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Best AI Models 2026

The definitive ranking of the top AI models in 2026. Our composite scoring system evaluates 470+ models across performance benchmarks, pricing, context window, capabilities, and recency. Rankings update hourly with live data.

Top 10 AI Models Overall

#1
Claude Fable 5.1by Anthropic

Claude Fable 5.1 improves on Claude Fable 5 across the board, with the biggest gains in agentic coding, long-running agentic workflows, and knowledge work: long code refactors, front-end and visual...

96 ptsContext: 1MOutput: $50.00/M6/7 capabilities
#2

Claude Fable 5.1 improves on Claude Fable 5 across the board, with the biggest gains in agentic coding, long-running agentic workflows, and knowledge work: long code refactors, front-end and visual...

96 ptsContext: 1MOutput: $25.00/M6/7 capabilities
#3
Claude Fable 5by Anthropic

Claude Fable 5 is a Mythos-class model from Anthropic, built for autonomous knowledge work and coding. It supports text, image, and file inputs with text output, with reasoning support and...

96 ptsContext: 1MOutput: $50.00/M6/7 capabilities
#4

Claude Fable 5 is a Mythos-class model from Anthropic, built for autonomous knowledge work and coding. It supports text, image, and file inputs with text output, with reasoning support and...

96 ptsContext: 1MOutput: $25.00/M6/7 capabilities
#5
Claude Opus 5.5by Anthropic

Claude Opus 5.5 is Anthropic's flagship model for demanding reasoning, coding, and long-horizon agentic work, succeeding Claude Opus 5. It is particularly strong at multi-step changes in large codebases, code...

95 ptsContext: 1MOutput: $20.00/M6/7 capabilities
#6
Claude Opus 5by Anthropic

Claude Opus 5 is Anthropic’s flagship model for demanding reasoning, coding, and long-horizon agentic work. It is particularly strong at end-to-end software tasks, code review and bug finding, visual analysis...

95 ptsContext: 1MOutput: $25.00/M6/7 capabilities
#7
Claude Opus 4.8by Anthropic

Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...

95 ptsContext: 1MOutput: $25.00/M6/7 capabilities
#8
Claude Opus 4.7by Anthropic

Opus 4.7 is the next generation of Anthropic's Opus family, built for long-running, asynchronous agents. Building on the coding and agentic strengths of Opus 4.6, it delivers stronger performance on...

95 ptsContext: 1MOutput: $25.00/M6/7 capabilities
#9
GPT-5.5 Proby OpenAI

GPT-5.5 Pro is OpenAI’s high-capability model optimized for deep reasoning and accuracy on complex, high-stakes workloads. It features a 1M+ token context window (922K input, 128K output) with support for...

93 ptsContext: 1.1MOutput: $180.00/M6/7 capabilities
#10

GPT-5.5 Pro is OpenAI’s high-capability model optimized for deep reasoning and accuracy on complex, high-stakes workloads. It features a 1M+ token context window (922K input, 128K output) with support for...

93 ptsContext: 1.1MOutput: $90.00/M6/7 capabilities

Best in Category

Our top picks across different use cases and requirements for 2026.

Best for CodingTop composite score
Claude Fable 5.1

Anthropic

96composite score
1M context / $50.00/M output
Best BudgetUnder $1/M tokens
GPT-5.6 Luna Pro (batch)

OpenAI

89composite score
1.1M context / $0.60/M output
Best for ReasoningChain-of-thought
Claude Fable 5.1

Anthropic

96composite score
1M context / $50.00/M output
Best for AgentsTools + JSON + streaming
Claude Fable 5.1

Anthropic

96composite score
1M context / $50.00/M output

Full Top 30 Rankings

Top 30 AI Models by Composite Score

#ModelScore
1Claude Fable 5.1Anthropic96
2Claude Fable 5.1 (batch)Anthropic96
3Claude Fable 5Anthropic96
4Claude Fable 5 (batch)Anthropic96
5Claude Opus 5.5Anthropic95
6Claude Opus 5Anthropic95
7Claude Opus 4.8Anthropic95
8Claude Opus 4.7Anthropic95
9GPT-5.5 ProOpenAI93
10GPT-5.5 Pro (batch)OpenAI93
11GPT-5.5OpenAI93
12Gemini 3.1 Pro Preview Custom ToolsGoogle92
13Gemini 3.1 Pro PreviewGoogle92
14Gemini 3.1 Pro Preview (batch)Google92
15GPT-5.4 ProOpenAI92
16GPT-5.4 Pro (batch)OpenAI92
17GPT-5.4OpenAI92
18GPT-5.3-CodexOpenAI91
19GPT-5.2-CodexOpenAI91
20GPT-5.2 ChatOpenAI91
21GPT-5.2 ProOpenAI91
22GPT-5.2 Pro (batch)OpenAI91
23GPT-5.2OpenAI91
24Claude Opus 4.6Anthropic90
25GPT-5.6 Luna ProOpenAI89
26GPT-5.6 Luna Pro (batch)OpenAI89
27GPT-5.6 LunaOpenAI89
28GPT-5.6 Luna (batch)OpenAI89
29GPT-5.6 Terra ProOpenAI89
30GPT-5.6 Terra Pro (batch)OpenAI89

New AI Models Released in 2026

288 models have been released in 2026 so far. Here are the latest arrivals.

2026 Model Releases

ModelScore
LFM3-1.7BLiquid AI—
LFM3-1.7B (free)Liquid AI—
Gemini Omni 1.2 FlashGoogle—
Gemini Omni 1.1 FlashGoogle—
Ripple 65B Previewricursiveai—
Hy4Tencent—
Crouton Alphastealth—
GLM 5.3 FlashX LegalZhipu AI—
Particle-1particle-ai—
GPT-6.1 Terra ProOpenAI—
GPT-6.1 Terra Pro (batch)OpenAI—
GPT-6.1 TerraOpenAI—
GPT-6.1 Terra (batch)OpenAI—
Kimi K3.1 ProMoonshot AI—
Flint (free)recursive—
MiniMax M3.1 FlashMiniMax—
DeepSeek V4.1 Flash 1017DeepSeek—
Glimpseelorian—
Xing4.0 29B A4B (free)xingchen-agi—
Beam 1.0 501B A23Breflection—

How We Rank AI Models

Composite Score (0-100)

Every model receives a score from 0 to 100, driven primarily by benchmark performance (90%) from MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%).

Live Data Pipeline

Rankings update hourly from live API data. We track pricing changes, new model releases, and capability updates across all major providers. No stale benchmarks or manual curation.

Capability Assessment

We evaluate 7 core capabilities: vision, function calling, streaming, JSON mode, reasoning, web search, and image output. Models that support more capabilities score higher on versatility.

Pricing & Value

Price is not the only factor. We balance cost against capability to surface the best value at every price point -- from free open-source models to premium frontier models.

Provider Overview

Which AI providers dominate the top 30 in 2026.

Providers with Models in Top 30

ProviderIn Top 30
OpenAI18
Anthropic9
Google3

Explore More Rankings

Dive deeper into specific categories, compare models head-to-head, or find the right model for your use case.

Frequently Asked Questions

The best AI model depends on your use case. For coding, models with strong SWE-bench scores lead. For general reasoning, high Arena Elo models excel. For budget-friendly options, open-source models offer excellent performance at no cost. Our leaderboard ranks all 290+ models across multiple dimensions.

We use a composite scoring system that weighs benchmark performance (90%) from MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations, with capabilities and context window as tiebreakers (10%). This balanced approach ensures no single factor dominates the ranking.

Check our coding leaderboard for the latest rankings. Top coding models are evaluated on SWE-bench, HumanEval, and real-world coding tasks. The ranking updates hourly as new models are released and benchmarks are refreshed.

Best AI Models in 2026 - Complete Ranking | LM Market Cap