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Use case · Pricing & Cost Benchmarks · Lifecycle Pricing Across LOE Phases v.04.2026 · refreshed weekly
Use cases Pricing & Cost Benchmarks Lifecycle Pricing Across LOE Phases
Pricing & Cost Benchmarks Buyer view Molecule · apixaban Data · patent expiry catalogData · molecule API price aggregates Live

Lifecycle Pricing Across LOE Phases

Surface the current US price and API cost for molecules approaching loss of exclusivity. The empirical entry-economics view for generic-launch timing.

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Example output · apixaban API · global 2024 · 30 suppliers · 94 trimmed shipments · LOE window 2026-2028
$2,000.00 USD/kg (API) · median · the bid line
n=84 shipments · trade warehouse, last 24 months Indicative

Apixaban API clears at $2,000/kg median across 30 suppliers and 94 trimmed shipments. The 5mg / 30-tab FDF pack clears at $4.27 median. Compute entry economics: 5mg x 30 = 150mg API per pack, or $0.30 embedded API cost at median. That leaves $3.97 of conversion margin per pack to absorb manufacturing, regulatory, and channel margin. The post-LOE math works comfortably; apixaban is in the generic-ready band with multi-supplier API competition and a wide entry margin. By contrast, lenalidomide on its 2028 LOE window sits at $19,485/kg API against $19.87 FDF: the entry math does not work without scale.

p25 · aggressive entry
$965.00
deals get done
median · the bid line
$2,000.00
where the market clears
p75 · premium
$3,125.00
likely loses
Distribution · 9 price buckets
$500
$800
$1,000
$1,500
$2,000
$2,500
$3,000
$3,500
$5,000+
API median
$2,000
API suppliers
30
5mg pack FDF
$4.27
Conversion margin
$3.97 / pack
30 seconds

How it works

molecule losartan origin IN destination BR
01

Pick a molecule with patent expiry.

The AI agent pulls the patent expiry calendar and joins to the current API median and the FDF pack medians for the lifecycle view.

0 HHI 0.42 1
computed · pre-joined · anonymised
02

The AI agent computes the entry math.

Embedded API cost per pack, FDF median, current US price, and the projected post-LOE pricing equilibrium based on typical erosion bands.

brief · cited
Lane concentration · structurally concentrated
HHI0.42
Top-3 share71%
Actionqualify second source
03

Save the entry brief.

Citation-anchored brief: the current pricing window, the API cost floor, the conversion margin, and the recommended filing-window posture.

Why an R&D / portfolio team runs it

Entry economics, before the ANDA spend.

Empirical API floor.

The current API price tells the user what the entry cost will look like. Wide API supplier counts (apixaban's 30) signal that the cost will keep falling as generics scale; tight counts (lenalidomide's 12, with several intra-group) signal cost will hold.

FDF target band.

Current FDF pricing under exclusivity is the ceiling. Post-LOE erosion typically lands at 30-60% of the exclusivity price. The brief surfaces the projected band so the user can model NPV against.

Filing-window posture.

Recommended posture based on entry economics. ANDA-now if conversion margin holds at projected post-LOE price. Defer if API cost is too high. Para-IV-protect if first-filer exclusivity is available.

Refreshes weekly.

Patent expiry catalog refreshes monthly, API and FDF aggregates weekly. The entry brief reruns on every refresh; the brief carries the exact computation timestamp.

What a real chat looks like

Type a molecule. The AI agent returns the LOE economics.

A real chat thread in PharmaDB. Type a question, the AI agent runs the tools, the answer lands as a saveable note.

Lifecycle · apixaban LOE economics
chat · saved 2 min ago
You
For apixaban, surface the current US lane median and the global API median cost so I can model the post-LOE generic-entry economics.
F
Running tool pharmagraph_query
molecule_api_prices ⋈ molecule_fdf_prices ⋈ v_loss_of_exclusivity · apixaban · 2024
F
Apixaban API clears at $2,000/kg median with 30 active suppliers; the 5mg / 30-tab FDF pack clears at $4.27 median. Embedded API cost per pack is $0.30 (150mg active), leaving $3.97 of conversion margin per pack. The post-LOE math works comfortably: even at 50% price erosion to a $2.15 FDF pack, the conversion margin is still $1.85 per pack. With 30 active API suppliers, the API floor is structurally negotiable. Filing-window posture: ANDA-now for generics teams positioned for the 2026-2028 LOE band.
API median
$2,000/kg
API suppliers
30
5mg / 30-tab FDF
$4.27
Conversion margin
$3.97 / pack
Cited molecule_api_prices 30 suppliers molecule_fdf_prices 9 strength/pack combos v_loss_of_exclusivity patent calendar
Ask a follow-up... ⌘ ↵
Time-to-answer

Manual workflow vs. PharmaDB.

Manual workflow
Excel · email · syndicated reports
  1. 01 Pull patent expiry calendar per molecule 1 day
  2. 02 Pull API global price floor 2-3 hr
  3. 03 Pull FDF current pricing under exclusivity 2-3 hr
  4. 04 Model post-LOE erosion band 1 day
  5. 05 Compute entry margin at projected price 3-4 hr
Total cycle time 2-3 days per molecule
PharmaDB
The AI agent · one query · cited
One query.
Pre-joined warehouse. Patent calendar, API floor, FDF pricing, and conversion margin are computed at the molecule key. The AI agent returns the entry economics with the recommended filing-window posture.
Total cycle time Under a minute
Run it across your portfolio

Where the LOE entry economics sit.

Twelve molecules · 2024 API median · FDF pack median · LOE-window candidates and adjacent.

Sitagliptin API + 100mg tab
$4.73
↓ 8%
Imatinib API + 100mg tab
$5.72
↓ 3%
Sitagliptin API + 50mg tab
$3.02
↓ 7%
Apixaban API + 5mg tab
$4.27
↑ 7%
Apixaban API + 2.5mg tab
$3.75
↑ 5%
Tofacitinib API + 5mg tab
$9.37
↑ 1%
Dolutegravir API + 50mg tab
$0.91
↓ 4%
Lenalidomide API + 25mg cap
$33.67
↓ 5%
Lenalidomide API + 10mg cap
$15.22
↓ 5%
Palbociclib API + 125mg cap
$21.54
↑ 0%
Olaparib API + 150mg tab
$43.96
↑ 1%
Abiraterone API + 250mg tab
$58.11
↑ 0%
IQR (p25–p75) Median USD ↓ YoY price drop · margin pressure · ↑ YoY price rise · tighter market

Lifecycle pricing is the entry-economics lens for the LOE window. PharmaDB joins the patent calendar to API and FDF aggregates, computes the conversion margin, and returns the entry posture. Refresh cadence is weekly on the pricing data and monthly on the patent calendar.

FAQ

Frequently asked

What counts as an LOE window?+

The 36-month band from patent expiry. Molecules in the LOE window are candidates for generic filing; molecules within 12 months are candidates for first-filer Para IV strategy. Molecules past LOE are mature generics where pricing is determined by competition.

How is the entry margin computed?+

FDF median pack price minus embedded API cost. The embedded API cost is API USD/kg times the active-ingredient mass per pack. The residual is the entry margin available to cover manufacturing, regulatory, and channel margin.

Why does apixaban have better entry economics than lenalidomide?+

Apixaban API has 30 active suppliers driving the API floor down to $2,000/kg; the 5mg pack embeds only $0.30 of API. Lenalidomide API has 12 active suppliers and a tight floor at $19,485/kg, embedding $4.87 in the 25mg pack. The entry margin is razor-thin even at the current exclusivity-era FDF price.

What is the projected post-LOE erosion band?+

Typical generic erosion runs 30-60% of the exclusivity price within 2 years of first-generic launch, deepening to 70-90% over 4-5 years. The brief uses a 50% mid-point for the projected post-LOE price; the user can override with a custom assumption.

Does this support Para IV first-filer strategy?+

Indirectly. The entry economics tell the user whether the molecule is worth filing for at all. The Para IV strategy itself requires a separate analysis of patent claim challenges and first-filer landscape; the brief flags Para-IV-eligible windows.

How fresh is the data?+

Patent calendar refreshes monthly; API and FDF aggregates refresh weekly. The entry brief reruns on every refresh; the catalog row carries the exact timestamp.

Run your question.

Bring the molecule, the lane, or the supplier you're sourcing this week. The AI agent runs it on PharmaDB in 30 minutes. You keep the brief.

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