How We Score Deals

How We Score Deals

Every deal on Fluxora is scored from 0 to 100 using seven factors. The score helps you quickly identify the best opportunities — and helps us prioritize which deals to surface first.

Transparency first: Every deal runs through a specific algorithm to show you transparently what the best deal is. Each deal page shows the full breakdown so you can see exactly why it scored the way it did.
Effective Cost: A 20,000-point deal with $400 in taxes isn’t really a 20,000-point deal. We convert taxes into their points-equivalent using each loyalty program’s own valuation and add them to the raw points — giving you a single “effective cost” that reflects the true cost of every deal. All price comparisons in the scoring algorithm use this effective cost, not the raw points alone.

How the Score Works

Each deal earns points across seven categories. The raw total is capped at 100. Categories are weighted so that absolute cost (how good the deal actually is) dominates the score, while secondary factors like cabin class, route desirability, and tax efficiency add nuance.

Effective Cost = Raw Points + (Tax in USD ÷ Program Valuation) ────────────────────────────────────────────────── Score = min(100, Absolute Cost + Seat Availability + Cabin Tier + Freshness + Destination Tier + Tax Efficiency + Airline Product)

On each deal page, the Quality Score Breakdown section shows a progress bar for every category — so you can instantly see what’s driving (or dragging) a deal’s score.

The Eight Scoring Categories

1. Absolute Cost Max 50 pts

The single most important factor — half the total score. It answers one question: is the effective cost actually good for the cabin class?

Effective cost applies here: All cost comparisons use the deal’s effective cost (raw points + tax-as-points), not the raw point price alone. This means a deal with low points but high taxes is judged on its true total cost.

We compare the effective cost against a cabin-class threshold — what a “normal” award booking typically costs:

CabinOne-Way ThresholdRound-Trip Threshold
Economy80,000 pts160,000 pts
Premium Economy125,000 pts250,000 pts
Business320,000 pts640,000 pts
First500,000 pts1,000,000 pts

Thresholds are adjusted by region — for example, West Coast↔Asia routes use a 1.2× multiplier because transpacific flights are inherently pricier.

Cost vs ThresholdPoints
<15% of threshold50 — Extraordinary value
<25%42 — Exceptional value
<35%35 — Excellent value
<45%28 — Great value
<55%20 — Good value
<65%12 — Decent value
<80%5 — Fair value
≥80%0 — Not impressive
Example

A Business one-way at 45,000 effective points is 14% of the 320,000-point threshold — that’s under 15%, earning the full 50 points. A 160,000 effective-point Business one-way is 50% of threshold and earns 20 points.

2. Seat Availability Max 10 pts

How many award seats are available on this route. More seats means higher confidence you can actually book the deal.

AvailabilityPointsMeaning
Plenty (7+ seats)10Wide open — high confidence, easy to book
Normal (3–6 seats)6Standard availability
Limited (1–2 seats)2Few seats — may vanish before you book

Note: Plenty of seats scores highest because a deal you can actually book is more valuable than one that might disappear. Limited availability is still noted but scores lower since there’s a real risk the deal won’t be available when you try to book.

3. Cabin Tier Max 10 pts

Premium cabin deals are harder to find and worth more per point spent. This bonus rewards deals in higher cabin classes.

CabinPoints
First Class10
Business Class8
Premium Economy4
Economy0

Economy gets zero cabin bonus because it’s the baseline — Economy deals compete purely on price value. A Business class deal with the same price drop will naturally score higher, reflecting that premium cabin award availability is rarer.

4. Freshness Max 1 pt

Deals discovered today get a 1-point bonus. This ensures recently detected deals get a slight edge in ranking over stale listings.

FreshnessPoints
Detected today1
Older0

This is intentionally a minimal bonus — a great deal from yesterday shouldn’t be buried, but a tie-breaker should favor the fresher discovery.

5. Destination Tier Max 8 pts

Major international routes get a bonus because they represent higher-value redemptions and tend to generate the most interest.

Route TypePointsExamples
Premium (transatlantic/transpacific)8SEA→LHR, LAX→NRT, SFO→ICN
Mid-tier (transcontinental)5SEA→NYC, LAX→BOS, SFO→MIA
Standard0Domestic short-haul or regional

6. Tax Efficiency Max 18 pts

Taxes are already baked into the effective cost used by other categories, but this bonus rewards deals where the cash portion is small relative to the total cost. A deal where 95% of the value comes from points and only 5% is cash is a more efficient use of your miles than one where half the cost is out-of-pocket.

We calculate the tax fraction: taxes in USD divided by the total effective cost in USD (points × program valuation + taxes). Taxes are automatically converted from the program’s native currency (EUR, GBP, JPY, etc.) to USD.

Some programs don’t report taxes via the API: Programs like Qatar Privilege Club, Singapore KrisFlyer, SAS EuroBonus, Ethiopian ShebaMiles, and LATAM Smiles return $0 in the tax field — not because the booking is tax-free, but because tax data isn’t exposed through the search API. For these deals we substitute a conservative estimated tax derived from real route data: the 75th-percentile tax broken down by origin airport and cabin class (see the table below). For example, a Business class award departing London Heathrow carries a much higher estimate than one departing Dubai, because Heathrow carrier surcharges are consistently high. The estimate is used consistently across all scoring — both the Effective Cost and Tax Efficiency categories use the same figure, so the deal is judged on its true all-in cost even when the program doesn’t report taxes.
Tax FractionPointsMeaning
0–5%18Almost all points — ideal redemption
15%14Minimal cash outlay
30%9Moderate taxes
50%4Half the cost is cash
100%0Cash dominates — questionable redemption

Scores between anchor points are linearly interpolated — a 10% tax fraction scores 16 (halfway between 18 and 14), not a hard jump. This avoids cliff edges where a 0.1% difference causes a large score change.

Example

Alaska Airlines deal: 28,000 pts + $56 tax. At 1.8¢/pt, the points are worth $504. Tax fraction = $56 / ($504 + $56) = 10% → interpolated between 18 (at 5%) and 14 (at 15%) → 16 pts. British Airways deal: 28,000 pts + $900 surcharge. At 1.3¢/pt, points = $364. Tax fraction = $900 / ($364 + $900) = 71% → interpolated between 4 (at 50%) and 0 (at 100%) → 2 pts.

Estimated Taxes by Departure Airport

When a loyalty program doesn’t report taxes via its API (e.g. Qatar, Singapore, SAS), we substitute a conservative estimate derived from real booking data. The table below shows the 75th-percentile one-way tax in USD by origin airport and cabin class. Round trips use 2× the one-way figure. These estimates are used both in Effective Cost (which feeds the Absolute Cost score) and in the Tax Efficiency score for deals without confirmed tax data.

AirportCity Economy Prem. Eco. Business First
AMSAmsterdam$289$351$485
ATHAthens$105$54$54$98
ATLAtlanta$163$231$347
BCNBarcelona$124$43$43
BOSBoston$91$161$347$1,432
CDGParis (CDG)$279$367$594
CPHCopenhagen$121$121$92
DELDelhi$91$41$93$93
DFWDallas (DFW)$138$57$102
DUBDublin$62$48$60
EDIEdinburgh$214$381$380
EWRNew York (EWR)$57$57$345$1,432
FCORome (FCO)$88$64$64
FRAFrankfurt$366$489$803
HELHelsinki$76$130$168
HKGHong Kong$101$74$76
HNDTokyo (Haneda)$70$48$48$43
IAHHouston (IAH)$163$230$347$1,534
ICNSeoul (ICN)$58$38$38
JFKNew York (JFK)$86$109$345$1,427
KEFReykjavik$195$302$155
KIXOsaka (KIX)$98$233$47
LASLas Vegas$163$296$578
LAXLos Angeles$148$230$696$413
LHRLondon (LHR)$461$685$914$413
LISLisbon$91$64$64
MADMadrid$120$48$48
MANManchester$303$566$858
MIAMiami$163$231$347$413
MNLManila$60$35$35
MSPMinneapolis$102$57$102
MUCMunich$347$470$785
NCENice$338$96$182
NRTTokyo (Narita)$95$44$44
OPOPorto$79$53
ORDChicago (ORD)$103$57$345$1,428
PDXPortland$352$231$347$1,534
PEKBeijing (PEK)$31$31$31
PVGShanghai (PVG)$44$31$31
SANSan Diego$305$709$1,291
SEASeattle$57$50$50
SFOSan Francisco$160$50$347$1,427
SGNHo Chi Minh City$260$260
SINSingapore$120$69$69
TPETaipei$60$46$46
VIEVienna$287$453$822
WAWWarsaw$93$117$93
XMNXiamen$204
ZRHZurich$299$426$774
OtherGlobal fallback$227$349$485$932

All values are one-way, USD, p75 estimates derived from Seats.aero booking data. The highlighted row shows the global fallback used when the departure airport is not in the table.

7. Airline Product Max 7 pts

Not all award seats are created equal. Flying Singapore Airlines Suites is a fundamentally different experience from a European short-haul business seat, even at the same points price. This category rewards deals on airlines known for outstanding hard product — the seat itself, cabin layout, meal service, and overall onboard experience.

Each loyalty program is assigned a product tier (1–4) based on the quality of the airline or partner airline you’ll actually fly:

TierPointsAirlines
4 — World-Class7Singapore Airlines, Qatar Airways
3 — Excellent5ANA (via VS/Alaska), American, Aeroplan, JetBlue, Flying Blue
2 — Good3Delta, United, Finnair, Virgin Australia, SAS EuroBonus
1 — Below Average1Lufthansa (high surcharges, dated cabins)

Cabin adjustment: Business & First class get full tier points. Premium Economy gets 40% (rounded). Economy gets 0 — hard product differences matter far less in the back of the plane.

Example

Singapore Airlines Business (Tier 4): 7 pts. United Polaris Business (Tier 2): 3 pts. Singapore Premium Economy (Tier 4): 7 × 40% = 3 pts. Any airline in Economy: 0 pts.

Effective Cost & Program Valuations

All cost comparisons in the scoring algorithm use effective cost, not raw points. Effective cost converts taxes into their points-equivalent using each loyalty program’s valuation, then adds them to the raw point price:

Effective Cost = Raw Points + (Tax in USD ÷ Program Valuation) Example: 18,000 pts + $400 tax via Virgin Atlantic (1.5¢/pt) = 18,000 + ($400 ÷ $0.015) = 18,000 + 26,667 = 44,667 effective points

This means a deal with low points but high taxes is judged on its true all-in cost. Taxes in foreign currencies (EUR, GBP, JPY, KRW, etc.) are automatically converted to USD before the calculation.

Program Valuations Used For Scoring (click to expand)

Baseline values in cents per point, aggregated from The Points Guy, NerdWallet, Upgraded Points, One Mile at a Time, and Frequent Miler. Programs not listed default to 1.3¢/pt.

ProgramValuation
Alaska Mileage Plan1.80¢/pt
American AAdvantage1.65¢/pt
Singapore KrisFlyer1.55¢/pt
Virgin Atlantic Flying Club1.50¢/pt
Aeroplan1.50¢/pt
United MileagePlus1.35¢/pt
Qatar Avios (Privilege Club)1.30¢/pt
Finnair Plus / Avios1.30¢/pt
JetBlue TrueBlue1.30¢/pt
Delta SkyMiles1.20¢/pt
Flying Blue1.20¢/pt
SAS EuroBonus1.20¢/pt
Virgin Australia Velocity1.15¢/pt
Lufthansa Miles & More0.70¢/pt
All other programs1.30¢/pt (default)
Why this matters: $400 in taxes on a Lufthansa Miles & More redemption (0.7¢/pt) converts to 57,143 points-equivalent — but the same $400 on Alaska Mileage Plan (1.8¢/pt) converts to only 22,222 points-equivalent. The program you book through directly affects how heavily taxes impact the score.

Reading the Score

Here’s a rough guide to what different score ranges mean:

ScoreMeaning
80–100Exceptional deal. Far below threshold, premium route, and often a premium cabin. These are rare — book fast.
60–79Great deal. Solid value across multiple categories. Well worth considering if the route fits your plans.
40–59Good deal. Decent value, often stronger in one area (e.g., great price but Economy cabin, or premium cabin but modest drop).
20–39Fair deal. Worth noting if you’re flexible, but not a standout.
0–19Marginal. Price isn’t compelling relative to typical availability.

Progress Bar Colors

On each deal page, the breakdown uses color-coded progress bars:

Green
≥60%

Strong performance in this category.

Amber
30–59%

Moderate — contributing some value.

Red
1–29%

Weak in this category.

Gray
0%

No points earned (e.g., Economy cabin tier or outside tracked corridors).

Common Questions

Why not just score by price drop?

A route dropping from 1,000,000 to 200,000 points is an 80% drop — sounds amazing, right? But 200,000 points for an Economy ticket is still a terrible deal. A big percentage drop on a still-overpriced route isn’t a good deal. That’s why our scoring focuses on absolute cost — how the effective cost compares to what a normal award booking costs for that cabin class. The result: the true all-in cost is what really drives the score, not how far the points price fell.

What are the program valuations used for effective cost?

Each loyalty program’s points have a different baseline value. We use per-program valuations to convert taxes into points-equivalent — see the expandable Program Valuations Used For Scoring table above for the full list. Programs not in the table default to 1.3¢/pt.

Why does an Economy deal score lower than Business at the same price?

The Cabin Tier bonus gives Business +8 and First +10. Economy has no cabin bonus, so it competes purely on cost metrics. A 50% price drop in Economy can still score in the 60–80 range — but an equivalent Business deal will score higher because premium cabin availability is rarer.

Why does a new route score lower than a price drop?

Price drops have confirmed history — we know the price was higher before, so the deal is verifiably better. A new route sighting might be a great deal, but we can’t confirm it until we have comparison data. As we track it over time and see price changes, the score will adjust.

Can a deal score above 100?

No. The raw total across all categories can theoretically reach 104 points, but the final score is capped at 100. This means an exceptional deal that maxes out multiple categories won’t inflate beyond 100.

Does the score affect which deals appear on the site?

Yes. Deals are ranked by quality score, and higher-scoring deals are surfaced more prominently. However, all detected deals are published — the score affects ordering and prioritization, not inclusion.

Is the score the same for everyone?

The default score is calculated identically for every visitor using the same algorithm. The breakdown on each deal page shows the exact point values so you can make your own judgment.

Which programs don’t report taxes, and how does that affect the score?

A small number of programs — currently Qatar Privilege Club, Singapore KrisFlyer, SAS EuroBonus, Ethiopian ShebaMiles, and LATAM Smiles — return $0 in the tax field via the search API. This is a data limitation: it doesn’t mean the booking is actually tax-free, just that the tax amount isn’t available. For these programs, we substitute a conservative estimated tax based on real Seats.aero data: thousands of actual route records are analyzed to find the 75th-percentile tax for each origin airport and cabin class (the high end, not the average, so the estimate errs on the cautious side). That estimate feeds into both the Effective Cost calculation and the Tax Efficiency score. Because the actual cash outlay is uncertain, Tax Efficiency is capped at 4 / 18 for unknown-tax deals — these deals can still rank highly on absolute cost, cabin tier, and other factors.

🏆 Community Sweet Spots

Some deals carry a gold 🏆 Sweet Spot badge. These are not a scoring category — they don’t add or remove points. Instead, the badge flags deals that match well-known community sweet spots: specific program + cabin + price combinations that the award travel community considers exceptional value.

A sweet spot is typically a saver-level award price on a high-quality product that’s broadly recognized as a standout redemption. Examples include:

Sweet SpotWhat It IsMax Cost (OW)
VS → ANA JVirgin Atlantic miles for ANA Business to Japan50,000 pts
Alaska Partner JAlaska miles for partner Business (Cathay, JAL, etc.)60,000 pts
AA OneWorld JAAdvantage miles for OneWorld Business saver60,000 pts
Flying Blue JFlying Blue Promo or saver Business to/from Europe55,000 pts
Aeroplan JAeroplan partner awards in Business75,000 pts
KrisFlyer JSingapore Airlines Business saver92,000 pts
Avios QSuitesQatar QSuites Business via Avios75,000 pts
UA PolarisUnited Polaris Business saver80,000 pts

Round-trip deals are compared against 2× the one-way threshold. The badge appears on both the deal page (gold banner) and the main index (gold tag). Use the 🏆 Sweet Spots Only filter on the main page to show only these deals.

Why a tag instead of a score factor?

Sweet spot definitions are community-driven and subjective — they reflect consensus about which redemptions offer outsized value, not a measurable metric. Adding them to the score would bias toward specific programs. The tag lets you quickly find these deals without distorting the objective quality ranking.