While the solar system contains no planets between the sizes of Uranus and Saturn, our current exoplanet census includes several dozen such planets with well-measured masses and radii. These sub-Saturns exhibit a diversity of bulk densities, ranging from ∼0.1 to 3 g cm −3 . When modeled simply as hydrogen/helium envelopes atop rocky cores, this diversity in densities translates to a diversity in planetary envelope fractions, f env =M env /M p , ranging from ∼10% to ∼50%. Planets with f env ≈50% pose a challenge to traditional models of giant planet formation by core-nucleated accretion, which predict the onset of runaway gas accretion when M env ∼M core . Here, we show that many of these apparent f env ≈50% planets are less envelope-rich than they seem, after accounting for tidal heating. We present a new framework for modeling sub-Saturn interiors that incorporates envelope inflation due to tides, which are driven by the observed nonzero eccentricities, as well as potential obliquities. Consequently, when we apply our models to known sub-Saturns, we infer lower f env than tides-free estimates. We present a case study of K2-19 b, a moderately eccentric sub-Saturn. Neglecting tides, K2-19 b appears to have f env ≈50%, poised precariously near the runaway threshold; by including tides, however, we find f env ≈10%, resolving the tension. Through a systematic analysis of 4-8 R ⊕ planets, we find that most (but not all) of the similarly envelope-rich planets have more modest envelopes of f env ≈10%-20%. Thus, many sub-Saturns may be understood as sub-Neptunes that have undergone significant radius inflation, rather than a separate class of objects. Tidally induced radius inflation likely plays an important role in other size classes of planets including ultra-low-density Jupitersize planets like WASP-107 b.Unified Astronomy Thesaurus concepts: Exoplanets (498); Extrasolar gas giants (509); Exoplanet atmospheres (487); Exoplanet structure (495); Exoplanet tides (497) & Fortney (2014) constructed model planets consisting of Earthcomposition cores surrounded by low-density envelopes of H/He. Considering a grid of M core , M env , age, and incident stellar flux, they computed the planetary radius evolution in response to various sources of envelope heating and cooling. 5 Critically, given these assumptions, one may invert these models and translate the masses and radii of observed planets into constraints on their core and envelope masses.Using this approach, there has emerged a subset of lowdensity sub-Saturns with atmospheric envelopes comprising ∼50% of their total mass. (That is, their envelope mass fractions are f env ≡M env /M p ≈50%.) Examples of such planets, which are perplexing for reasons we will describe below, include the recently discovered K2-24 c (Petigura et al. 2018a) and K2-19 b (Petigura et al. 2020). Both planets are found near or in mean-motion resonances (MMRs) with neighboring companions and have nonzero eccentricities, e∼0.08 for K2-24 c and e∼0.2 for K2-19 b. Using the Lope...