Gemini 3.1 Pro Preview vs Gemma 3n 4B
Compare Gemini 3.1 Pro Preview and Gemma 3n 4B, both from Google AI, context windows of 1.0M vs 33K, tested across 23 shared challenges. Updated February 2026.
Compare Gemini 3.1 Pro Preview and Gemma 3n 4B, both from Google AI, context windows of 1.0M vs 33K, tested across 23 shared challenges. Updated February 2026.
18 challenges
Recreate an interactive, nostalgic Pokémon battle UI in a single HTML file.
Recreate an interactive, classic Mario level in a single HTML file.
Tests an AI's ability to create interactive web elements
Generate a single-page, self-contained HTML webapp using Tailwind CSS for a randomly chosen category/industry/niche.
Generate a unique and simple recipe with common ingredients.
Create a starter plan for improving long-term health.
Recreate a classic, retro, macOS Desktop UI — make it interactive and nostalgic, make it as interactive as you can, you can be creative.. Feel free to showcase your skills. The entire application must be a single-page self-contained HTML file.
Develop a cutting-edge 3-month longevity plan for a biohacker.
Disclaimer: This protocol is designed for informational purposes and represents aggressive, cutting-edge biohacking strategies. It includes potent supplements and intense physiological stressors. Consult with a functional medicine physician before beginning, especially regarding fasting, senolytics, and glucose management.
Here is a comprehensive, 90-day longevity and performance optimization protocol. It is built on the fundamental biohacking principle of pulsing: deliberately cycling between AMPK activation (cellular cleanup, autophagy, longevity) and mTOR activation (muscle growth, hormone optimization, performance).
You cannot hack what you do not measure. Before starting, establish your baselines.
Goal: Clear senescent (zombie) cells, build metabolic flexibility, upregulate mitochondrial density, and reset insulin sensitivity.
Goal: Maximize neurogenesis (BDNF), increase bone density, build lean muscle mass (a primary longevity organ), and optimize hormones.
Goal: Balance mTOR and AMPK, master autonomic nervous system control, and lock in physical adaptations.
On Day 90, repeat the Day 0 blood panel and biological age test.
Based on the data, adjust the protocol. The ultimate biohack is realizing that the perfect protocol is constantly evolving based on what your biometric data tells you.
Disclaimer: This plan is designed for individuals with a strong understanding of biohacking principles and a baseline level of fitness. Consult with your physician and/or qualified healthcare professionals before implementing any significant dietary, supplement, or exercise changes. This is a template; personalize dosages and activities based on your individual needs, response, and health conditions.
Core Philosophy: This plan focuses on a holistic approach encompassing nutrition, supplementation, exercise, stress management, and personalized tracking. It's built on principles of cellular health, metabolic optimization, and neuroplasticity. Progress is tracked meticulously, and adjustments are made based on data-driven insights.
I. Phase Overview:
II. Key Pillars:
1. Nutrition (Dietary Protocol):
2. Supplement Stack (Dosages are examples; consult a professional):
3. Exercise Protocol:
4. Stress Resilience & Mental Wellbeing:
5. Advanced Tracking and Monitoring:
Write a pro-level buy-side investment memo with valuation and diligence questions.
Build a simplified LBO with returns and sensitivities.
Design an innovative, multi-component dish worthy of a 3-star Michelin restaurant.
Dish Title: Symbiosis: The Pine & The Pearl
Conceptual Narrative: Symbiosis is a culinary exploration of the ecotone—the transitional space where the ancient, damp coniferous forest meets the crashing, briny ocean. The dish is built around a highly unusual but chemically harmonious pairing: briny deep-water oysters and high-quality white chocolate, bridged by the resinous, citrus-like terpenes of Douglas Fir and the deep, earthy umami of lacto-fermented Porcini mushrooms. White chocolate (cocoa butter) shares flavor compounds with both caviar and oysters; when its sweetness is dialed back and used as a fat to mount a sauce, it creates an impossibly luxurious mouthfeel that coats the palate, allowing the ocean brine and pine aromas to linger.
Technique:
Technique:
Technique:
Technique:
Technique:
The Canvas: Serve in a bespoke, matte-black ceramic bowl that mimics the texture of a sea-worn stone.
Assembly:
How to Eat: The guest is instructed to take a bit of the oyster, drag it through the white chocolate emulsion, and catch a bit of the forest soil and sea grapes in the same bite. The initial hit of sweet/tart green strawberry gives way to the warm, fatty, vanilla-tinged brine of the sauce, finishing with an intense, lingering echo of pine forest and umami.
Conceptual Narrative:
"The Echo of the Deep" is an exploration of contrasting textures and flavors inspired by the hidden depths of the ocean and the vibrant resilience of the coastal landscape. The dish represents a journey from the briny freshness of the sea to the earthy depths of the soil, culminating in a light, ethereal finish. The unusual pairing of delicate scallops and tart sea buckthorn creates a surprising interplay of sweet and sour, evoking the feeling of sunlight piercing through the water's surface. The dish aims to be a sensory experience, stimulating both the palate and the imagination.
Yields: 2 servings Difficulty: Advanced Prep Time: 4 hours (plus overnight curing for black garlic) Cook Time: 30 minutes
I. Scallop & Sea Buckthorn Spheres:
Concept: Delicate spheres bursting with concentrated scallop flavor and a tart sea buckthorn counterpoint.
Ingredients:
Instructions:
II. Smoked Black Garlic Soil:
Concept: An earthy, umami-rich "soil" that adds depth and complexity to the dish.
Ingredients:
Instructions:
III. Sea Bean Salad:
Concept: A refreshing and salty salad that provides a textural contrast and a bright, oceanic flavor.
Ingredients:
Instructions:
IV. Yuzu Air:
Concept: A light, ethereal foam that adds a burst of citrusy aroma and a delicate finish to the dish.
Ingredients:
Instructions:
Plating & Assembly:
Wine Pairing Suggestion:
A crisp, dry Albariño from Rías Baixas, Spain, with its citrus notes and minerality, would perfectly complement the sea buckthorn and scallop flavors.
Notes:
This dish aims to be a memorable culinary experience, showcasing the potential of unexpected ingredient pairings and advanced techniques. The "Echo of the Deep" is a celebration of the ocean's bounty and the artistry of fine dining.
Create an autonomous drone simulator with custom environment using ThreeJS