Vanilla muffins, vanilla
by Bimbo
Open Food Facts label for barcode 0074323091397 · Bimbo · Snacks. Screening numbers and flags live in the verdict band below. This hero only situates the source record.
The verdict
Vanilla muffins, vanilla by Bimbo scores 100/100 in PlainFoodSafe's ingredient screening. We compared its 32 labeled ingredients with FDA SAFFA regulatory records and CSPI Chemical Cuisine ratings; 0 ingredients are flagged for caution. The source parser split this into a very long 32-component record, beginning with Wheat Flour, Eggs, Water. That density can include amounts and label fragments, so verify the physical label before relying on ingredient order or completeness. This is not a recall, allergy, medical, or dietary-safety determination.
- 100/100
- Safe safety score
- 0
- None flagged · of 32 analyzed
- Group 4
- Ultra-processed
- E
- Nutri-Score nutrition grade
Computed directly from OpenFoodFacts ingredient data cross-referenced with FDA SAFFA and CSPI Chemical Cuisine ratings. See our methodology for the scoring formula.
Composite profile score
One verdict from three independent sources
58/100
Grade C
Ingredient Safety
100/100
FDA/CSPI flagged-ingredient screening
Processing Level
NOVA 4
Ultra-processed foods
Nutrition Grade
E
Nutri-Score front-of-pack nutrition grade
Weighted 50% ingredient safety / 25% processing level / 25% nutrition grade. A dimension with no data for this product (common: source coverage is partial) is dropped and its weight redistributes across the remaining dimensions, so missing data never silently lowers the score. See the full benchmark table.
23091397 · Open Food Facts · July 2026
Vanilla muffins, vanilla label screening desk
16 of 32 parsed ingredients carry FDA SAFFA or CSPI coverage (lead: Polyglycerol Esters Of Fatty Acids). Source sheet 23091397 · Open Food Facts · July 2026. The screening score and flag counts are in the verdict band above. This desk is the provenance stamp, not a second scorecard. Methodology · Read with nearest score peer: Caribenas coconut cookies · Nearest score peer is Caribenas coconut cookies at the same screening score.
Screening model notes
How Nutri-Score, NOVA, and list length read this record
Within the four-tier shelf-label framework this site publishes, the composite for this product falls in the highest band. That band is defined by a threshold on the derived score alone: it is where labels land once components carrying caution-or-worse registry ratings contribute little or nothing to the deduction. The band is a summary of what the screened registries return for the components that were parsed, so it inherits their coverage gaps — a component absent from both registries neither raises nor lowers the figure. The threshold and the weighting behind it are set out on the methodology page.
Nutri-Score assigned its lowest band to this label. The algorithm reserves that grade for nutrition panels where the values it penalises sit well above the components it credits. The two systems on this page measure genuinely different things: a product can hold this grade while carrying no additive flagged by the registries screened below, and a product graded well can carry several. Neither reading substitutes for the other, and the per-component table is where the additive picture is set out.
This label parsed into a long component list. Where many entries are screened at once, the composite tends to reflect the overall mix of registry ratings returned rather than the rating of any one entry. Longer declarations also carry more sub-listed and compound entries, where a parenthetical group is resolved into its parts, so the parsed count can exceed what a reader counts on the packaging.
Cross-brand screening score neighbourhood
How It Compares to Its Category
Among the 88,006 products we've scored in the Snacks category, the average safety score is 86.1/100. Vanilla muffins, vanilla scores 13.9 points above that category average (100/100 vs. 86.1/100), so it is a comparatively strong pick for shoppers screening within that category specifically, rather than against the product catalog as a whole.
Ingredient-list length vs other Snacks products
Vanilla muffins, vanilla lists 32 ingredients on its label
32 83rd percentile a longer ingredient list than 83% of the 81,477 products we track
Each bar is a band; taller bars hold more products. The dashed line + filled bar mark this entry. Hover or tap any bar for its full count, share, and where it sits relative to this entry.
Distribution as text
- 0–2
- 275 products (0%)
- 2–4
- 2,901 products (4%)
- 4–6
- 4,248 products (5%)
- 6–8
- 5,408 products (7%)
- 8–10
- 5,486 products (7%)
- 10–12
- 5,840 products (7%)
- 12–14
- 6,252 products (8%)
- 14–16
- 6,724 products (8%)
- 16–18
- 6,221 products (8%)
- 18–20
- 5,168 products (6%)
- 20–22
- 4,508 products (6%)
- 22–24
- 3,809 products (5%)
- 24–26
- 3,567 products (4%)
- 26–28
- 2,829 products (3%)
- 28–30
- 2,282 products (3%)
- 30–32
- 1,905 products (2%)
- 32–34
- 1,715 products (2%)
- 34–36
- 1,572 products (2%)
- 36–38
- 1,417 products (2%)
- 38–40
- 1,284 products (2%)
- 40 and above
- 8,066 products (10%)
Source Open Food Facts, product label ingredient lists · July 2026
Ingredient-list length is a descriptive property of the label, not a safety rating. A longer list is not automatically worse and a shorter one is not automatically better; the count is shown so the label can be placed against a comparable population. The comparison here runs against the 81,477 Snacks products we publish with a parsed label, not against the whole catalogue, because list length varies far more between categories than within one.
Ingredient Safety Analysis
Full Ingredient List
Wheat flour, eggs, water, cottonseed oil, sugar, corn syrup, sorbitol, glycerin, leavening (sodium aluminum sulfate, sodium aluminum phosphate, calcium sulfate, baking soda), mono & diglycerides, polyglycerol esters of fatty acids, modified cornstarch, salt, nonfat milk, preservatives (sorbic acid, sodium propionate, potassium sorbate), xanthan gum, natural and artificial flavor, monocalcium phosphate, enrichment (thiamin mononitrate, riboflavin, niacin, folic acid, reduced iron, zinc oxide).
Other products containing Enrichment
Enrichment is the least common ingredient on this label, appearing in 271 products across the catalog. See its safety profile.
Categories
More from Bimbo
High-score cross-brand comparables for Vanilla muffins, vanilla
Neighbours outside Bimbo with screening scores in the same high band as Vanilla muffins, vanilla (100/100 here). The 5 same-brand links above stay within Bimbo; these peers cross brands.
Same high-band screening score
Nearest cross-brand products by screening score (100/100 here, no caution flags on the parsed list).
Long-label peers (21+ ingredients)
Nearest cross-brand labels by linked ingredient count (32 on 0074323091397).
Read the longer label in layers
Read the longer label in layers
Vanilla muffins, vanilla has a longer ingredient list than 83% of its Snacks category comparison set. Use the ingredient table before relying on its single screening score.
- Open Polyglycerol Esters Of Fatty Acids first, then work through the remaining 32 parsed entries. Inspect ingredients
- Compare this longer label with a cross-brand product of similar list depth. Compare label depth
- Use the methodology to separate a derived screening score from dietary or medical advice. Read the boundary
This page describes published ingredient-list and source coverage. It is not dietary or medical advice.
Barcode 0074323091397: product data from Open Food Facts (July 2026). Screening from FDA SAFFA and CSPI Chemical Cuisine where attached. Figures are computed from those sources, not editor-typed. Methodology. Reference only, not dietary or medical advice.