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Cherrybook.
Flight Coffee

Thunderbolt — Bold Blend

Dark

Cherrybook Index

41sparse

Evidence-of-quality score, not a cup score. Sparse signal: 1 of 7 signals on file. Methodology

Price position

US$1.16/ozNZD 18.00 for 250g

Typical band for this profile $0.84 to $1.60 (process unlisted blend lots (variety unlisted, retail bags); across markets; dark roast in stock). Where it sits

Catalog summary

This lot, not yet indexed (1 of 7 signals on file) and priced inside the typical band for its listed profile.

Based on the listing and catalog evidence

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Price and availability set by the roaster.

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Cherrybook last checked this listing today.

Roaster’s notes

peanut slab · fig jam · brown sugar

  • Fruit
  • Cocoa and nut
  • Sugar and spice
Open the flavor wheel

Mapped from the roaster’s tasting notes to the SCA flavor wheel; Cherrybook’s interpretation of the stated notes, not the roaster’s own categorization.

Thunderbolt — Bold Blend by Flight Coffee
Origin
—
Producer
—
Farm / Co-op
—
Process
—
Altitude
—
Varietals
—
Harvest
—
Weight
250g
Bag price
NZD 18.00
Price / oz
US$1.16/oz
Brew
—

from the roaster’s storeread by Cherrybook from the listing“estimated” below = inferred, not stated

Price contextmodeled

A modeled range and current prices for comparable listings.

$1.16/oz

typically $0.84 to $1.60

Where it sits

283 process unlisted blend lots (variety unlisted, retail bags); across markets; dark roast in stock

typical band this lot

Limited listing details: 7th percentile of 283 process unlisted blend lots (variety unlisted, retail bags); across markets; dark roast in stock right now.

Some variety, process or origin details are missing. This comparison does not qualify the coffee for a value recommendation.

What moves this price

cheaper×1.00pricier
  • Origin not listed×0.93
  • Blend×0.96
  • Variety not listed×0.96
  • Dark roast×0.97
How this estimate works

A statistical model, refit weekly across the in-stock catalog, estimates what a coffee with these listed attributes typically sells for per ounce. Each multiplier compares one trait against the average lot in this market; the roaster line covers brand and sourcing together, which this model cannot separate. Bag size is shown separately, priced at the rate observed across sizes of the same coffee, because it says nothing about the coffee itself. The distribution counts every in-stock listing in the comparison group, with at least 15 listings from three roasters and no roaster supplying more than 60% of it. Decaf, blends, variety segments, processing families and bag formats stay separate. Origin, roast and selling currency can broaden as the group label indicates. Prices are converted to USD per ounce; shipping and differences in tax treatment are not adjusted. The model reads listed attributes only: the quality of the specific lot in the bag is not observable, so a price above the typical band is not evidence of overpricing.

Some listing details are missing or have limited model coverage, so the typical band shown is wider than usual.

Not listed by the roaster: origin, process, variety, altitude

Cherrybook Index (CBI)

Evidence-of-quality score, not a cup score. Methodology

41

Sparse signal

Confidence1 of 7 signals on file

Score is heavily shrunk toward 50; treat as a placeholder until more sources arrive.

How confidence affects the score

Coverage measures signal availability, not cup quality. This coffee has 5% of the signal universe on file. Missing sources are dropped, remaining weights are renormalized, and the result is shrunk toward a neutral 50 baseline by 88% so one thin signal cannot carry the score on its own.

The math on file: renormalized base 20.0 shrunk to 46.3 + bonuses = 41.

Missing: SCA grade, Coffee Review, Reddit sentiment, YouTube reviews, On-shop ratings, Cherrybook ratings

  • Roaster transparency
    Producer / farm / lot disclosure depth
    20/ 100% weight

Bonuses applied

  • Stale-stock demotion
    This lot has been listed in stock for an extended time; specialty coffee freshness degrades over weeks
    +-5

Sensory profileestimated

Acidity
2
Body
4
Sweetness
4
Balance
3
Clean
3

Comps & alternatives

Tasting flight

Compare this with three more lots selected from the catalog.

Brew a set side-by-side. The picks vary along axes that pair with this lot; origin, process, roast, or producer; so you learn the difference, not just drink four good cups.

Build the flight

About Flight Coffee

On YouTube

Meet the roaster on camera

1 video

About the roasterBrand film

Big Ideas For A Small Country - Flight Coffee

This video covers Flight Coffee; it is general roaster coverage.

Cherrybook summary of the video

This video profiles the origins and growth of Flight Coffee, a Wellington-based roaster. It highlights their journey from roasting in a garage to building an international business, emphasizing their focus on direct relationships with coffee farmers and their innovative use of social media and crowdfunding to scale.

Inside this video

From Spark:

“We started in debt, you know. Generationally, we had a different way of approaching situations.”
“We wanted to kind of throw ourselves in the deep end and just think if we're going to hit this in a big way, we better jump into the deep fish.”

Videos by their credited creators. Playing a video connects to YouTube. Privacy

Flight Coffee

US$1.16/oz· NZD 18.00 a bag

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