Big Train Inc. Fit Frappe, Coffee Protein Drink Mix, Vanilla Latte · Nutrisiq

Nutrition snapshot

Big Train Inc. Fit Frappe, Coffee Protein Drink Mix, Vanilla Latte

Name: Big Train Inc. Fit Frappe, Coffee Protein Drink Mix, Vanilla Latte
Brand: Big Train Inc.
SKU: 0642628018700

The nutrient profile is mixed or moderate based on the available evidence.

Nutrition score

/100

Nutrition interpretation

Moderate signal

The nutrient profile is mixed or moderate based on the available evidence.

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Signal classes

Supporting factors

Fiber (11.1 g/100 g) supports the nutrition score.

Need attention

High sodium content (463 mg/100 g) weakens the nutrition score.

Need attention

Declared NOVA group 4 anchors the processing indicator.
Isolated or heavily fractionated ingredients (4 markers) support a more processed classification.
Non-sugar sweeteners (1 markers) support a more processed classification.
Formulation markers such as sukraloos, letsitiin, ksantaankummi support a more processed classification.
A long ingredient list (69 ingredients) supports a more processed classification.

Supporting factors

Mandatory field coverage is strong (75%).

What would improve the assessment

Part of this signal relies on inferred values, so direct declared data would improve reliability.

Structured source data

Facts used for scoring

Design

CategoryBeverages

Label information quality64/100

Data confidence

Ownership

Processing

Very highly processed

Formulation complexity

Performance

Energy / 100g

259 kcal

Protein / 100g

37.04 g

Sugar / 100g

0 g

Nutrition score55/100 · Grade D

Ingredient-level explanation

Calcium caseinate ( a milk derivative), erthritol, coffee, maltodextrin, polydextrose, inulin, sunflower oil, sodium caseinate ( a milk derivative), vitamin and mineral blend [dicalcium phosphate, magnesium oxide, ascorbic acid (vitamin c), vitamin e acetate, niacinamide, reduced iron, zinc oxide, copper gluconate, d-calcium pantothenate, pyridoxine hydrochloride (vitamin b6), riboflavin, thiamin mononitrate, vitamin a acetate, folic acid, d-biotin, potassium iodide, vitamin d3, cyanocobalamin (vitamin b12), natural flavors, soy lecithin, salt, cocoa powder (processed with alkali), mono - and diglycerides, silicon dioxide (anti-caking agent), dipotassium phosphate, tocopherols (to protect flavor), sucralose, xanthan gum.

Food score panel

Five-layer evaluation

Each dimension stays separate so the product can score well in one area and weakly in another without hiding trade-offs.

Nutrition score

/100

Nutrition profile

Nutrition score 55/100

Mixed

label quality is the strongest signal right now, while processing needs the most caution.

Strongest area

Label quality

Weakest area

Processing

Data confidence

medium

Data confidence

Data confidence 60/100

Medium reliability

Data coverage is partial and the interpretation carries moderate confidence.

Confidence layer

Category breakdown

How the separate signals line up

The result is uneven: strengths and weaknesses are balanced.

Nutrition profile

Mixed

55/100

Nutrition score based on nutrient profile only.

Processing

Very highly processed

Processing indicator kept separate from the nutrition score.

Environmental signal

Mixed

57/100

Estimated environmental signal with limited precision.

Label quality

Quite good

64/100

Label quality reflects completeness and consistency of the record, not nutrition quality.

How is the score built?

Open the methodology note

Nutrition score measures nutrient profile only. Processing, environment, label quality, and data confidence stay separate so missing data or formulation signals do not silently change nutrition quality.

The data is partial. The interpretation is usable but some conclusions may be refined.

Score drivers

What shaped the separate signals

Supports the assessment

Fiber (11.1 g/100 g) supports the nutrition score.
Impact: medium
Mandatory field coverage is strong (75%).
Impact: medium

Pulls the score down

Declared NOVA group 4 anchors the processing indicator.
Impact: high
High sodium content (463 mg/100 g) weakens the nutrition score.
Impact: medium
Isolated or heavily fractionated ingredients (4 markers) support a more processed classification.
Impact: medium

Uncertain area

Record completeness is 44%.
Impact: medium
Image evidence covers about 0% of the key fields.
Impact: low

Some source data is incomplete for this product: quantity and front image. Scores stay visible, but weaker evidence is reflected in the confidence dimension.

Similar options worth comparing

Domaine Du Grand Hopital Petillant de pommes

Beverages. Evidence quality: high

67/100

nutrition score

Strong evidence coverageBeverages

Score summary

Nutrition score

Quite good

nutrition profile is the strongest signal right now, while environmental signal needs the most caution.

Strongest: Nutrition profileWeakest: Environmental signal

Data confidence

79/100

high reliability

Nutrition profile

Quite good

67/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Processing unknown

Insufficient evidence

—

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

57/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Quite good

67/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

high confidence from label, nutrition, and source coverage

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DBK DBK Energy Drink 250 ml

Beverages. Ingredients: Eau gazéifiée, sucre, acide citrique, arome, E331, colorant E150d, conservateur E202, caféine (0.018%), conservateur E211. Evidence quality: medium

51/100

nutrition score

Beverages

Score summary

Nutrition score

Mixed

label quality is the strongest signal right now, while processing needs the most caution.

Strongest: Label qualityWeakest: Processing

Data confidence

73/100

medium reliability

Nutrition profile

Mixed

51/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Very highly processed

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

57/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Quite good

72/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

Spit Ball Spit ball

Beverages. Ingredients: $ enceintes et aux personnes sensibles à/ad* eau gazéifiée, sucre, acidifiants: E33Œqgy taurine (0,1%), caféine (0,021 colorant* lateur: E202, vitamines: niacine, acide pantotftet$a{ folique, biotine, B 12 A consorrFc< Plastique et bouchon à - 19781 es pour 100ml: énergie dont acidoq. Evidence quality: high

58/100

nutrition score

Lower processing burdenStrong evidence coverage

Score summary

Nutrition score

Mixed

label quality is the strongest signal right now, while environmental signal needs the most caution.

Strongest: Label qualityWeakest: Environmental signal

Data confidence

77/100

high reliability

Nutrition profile

Mixed

58/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Moderately processed

Moderately processed · Limited estimate

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

57/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Quite good

74/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

Open Food Facts Domaine De La Côte De l'Ange Chateauneuf-du-Pape

Beverages. Evidence quality: medium. Nutrition score is currently hidden

—

nutrition score

Beverages

Score summary

—

Nutrition score

No reliable assessment

label quality is the strongest signal right now, while environmental signal needs the most caution.

Strongest: Label qualityWeakest: Environmental signal

Data confidence

66/100

medium reliability

Nutrition profile

No reliable assessment

—

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Processing unknown

Insufficient evidence

—

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

57/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Quite good

67/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

Signal classes

Supporting factors

Fiber (11.1 g/100 g) supports the nutrition score.

Need attention

High sodium content (463 mg/100 g) weakens the nutrition score.

Need attention

Declared NOVA group 4 anchors the processing indicator.
Isolated or heavily fractionated ingredients (4 markers) support a more processed classification.
Non-sugar sweeteners (1 markers) support a more processed classification.
Formulation markers such as sukraloos, letsitiin, ksantaankummi support a more processed classification.
A long ingredient list (69 ingredients) supports a more processed classification.

Supporting factors

Mandatory field coverage is strong (75%).

What would improve the assessment

Part of this signal relies on inferred values, so direct declared data would improve reliability.

Structured source data

Facts used for scoring

Design

CategoryBeverages

Label information quality64/100

Data confidence

Ownership

Processing

Very highly processed

Formulation complexity

Performance

Energy / 100g

259 kcal

Protein / 100g

37.04 g

Sugar / 100g

0 g

Nutrition score55/100 · Grade D

Ingredient-level explanation

Food score panel

Five-layer evaluation

Each dimension stays separate so the product can score well in one area and weakly in another without hiding trade-offs.

Nutrition score

/100

Nutrition profile

Nutrition score 55/100

Mixed

label quality is the strongest signal right now, while processing needs the most caution.

Strongest area

Label quality

Weakest area

Processing

Data confidence

medium

Data confidence

Data confidence 60/100

Medium reliability

Data coverage is partial and the interpretation carries moderate confidence.

Confidence layer

Category breakdown

How the separate signals line up

The result is uneven: strengths and weaknesses are balanced.

Nutrition profile

Mixed

55/100

Nutrition score based on nutrient profile only.

Processing

Very highly processed

Processing indicator kept separate from the nutrition score.

Environmental signal

Mixed

57/100

Estimated environmental signal with limited precision.

Label quality

Quite good

64/100

Label quality reflects completeness and consistency of the record, not nutrition quality.

How is the score built?

Open the methodology note

The data is partial. The interpretation is usable but some conclusions may be refined.

Score drivers

What shaped the separate signals

Supports the assessment

Fiber (11.1 g/100 g) supports the nutrition score.
Impact: medium
Mandatory field coverage is strong (75%).
Impact: medium

Pulls the score down

Declared NOVA group 4 anchors the processing indicator.
Impact: high
High sodium content (463 mg/100 g) weakens the nutrition score.
Impact: medium
Isolated or heavily fractionated ingredients (4 markers) support a more processed classification.
Impact: medium

Uncertain area

Record completeness is 44%.
Impact: medium
Image evidence covers about 0% of the key fields.
Impact: low

Some source data is incomplete for this product: quantity and front image. Scores stay visible, but weaker evidence is reflected in the confidence dimension.

Similar options worth comparing

Domaine Du Grand Hopital Petillant de pommes

Beverages. Evidence quality: high

67/100

nutrition score

Strong evidence coverageBeverages

Score summary

Nutrition score

Quite good

nutrition profile is the strongest signal right now, while environmental signal needs the most caution.

Strongest: Nutrition profileWeakest: Environmental signal

Data confidence

79/100

high reliability

Nutrition profile

Quite good

67/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Processing unknown

Insufficient evidence

—

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

57/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Quite good

67/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

high confidence from label, nutrition, and source coverage

View product

DBK DBK Energy Drink 250 ml

Beverages. Ingredients: Eau gazéifiée, sucre, acide citrique, arome, E331, colorant E150d, conservateur E202, caféine (0.018%), conservateur E211. Evidence quality: medium

51/100

nutrition score

Beverages

Score summary

Nutrition score

Mixed

label quality is the strongest signal right now, while processing needs the most caution.

Strongest: Label qualityWeakest: Processing

Data confidence

73/100

medium reliability

Nutrition profile

Mixed

51/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Very highly processed

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

57/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Quite good

72/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

Spit Ball Spit ball

58/100

nutrition score

Lower processing burdenStrong evidence coverage

Score summary

Nutrition score

Mixed

label quality is the strongest signal right now, while environmental signal needs the most caution.

Strongest: Label qualityWeakest: Environmental signal

Data confidence

77/100

high reliability

Nutrition profile

Mixed

58/100

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Moderately processed

Moderately processed · Limited estimate

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

57/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Quite good

74/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

Open Food Facts Domaine De La Côte De l'Ange Chateauneuf-du-Pape

Beverages. Evidence quality: medium. Nutrition score is currently hidden

—

nutrition score

Beverages

Score summary

—

Nutrition score

No reliable assessment

label quality is the strongest signal right now, while environmental signal needs the most caution.

Strongest: Label qualityWeakest: Environmental signal

Data confidence

66/100

medium reliability

Nutrition profile

No reliable assessment

—

Nutrition profile

Affected by energy, sugars, saturated fat, sodium, fiber, limited protein support, and cautious fruit/vegetable/legume/nut credit.

Processing

Processing unknown

Insufficient evidence

—

Processing

Affected by ingredient complexity and degree of processing.

Environmental signal

Mixed

57/100

Environmental signal

Affected by packaging, origin, and estimate coverage.

Label quality

Quite good

67/100

Label quality

Affected by field completeness and record consistency, not by nutrition quality.

Töödeldud lihatooted ja nitritid
Tugevam hoiatus
Töödeldud lihatooted ja nitriti/nitraadi markerid viitavad kõrgema ettevaatuse vajadusele.
Kohe
Võib suurendada soola- ja säilitusainete koormust ühes toidukorras.
Pikemas vaates
Sage tarbimine seostub kõrgema riskiga ebasoodsatele pikaajalistele tervisenäitajatele.
Ettevaatus: kõrgeTõenduse tase: tugevSihtrühm: lapsed ja täiskasvanudAllikas: kombineeritud tuvastus
Loogika: Kategooria viitab töödeldud lihale või koostises/additiivides leidub E249, E250, E251, E252.
Signaalid: Koostises tuvastati markerid: nitraat.
See signaal ei asenda personaalset nõustamist. Tõlgendus sõltub tarbimissagedusest ja portsjoni suurusest.
Ultra-töödeldud toit (NOVA 4)
Ettevaatlikkus
NOVA 4 viitab ulatuslikule tööstuslikule töötlemisele ja suuremale formulatsiooni keerukusele.
Kohe
Võib soodustada ülesöömist, sest maitse- ja tekstuuriprofiil on sageli väga stimuleeriv.
Pikemas vaates
Sage tarbimine seostub kõrgema riskiga ebasoodsatele tervisetulemitele, kuid mõju sõltub toitumismustrist.
Ettevaatus: mõõdukasTõenduse tase: mõõdukasSihtrühm: lapsed ja täiskasvanudAllikas: töötlusklass
Loogika: novaGroup === 4.
Signaalid: NOVA grupp on 4 (ultra-töödeldud klass).
NOVA klass on tarbimismustri signaal ega tähenda üksiku toote põhjal automaatset diagnoosi.
Mittesuhkrulised magusained
Kontekstisignaal
Mittesuhkrulised magusained võivad vähendada suhkrukoormust, kuid ei tähenda automaatselt tervislikku valikut.
Kohe
Mõnel kasutajal võib esineda magusaisu püsimist või kerget seedetrakti ebamugavust.
Pikemas vaates
Pikaajalised mõjud sõltuvad kasutusmustrist; seoseid käsitletakse pigem konteksti- kui absoluutse riskina.
Ettevaatus: kontekstTõenduse tase: piiratud/kontekstipõhineSihtrühm: lapsed ja täiskasvanudAllikas: koostise muster
Loogika: Koostises tuvastatakse magusained nagu aspartaam, sukraloos, atsesulfaam K, sahhariin või stevioolglükosiidid.
Signaalid: Leitud mittesuhkrulised magusained: sukraloos. · Leitud magusainete lisandikoodid: E955.
Kategooria on kontekstisignaal: tõlgendus sõltub toote üldisest koostisest ja kogu toitumismustrist.

Big Train Inc. Fit Frappe, Coffee Protein Drink Mix, Vanilla Latte

Nutrient profile

Supporting factors

Need attention

Processing level

Need attention

Label quality

Supporting factors

Environmental signal

What would improve the assessment

Facts used for scoring

Design

Ownership

Performance

Five-layer evaluation

Nutrition score 55/100

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

Domaine Du Grand Hopital Petillant de pommes

DBK DBK Energy Drink 250 ml

Spit Ball Spit ball

Open Food Facts Domaine De La Côte De l'Ange Chateauneuf-du-Pape

Big Train Inc. Fit Frappe, Coffee Protein Drink Mix, Vanilla Latte

Nutrient profile

Supporting factors

Need attention

Processing level

Need attention

Label quality

Supporting factors

Environmental signal

What would improve the assessment

Facts used for scoring

Design

Ownership

Performance

Five-layer evaluation

Nutrition score 55/100

How the separate signals line up

What shaped the separate signals

Similar options worth comparing

Domaine Du Grand Hopital Petillant de pommes

DBK DBK Energy Drink 250 ml

Spit Ball Spit ball

Open Food Facts Domaine De La Côte De l'Ange Chateauneuf-du-Pape

What lowers the rating

Töödeldud lihatooted ja nitritid

Ultra-töödeldud toit (NOVA 4)

Mittesuhkrulised magusained

Lapse vaate riskisignaalid

Ultra-töödeldud profiil (NOVA 4) lapse menüüs