Healthy Food Guideby KarbCoach

Healthy Food Guide by KarbCoach

Bob's Red Mill Gluten Free Vanilla Yellow Cake Mix: Longevity analysis

Updated 2026-10-19 · Bob's Red Mill

Quick answer

Special Occasion Choice

Bob's Red Mill gluten free vanilla yellow cake mix received a Longevity Score of 38 out of 100 (special occasion choice). Refined starch and sugar-heavy baking mix with little fiber or protein; whole grain sorghum is a minor component. Strengths include whole grain sorghum flour included, simple ingredient list with no artificial colors, and gluten-free formulation, while main considerations include sugar is the first ingredient, high per serving, very low fiber and protein, and refined potato and tapioca starches dominate.

Longevity Score 38/100

What helped the score?

  • Whole grain sorghum flour included
  • Simple ingredient list with no artificial colors
  • Gluten-free formulation

What held the score back?

  • Sugar is the first ingredient, high per serving
  • Very low fiber and protein
  • Refined potato and tapioca starches dominate

You are viewing the nutrition and longevity perspective. Switch to Food Integrity for ingredients and processing.

Source data, GTIN, and Healthy Food Guide analysis details

Product facts

Product
Bob's Red Mill Gluten Free Vanilla Yellow Cake Mix
Category
Snacks (source: Cake, Cookie & Cupcake Mixes)
GTIN / UPC
00039978114662
Serving size
50 g (1/4 cup mix (50g))
Source data — ingredients
Ingredient list from product label data (see Sources)
Healthy Food Guide analysis
Independent Longevity and Food Integrity scorecards. See methodology under Sources.
Data last verified

Bob's Red Mill

Gluten Free Vanilla Yellow Cake Mix

Special Occasion Choice

KarbCoach Recommendation

Special Occasion Choice

Refined starch and sugar-heavy baking mix with little fiber or protein; whole grain sorghum is a minor component.

What Stands Out

Very High Sugar

24g added sugar

48% DV

Low Fiber

0g fiber

0% DV

Refined Grains

Refined potato starch

Added Sweetener

Sugar (first ingredient)

DV = Percent of Daily Value based on a 2,000 calorie diet

Key Positives

  • Whole grain sorghum flour included
  • Simple ingredient list with no artificial colors
  • Gluten-free formulation

Key Concerns

  • Sugar is the first ingredient, high per serving
  • Very low fiber and protein
  • Refined potato and tapioca starches dominate

Ingredient Signals

Whole-food ingredients

Whole grain sorghum flour

Processing signals

Refined potato starchTapioca flourLeavening system (monocalcium phosphate, baking soda)

Additives

Xanthan gumNatural vanilla flavor powder

Added sweeteners

Sugar (first ingredient)

Ingredients

Ingredient list

SUGAR, POTATO STARCH, TAPIOCA FLOUR, WHOLE GRAIN SORGHUM FLOUR, BAKING POWDER (MONOCALCIUM PHOSPHATE, BAKING SODA, CORNSTARCH), SALT, XANTHAN GUM, NATURAL VANILLA FLAVOR POWDER (SUGAR, CORNSTARCH, VANILLA OLEORESIN)

Formulations can vary — check the package label for the final word.

Macronutrients

Calories

180

9% DV

Total Carbs

45g

16% DV

Protein

0g

0% DV

Saturated Fat

0g

0% DV

Fiber

0g

0% DV

Net Carbs

45g

16% DV

Sugar

24g

Added Sugar

24g

48% DV

Total Fat

0g

0% DV

Sodium

220mg

10% DV

Cholesterol

0mg

0% DV

Unsaturated Fat

0g

DV = Percent of Daily Value based on a 2,000 calorie diet

Nutrition at a Glance

Nutrition at a Glance
NutrientAmount% Daily Value
Calories1809% DV
Total Carbs45g16% DV
Protein0g0% DV
Saturated Fat0g0% DV
Fiber0g0% DV
Net Carbs45g16% DV
Sugar24g—
Added Sugar24g48% DV
Total Fat0g0% DV
Sodium220mg10% DV
Cholesterol0mg0% DV
Unsaturated Fat0g—

DV = Percent of Daily Value based on a 2,000 calorie diet

Amounts are per labeled serving from source data. Check the package for the final values.

Longevity scores estimate how this product’s nutrition and ingredient profile fit longer-term eating patterns. Formulations can vary — check the package label. Not medical advice. Some nutrient values may be estimated when the label is incomplete.

How this product may fit different goals

The same food can look different depending on what matters most to you. Here is a general preview of how this product may align with several common goals.

  • Low-Spike Stability

    Watch-outs

    Metabolic Health

    For someone prioritizing Low-Spike Stability, the analysis identifies considerations that may matter more than the general product score alone.

    A consideration: Higher net carbs (45g)

    This product has 3 additional signals for this goal.

    See more for this goal

  • Heart-Healthy Eating

    Supportive

    Metabolic Health

    For someone prioritizing Heart-Healthy Eating, the available data suggest this product may align in helpful ways.

    A supportive signal: Low saturated fat (0g)

    See more for this goal

  • GLP-1 Eating Support

    Watch-outs

    Metabolic Health

    For someone prioritizing GLP-1 Eating Support, the analysis identifies considerations that may matter more than the general product score alone.

    A consideration: Lower protein (0g)

    This product has 1 additional signal for this goal.

    See more for this goal

  • Low Sugar Lifestyle

    Watch-outs

    Metabolic Health

    For someone prioritizing Low Sugar Lifestyle, the analysis identifies considerations that may matter more than the general product score alone.

    A consideration: Higher sugar (24g)

    This product has 2 additional signals for this goal.

    See more for this goal

  • Appetite & Portion Awareness

    Watch-outs

    Metabolic Health

    For someone prioritizing Appetite & Portion Awareness, the analysis identifies considerations that may matter more than the general product score alone.

    A consideration: Higher sugar (24g)

    See more for this goal

  • Athletic Fueling

    Watch-outs

    Athletic Performance

    For someone prioritizing Athletic Fueling, the analysis identifies considerations that may matter more than the general product score alone.

    A consideration: Carbohydrate is almost entirely sugar (24g of 45g carbs)

    See more for this goal

See how this product fits your goals

Choose what matters most to you and explore a more detailed interpretation of this product's nutrition, ingredients, and tradeoffs.

Personalize this analysis

Understanding the Longevity analysis

What the Longevity analysis evaluates

The Longevity analysis looks at how a food fits broader dietary patterns over time. It combines nutritional composition with processing and ingredient-quality considerations, including ideas that originated in Meal Power Points and Food Integrity. The Longevity Score summarizes that wider picture on a 0–100 scale. It is educational context for packaged foods, not medical advice and not a guarantee of health outcomes.

Nutrients, balance, processing, and ingredients

Nutritional composition matters: protein, fiber, carbohydrates, glucose-related characteristics, fats, sodium, and micronutrients all influence how a food may support or challenge different dietary goals. Processing level and ingredient quality still count, because formulation can change the practical meaning of an otherwise tidy nutrient panel. Longevity treats those dimensions together rather than as a single nutrient number.

Who may prioritize Longevity

People following low-carbohydrate, keto-style, high-protein, glucose-conscious, or longevity-focused eating patterns often start with the Longevity analysis. It is also useful when you want one place that connects macros and micros with how processed the food is and how the ingredient list reads. The Longevity Score is designed for that broader comparison across products.

How Longevity differs from Food Integrity

Food Integrity is the focused analysis of processing, ingredients, additives, purity, and transparency. Longevity is the broader analysis of nutritional composition, metabolic and dietary characteristics, processing, and ingredient quality. A strong nutritional profile may still deserve closer Food Integrity review when additives, oils, sweeteners, or processing level raise questions the nutrient panel does not answer on its own.

Why the analyses overlap—and why to review both

The overlap is intentional. Food Integrity–related characteristics contribute to Longevity, while Food Integrity remains separately useful for deeper formulation detail. The two views are meant to complement each other, not cancel each other out. Some people reasonably prioritize one analysis based on their goals; reviewing both can reveal tradeoffs that one score alone may not show.

Common questions about this product

Is Bob's Red Mill Gluten Free Vanilla Yellow Cake Mix highly processed?

Food Integrity lists processing level as Lightly processed. That reflects formulation and processing signals from the ingredient analysis — not a medical or regulatory classification.

Why are the Longevity and Food Integrity scores different?

Longevity emphasizes nutrition per serving and longer-term dietary alignment. Food Integrity emphasizes ingredients, additives, processing, and label transparency. The same product can score differently on those lenses.

How much fiber is in one serving?

Bob's Red Mill Gluten Free Vanilla Yellow Cake Mix shows about 0g of fiber per labeled serving in the Longevity nutrition facts.

Does it contain added sugar?

Bob's Red Mill Gluten Free Vanilla Yellow Cake Mix: 24g added sugar per serving; sweetener signals include Sugar (first ingredient). Confirm the current package Nutrition Facts and ingredient list.

What helped the Longevity Score?

Key positives called out in the analysis include: Whole grain sorghum flour included; Simple ingredient list with no artificial colors; Gluten-free formulation.

What prevented a perfect Longevity Score?

Key concerns noted include: Sugar is the first ingredient, high per serving; Very low fiber and protein; Refined potato and tapioca starches dominate.

Who might evaluate this product differently?

People prioritizing different goals (for example lower carbs, higher protein, or minimally processed eating) may weigh the same snacks differently. Use the goal preview on this page, then personalize in KarbCoach for your priorities.

Other published analyses in Snacks, selected from the same Healthy Food Guide catalog.

Source data and Healthy Food Guide analysis

  1. Public label databases (including USDA FoodData Central and Open Food Facts) — Possible sources for package ingredients and nutrition.
  2. Healthy Food Guide analysis (Longevity and Food Integrity) — Independent Longevity and Food Integrity scorecards.
  3. How the Longevity Score is calculated
  4. How the Food Integrity Score is calculated
  5. Scoring models: KarbCoach Longevity and Food Integrity.
  6. Independent analysis. No manufacturer affiliation.
  7. Formulations can vary by region, size, and packaging. Check the package label for ingredients, allergens, and nutrition. Not medical advice — do not use this site or the KarbCoach mobile app for allergy or health decisions. Full sources and safety details.
Label accuracy and safety information

Formulations can vary by region, size, and packaging. Check the package label for ingredients, allergens, and nutrition. Not medical advice — do not use this site or the KarbCoach mobile app for allergy or health decisions.

Sources, citations & safety

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