Mistral Large 2 vs Qwen: Qwen3.5 397B A17B
Compare Mistral Large 2 by Mistral AI against Qwen: Qwen3.5 397B A17B by Qwen, context windows of 128K vs 262K, tested across 18 shared challenges. Updated February 2026.
Compare Mistral Large 2 by Mistral AI against Qwen: Qwen3.5 397B A17B by Qwen, context windows of 128K vs 262K, tested across 18 shared challenges. Updated February 2026.
18 challenges
Tests an AI's ability to create detailed SVG illustrations of gaming hardware
Tests an AI's humor and creative writing ability
Alright, good evening everybody! How are we all doing tonight? Yeah? Yeah? nobody's gonna say 'bad'? Ok, fair enough.
You know, I was walking down the street the other day, and I saw this sign outside a shop that said, "Wet Paint." I thought, "Well, that's weird. Isn't paint supposed to be wet? When's the last time you saw a bucket of dry paint? That's like saying 'Wet Water' or 'Hot Coffee' – oh, wait, they do say that last one. Never mind.
And what's the deal with self-checkout machines? They always tell you, "Unexpected item in bagging area." Really? It's a bag of chips, not a flamingo doing the tango! And why is it always an "unexpected" item? You know what would be an unexpected item? If I scanned a live bear through there. "Oh, hey, just picking up a loaf of bread, some milk, and THIS GUY!"
You ever notice how people get real testy about their favorite coffee places? "Oh, you go to Starbucks? You monster! You know they burn their beans, right?" Yeah, well, you drink tea, so you're basically a serial killer. And why is decaf even a thing? People who drink decaf are like vegetarians at a steakhouse – sure, you can have a seat, but why are you even here?
And speaking of coffee shops, what's with the sizes? Small, medium, large – that's simple, right? But no, we've got "tall," "grande," "venti"... I stand in line, and I'm like, "Uh, yeah, can I get a... medium-ish? Just whatever comes between 'not enough' and 'that's too much, are you crazy?'"
You know who I feel bad for? Meteorologists. They're the only people who can be wrong 90% of the time and still keep their jobs. "There's a 50% chance of rain tomorrow." Yeah, and there's a 50% chance I'm gonna wear pants tomorrow, but you don't see me on the news talking about it!
Alright, that's my time. You've been a great audience! Remember to tip your waitresses, try the veal, and... nah, I can't even say that with a straight face. Goodnight, everybody!
(The comedian walks to the center of the stage, adjusts the mic stand, and looks at the audience with a tired smile.)
Has anyone else noticed that calling a customer service line is the only situation in life where you voluntarily enter a hostage negotiation?
I tried to call my internet provider yesterday. Just to ask why my bill went up fifty dollars. I pick up the phone, and immediately, I'm attacked by a voice that is too cheerful for the circumstances.
"Thank you for calling! Please listen closely, as our menu options have changed."
They always say that. The options haven't changed. They've just added three new layers of hell to the bottom of the list.
"Press one for billing. Press two for technical support. Press three to speak to a representative… in the next three to five business days."
I press one. Then I get the hold music. You know the song? It's always the same smooth jazz saxophone loop. It's not music; it's psychological warfare. It's designed to lower your blood pressure just enough so you don't have a stroke while you wait.
And every forty-five seconds, a voice cuts in to lie to me. "You are currently first in line. Please continue to hold."
I know you're lying. I can hear the other hold music in the background. There are at least twelve of us in this digital waiting room, staring at each other through the phone, too afraid to hang up because we'll lose our spot.
Finally, a human picks up. And the anxiety spikes. Now I have to perform. I have to be polite. I have to sound like a reasonable adult, even though I'm currently wearing sweatpants and eating cereal for dinner at 2 PM.
The agent says, "Thank you for calling. Can I get your account number?"
I give it to them.
"And for security, can you confirm your mother's maiden name?"
And I panic. Because I don't know that. I know her name is "Mom." I don't know what she was called before she was responsible for me. That feels like information she should have volunteered earlier.
Then comes my favorite phrase. The one that instills the most fear. "This call may be recorded for quality assurance."
Who is being graded here? Me? Is the agent going to get a bonus if I sound satisfied?
"Okay, Dave, I'm going to rate this call five stars, but only if you waive the late fee."
"I can't do that, sir."
"Then you're getting a one-star review, Dave. Your performance review is going to be a nightmare."
In the end, I didn't even solve the problem. I just realized that fifty dollars is cheaper than the emotional toll of staying on the line for another twenty minutes. So I hung up.
Now I just email them. Because nothing says "I value your business" like an automated reply that says, "We received your email. We will never read it."
(Comedian shrugs, waves, and walks off.)
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
Tests an AI's ability to create a detailed world map in SVG format
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.
Here’s a simple, delicious, and creative savory dish using just 7 common pantry ingredients—no fresh produce required!
A warm, spiced, and satisfying one-pan dish with crispy chickpeas, tangy tomatoes, and a hint of smoky sweetness. Perfect as a side, snack, or light meal!
(Optional garnish: dried parsley or red pepper flakes if you have them!)
Crisp the chickpeas:
Simmer the tomatoes:
Combine & serve:
Serve warm!
Variations (if you have extras):
Create a starter plan for improving long-term health.
Here’s a simple, actionable 1-month plan to kickstart your journey toward better health and longevity. We’ll focus on three key pillars: nutrition, movement, and recovery (sleep + stress management). Each week builds on the last, with small, sustainable changes.
Goal: Establish consistent habits in nutrition, movement, and recovery without overwhelm.
| Week | Nutrition | Movement | Recovery (Sleep + Stress) |
|---|---|---|---|
| 1 | Hydration + Whole Foods | Walk 10K steps/day | 7-hour sleep + 5-min breathing |
| 2 | Protein + Fiber Focus | Bodyweight Strength | Sleep routine + Digital sunset |
| 3 | Reduce Processed Foods | Add Mobility Work | Gratitude + 10-min "me time" |
| 4 | Mindful Eating | Increase Intensity | Optimize Sleep Environment |
Goal: Shift toward whole, nutrient-dense foods while keeping it simple.
Goal: Build consistency with enjoyable movement (no gym required).
Goal: Prioritize rest and reduce chronic stress.
| Week | Nutrition | Movement | Recovery |
|---|---|---|---|
| 1 | ☐ 1/2 body weight in oz water ☐ 1 veggie/meal ☐ Swap 1 snack | ☐ 5K steps/day ☐ 2–3 short walks | ☐ 7-hour sleep ☐ 5-min breathing |
| 2 | ☐ 20–30g protein/meal ☐ 1 high-fiber food ☐ Cook 1 new recipe | ☐ 2 strength sessions ☐ +1K steps | ☐ Wind-down routine ☐ No caffeine after 2 PM |
| 3 | ☐ No sugary drinks ☐ Read labels ☐ Meal prep 1 lunch | ☐ 5-min stretch daily ☐ Replace 10 mins sitting ☐ Try 1 new activity | ☐ Gratitude journal ☐ 10-min "me time" |
| 4 | ☐ Eat slowly ☐ 80% full ☐ 1 no-phone meal | ☐ 1 interval session ☐ 3 strength sessions ☐ Stand 1 hour/day | ☐ Optimize sleep environment ☐ No late-night eating ☐ Morning sunlight |
Remember: Health is a marathon, not a sprint. This plan is about building habits that last, not perfection. After 30 days, you’ll have a solid foundation to keep improving!
Would you like any modifications based on your current lifestyle (e.g., busy schedule, dietary restrictions)?
Develop a cutting-edge 3-month longevity plan for a biohacker.
Designed for a high-performance biohacker seeking to maximize lifespan, cognitive function, physical performance, and metabolic resilience.
This plan integrates cutting-edge longevity science, advanced supplementation, precision nutrition, personalized fitness, stress resilience training, and real-time biometric tracking to create a data-driven, adaptive protocol for peak biological optimization.
Goal: Establish baselines, optimize metabolic flexibility, and prime the body for deeper interventions.
1. Comprehensive Blood & Biomarker Panel (Before & After 3 Months)
2. Wearable & Continuous Tracking Setup
3. Cognitive & Physical Baseline Testing
Goal: Enhance metabolic flexibility, mitochondrial efficiency, and autophagy while avoiding nutrient deficiencies.
| Day | Protocol | Macros (Approx.) | Key Notes |
|---|---|---|---|
| Mon | Ketogenic (Keto) | 70% fat, 20% protein, 5% net carbs | High-fat, moderate protein, very low carb |
| Tue | Keto + Time-Restricted Eating (TRE) | 16:8 (eat 12-8 PM) | Autophagy activation |
| Wed | Targeted Keto (TKD) | 60% fat, 25% protein, 10% net carbs | Carbs around workout (30-50g dextrose) |
| Thu | Keto + 24h Fast | 0 calories (water, electrolytes, black coffee) | Deep autophagy, stem cell activation |
| Fri | Cyclical Keto (CKD) | 50% fat, 30% protein, 20% net carbs | Refeed to replenish glycogen |
| Sat | Keto + Protein Cycling | 65% fat, 30% protein, 5% net carbs | Lower protein to enhance ketosis |
| Sun | Flexible Keto (FKD) | 60% fat, 25% protein, 10% net carbs | Adjust based on CGM data |
Dosages are personalized—adjust based on bloodwork and wearable data.
| Supplement | Dosage | Timing | Purpose |
|---|---|---|---|
| NMN (Nicotinamide Mononucleotide) | 500-1000mg | AM | NAD+ booster, sirtuin activation |
| Trans-Resveratrol | 250-500mg | AM | SIRT1 activator, anti-inflammatory |
| Fisetin | 500mg | 2x/week (fasting day) | Senolytic (clears zombie cells) |
| Quercetin + Dasatinib (Senolytic Combo) | 500mg Quercetin + 50mg Dasatinib | 1x/month (fasting day) | Deep senolytic effect |
| Magnesium L-Threonate | 2000mg | PM | Cognitive function, synaptic plasticity |
| Omega-3 (EPA/DHA) | 2-3g (1:1 ratio) | With meals | Anti-inflammatory, brain health |
| Vitamin D3 + K2 (MK-7) | 5000-10,000 IU D3 + 200mcg K2 | AM | Bone, immune, cardiovascular health |
| Zinc + Copper | 30mg Zinc + 2mg Copper | PM | Immune, testosterone, redox balance |
| Berberine | 500mg | 3x/day (with meals) | Glucose control, AMPK activation |
| Metformin (if insulin resistant) | 500-1000mg | PM | Longevity, glucose regulation |
| Rapamycin (Sirolimus) (Optional) | 5-10mg | 1x/week (fasting day) | mTOR inhibition, autophagy |
| Collagen Peptides | 10-20g | AM/PM | Skin, joints, gut health |
| Creatine Monohydrate | 5g | Post-workout | Cognitive & physical performance |
| Lion’s Mane + Bacopa Monnieri | 1g + 300mg | AM | Neurogenesis, memory |
| Apigenin | 50mg | PM | Senolytic, anti-inflammatory |
Goal: Maximize muscle retention, mitochondrial density, and cardiovascular health while minimizing injury risk.
| Day | Workout Type | Details | Intensity |
|---|---|---|---|
| Mon | Strength (Upper Body) | 5x5 Heavy Compounds (Bench, OHP, Rows) + Accessories | 75-85% 1RM |
| Tue | HIIT + Sprints | 10x 30s sprint / 90s walk (or bike) | 90%+ max HR |
| Wed | Active Recovery | Yoga, mobility, walking (10K steps) | Low intensity |
| Thu | Strength (Lower Body) | 5x5 Heavy Squats, Deadlifts, Bulgarian Split Squats | 75-85% 1RM |
| Fri | VO2 Max Training | 4x4 min @ 90-95% max HR (2 min rest) | High intensity |
| Sat | Zone 2 Cardio | 60-90 min cycling/walking (60-70% max HR) | Low intensity |
| Sun | Rest or Mobility | Sauna, cold plunge, stretching | Recovery |
Goal: Enhance neuroplasticity, memory, focus, and resilience to neurodegeneration.
| Day | Intervention | Details |
|---|---|---|
| Mon | Dual N-Back Training | 20 min (Brain Workshop / Dual N-Back Pro) |
| Tue | Transcranial PEMF (tPEMF) | 20 min (via NeoRhythm or iTENS) |
| Wed | Neurofeedback (Muse S) | 15 min alpha/theta training |
| Thu | Cold Exposure + Breathwork | 3 min cold shower + 10 min Wim Hof |
| Fri | Non-Sleep Deep Rest (NSDR) | 20 min Yoga Nidra (via Insight Timer) |
| Sat | Psychedelic Microdosing (Optional) | 10-20mcg LSD or 0.1-0.2g psilocybin |
| Sun | Digital Detox | No screens 1 hour before bed, journaling |
Goal: Lower chronic stress, improve HRV, and enhance parasympathetic tone.
| Time | Intervention | Details |
|---|---|---|
| AM | Morning Sunlight | 10-15 min sunlight (no glasses) |
| AM | Cold Plunge | 2-3 min at 50°F (10°C) |
| PM | Sauna (Infrared or Dry) | 20-30 min at 160-180°F (70-80°C) |
| PM | HRV Biofeedback | 10 min (via Elite HRV or HeartMath) |
| PM | Red Light Therapy | 10-15 min (660nm/850nm) |
| Night | Sleep Optimization | 7-9h, 65°F (18°C), blackout curtains, no EMFs |
Goal: Refine protocols based on biometric feedback, deepen autophagy, and enhance performance.
Goal: Lock in gains, optimize biomarkers, and transition to a sustainable long-term protocol.
✅ Metabolic Health:
✅ Longevity Biomarkers:
✅ Physical Performance:
✅ Cognitive Function:
✅ Stress & Recovery:
This plan is aggressive but sustainable—designed for a highly motivated biohacker who wants to push the limits of human performance and lifespan extension.
Ready to begin? 🚀 Let’s optimize.
This plan is for informational and educational purposes only. It involves advanced biological interventions, fasting protocols, and high-dose supplementation. Do not attempt this without consulting a qualified healthcare provider, especially if you have pre-existing conditions (diabetes, cardiovascular issues, eating disorders, kidney/liver dysfunction). Blood work and genetic testing (e.g., APOE status) should inform specific decisions.
Objective: Maximize healthspan by targeting the Hallmarks of Aging (mitochondrial dysfunction, cellular senescence, epigenetic alterations) while peaking physical and cognitive output. Philosophy: Hormesis (beneficial stress), Metabolic Flexibility, and Data-Driven Iteration.
Before Day 1, establish your data anchor.
Goal: Reduce systemic inflammation, restore insulin sensitivity, establish circadian rhythm.
Take with food unless noted.
Goal: Induce autophagy, improve stress resilience, increase power output.
Additions/Changes:
Goal: Maximize cognitive throughput, test physical limits, solidify long-term habits.
Refinement:
Weekly Review (Sunday):
Monthly Review:
At the end of 90 days, do not stop. Adopt the "80/20 Maintenance Mode":
This plan is a living document. Your biology is unique. Use the data from your wearables and blood work to override the general rules.
Design an innovative, multi-component dish worthy of a 3-star Michelin restaurant.
Michelin 3-Star Dish: "Ocean’s Whisper & Forest’s Breath"
Conceptual Narrative: This dish is a poetic dialogue between two seemingly disparate ecosystems—the ocean’s depths and the forest floor—united through texture, temperature, and memory. The "Ocean’s Whisper" represents the briny, umami-rich essence of the sea, embodied in a smoked eel and kelp consommé with fermented sea urchin custard, while the "Forest’s Breath" evokes the earthy, aromatic soul of the woods through charred wild mushroom tea, black garlic soil, and pine-infused honeycomb. The dish is a meditation on transience: the eel’s journey from river to sea mirrors the fleeting nature of flavor, while the mushrooms’ mycelial network symbolizes hidden connections beneath the surface.
The plating is a living diorama—a miniature landscape where edible "rocks" (compressed rye bread) cradle "tide pools" of consommé, and "moss" (microgreens and edible flowers) sprouts from a "forest floor" of black garlic soil. The diner is invited to interact with the dish, using a smoked cedar spoon to stir the consommé and release its aroma, or breaking the honeycomb to drizzle its nectar like morning dew.
Unusual Pairing: Cold-smoked eel + fermented sea urchin (uni) + dulse seaweed Techniques: Cold smoking, sous-vide fermentation, consommé clarification, spherification (reverse)
For the Consommé:
For the Fermented Sea Urchin Custard:
Garnish:
Cold-Smoke the Eel:
Ferment the Sea Urchin:
Clarify the Consommé:
Assembly:
Unusual Pairing: Charred matsutake mushrooms + black garlic + pine resin honey Techniques: Dehydration, freeze-drying, fat-washing, honeycomb crystallization
For the Mushroom Tea:
For the Black Garlic Soil:
For the Pine Honeycomb:
Char the Mushrooms:
Infuse the Tea:
Make the Black Garlic Soil:
Crystallize the Pine Honeycomb:
Assembly:
Techniques: Compression, dehydration, aroma diffusion
Shape the "Rocks":
Prepare the Spoon:
Aroma Diffusion:
First Bite (Ocean’s Whisper):
Second Act (Forest’s Breath):
Finale (Landscape Interaction):
| Ingredient | Source | Substitute (if unavailable) |
|---|---|---|
| Matsutake mushrooms | Foraged & Found Edibles (US) | Porcini or king oyster mushrooms |
| Fermented sea urchin | Catalina Offshore Products (US) | Fresh uni + 24-hour miso fermentation |
| Black garlic | Amazon or Korean markets | Slow-cooked garlic (60°C for 40 days) |
| Pine resin honey | MeliBio (US) or Greek specialty shops | Regular honey + 1% pine essential oil |
| Dulse seaweed | Maine Coast Sea Vegetables | Nori or wakame |
| Smoked cedar plank | Smoking Wood | Applewood + cedar oil |
Unusual Pairings with Purpose:
Advanced Techniques:
Plating as Art:
Narrative Depth:
Precision & Rarity:
This dish is not just food—it’s a fleeting ecosystem on a plate, where each bite reveals another layer of the ocean’s whisper or the forest’s breath. It challenges the diner to slow down, observe, and savor the invisible threads that connect us to nature.
Would you like a wine pairing suggestion to complete the experience? (Hint: A smoked German Riesling or aged Jura Vin Jaune would be transcendent.)
"Abyssal Forest" explores the convergence of the deepest earth and the deepest sea through the lens of Umami. The dish challenges the diner's perception of "Surf and Turf" by pairing the gamey, iron-rich depth of aged Venison with the briny, creamy sweetness of Sea Urchin (Uni).
The narrative is one of contrast and harmony: the dark, shadowed notes of the forest floor (venison, pine, beetroot) meeting the luminous, saline glow of the ocean (uni, sea buckthorn). The acidity of the sea buckthorn acts as the "light" that pierces the canopy, cutting through the richness of the fats. It is a dish about memory, territory, and the primal connection between land and water.
1. Venison Loin:
2. Beetroot & Porcini Soil:
3. Pine Needle Oil:
1. Sea Buckthorn Spheres:
2. Uni & Bone Marrow Emulsion:
3. Searing the Venison:
The Canvas: A matte black, hand-thrown ceramic plate with a wide rim.
| Ingredient | Specification | Sourcing Note |
|---|---|---|
| Venison Loin | Wild, 21-day dry-aged | Seek specialty game suppliers (e.g., D'Artagnan or local high-end butchers). Ensure it is hung properly. |
| Uni (Sea Urchin) | Hokkaido Bafun (Grade A) | Must be air-freighted fresh. Look for bright orange color, firm tongues, no ammonia smell. |
| Sea Buckthorn | Pure Juice (No sugar) | Available at specialty health food stores or Nordic ingredient suppliers. |
| Sodium Alginate | Molecular Gastronomy Grade | Brands like Modernist Pantry or ChefSteps. |
| Pine Tips | Young, Spring Growth | Forage from non-treated trees. Avoid Yew (toxic). Use Spruce or Pine. |
| Bone Marrow | Grass-Fed Beef | Ask butcher to split bones lengthwise for easy roasting. |
Create an autonomous drone simulator with custom environment using ThreeJS