OpenAI Garlic Model
Intelligence Feed
Real-time signals from the AI ecosystem
Microsoft Copilot Pro Users May Get Early Access to Garlic
Beta testers for Microsoft Copilot report seeing a new "Experimental" toggle that drastically improves reasoning speed. Is this a stealth test of the Garlic model?
Access SourceIs Garlic Actually "GPT-5" in Disguise?
Some insiders believe "Garlic" is just the internal codename for what will be publicly branded as GPT-5, while others think it's a distinct, reasoning-focused branch like o1.
Access SourceWill OpenAI Open Source Garlic to Counter Llama 4?
Facing immense pressure from Meta's Llama 4, some analysts predict OpenAI might release a smaller "Garlic-8B" model as open weights to recapture the developer community.
Access SourceThe "Garlic" Name: A Warding Off of Vampires (Competitors)?
A fun theory: Garlic is named to "ward off" the vampires (Google and Anthropic) that are sucking away OpenAI's market share. Or maybe the team just really likes Italian food.
Access SourceLeak: "gpt-garlic-preview" Endpoint Spotted in API Documentation
A developer noticed a fleeting reference to "gpt-garlic-preview" in the OpenAI API docs before it was quickly removed. The pricing tier suggested it might be significantly cheaper than GPT-4o.
Access SourceGarlic Might Support "Infinite Context" via New Memory Architecture
A paper draft allegedly leaked from OpenAI research suggests Garlic uses a new "Ring Attention" variant, theoretically allowing for near-infinite context windows with constant memory usage.
Access SourceAnalysis: Garlic Could Be The First Non-Transformer Commercial Model
Given the efficiency claims, experts speculate Garlic might incorporate SSM (State Space Model) or Mamba architectures to reduce inference costs while maintaining long-context performance.
Access SourceAgentic Workflows: Garlic's True Purpose
Garlic might be optimized specifically for tool use and agentic loops, solving the "getting stuck" problem that plagues current models when they try to use multiple tools in sequence.
Access SourceProject "Clove": A Mobile-First Version of Garlic?
Sources claim OpenAI is working on a quantized version of Garlic, codenamed "Clove", designed to run locally on next-gen smartphones, directly challenging Apple Intelligence.
Access SourceTechnical Deep Dive
Architectural analysis and benchmarks
Architecture & Scale
Contrary to the "bigger is better" trend, leaks suggest "Garlic" is a High-Density Small Model. Building on the internal "Shallotpeat" project, it reportedly achieves GPT-5 class performance with a fraction of the parameters.
- Architecture: Dense-MoE Hybrid (Focus on efficiency)
- Parameter Efficiency: 10x more knowledge per parameter than GPT-4
- Inference Cost: Estimated 80% lower than Gemini 3 Ultra
Key Technical Innovations
Hyper-Efficient Pretraining
New techniques allow "Garlic" to compress the knowledge of massive datasets into a smaller, faster architecture without quality loss.
Agentic Reasoning Core
Designed specifically for long-horizon agentic workflows, outperforming Opus 4.5 in autonomous coding tasks.
Performance Projections
Internal evaluation leaks indicate "Garlic" is beating the current SOTA models (Gemini 3 & Claude Opus 4.5) in key reasoning benchmarks:
| Benchmark | Current SOTA (Gemini 3 / Opus 4.5) | Garlic (Internal) |
|---|---|---|
| SWE-bench Verified (Coding) | 80.9% (Opus 4.5) | 88.5%+ |
| GPQA Diamond (Science) | 93.8% (Gemini 3) | 96.2%+ |
| AIME 2025 (Math) | 100% (Gemini 3) | 100% (4x Faster) |
⚠️ Based on available technical documentation and research
Benchmark Comparison
Garlic vs. Frontier Models
| Model Architecture | Launch Window | Context | Core Advantages | Limitations |
|---|---|---|---|---|
OpenAI Garlic Expected OpenAI | 2026 Q1 (Expected) | 2M+ (Speculated) |
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Google Gemini 3 Google DeepMind | Nov 18, 2025 | 1M tokens |
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Claude Opus 4.5 Anthropic | Nov 24, 2025 | 200K (extended) |
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GPT-5.1 OpenAI | Sep 2025 | 256K |
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DeepSeek V3.2 DeepSeek | Dec 1, 2025 | 128K |
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🔍Key Takeaways
- Garlic is expected to lead in reasoning and agentic capabilities
- Gemini 3.0 likely retains the edge in native multimodal processing
- Claude 4.5 remains a strong contender for coding and safety
- Open-source alternatives continue to narrow the gap with proprietary models
⚠️Important Notes
- All Garlic model information is unconfirmed and based on speculation
- Comparisons should be verified with independent benchmarks upon release
- Model capabilities evolve rapidly; this comparison may quickly become outdated
Knowledge Base
Key insights about the Garlic architecture
What is OpenAI Garlic?
Is Garlic the same as GPT-5?
When will Garlic be released?
What are the reported capabilities?
Where did the name "Garlic" come from?
Has OpenAI confirmed this model exists?
How reliable are these sources?
How does it compare to Google Gemini?
Will it be available via API?
Mission Brief
Intelligence & Analysis
Our Mission
To provide a centralized, objective, and up-to-date resource for the AI community to track developments regarding OpenAI's rumored next-generation models. We aim to separate confirmed facts from speculation while providing technical context.
Information Sources
- ✓Reputable Tech Media (The Information, Reuters)
- ✓Research Papers & Technical Documentation
- ✓Verified Industry Insider Reports
- ✓Community Analysis & Benchmarks
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Contact UsLast updated: 2025