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AI Labs

Which AI lab makes the best models? It depends on the metric. The lab with the single highest-ranked model is OpenAI (its OpenAI: GPT-5.5 leads the meo benchmark) — but other labs lead on Effective Value, cost-efficiency, or open-weights breadth. This page ranks every lab by its best meo rank, top model, and best 𝕍.

Every AI lab in the leaderboard — OpenAI, Anthropic, Google, DeepSeek, Qwen, xAI and more — with how many models they ship, their best meo rank, top model, and best Effective Value (𝕍).

LabModelsmeo-testedBest rankTop modelTop 𝕍Weights
OpenAI11510#1OpenAI: GPT-5.51.5055Open
Google4711#2Google: Gemini 4 Argon0.7684Open
Anthropic374#3Anthropic: Claude Opus 5.54.2311—
inclusionAI61#8inclusionAI: Ring-2.6-1T0.6261Open
Z.ai (Zhipu AI)203#9Z.ai: GLM 5.20.0331Open
DeepSeek172#11DeepSeek: DeepSeek V4 Flash 04230.0226Open
Qwen (Alibaba)5617#12Qwen: Qwen3.7 Max0.0275Open
Moonshot AI93#13MoonshotAI: Kimi K30.1535Open
NVIDIA163#16NVIDIA: Nemotron 3 Ultra0.0497Open
OpenRouter71#17Owl Alpha0.0158—
xAI82#18SpaceXAI: Grok 4.70.0705—
Xiaomi62#19Xiaomi: MiMo-V2.5-Pro0.0109Open
MiniMax82#23MiniMax: MiniMax M30.0054Open
Nex Agi51#33Nex AGI: Nex-N2-Pro (free)0.0076Open
Bytedance Seed64#35ByteDance Seed: Seed 1.60.0034—
Baidu11#41Baidu: ERNIE 4.5 VL 424B A47B 0.0006Open
Mistral AI266#46Mistral: Mistral Large 3 25120.0072Open
Perceptron21#49Perceptron: Perceptron Mk10.0023—
Tencent71#55Tencent: Hy3 preview0.0003Open
Meta AI (Llama)143#59Meta: Llama 4 Maverick0.0004Open
Stepfun31#62StepFun: Step 3.7 Flash0.0002Open
Perplexity51#74Perplexity: Sonar0.0001—
Arcee Ai51#78Arcee AI: Trinity Large Thinking0.0000Open
Amazon51#80Amazon: Nova Lite 1.00.0005—
Aion Labs8————Open
Poolside8————Open
Meta AI7————Open
Cohere6————Open
~openai6—————
Nousresearch5————Open
Liquid5————Open
Sao10k4————Open
Thinkingmachines4————Open
~anthropic4—————
Sakana4—————
Thedrummer4————Open
~deepseek3—————
Upstage3—————
Microsoft3————Open
Ibm Granite3————Open
Rekaai2————Open
Scaledown2—————
Morph2—————
Cognitivecomputations2————Open
Unbiased2—————
Inception2—————
~google2—————
Relace2—————
~z Ai2—————
Inflection2—————
Inference Net2————Open
Kwaipilot1—————
AI21 Labs1————Open
Prime Intellect1————Open
Meituan1————Open
Essentialai1————Open
Writer1—————
~unbiased1—————
Typesafe1—————
Undi951————Open
Mancer1—————
~moonshotai1—————
Deepcogito1—————
Prism Ml1————Open
Gryphe1————Open
Dots Studio1—————
Bytedance1————Open
~x Ai1—————
Fireworks1—————
Anthracite Org1————Open
Allenai1————Open
Switchpoint1—————

Lab & model-maker concepts

Frequently asked questions

Which AI lab makes the best models?

It depends on the metric. One lab usually holds the single highest-accuracy model on the meo benchmark, but others lead on Effective Value, cost-efficiency, or the number of strong open-weights models. This page ranks every lab by its best meo rank, top model, and best 𝕍.

What is an AI lab?

An AI lab (or model maker) is the organization that trains and releases a model family — for example OpenAI, Anthropic, Google, Meta, DeepSeek, Qwen, Mistral, and xAI. Meo groups every leaderboard model by its creating lab so you can compare makers, not just individual models.

Which labs release open-weights models?

Several labs publish open-weights models you can self-host — including Meta (Llama), DeepSeek, Qwen/Alibaba, Mistral and others — while OpenAI, Anthropic and Google are primarily closed. The Weights column and the open-weights ranking show which is which.

How does meo rank AI labs?

Meo rolls up each lab’s models: how many it ships, its best meo rank, its top model, and its best Effective Value (𝕍). A lab can rank highly on a single flagship or on consistent quality across many models — both are shown.