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🧚 Hall of Shame

Every entry here ships with the exact label math and a link to the source label — this is an opinion based on public label math, not a claim about anyone's intent. Think we got one wrong? Tell us.

Shame awards

🧚 Fairy Dust of the Month

Lowest-dosed pre-workout of the month: Cellucor C4 Original Pre-Workout (Dose score 30/100)

Lowest dose score among graded pre-workouts on the site that month. Products tied at the bottom share it.

Period: October 2026

3 tied

Dose Score: 30.0

Dose score 30.0/100. Transparency 100.0/100. 5,400.45 mg disclosed; 0 mg undisclosed.Label captured Oct 8, 2026. label source label image

🧚 Fairy Dust of the Month

Lowest-dosed pre-workout of the month: GAT Sport Nitraflex (Dose score 30/100)

Lowest dose score among graded pre-workouts on the site that month. Products tied at the bottom share it.

Period: October 2026

3 tied
Nitraflex product image
🧚 Fairy Dust
325 mg caffeine
$29.99as of Oct 2, 2026, 02:03 UTC
$1.23 / eff. servingas of Oct 2, 2026, 02:03 UTC
Real servings24.4 / 30

Dose Score: 30.0

Dose score 30.0/100. Transparency 42.5/100. 2,582 mg disclosed; 3,496 mg undisclosed.Label captured Oct 7, 2026. label source label image

🧚 Fairy Dust of the Month

Lowest-dosed pre-workout of the month: Ronnie Coleman Signature Series Yeah Buddy (Dose score 30/100)

Lowest dose score among graded pre-workouts on the site that month. Products tied at the bottom share it.

Period: October 2026

3 tied

Dose Score: 30.0

Dose score 30.0/100. Transparency 100.0/100. 5,466.8 mg disclosed; 0 mg undisclosed.Label captured Oct 7, 2026. label source label image

🙈 Proprie-SHAME-tary Blend

Least transparent pre-workout label: GAT Sport Nitraflex (Transparency 42.5/100)

Lowest transparency score among labels that hide some milligrams in a proprietary blend.

Nitraflex product image
🧚 Fairy Dust
325 mg caffeine
$29.99as of Oct 2, 2026, 02:03 UTC
$1.23 / eff. servingas of Oct 2, 2026, 02:03 UTC
Real servings24.4 / 30

Transparency: 42.5

Dose score 30.0/100. Transparency 42.5/100. 2,582 mg disclosed; 3,496 mg undisclosed.Label captured Oct 7, 2026. label source label image

📉 Serving Size Scam

Biggest serving-size gap on a pre-workout label: BodyTech Elite Altered Strength Stim-Free Preworkout (30 servings on the label, math says 3)

Biggest gap between the servings the label claims and the servings that reach clinical doses.

Says / math says: 30 servings on the label, math says 3

Says 30, math says 3 Dose score 46.2/100. Transparency 98.9/100. 8,991.95 mg disclosed; 100 mg undisclosed.Label captured Oct 7, 2026. label source label image

💎 Overpriced Pixie Dust

Priciest underdosed pre-workout: Cellucor C4 Ultimate Pre-Workout ($2.66 per properly dosed serving)

Highest price per properly dosed serving among in-stock formulas scoring under 50 for dose.

C4 Ultimate Icy Blue Razz tub
🧚 Fairy Dust
Questionable stimulant · max B
300 mg caffeine

One or more flavors contain artificial dyes

$39.99as of Oct 10, 2026, 16:40 UTC
$2.66 / eff. servingas of Oct 10, 2026, 16:40 UTC
Real servings15 / 20

Cost / eff. serving: $2.66as of

Dose score 40.0/100. Transparency 100.0/100. 13,139.15 mg disclosed; 0 mg undisclosed.Label captured Oct 8, 2026. label source label image

Every F-tier product

🧚 Fairy Dust
Ronnie Coleman Signature Series — Yeah Buddy

Dose 30.0/100 · Transparency 100.0/100 · Capped formula score 30.0/100

Amounts per 1 servingLabel amounts are printed base-serving amounts. Actual = label × yield.
CategoryIngredientLabelYieldActualReference% of doseSource
EnduranceEnduranceAdhatoda vasica extract
Adhatoda Vasica (whole plant) extract 50mg50 mg
×1
50 mg
—
not scored
EnduranceEnduranceBeta-Alanine
Beta-Alanine 2,000mg2,000 mg
×1
2,000 mg
3,200 mg
63%builds up with daily use; not in the tier
EnergyEnergyCaffeine (counts toward the tier)inside “Sustained Release Caffeine Blend”
Sustained Release Caffeine Blend 420mg (Caffeine Anhydrous, Encapfeine™ (extended release caffeine anhydrous))420 mg
×1
420 mg
200 mg
100% ✓
FocusFocusCholine Bitartrate
Choline Bitartrate 550mg550 mg
×1
550 mg
1,000 mg
55%
PumpPumpL-Citrulline (counts toward the tier)
L-Citrulline Malate 4,000mg4,000 mg
×0.667(citrulline malate)
2,666.8 mg
4,000 mg
67%under 80%: no credit
EnergyEnergyMethylliberine (Dynamine)
Methylliberine (as Dynamine™ 40%) 100mg100 mg
×0.4(methylliberine (dynamine 40%))
40 mg
50 mg
not scored
EnergyEnergyp-Synephrine
Advantra Z® Citrus Aurantium Fruit Extract (30% Synephrine) 200mg200 mg
×0.3(citrus aurantium fruit extract (30% synephrine))
60 mg
20 mg
not scored
EnergyEnergyTheacrine (TeaCrine)
Theacrine (as TeaCrine®) 100mg100 mg
×1
100 mg
100 mg
not scored

Energy Pump Endurance Focus

= part of the ideal pre and counts toward the tier. Everything else is shown for the record.

Label captured Oct 7, 2026 · Label source

🧚 Fairy Dust
Cellucor — C4 Ultimate Pre-Workout

Dose 40.0/100 · Transparency 100.0/100 · Capped formula score 40.0/100

Amounts per 1 servingLabel amounts are printed base-serving amounts. Actual = label × yield.
CategoryIngredientLabelYieldActualReference% of doseSource
PumpPumpL-Arginineinside “Endurance & Performance Complex”
L-Arginine 3g3,000 mg
×1
3,000 mg
6,000 mg
50%
EnduranceEnduranceBeta-Alanineinside “Endurance & Performance Complex”
CarnoSyn® Beta-Alanine 3.2g3,200 mg
×1
3,200 mg
3,200 mg
100%builds up with daily use; not in the tier
StrengthStrengthBetaine Anhydrous (counts toward the tier)inside “Endurance & Performance Complex”
BetaPower® Betaine Anhydrous 1.25g1,250 mg
×1
1,250 mg
2,500 mg
50%under 80%: no credit
EnergyEnergyCaffeine (counts toward the tier)inside “Ultimate Energy, Focus & Stimulant Matrix”
Caffeine Anhydrous 300mg300 mg
×1
300 mg
200 mg
100% ✓
StrengthStrengthCreatine Monohydrate
Creatine Nitrate (as NO3-T®) 1.5g1,500 mg
×0.675(creatine nitrate)
1,013.1 mg
3,000 mg
34%builds up with daily use; not in the tier
FocusFocusHuperzine Ainside “Ultimate Energy, Focus & Stimulant Matrix”
Toothed Clubmoss (Huperzia serrata) aerial parts extract (std. 1% Huperzine A) 5mg5 mg
×0.01(huperzia serrata extract (1% huperzine a))
50 mcg
50 mcg
100% ✓
PumpPumpL-Citrulline (counts toward the tier)inside “Endurance & Performance Complex”
L-Citrulline 3g3,000 mg
×1
3,000 mg
4,000 mg
75%under 80%: no credit
FocusFocusL-Tyrosine (counts toward the tier)inside “Ultimate Energy, Focus & Stimulant Matrix”
L-Tyrosine 1g1,000 mg
×1
1,000 mg
1,000 mg
100% ✓
PumpPumpLentil Peptides (PeptiPump)inside “Endurance & Performance Complex”
PeptiPump® Bioactive Lentil Peptides 200mg200 mg
×1
200 mg
—
not scored
EnergyEnergyMethylliberine (Dynamine)inside “Ultimate Energy, Focus & Stimulant Matrix”
Dynamine™ (as Methylliberine) 50mg50 mg
×1
50 mg
50 mg
not scored
HydrationHydrationPotassium
Potassium (as Dipotassium Phosphate) 190mg190 mg
×1
190 mg
—
not scored
EnergyEnergyRauwolfia vomitoria root bark extractinside “Ultimate Energy, Focus & Stimulant Matrix”
Rauwolfia vomitoria root bark extract 1mg1 mg
×1
1 mg
—
not scored
HydrationHydrationSodium (Electrolytes)
Sodium (from Sea Salt) 225mg225 mg
×1
225 mg
300 mg
scored under Salty; excluded from Dose
EnergyEnergyTheacrine (TeaCrine)inside “Ultimate Energy, Focus & Stimulant Matrix”
TeaCrine® (as Theacrine) 10mg10 mg
×1
10 mg
100 mg
not scored

Energy Pump Endurance Strength Focus Hydration

= part of the ideal pre and counts toward the tier. Everything else is shown for the record.

Label captured Oct 8, 2026 · Label source

🧚 Fairy Dust
GAT Sport — Nitraflex

Dose 30.0/100 · Transparency 42.5/100 · Capped formula score 12.7/100

Amounts per 1 servingLabel amounts are printed base-serving amounts. Actual = label × yield.
CategoryIngredientLabelYieldActualReference% of doseSource
EnduranceEnduranceBeta-Alanineinside “Acute Energy, Focus, Intensity, Neuromodulating, Endurance Complex”
Beta-Alanine 1,500 mg1,500 mg
×1
1,500 mg
3,200 mg
47%builds up with daily use; not in the tier
EnergyEnergyCaffeine (counts toward the tier)inside “Acute Energy, Focus, Intensity, Neuromodulating, Endurance Complex”
Caffeine Anhydrous 325 mg325 mg
×1
325 mg
200 mg
100% ✓
PumpPumpL-Citrulline (counts toward the tier)inside “Vasoactive Arginase-Regulating NO Precursor Complex”its share of the blend isn’t disclosed
L-Citrullineshare of blend total not printed
×1
—
4,000 mg
0%under 80%: no credit
FocusFocusL-Theanine (counts toward the tier)inside “Acute Energy, Focus, Intensity, Neuromodulating, Endurance Complex”its share of the blend isn’t disclosed
L-Theanineshare of blend total not printed
×1
—
100 mg
0%under 80%: no credit
FocusFocusL-Tyrosine (counts toward the tier)inside “Acute Energy, Focus, Intensity, Neuromodulating, Endurance Complex”its share of the blend isn’t disclosed
L-Tyrosineshare of blend total not printed
×1
—
1,000 mg
0%under 80%: no credit
PumpPumpNitrosigine (Inositol-Stabilized Arginine Silicate)inside “Vasoactive Arginase-Regulating NO Precursor Complex”
Nitrosigine® 1,000 mg1,000 mg
×1
1,000 mg
1,500 mg
67%
HydrationHydrationSodium (Electrolytes)
Sodium (as Sodium Bicarbonate) 82 mg82 mg
×1
82 mg
300 mg
scored under Salty; excluded from Dose
OtherOtherResveratrolinside “Vasoactive Arginase-Regulating NO Precursor Complex”its share of the blend isn’t disclosed
Resveratrolshare of blend total not printed
—
—
—
not scored
—
OtherOtherPterostilbeneinside “Vasoactive Arginase-Regulating NO Precursor Complex”its share of the blend isn’t disclosed
Pterostilbeneshare of blend total not printed
—
—
—
not scored
—
OtherOtherDMAE Bitartrateinside “Acute Energy, Focus, Intensity, Neuromodulating, Endurance Complex”its share of the blend isn’t disclosed
DMAE Bitartrateshare of blend total not printed
—
—
—
not scored
—
OtherOtherRauwolfia vomitoria Root Extractinside “Acute Energy, Focus, Intensity, Neuromodulating, Endurance Complex”its share of the blend isn’t disclosed
Rauwolfia vomitoria Root Extractshare of blend total not printed
—
—
—
not scored
—
OtherOtherBoron Citratenot in our ingredient database
Boron Citrate 200 mg200 mg
—
200 mg
—
not scored
—

Energy Pump Endurance Focus Hydration Other

= part of the ideal pre and counts toward the tier. Everything else is shown for the record.

Label captured Oct 7, 2026 · Label source

🧚 Fairy Dust
GNC Pro Performance — Pre-Workout

Dose 44.0/100 · Transparency 100.0/100 · Capped formula score 44.0/100

Amounts per 1 servingLabel amounts are printed base-serving amounts. Actual = label × yield.
CategoryIngredientLabelYieldActualReference% of doseSource
EnduranceEnduranceBeta-Alanine
Beta-Alanine 1.6g1,600 mg
×1
1,600 mg
3,200 mg
50%builds up with daily use; not in the tier
StrengthStrengthBetaine Anhydrous (counts toward the tier)
Betaine Anhydrous 2.5g2,500 mg
×1
2,500 mg
2,500 mg
100% ✓
EnergyEnergyCaffeine (counts toward the tier)
Caffeine 160mg160 mg
×1
160 mg
200 mg
80%
PumpPumpL-Citrulline (counts toward the tier)
L-Citrulline 3g3,000 mg
×1
3,000 mg
4,000 mg
75%under 80%: no credit
FocusFocusL-Theanine (counts toward the tier)
L-Theanine 200mg200 mg
×1
200 mg
100 mg
100% ✓
HydrationHydrationSodium (Electrolytes)
Sodium 200mg200 mg
×1
200 mg
300 mg
scored under Salty; excluded from Dose

Energy Pump Endurance Strength Focus Hydration

= part of the ideal pre and counts toward the tier. Everything else is shown for the record.

Label captured Oct 2, 2026 · Label source

🧚 Fairy Dust
Cellucor — C4 Original Pre-Workout

Dose 30.0/100 · Transparency 100.0/100 · Capped formula score 30.0/100

Amounts per 1 servingLabel amounts are printed base-serving amounts. Actual = label × yield.
CategoryIngredientLabelYieldActualReference% of doseSource
PumpPumpL-Arginineinside “Muscular Endurance & Performance Booster”
L-Arginine 1.2g1,200 mg
×1
1,200 mg
6,000 mg
20%
EnduranceEnduranceBeta-Alanineinside “Muscular Endurance & Performance Booster”
CarnoSyn® Beta-Alanine 2g2,000 mg
×1
2,000 mg
3,200 mg
63%builds up with daily use; not in the tier
EnergyEnergyCaffeine (counts toward the tier)inside “Explosive Energy & Focus Complex”
Caffeine Anhydrous 200mg200 mg
×1
200 mg
200 mg
100% ✓
FocusFocusCholine Bitartrate
Choline (as Choline Bitartrate) 225mg225 mg
×1
225 mg
1,000 mg
23%
StrengthStrengthCreatine Monohydrate
Creatine Nitrate (as NO3-T®) 1g1,000 mg
×0.675(creatine nitrate)
675.4 mg
3,000 mg
23%builds up with daily use; not in the tier
FocusFocusHuperzine Ainside “Explosive Energy & Focus Complex”
Toothed Clubmoss (Huperzia serrata) aerial parts extract (std. 1% Huperzine A) 5mg5 mg
×0.01(huperzia serrata extract (1% huperzine a))
50 mcg
50 mcg
100% ✓
PumpPumpL-Citrulline (counts toward the tier)inside “Muscular Endurance & Performance Booster”
L-Citrulline 1.2g1,200 mg
×1
1,200 mg
4,000 mg
30%under 80%: no credit
PumpPumpLentil Peptides (PeptiPump)inside “Muscular Endurance & Performance Booster”
PeptiPump® Bioactive Lentil peptides 100mg100 mg
×1
100 mg
—
not scored

Energy Pump Endurance Strength Focus

= part of the ideal pre and counts toward the tier. Everything else is shown for the record.

Label captured Oct 8, 2026 · Label source