IVF Calculator methodology and data sources
Transparent documentation of the IVF Calculator: data sources, calculation formula, and references.
Underlying data
The primary source is the 2024 Yearbook of the German IVF Registry (Deutsches IVF-Register, D.I.R.), the largest national registry for fertility treatments in Europe, active since 1982.
For factors that the D.I.R. does not break down individually (BMI, smoking, pregnancy history), we use validated data from 6 international studies and meta-analyses. All sources are listed in the references.
Success rates by age
Age is the single most important factor for IVF success. The curve shows clinical pregnancy rates per embryo transfer (fresh cycle, IVF + ICSI, 2019 to 2023):
Not every pregnancy ends in a birth. The miscarriage rate rises from ~15% (under 30) to over 60% (44 and older). The calculator takes this into account based on age.
Effect of AMH
First published in D.I.R. 2024: AMH-stratified success rates (n=42,572). Our calculator takes the AMH level into account, based on national registry data.
Source: D.I.R. 2024, n=42,572 cycles with AMH recorded
Effect of transfer day
Data from 126,203 single embryo transfers (2019 to 2023). Day 5 (blastocyst transfer) shows the highest success rate:
Clinical pregnancy rate per single embryo transfer. Day 5 = 62% of all transfers.
Frozen cycles (31.5%) have improved significantly and are now almost on par with fresh cycles (30.5%).
Cumulative success rates
The chance of pregnancy rises considerably with each transfer (D.I.R. 2020 to 2023):
Diagnosis and indication
Success rates by cause of infertility (D.I.R. 2024):
Clinical pregnancy rate per embryo transfer. Factors relative to the overall average (30.7%).
Adjustment factors
For variables that the D.I.R. does not break down individually, we use validated multipliers from the international medical literature. 1.00 = no effect (reference group).
Effect of BMI Sermondade 2020, Rittenberg et al.
Smoking Hart et al. PMC, NCBI Review
Previous pregnancy McLernon OPIS, Lintsen et al.
Duration and attempt number McLernon OPIS, D.I.R. cumulative data
Calculation formula
Adjusted base rate model: the age-dependent rate is adapted to the individual situation using multiplicative factors.
= Basis(Alter) × AMH × Diagnose × Transfertag × Zyklus × BMI × Rauchen × SS-Historie × Dauer × Versuch
= SS-Rate × (1 − AbortrateAlter)
P(n) = 1 − ∏ (1 − p × fi)
View worked example
Patient: age 35, AMH 2.0 ng/ml, male factor, day 5, BMI 26, non-smoker, no previous pregnancy, 1st attempt, fresh cycle
Limitations
Note: Statistical estimates based on average data. Not a substitute for individual medical advice. Your personal chance can differ considerably.
References
Primary sources
- German IVF Registry (D.I.R.) Yearbook 2024: 131,801 cycles, 139 centers. deutsches-ivf-register.de Figures and charts drawn from it for Germany, Austria, and Switzerland: IVF Statistics.
- D.I.R. Yearbook 2024: special edition for couples deutsches-ivf-register.de
Prediction models
- McLernon DJ et al.: OPIS Pre-IVF/Post-IVF Calculator, University of Aberdeen. OPIS Calculator
- McLernon DJ et al.: External validation, Human Reproduction 2023. DOI: 10.1093/humrep/dead167
- Lintsen AME et al.: Predictive factors IVF, Human Reproduction Update 2010. academic.oup.com
- CDC: IVF Success Estimator (SART). cdc.gov
BMI and lifestyle
- Sermondade N et al.: Cumulative LBR & BMI, Frontiers in Endocrinology 2020. frontiersin.org
- BMI & cumulative LBR: Nature Scientific Reports 2022. nature.com
- Hart RJ et al.: Lifestyle factors & IVF. PMC 7616016
- NCBI Bookshelf: Prediction of IVF success. NBK327761
- Predictors of IVF success: Fertility and Sterility 2024. fertstert.org
- Informative predictors: Nature Scientific Reports 2022. nature.com
Last updated: March 2026. Data as of the D.I.R. Yearbook 2024