.3%	0.84	318	$0.07	$0.22
Cohere: Command ANew Cohere	22.8	-	256K	76.1%	0.17	191	$0.00	$0.00
Qwen: Qwen3 Coder NextNew Alibaba	21.3	-	262K	73.7%	1.00	111	$0.35	$1.20
Z.ai: GLM 4.5 Z AI	19.7	83.5%	131K	78.2%	-	-	$0.00	$0.00
Arcee AI: Trinity Large ThinkingNew Arcee AI	18.7	-	262K	75.2%	0.91	210	$0.23	$0.88
Z.ai: GLM 4.5 Air Z AI	16.7	81.5%	131K	73.3%	-	-	$0.17	$0.98
Z.ai: GLM 4.7 FlashNew Z AI	15.6	-	203K	45.2%	-	-	$0.07	$0.40
OpenAI: gpt-oss-120b OpenAI	14.9	77.5%	131K	67.2%	0.56	153	$0.15	$0.59
NVIDIA: Nemotron 3 Nano 30B A3B NVIDIA	14.5	79.4%	262K	75.7%	0.59	232	$0.05	$0.20
inclusionAI: Ling-2.6-flashNew InclusionAI	14.2	-	262K	59.3%	-	-	$0.10	$0.30
Qwen: Qwen3 Coder 30B A3B Instruct Alibaba	13.6	70.6%	262K	51.6%	-	-	$0.45	$2.25
Qwen: Qwen3 30B A3B Alibaba	9.2	77.7%	131K	61.6%	-	-	$0.20	$2.40
Z.ai: GLM 4.5V Z AI	9.0	78.8%	66K	68.4%	-	-	$0.60	$1.80
Nous: Hermes 3 70B Instruct Nous Research	4.8	57.1%	131K	40.1%	-	-	$0.70	$0.70
Kwaipilot: KAT-Coder-Air V2.5 Kwaipilot	-	-	256K	-	-	-	$0.15	$0.60
Google: Gemini 3.1 Pro Preview (batch) Google	-	-	1049K	-	-	-	$1.00	$6.00
Thinking Machines: Inkling (batch) Thinking Machines	-	-	524K	-	-	-	$1.00	$4.05
Anthropic: Claude Sonnet 4.6 (batch) Anthropic	-	-	1000K	-	-	-	$1.50	$7.50
Google: Gemini 3.5 Flash Lite (batch) Google	-	-	1049K	-	-	-	$0.15	$1.25
Google: Gemini 3.6 Flash (batch) Google	-	-	1049K	-	-	-	$0.38	$1.88
Anthropic: Claude Opus 4.6 (batch) Anthropic	-	-	1000K	-	-	-	$2.50	$12.50
Poolside: Laguna S 2.1 Poolside	-	-	1049K	-	-	-	$0.09	$0.18
Writer: Palmyra X5 Writer	-	-	1040K	-	-	-	$0.60	$6.00
Claude Opus 5 (batch) anthropic	-	-	1000K	-	-	-	$2.50	$12.50
Qwen: Qwen3.7 Flash Qwen	-	-	1000K	-	-	-	$0.03	$0.13
DeepSeek: DeepSeek V4 Flash 0731 DeepSeek	-	-	1311K	-	-	-	$0.08	$0.18
Google: Gemini 3 Flash Preview (batch) Google	-	-	1049K	-	-	-	$0.25	$1.50
OpenAI: GPT-5.2 Pro OpenAI	-	-	400K	-	-	-	$21.00	$168.00
Meta: Muse Glimmer 30B Meta	-	-	131K	-	-	-	$0.30	$1.10
OpenAI: GPT-5.2 Pro (batch) OpenAI	-	-	400K	-	-	-	$10.50	$84.00
OpenAI: GPT-5.2 (batch) OpenAI	-	-	400K	-	-	-	$0.88	$7.00
Relace: Relace Search Relace	-	-	256K	-	-	-	$1.00	$3.00
OpenAI: GPT-5.1-Codex-Max OpenAI	-	-	400K	-	-	-	$1.25	$10.00
Anthropic: Claude Opus 4.5 (batch) Anthropic	-	-	200K	-	-	-	$2.50	$12.50
Qwen: Qwen3 Coder 480B A35B Qwen	-	-	262K	-	-	-	$0.30	$1.00
Anthropic: Claude Sonnet 4.5 (batch) Anthropic	-	-	1000K	-	-	-	$1.50	$7.50
ByteDance Seed: Seed-2.0-Code ByteDance Seed	-	-	262K	-	-	-	$0.50	$3.00
Perplexity: Sonar Pro Search Perplexity	-	-	200K	-	-	-	$3.00	$15.00
ByteDance Seed: Seed 2.1 Turbo ByteDance Seed	-	-	262K	-	-	-	$0.50	$2.50
Qwen: Qwen3 Coder Plus Qwen	-	-	1000K	-	-	-	$0.65	$3.25
Google: Gemini 3.7 Flash (batch) Google	-	-	1049K	-	-	-	$0.19	$0.94
Qwen: Qwen3 Coder Flash Qwen	-	-	1000K	-	-	-	$0.20	$0.97
Qwen: Qwen3 Next 80B A3B Thinking Qwen	-	-	262K	-	-	-	$0.15	$1.20
ByteDance: UI-TARS 7B ByteDance	-	-	128K	-	-	-	$0.10	$0.20
Anthropic: Claude Opus 4.1 (batch) Anthropic	-	-	200K	-	-	-	$7.50	$37.50
Anthropic: Claude Opus 4.1 Anthropic	-	-	200K	-	-	-	$15.00	$75.00
Ox Alpha stealth	-	-	1049K	-	-	-	$0.00	$0.00
OpenAI: o4 Mini (batch) OpenAI	-	-	200K	-	-	-	$0.55	$2.20
Anthropic: Claude Opus 4 Anthropic	-	-	200K	-	-	-	$15.00	$75.00
Cohere: Command R (08-2024) Cohere	-	-	128K	-	-	-	$0.15	$0.60
Cohere: Command R7B (12-2024) Cohere	-	-	128K	-	-	-	$0.04	$0.15
Anthropic: Claude Sonnet 4.5 Anthropic	-	-	1000K	-	-	-	$3.00	$15.00
Nous: Hermes 3 405B Instruct Nous	-	-	131K	-	-	-	$1.00	$1.00
Google: Gemini 3.1 Flash Lite (batch) Google	-	-	1049K	-	-	-	$0.13	$0.75
DeepSeek: DeepSeek V4 Flash Vision Exp DeepSeek	-	-	1049K	-	-	-	$0.44	$1.32
Google: Gemini 3.5 Flash (batch) Google	-	-	1049K	-	-	-	$0.75	$4.50
SpaceXAI: Grok Build 0.1 SpaceXAI	-	-	256K	-	-	-	$1.00	$2.00
MiniMax: MiniMax M3 (batch) MiniMax	-	-	524K	-	-	-	$0.30	$1.20
Z.ai: GLM 5.2 (batch) Z.ai	-	-	1049K	-	-	-	$1.40	$4.40
Sakana: Fugu Ultra Sakana	-	-	1000K	-	-	-	$5.00	$30.00
Nex AGI: Nex-N2-Mini Nex AGI	-	-	262K	-	-	-	$0.03	$0.10
Anthropic: Claude Opus 4.7 (batch) Anthropic	-	-	1000K	-	-	-	$2.50	$12.50
Anthropic: Claude Sonnet 5 (batch) Anthropic	-	-	1000K	-	-	-	$1.00	$5.00
SpaceXAI: Grok 4.20 Multi-Agent SpaceXAI	-	-	2000K	-	-	-	$1.25	$2.50
Poolside: Laguna XS 2.1 Poolside	-	-	262K	-	-	-	$0.06	$0.12
OpenAI: GPT-5.6 Sol (batch) OpenAI	-	-	1050K	-	-	-	$1.00	$5.00
OpenAI: GPT-5.6 Terra (batch) OpenAI	-	-	1050K	-	-	-	$1.00	$6.00
OpenAI: GPT-5.6 Luna (batch) OpenAI	-	-	1050K	-	-	-	$0.10	$0.60
ByteDance Seed: Seed-2.0-Lite ByteDance Seed	-	-	262K	-	-	-	$0.25	$2.00
Kwaipilot: KAT-Coder-Pro V2.5 Kwaipilot	-	-	256K	-	-	-	$0.74	$2.96