Claude vs DeepSeek vs Mistral: Workout Supplements

Prompt
Best workout supplements - what works and what's waste of money
ClaudeAnthropic
Best workout supplements - what works and what's waste of money

Here's a breakdown of workout supplements based on scientific evidence:

Worth Your Money (Strong Evidence)

Creatine Monohydrate

  • Best bang for buck supplement

  • Improves power, strength, and muscle mass

  • 3-5g daily, timing doesn't matter

  • ~$0.10-0.20 per day


Caffeine
  • Enhances endurance, focus, and perceived effort

  • 100-400mg pre-workout (avoid if sensitive)

  • Coffee works just as well as pills


Whey Protein
  • Only if you struggle to hit protein targets from food

  • Convenient, not magical

  • Aim for 0.7-1g protein per lb body weight total


Possibly Helpful (Moderate Evidence)

Citrulline Malate

  • May improve endurance and reduce soreness

  • 6-8g pre-workout

  • More research needed


Beta-Alanine
  • Can help with high-rep training

  • Causes harmless tingling sensation

  • 3-5g daily


Likely Waste of Money


  • BCAAs (if eating adequate protein)

  • Fat burners (mostly caffeine + marketing)

  • Testosterone boosters (unless clinically deficient)

  • Most proprietary blends with "secret formulas"

  • Detox/cleanse products


Bottom Line


Focus on consistent training, adequate sleep, and proper nutrition first. Most supplements are vastly overhyped. Creatine is the only one that's both cheap and reliably effective for most people.

What specific goals are you training for? That might help narrow down what's actually useful for you.

22:46
DeepSeekDeepSeek
Best workout supplements - what works and what's waste of money

Of course. This is a great question because the supplement industry is flooded with marketing hype, and it's easy to waste a lot of money. Let's break down the best workout supplements based on strong scientific evidence, separating the proven performers from the overhyped and wasteful.

Here’s a quick visual guide to the core hierarchy of evidence-based supplements:

quadrantChart
title Supplement Effectiveness vs. Cost-Efficiency
x-axis "Low Cost" --> "High Cost"
y-axis "Weak Evidence" --> "Strong Evidence"
"Creatine": [0.1, 0.95]
"Whey/Protein Powder": [0.15, 0.85]
"Caffeine": [0.1, 0.9]
"Beta-Alanine": [0.3, 0.7]
"Citrulline Malate": [0.4, 0.75]
"Multivitamin": [0.5, 0.2]
"BCAAs": [0.7, 0.1]
"Testosterone Boosters": [0.9, 0.05]
"Fat Burners": [0.8, 0.3]
"Glutamine": [0.6, 0.2]

πŸ₯‡ The Elite Tier: Strong Evidence, High Value

These are the supplements with decades of robust scientific backing. They are effective, safe, and cost-efficient.

  • Creatine Monohydrate

  • What it is: A compound stored in your muscles that helps regenerate ATP, your body's primary energy currency for short, intense bursts of effort.

  • What it Does: Increases strength, power output, and muscle growth. It also draws water into muscle cells, making them look fuller.

  • Verdict: Extremely Effective. This is the most researched supplement in sports nutrition history. It's cheap and it works.

  • Form to Buy: Cheap and simple Creatine Monohydrate. Don't fall for "fancy" versions like Creatine HCl or ethyl ester; they offer no proven advantage.

  • Whey or Plant-Based Protein Powder

  • What it is: A convenient source of high-quality protein.

  • What it Does: Provides the essential amino acids (especially Leucine) necessary to stimulate muscle protein synthesis (MPS) and repair muscle tissue after a workout.

  • Verdict: Extremely Effective for Convenience. It's not magic; it's just convenient. If you struggle to hit your daily protein goals (~1.6-2.2g per kg of body weight) through whole food alone, protein powder is a cost-effective solution.

  • Form to Buy: Whey Concentrate or Isolate (if lactose sensitive). For plant-based, a pea and rice protein blend is best.

  • Caffeine

  • What it is: A central nervous system stimulant.

  • What it Does: Reduces perceived effort, increases alertness, and can enhance endurance and strength performance.

  • Verdict: Extremely Effective. The evidence for caffeine's performance-enhancing effects is undeniable.

  • How to Use: 3-6 mg per kg of body weight, taken 30-60 minutes before exercise. (e.g., 200-400 mg for an 80kg/175lb person). This can come from pills, coffee, or pre-workouts.



πŸ₯ˆ The Secondary Tier: Situationally Useful

These have good evidence but are more specific to certain goals or can be covered by a good diet.

  • Beta-Alanine

  • What it is: An amino acid that combines with histidine to form carnosine, a compound that buffers acid in muscles.

  • What it Does: Delays muscle fatigue, allowing for 1-2 more reps during high-intensity sets (typically in the 60-240 second range). You'll feel a "tingling" sensation (paresthesia), which is harmless.

  • Verdict: Effective for High-Volume Training. Great for bodybuilders, crossfitters, or those doing multiple sets to failure.

  • Citrulline Malate

  • What it is: Citrulline is an amino acid, often bonded with malic acid (malate).

  • What it Does: Increases blood flow (vasodilation), which can improve "pumps," enhance nutrient delivery, and may reduce fatigue by aiding ammonia clearance.

  • Verdict: Effective for Pumps and Endurance. The evidence is positive, though not as rock-solid as creatine or caffeine. Most people report a noticeable difference in workout quality and pump.



πŸ€” The "It Depends" Tier

These are common but often misunderstood or unnecessary for most.

  • Branched-Chain Amino Acids (BCAAs):

  • Reality: If you're consuming adequate protein throughout the day (from food or a shake), BCAAs are largely redundant and a waste of money. The essential amino acids (EAAs) in whole protein sources are what actually drive muscle growth. BCAAs are just a subset of EAAs.

  • **When it might be useful:** Fasted training, where you've had no protein for many hours.

  • Pre-Workout Formulas

  • Reality: These are just mixes of the ingredients listed above. Check the label. A good one will have:

  • The Good Stuff: Caffeine, Citrulline Malate, Beta-Alanine, Creatine.

  • The Fluff: Proprietary blends with under-dosed ingredients, lots of "tingle" chemicals, and artificial colors.

  • Better & Cheaper Option: Often, you can buy the core ingredients (caffeine pills, citrulline, beta-alanine) separately and make your own, saving money and knowing exactly what you're getting.



πŸ—‘οΈ The Waste of Money Tier

Save your cash. The science for these is either weak, disproven, or shows no benefit for healthy, training individuals.

  • Testosterone Boosters (like Tribulus Terrestris, DAA, Boron): For individuals with normal hormone levels, these do not meaningfully increase testosterone or translate to muscle growth. The ingredients are often under-dosed.

  • Fat Burners / "Thermogenics": These are primarily stimulant blends. They might slightly increase your metabolic rate and suppress appetite, but the effect is small and temporary. They do not "melt fat" on their own. Diet and cardio are far more effective and cheaper.

  • Glutamine: While important for immune function, supplementing with it does not provide any measurable benefit for muscle growth or recovery if you are eating enough protein.

  • BCAAs (again): Worth repeating because they are so heavily marketed. For most people, they are a waste.


The Ultimate Foundation

No supplement can replace the fundamentals. **Supplements supplement an already solid foundation.**

  • Nutrition: Hit your calorie and macronutrient goals with whole, nutrient-dense foods.

  • Training: Follow a consistent, well-designed program that applies progressive overload.

  • Sleep & Recovery: Get 7-9 hours of quality sleep per night. This is crucial for muscle repair and hormone regulation.

  • Hydration: Drink water consistently throughout the day.


Final, Simple Stack Recommendation


  • For a Beginner: Whey Protein and Creatine Monohydrate. This is 90% of the benefit for a very low cost.

  • For an Intermediate/Advanced Lifter: Add Caffeine (or a transparent pre-workout) and Beta-Alanine or Citrulline Malate based on your training focus.


Start with one supplement at a time to see how your body responds. And remember, if a claim sounds too good to be true, it almost always is.

22:46
MistralMistral AI
Best workout supplements - what works and what's waste of money

Choosing the best workout supplements depends on your specific goals, such as muscle gain, fat loss, or improved performance. Here's a breakdown of some common supplements, categorized by what works and what may be a waste of money:

What Works:


  • Protein Powder (Whey, Casein, Plant-based)

  • Benefits: Aids in muscle recovery and growth.

  • Recommendation: Whey protein is popular for its high bioavailability and quick absorption.

  • Creatine

  • Benefits: Enhances strength, power, and muscle endurance.

  • Recommendation: Creatine monohydrate is the most studied and effective form.

  • Caffeine

  • Benefits: Increases alertness, focus, and physical performance.

  • Recommendation: Found in pre-workout supplements or coffee.

  • Beta-Alanine

  • Benefits: Improves muscular endurance and delays fatigue.

  • Recommendation: Often found in pre-workout supplements.

  • Branched-Chain Amino Acids (BCAAs)

  • Benefits: May reduce muscle soreness and promote recovery.

  • Recommendation: Useful for those who train in a fasted state or have a low-protein diet.

  • Fish Oil

  • Benefits: Supports heart health, reduces inflammation, and may improve cognitive function.

  • Recommendation: Look for high-quality fish oil with a good ratio of EPA and DHA.


What May Be a Waste of Money:


  • Testosterone Boosters

  • Issues: Often contain ingredients with limited scientific backing.

  • Recommendation: Focus on natural ways to boost testosterone, such as proper diet, sleep, and exercise.

  • Fat Burners

  • Issues: Many contain stimulants that can cause side effects and may not be effective for long-term weight loss.

  • Recommendation: Prioritize a balanced diet and regular exercise.

  • Nitric Oxide Boosters

  • Issues: Often marketed for "pump" but may not significantly improve performance.

  • Recommendation: Focus on proper nutrition and hydration for better performance.

  • Glutamine

  • Issues: Limited evidence supports its effectiveness for muscle recovery and growth.

  • Recommendation: Ensure adequate protein intake instead.

  • Weight Gainers

  • Issues: Often high in sugar and low in quality nutrients.

  • Recommendation: Opt for whole foods and high-quality protein sources.


Additional Tips:


  • Consult a Professional: Always consult a healthcare provider or a registered dietitian before starting any new supplement regimen.

  • Quality Matters: Choose reputable brands and look for third-party certifications (e.g., NSF, Informed-Sport) to ensure quality and safety.

  • Individual Needs: What works for one person may not work for another. Experiment with different supplements to see what works best for you.


By focusing on proven supplements and maintaining a balanced diet and exercise routine, you can optimize your workout performance and recovery.

22:46

Analysis

This comparison demonstrates the different approaches each AI model takes when responding to the same prompt. Here are the key differences observed:

Response Characteristics

Claude: Provides a detailed response with 8 sentences.

DeepSeek: Provides a direct response with 105 sentences.

Mistral: Provides a direct response with 41 sentences.

Key Takeaways

  • Each model brings unique strengths to this type of query
  • Response styles vary significantly between models
  • Consider your specific use case when choosing between these models

Try This Comparison Yourself

Want to test these models with your own prompts? Visit SNEOS.com to compare AI responses side-by-side in real-time.


This comparison was generated using the SNEOS AI Comparison ToolPublished: September 30, 2025 | Models: Claude, DeepSeek, Mistral