Chapter 03 · The frontier · Updated June 2026

Frontier Labs: The Global Ecosystem Leaderboard.

The battle for AGI has divided the global ecosystem into capital-intensive U.S. hyperscalers, open-weights Chinese disruptors, and sovereign European champions. Below: flagship models, valuations, and roadmap targets.

01 / 07

OpenAI

San Francisco, USA · founded 2015

CEO: Sam Altman

CapEx / Valuations:

$6.6B Oct 2024 round at $157B valuation; Microsoft >$13B total backing.

The pioneer of ChatGPT. Pivot to personal agentic AGI router systems, funded by Microsoft and sovereign capital.

Flagship models · mid-2026

GPT-5.4 (June 2026)
Unified flagship router, 1.05M-token context window. Priced at $2.50 / $15.00 per 1M tokens.
GPT-5 mini
Cost-sensitive developer workhorse. 270K context. Priced at $0.25 / $2.00 per 1M.
gpt-oss-120b
Open-access 117B parameters model (MoE activating only 5.1B active parameters per token).
Sora 2 & Voice API
Sub-second multimodal speech-to-speech engine and generative world simulators.

Long-term vision

Altman's May 2026 essay 'The Gentle Singularity': 'We are past the event horizon; the takeoff has started. Humanity is close to building digital superintelligence.' Abundance in compute and fusion energy.

10-year plan

Implement the Stargate supercompute cluster program ($100B-$500B multi-site roadmap) · Roll out personal agent Swarms · Partner with nuclear developers.

“AGI will arrive in 2025... and it is pretty close.” — Sam Altman

02 / 07

Anthropic

San Francisco, USA · founded 2021

CEO: Dario Amodei

CapEx / Valuations:

Amazon $8B total investment. Series E (Mar 2025): $3.5B at $61.5B; Series F (Sep 2025): $13B at $183B valuation.

Safety-first research lab. Pioneers of Constitutional AI and mechanistic interpretability. Claude Code agent dominates developer commits.

Flagship models · mid-2026

Claude Fable 5 & Mythos 5 (June 2026)
Frontier reasoning engines, 1M context. Unsafeguarded Mythos 5 restricted to US government. Priced at $10.00 / $50.00.
Claude Opus 4.6
Safety-first flagship model. 1M context, state-of-the-art SWE-bench Pro planning. Priced at $5.00 / $25.00.
Claude Sonnet 4.6
Balanced speed/cost workhorse. 1M context. Priced at $3.00 / $15.00.
Claude Code
Agentic terminal CLI tool. Generated $2.5B annualized revenue by February 2026.

Long-term vision

Amodei's 'Machines of Loving Grace' details how a safe powerful AI could compress 50–100 years of biomedical progress into 5–10 years. Demands verifiable safety standards (ASL-3) globally.

10-year plan

Enforce ASL-3/ASL-4 safety triggers on all training runs · Scale the Claude Code ecosystem globally · Deepen defense and interpretability research.

“A powerful AI — smarter than a Nobel laureate — could arrive as early as 2026 or 2027.” — Dario Amodei

03 / 07

Google DeepMind

London / Mountain View · founded 2010 · merged 2023

CEO: Demis Hassabis

CapEx / Valuations:

Alphabet internal subsidiary; backed by Google's $65B infrastructure CapEx program in 2025.

The scientific AI powerhouse. Developed AlphaGo, AlphaFold 3, AlphaProof, and the Gemini reasoning ecosystem.

Flagship models · mid-2026

Gemini 2.5 Pro
Reasoning flagship with a 2-million token context window and native Deep Think mode.
Gemini 3.1 Pro (June 2026)
Next-gen reasoning preview, 200K context. Priced at $2.00 / $12.00 per 1M tokens.
AlphaFold 3 / GNoME
Predicts protein-ligand, DNA/RNA structures and over 520,000 stable crystalline materials.
Genie 3 (July 2025)
720p 24fps interactive generative physics world simulator with 60-second temporal memory.

Long-term vision

Hassabis claims we are standing in the 'foothills of the singularity' and that AGI will serve as the ultimate multiplier for physics, chemistry, biology, and math proofs.

10-year plan

Integrate Gemini substrate into Google Search, Workspace, and Android · Deploy π0/Robotics generalist policies · Train next-gen simulators.

“AGI is within reach. Five to ten years out. The next decade will be the most exciting in the history of science.” — Demis Hassabis

04 / 07

xAI

Memphis / Bay Area · founded 2023

CEO: Elon Musk

CapEx / Valuations:

$6B May 2024 round at $24B; $6B Dec 2024 at $50B; $5B Jul 2025 with SpaceX $2B → $113B combined valuation.

Built Colossus 2, the world's first gigawatt-scale GPU training cluster in Memphis. Combined with SpaceX backing.

Flagship models · mid-2026

Grok 4 (June 2026)
Flagship model with native computer-use API and direct X real-time lookup. Priced at $5.00 / $25.00.
Grok 5 (In Training)
Estimated 6T parameter MoE training on Colossus 2 (targeting true AGI).

Long-term vision

A maximally truth-seeking AI designed to understand the universe. Musk positions xAI as the compute-heavy sovereign alternative, tightly integrated with Tesla robotics and SpaceX launch systems.

10-year plan

Expand Memphis cluster from 100K H100s to a 1-million GPU roadmap · Integrate Grok as the primary brain of Tesla's Optimus Gen 3 humanoid · Deploy edge inference.

“Digital superintelligence will arrive by 2026. Grok 5 will be the most advanced training project in history.” — Elon Musk

05 / 07

Meta AI · MSL

Menlo Park, USA · founded 2013 · Restructured 2025

CEO: Mark Zuckerberg

CapEx / Valuations:

$65B infrastructure investment in 2025; meta capex projected up to $100B in 2026; owns 49% of Scale AI.

Pivoted from pure open-weights Llama to closed-weights flagship models under Meta Superintelligence Labs.

Flagship models · mid-2026

Muse Spark (April 2026)
First closed-weights model. Trained using thought-compression RL. Tiered contemplation modes.
Llama 4 Maverick
400B total / 17B active MoE. Shipped under community weights license with 700M MAU clause.
Llama 4 Scout
109B total / 17B active MoE. Natively multimodal with a 10M token context window.

Long-term vision

Deploying 'personal superintelligence' across Meta Smart Glasses and consumer apps. Releasing open-weights for mid-scale models, but keeping frontier reasoning proprietary to protect value.

10-year plan

Deploy 57 million sq ft of datacenter capacity globally · Expand Ray-Ban Meta glasses AI features · Build 1-million GPU clusters.

“Muse Spark represents a transition to personal superintelligence. It is closed-weights to ensure safety.” — Mark Zuckerberg

06 / 07

DeepSeek

Hangzhou, China · founded 2023

CEO: Liang Wenfeng

CapEx / Valuations:

Self-funded. Raised a historic $7B at a $45B valuation in June 2026 from national and private entities.

The cost-efficiency disruptor. Shook the industry by matching closed models at 90% lower training and inference costs.

Flagship models · mid-2026

DeepSeek V4 (April 2026)
1.6T total / 50-60B active MoE. Permissive MIT license. Near-zero Flash API pricing.
DeepSeek V3.2
671B total / 37B active MoE. Priced at $0.28 input / $0.42 output per 1M tokens.
DeepSeek-R1
Reasoning model trained with pure RL, scaling test-time compute. AIME math score: 86.7%.

Long-term vision

AGI via algorithmic ingenuity rather than brute-force hardware scaling. Providing high-fidelity open weights to democratize AGI and counter hardware export restrictions.

10-year plan

Optimize models for Huawei Ascend hardware · Keep all models under open-weights MIT license · Accelerate synthetic data verification.

“We are not here to win a price war. We are here to push the boundary of intelligence.” — Liang Wenfeng

07 / 07

Alibaba Qwen

Hangzhou, China · founded 2023

CEO: Eddie Wu

CapEx / Valuations:

Backed by Alibaba Group's cloud capEx; part of China's $28.3B National Semiconductor Big Fund.

The backbone of Alibaba Cloud. Qwen3.7-Max is one of the highest-rated models on Artificial Analysis.

Flagship models · mid-2026

Qwen3.7-Max (May 2026)
Reasoning flagship, 256K context, optimized for 35-hour agent loops. Priced at $2.50 / $7.50.
Qwen3.6 Plus
Long-context agent workhorse, 1M context. Shipped under preview APIs.
Qwen3-Coder / Wan Video
State-of-the-art coding and open generative video specialists (Apache 2.0).

Long-term vision

Eddie Wu's vision is to make Alibaba Cloud the primary runtime for global AI agents. Open weights for smaller models, closed weights for the absolute frontier.

10-year plan

Integrate Qwen into Alibaba Cloud swarms · Deploy autonomous coding models · Target APAC enterprise market share.

“Open weights set the baseline, but agent swarms in the cloud represent the monetization.” — Qwen Team

Ecosystem Leaderboard

Frontier Model Registry & Pricing

Lab	Flagship Model	Parameter Scale	Context Window	API Pricing (In/Out per 1M)	Licensing Model
OpenAI	GPT-5.4 (June 2026)	Undisclosed MoE	1,050,000 tokens	$2.50 / $15.00	Proprietary API
OpenAI	gpt-oss-120b	117B total / 5.1B active	128,000 tokens	Free (limited)	Community Open-Access
Anthropic	Claude Fable 5	Undisclosed	1,000,000 tokens	$10.00 / $50.00	Proprietary API
Anthropic	Claude Opus 4.6	Undisclosed	1,000,000 tokens	$5.00 / $25.00	Proprietary API
Google DeepMind	Gemini 2.5 Pro	Undisclosed	2,000,000 tokens	Free tier / Pay-per-use	Proprietary API
Google DeepMind	Gemini 3.1 Pro	Undisclosed	200,000 tokens	$2.00 / $12.00	Proprietary Preview
Meta AI	Llama 4 Maverick	400B total / 17B active	1,000,000 tokens	Free (inference cost only)	Llama Community License
Meta AI	Llama 4 Scout	109B total / 17B active	10,000,000 tokens	Free (inference cost only)	Llama Community License
DeepSeek	DeepSeek V4	~1T total / 50-60B active	1,000,000 tokens	Near-Zero (Flash API)	Permissive MIT License
DeepSeek	DeepSeek V3.2	671B total / 37B active	128,000+ tokens	$0.28 / $0.42	Permissive MIT License
Alibaba Qwen	Qwen3.7-Max	Undisclosed	256,000+ tokens	$2.50 / $7.50	Proprietary API
Moonshot AI	Kimi K2.5	Undisclosed MoE	262,000 tokens	$0.38 / $1.72	Open Weights
Zhipu AI	GLM-5	Undisclosed	200,000 tokens	$0.80 / $2.56	Open Weights (MIT)
Xiaomi	MiMo-V2-Pro	Undisclosed	1,040,000 tokens	$1.00 / $3.00	Proprietary API
MiniMax	MiniMax M2.7	Undisclosed	205,000 tokens	$0.30 / $1.20	Proprietary API
ByteDance	Seed 2.0 (Doubao)	Undisclosed	262,000 tokens	$0.25 / $2.00	Proprietary API

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