The Primordial Power Spectrum

Every galaxy, every cluster, every filament of the cosmic web, and every hot and cold speck on the microwave sky traces back to a fluctuation already present when the observable Universe was a fraction of a second old. The primordial power spectrum is the statistical blueprint of those seeds: how much fluctuation power sits at each spatial scale before gravity acts. Because the seeds are, to excellent accuracy, a Gaussian random field, this single two-point function is a nearly complete description of the initial conditions — fix it, and cosmic structure follows by known physics. The variable it describes is not the density contrast but the comoving curvature perturbation R\mathcal{R}, and that choice is the heart of the subject. On scales larger than the Hubble radius R\mathcal{R} is conserved for adiabatic modes, so the amplitude stamped on a mode at horizon exit survives untouched through reheating, nucleosynthesis, and equality until the mode falls back inside the horizon billions of years later. The spectrum is therefore a clean bridge from physics at grand-unified energies to the maps made by telescopes. Empirically the spectrum is a gentle power law fixed by two numbers: an amplitude AsA_s and a tilt nsn_s. A perfectly scale-invariant spectrum — guessed by Harrison, Zeldovich, and Peebles before any theory demanded it — has ns=1n_s=1; inflation instead predicts a slight red tilt, and the measured ns≈0.965n_s\approx0.965 sits more than eight standard deviations below unity. That small deficit is one of the most direct windows we have onto physics beyond any accelerator, and it is the universal input every downstream article — transfer function, matter power spectrum, CMB anisotropies — takes as given.

Key takeaways
  • The primordial power spectrum PR(k)\mathcal{P}_\mathcal{R}(k) is the variance per logarithmic wavenumber of the comoving curvature perturbation R\mathcal{R}, laid down at the end of inflation before any processing.
  • It is well fit by a power law, PR(k)=As (k/k∗)ns−1\mathcal{P}_\mathcal{R}(k)=A_s\,(k/k_*)^{n_s-1}, with amplitude As≈2.1×10−9A_s\approx2.1\times10^{-9} and tilt ns≈0.965n_s\approx0.965 at the pivot k∗=0.05 Mpc−1k_*=0.05\,\mathrm{Mpc}^{-1}.
  • A scale-invariant Harrison–Zeldovich spectrum has ns=1n_s=1; the measured ns<1n_s<1 is a >8σ>8\sigma red tilt confirming that inflation dynamically ends.
  • R\mathcal{R} is conserved on super-horizon scales, so the inflationary amplitude directly seeds the CMB and matter spectra through the transfer function.
  • Slow-roll inflation predicts ns−1=−6ϵ+2ηn_s-1=-6\epsilon+2\eta and a tensor-to-scalar ratio r=16ϵr=16\epsilon, tying the tilt to the inflaton potential's shape.
  • Key idea: inflation stretches the quantum vacuum fluctuations of a light scalar to super-horizon scales, where they freeze into a conserved, nearly scale-invariant spectrum of curvature perturbations PR(k)=As(k/k∗)ns−1\mathcal{P}_\mathcal{R}(k)=A_s(k/k_*)^{n_s-1} — the universal initial condition for all cosmic structure.
The core insight

Inflation stretches the quantum vacuum fluctuations of a light scalar field to super-horizon scales, where they freeze into a conserved, nearly scale-invariant spectrum of curvature perturbations PR(k)=As(k/k∗)ns−1\mathcal{P}_\mathcal{R}(k)=A_s(k/k_*)^{n_s-1} — the universal initial condition for all cosmic structure.

Where this lives today

The primordial spectrum is a live measurement at the centre of cosmology: its two numbers are among the six base parameters of Λ\LambdaCDM, fixed by Planck 2018 to ln⁡(1010As)=3.044±0.014\ln(10^{10}A_s)=3.044\pm0.014 and ns=0.9649±0.0042n_s=0.9649\pm0.0042 at k∗=0.05 Mpc−1k_*=0.05\,\mathrm{Mpc}^{-1}. The amplitude, propagated forward, predicts a clustering strength σ8≈0.81\sigma_8\approx0.81 — and the disagreement between that CMB-based value and the lower σ8\sigma_8 from weak-lensing is the "S8S_8 tension," one of the sharpest cracks in the standard model. On the inflationary side, the bound r<0.036r<0.036 against ns≈0.965n_s\approx0.965 in the (ns,r)(n_s,r) plane favours plateau potentials such as Starobinsky R2R^2 while excluding the simplest monomial models. The frontier is twofold: next-generation CMB experiments (Simons Observatory, CMB-S4, LiteBIRD) chase rr toward 10−310^{-3} to test nt=−r/8n_t=-r/8, while galaxy surveys (DESI, Euclid, Rubin) push PR(k)\mathcal{P}_\mathcal{R}(k) to smaller scales, hunting a running tilt or features that would reveal the inflaton potential.

The physical picture

Think of inflation as a cosmic microscope run backwards: it seizes the quantum jitters of a scalar field and stretches their wavelengths exponentially, so what began as sub-atomic quivering ends up spanning the observable Universe. A comoving mode starts deep inside the Hubble radius, where quantum fluctuations are active and the field behaves like an ordinary oscillator. As space inflates, the mode's fixed comoving wavelength is dragged outside the shrinking comoving Hubble radius (aH)−1(aH)^{-1}; at that instant of horizon exit its amplitude is "photographed" and frozen. Because HH is very nearly constant during inflation, every mode is photographed under almost identical conditions, so all scales inherit almost the same amplitude — the origin of near scale invariance. The first figure tells the whole story: the comoving Hubble radius forms a valley, and a mode of fixed size threads out of it and, much later, back in.

Figure
Comoving Hubble radius (aH)⁻¹ shrinks during inflation then grows afterward; a mode of fixed comoving wavelength 1/k exits the horizon when k = aH, stays frozen for roughly 60 e-folds, and re-enters much later — R is conserved throughout
A mode exits the horizon during inflation and re-enters much later — in between, R is frozen end of inflation (aH)⁻¹ shrinks (aH)⁻¹ grows comoving wavelength 1/k (fixed) exit k = aH re-entry k = aH super-horizon — R frozen INFLATION RADIATION → MATTER time (scale factor a) → comoving scale

The small departure from flatness is physical, and it is where the information lives. Inflation cannot last forever — the field must roll down its potential and end — so HH decreases slowly. A mode exiting later is a smaller comoving scale (larger kk) that samples a slightly smaller HH and receives less power: a mild redward tilt, ns<1n_s<1. Measuring ns≠1n_s\neq1 thus measures that inflation is a genuine dynamical episode with a beginning and an end, not eternal de Sitter. Conservation of R\mathcal{R} makes this predictive: between horizon exit and re-entry the Universe passes through reheating, nucleosynthesis, and equality, and none of that mess disturbs the frozen amplitude. The second figure shows the surviving spectrum as measured.

Figure
The measured primordial spectrum P_R(k) = A_s (k/k) raised to (n_s − 1), with A_s = 2.1×10⁻⁹ at pivot k = 0.05 Mpc⁻¹ and n_s = 0.9649 — a gentle red tilt sitting above the scale-invariant n_s = 1 line at large scales
The punchline: P_R(k) is nearly flat — a gentle red tilt n_s = 0.9649, amplitude A_s = 2.1×10⁻⁹ 2.0 2.2 2.4 2.6 10⁻⁴ 10⁻³ 10⁻² 10⁻¹ comoving wavenumber k (Mpc⁻¹) P_R(k) / 10⁻⁹ n_s = 1 (scale-invariant) pivot k* = 0.05 more power on large scales (small k)

The core equations

Everything begins with the two-point function. Homogeneity forces the correlation of two Fourier modes to be diagonal, and isotropy makes the coefficient — the power spectrum — depend only on the wavevector magnitude.

⟨R(k) R∗(k′)⟩=(2π)3 δD(3)(k−k′) PR(k)(1)\langle \mathcal{R}(\mathbf{k})\,\mathcal{R}^*(\mathbf{k}')\rangle = (2\pi)^3\,\delta_D^{(3)}(\mathbf{k}-\mathbf{k}')\,P_\mathcal{R}(k) \qquad (1)

where: R(k)\mathcal{R}(\mathbf{k}) — Fourier mode of the comoving curvature perturbation; PR(k)P_\mathcal{R}(k) — curvature power spectrum, dimensions of volume (Mpc3\mathrm{Mpc}^3); δD(3)\delta_D^{(3)} — three-dimensional Dirac delta enforcing homogeneity; k=∣k∣k=|\mathbf{k}| — comoving wavenumber. The delta makes different modes independent; a Gaussian field is then fully specified by PR(k)P_\mathcal{R}(k) alone. For intuition it is better to work with a dimensionless quantity measuring the variance each decade of scale contributes; the phase-space factor k3/2π2k^3/2\pi^2 does that.

PR(k)≡k32π2 PR(k),⟨R2⟩=∫PR(k) dln⁡k(2)\mathcal{P}_\mathcal{R}(k) \equiv \frac{k^3}{2\pi^2}\,P_\mathcal{R}(k),\qquad \langle\mathcal{R}^2\rangle=\int \mathcal{P}_\mathcal{R}(k)\,\mathrm{d}\ln k \qquad (2)

where: PR(k)\mathcal{P}_\mathcal{R}(k) — dimensionless variance per logarithmic interval in kk; k3/2π2k^3/2\pi^2 — the factor turning a spectral density into a log-interval variance. A flat PR\mathcal{P}_\mathcal{R} means equal power per octave — exactly what "scale-invariant" means. Measured across four decades of scale, PR(k)\mathcal{P}_\mathcal{R}(k) is a nearly featureless power law — an amplitude and a slope about a chosen pivot.

PR(k)=As(kk∗)ns−1(3)\mathcal{P}_\mathcal{R}(k) = A_s\left(\frac{k}{k_*}\right)^{n_s-1} \qquad (3)

where: AsA_s — scalar amplitude at the pivot, As≈2.1×10−9A_s\approx2.1\times10^{-9}; nsn_s — scalar spectral index or tilt, ns≈0.965n_s\approx0.965; k∗k_* — pivot scale, conventionally 0.05 Mpc−10.05\,\mathrm{Mpc}^{-1}. The exponent ns−1n_s-1 is the constant log slope; ns=1n_s=1 is exact scale invariance, ns<1n_s<1 a red tilt. Inflation predicts this amplitude from first principles: quantizing a light scalar in quasi-de Sitter (Derivation 1) gives a value set by the Hubble rate and the first slow-roll parameter at horizon exit.

PR(k)=18π2H2MPl2 ϵ∣k=aH(4)\mathcal{P}_\mathcal{R}(k) = \left.\frac{1}{8\pi^2}\frac{H^2}{M_{\rm Pl}^2\,\epsilon}\right|_{k=aH} \qquad (4)

where: HH — Hubble rate during inflation, at horizon exit k=aHk=aH; MPl=(8πG)−1/2M_{\rm Pl}=(8\pi G)^{-1/2} — reduced Planck mass; ϵ=−H˙/H2\epsilon=-\dot H/H^2 — first slow-roll parameter. Reading this for the observed AsA_s pins H/MPlH/M_{\rm Pl} during inflation to about 10−5ϵ10^{-5}\sqrt{\epsilon}. Because HH and ϵ\epsilon drift slowly, the slope is a combination of slow-roll parameters, which also fix the primordial gravitational-wave amplitude.

ns−1=−6ϵ+2η,r=16ϵ(5)n_s-1 = -6\epsilon + 2\eta,\qquad r = 16\epsilon \qquad (5)

where: η=MPl2V′′/V\eta=M_{\rm Pl}^2 V''/V — second slow-roll parameter; rr — tensor-to-scalar ratio, gravitational-wave to curvature power; V,V′′V,V'' — the inflaton potential and its curvature. A red tilt is generic since ϵ>0\epsilon>0 always; a detection of rr would measure ϵ\epsilon and the inflationary energy scale. The tensor sector carries its own spectrum and tilt, tied together by single-field slow-roll with no free parameters.

ΔT2(k)=At(kk∗)nt,nt=−r8(6)\Delta_T^2(k)=A_t\left(\frac{k}{k_*}\right)^{n_t},\qquad n_t=-\frac{r}{8} \qquad (6)

where: ΔT2\Delta_T^2 — primordial tensor (gravitational-wave) power spectrum; At=r AsA_t=r\,A_s — tensor amplitude; ntn_t — tensor tilt. The relation nt=−r/8n_t=-r/8 has no free parameters — the sharpest single test of single-field slow-roll. Finally, the late-time observables are built from this input: the matter power spectrum and the CMB angular spectrum are weighted integrals of PR(k)\mathcal{P}_\mathcal{R}(k) against a processing kernel.

P(k,z)=2π2k3 PR(k)(25k2ΩmH02)2T2(k) D2(z),Cℓ∝∫dkk PR(k) Δℓ2(k)(7)P(k,z) = \frac{2\pi^2}{k^3}\,\mathcal{P}_\mathcal{R}(k)\left(\frac{2}{5}\frac{k^2}{\Omega_m H_0^2}\right)^2 T^2(k)\,D^2(z),\qquad C_\ell \propto \int \frac{\mathrm{d}k}{k}\,\mathcal{P}_\mathcal{R}(k)\,\Delta_\ell^2(k) \qquad (7)

where: P(k,z)P(k,z) — matter power spectrum at redshift zz; T(k)T(k) — transfer function encoding sub-horizon growth suppression; D(z)D(z) — linear growth factor; Δℓ(k)\Delta_\ell(k) — radiation transfer function projecting a wavenumber onto multipole ℓ≈kDA\ell\approx kD_A; Ωm,H0\Omega_m,H_0 — matter density parameter and Hubble constant. Everything downstream inherits the knsk^{n_s} tilt; the rest is known causal physics.

Derivation AFrom the quantum vacuum to a classical curvature spectrum

The goal is to show where the amplitude As=H2/(8π2MPl2ϵ)A_s=H^2/(8\pi^2 M_{\rm Pl}^2\epsilon) comes from — quantizing a light scalar in a nearly de Sitter background and following a single mode from deep inside the horizon, where it behaves like a Minkowski oscillator, out to super-horizon scales where it freezes. We track the Mukhanov–Sasaki variable, impose the Bunch–Davies vacuum, take the super-horizon limit, and convert the field fluctuation into a curvature fluctuation, so a quantum expectation value becomes the classical initial condition for structure.

Step 1. Work with the canonically normalized variable vk=a δϕkv_k=a\,\delta\phi_k, which obeys vk′′+(k2−a′′/a) vk=0v_k''+(k^2-a''/a)\,v_k=0, primes being conformal-time derivatives. Why: this is a harmonic oscillator with time-dependent effective mass −a′′/a-a''/a, so quantized-oscillator machinery applies directly, with a′′/aa''/a carrying the gravitational effect of expansion.

Step 2. In exact de Sitter a=−1/(Hτ)a=-1/(H\tau) with τ∈(−∞,0)\tau\in(-\infty,0), so a′′/a=2/τ2a''/a=2/\tau^2 and the equation is exactly solvable. Why: constant HH is the leading slow-roll approximation, and the simple 2/τ22/\tau^2 mass term is what allows a closed-form mode function.

Step 3. Select the Bunch–Davies solution vk=e−ikτ2k(1−ikτ)v_k=\dfrac{e^{-ik\tau}}{\sqrt{2k}}\left(1-\dfrac{i}{k\tau}\right), fixed by requiring that deep inside the horizon (kτ→−∞k\tau\to-\infty) it reduce to the Minkowski mode e−ikτ/2ke^{-ik\tau}/\sqrt{2k}. Why: on scales far smaller than the horizon spacetime looks flat, so the vacuum must match the Minkowski vacuum — the boundary condition that makes the answer unique.

Step 4. Take the super-horizon limit kτ→0k\tau\to0, where ∣δϕk∣2=∣vk∣2/a2→H2/2k3|\delta\phi_k|^2=|v_k|^2/a^2\to H^2/2k^3, so the dimensionless field spectrum is Pδϕ=(k3/2π2)∣δϕk∣2=(H/2π)2\mathcal{P}_{\delta\phi}=(k^3/2\pi^2)|\delta\phi_k|^2=(H/2\pi)^2. Why: once far outside the horizon a mode's amplitude stops evolving — it is "frozen" — and the Gibbons–Hawking result (H/2π)2(H/2\pi)^2 is the de Sitter analogue of thermal fluctuations at temperature H/2πH/2\pi.

Step 5. Convert to the conserved curvature perturbation via R=−(H/ϕ˙) δϕ\mathcal{R}=-(H/\dot\phi)\,\delta\phi, and use ϕ˙2=2ϵH2MPl2\dot\phi^2=2\epsilon H^2 M_{\rm Pl}^2 to get PR=H2/(8π2MPl2ϵ)\mathcal{P}_\mathcal{R}=H^2/(8\pi^2 M_{\rm Pl}^2\epsilon) at k=aHk=aH. Why: R\mathcal{R}, not δϕ\delta\phi, survives to late times, and the 1/ϵ1/\epsilon enhancement is why a sub-Planckian HH still yields As∼10−9A_s\sim10^{-9}. *Reading the observed As=2.1×10−9A_s=2.1\times10^{-9} back through Eq. (4) gives H/MPl≈10−5ϵH/M_{\rm Pl}\approx10^{-5}\sqrt\epsilon, the standard inflationary energy scale.*

Go deeper · Derivation B · 1 minThe tilt from slow-roll: why the spectrum is red
Derivation BThe tilt from slow-roll: why the spectrum is red

The goal is to derive the headline result ns−1=−6ϵ+2ηn_s-1=-6\epsilon+2\eta directly from the slow-roll amplitude of Eq. (4), showing that the tilt is just the rate at which HH and ϵ\epsilon drift, translated into a slope in logarithmic wavenumber. Because the amplitude is evaluated at horizon crossing k=aHk=aH, a change in ln⁡k\ln k is a change in the time a mode exits, so the slope of the spectrum reads out the slow evolution of the background — whose sign makes the spectrum red.

Step 1. Take the logarithm of Eq. (4), keeping only scale-dependent pieces: ln⁡PR=2ln⁡H−ln⁡ϵ+const\ln\mathcal{P}_\mathcal{R}=2\ln H-\ln\epsilon+\text{const}. Why: the tilt is a logarithmic derivative, so working with ln⁡PR\ln\mathcal{P}_\mathcal{R} isolates the two things that vary — HH and ϵ\epsilon.

Step 2. Convert d/dln⁡k\mathrm{d}/\mathrm{d}\ln k into a time derivative. At horizon crossing ln⁡k=ln⁡a+ln⁡H\ln k=\ln a+\ln H, and since ln⁡H\ln H barely moves, dln⁡k≈dln⁡a=H dt\mathrm{d}\ln k\approx\mathrm{d}\ln a=H\,\mathrm{d}t, so d/dln⁡k≈H−1 d/dt\mathrm{d}/\mathrm{d}\ln k\approx H^{-1}\,\mathrm{d}/\mathrm{d}t. Why: "later exit" and "smaller scale" are the same statement, so scale-dependence of the spectrum is time-dependence of the background along the horizon-crossing condition.

Step 3. Evaluate the two rates from the slow-roll definitions: dln⁡H/dln⁡k=H˙/H2=−ϵ\mathrm{d}\ln H/\mathrm{d}\ln k=\dot H/H^2=-\epsilon and dln⁡ϵ/dln⁡k=2(2ϵ−η)\mathrm{d}\ln\epsilon/\mathrm{d}\ln k=2(2\epsilon-\eta). Why: these are the evolution equations of slow-roll — ϵ\epsilon sets how fast HH falls, the second how fast ϵ\epsilon grows toward the end of inflation.

Step 4. Combine: ns−1=2(−ϵ)−2(2ϵ−η)=−6ϵ+2ηn_s-1=2(-\epsilon)-2(2\epsilon-\eta)=-6\epsilon+2\eta. Why: because ϵ>0\epsilon>0 always and typically dominates, the generic prediction is ns<1n_s<1 — a red tilt is the fingerprint of an HH that is slowly decreasing because inflation must end. *As a check, a chaotic m2ϕ2m^2\phi^2 model at N=60N=60 e-folds gives ϵ=η=1/120\epsilon=\eta=1/120, hence ns=0.967n_s=0.967, consistent with the sign and magnitude of the measured tilt.*

Go deeper · Derivation C · 1 minThe Sachs-Wolfe plateau: scale invariance flattens the low-multipole CMB
Derivation CThe Sachs-Wolfe plateau: scale invariance flattens the low-multipole CMB

The goal is to prove the most visible consequence of near scale invariance: that a scale-invariant spectrum produces a flat plateau in ℓ(ℓ+1)Cℓ\ell(\ell+1)C_\ell at low multipoles, the feature dominating the largest-angle CMB map. We start from the Sachs–Wolfe relation between temperature and curvature at last scattering, project onto multipoles with a spherical Bessel transform, and use a standard Bessel identity to collapse the integral into a closed form that lays bare why the plateau is flat and what its height measures.

Step 1. On super-horizon scales at last scattering the temperature anisotropy is a fixed fraction of the curvature, ΔT/T(n^)=15 R(xls)\Delta T/T(\hat n)=\tfrac15\,\mathcal{R}(\mathbf{x}_{\rm ls}), in the matter-dominated adiabatic limit. Why: the largest angular scales were still outside the horizon at recombination, so no causal processing has occurred and the temperature inherits the frozen curvature, the 1/51/5 being gravitational redshift net of the intrinsic term.

Step 2. Expand in spherical harmonics and take the variance: Cℓ=2π∫0∞dk k2 (15)2PR(k) jℓ2(kDls)C_\ell=\dfrac{2}{\pi}\displaystyle\int_0^\infty \mathrm{d}k\,k^2\,\left(\tfrac15\right)^2 P_\mathcal{R}(k)\,j_\ell^2(kD_{\rm ls}), with DlsD_{\rm ls} the distance to last scattering. Why: a plane wave of wavenumber kk projects onto the sphere as jℓ(kDls)j_\ell(kD_{\rm ls}), the transfer mapping a Fourier mode onto a multipole.

Step 3. Replace PR=2π2PR/k3P_\mathcal{R}=2\pi^2\mathcal{P}_\mathcal{R}/k^3 to write the integral over dk/k\mathrm{d}k/k: Cℓ=4π25∫dkk PR(k) jℓ2(kDls)C_\ell=\dfrac{4\pi}{25}\displaystyle\int\frac{\mathrm{d}k}{k}\,\mathcal{P}_\mathcal{R}(k)\,j_\ell^2(kD_{\rm ls}). Why: in the dimensionless spectrum the scale-invariant case is trivial — PR\mathcal{P}_\mathcal{R} pulls out as a constant.

Step 4. For PR=As=\mathcal{P}_\mathcal{R}=A_s=const use the identity ∫0∞dxx jℓ2(x)=12ℓ(ℓ+1)\displaystyle\int_0^\infty \frac{\mathrm{d}x}{x}\,j_\ell^2(x)=\frac{1}{2\ell(\ell+1)} to obtain ℓ(ℓ+1)Cℓ=2πAs25=const\ell(\ell+1)C_\ell=\dfrac{2\pi A_s}{25}=\text{const}. Why: the ℓ(ℓ+1)\ell(\ell+1) from the Bessel integral cancels the conventional ℓ(ℓ+1)\ell(\ell+1) prefactor — which is exactly why cosmologists plot ℓ(ℓ+1)Cℓ/2π\ell(\ell+1)C_\ell/2\pi, and why a scale-invariant input makes it flat. *The steps above yield the Sachs–Wolfe result CℓSW=2πAs/[25 ℓ(ℓ+1)]C_\ell^{\rm SW}=2\pi A_s/[25\,\ell(\ell+1)]; a red tilt ns<1n_s<1 makes the plateau rise gently toward low ℓ\ell, a slope that itself constrains nsn_s.*

Limiting cases

The single power law is an approximation; the useful limits show what it becomes at the edges.

CaseResultMeaning
Exact scale invariance (Harrison–Zeldovich)ns=1,  PR(k)=As=constn_s=1,\ \ \mathcal{P}_\mathcal{R}(k)=A_s=\text{const}Equal power in every logarithmic scale; every mode re-enters the horizon with the same amplitude. Now excluded by data at >8σ>8\sigma.
Slow-roll (observed) limitns−1=−6ϵ+2η,  ∣ns−1∣≪1n_s-1=-6\epsilon+2\eta,\ \ |n_s-1|\ll1A small red tilt is generic for a slowly rolling field; this is the regime the real Universe occupies, ns≈0.965n_s\approx0.965.
Running of the tiltPR=As(k/k∗)ns−1+12αsln⁡(k/k∗)\mathcal{P}_\mathcal{R}=A_s(k/k_*)^{n_s-1+\frac12\alpha_s\ln(k/k_*)}Second-order curvature αs≡dns/dln⁡k\alpha_s\equiv\mathrm{d}n_s/\mathrm{d}\ln k; consistent with zero, αs=−0.004±0.007\alpha_s=-0.004\pm0.007 (Planck).
Blue tiltns>1n_s>1More power on small scales; arises in some bouncing and hybrid models, and is disfavoured for the scalar sector.

Worked examples

1 · The Sachs-Wolfe plateau in microkelvin (fully worked)

Using the scale-invariant result from Derivation 3 and As=2.1×10−9A_s=2.1\times10^{-9}, estimate the temperature fluctuation of the low-ℓ\ell CMB plateau, given the monopole T=2.725 KT=2.725\,\mathrm{K}.

Step 1. The plateau height in the flat-band convention is ℓ(ℓ+1)Cℓ/2π=As/25=2.1×10−9/25=8.4×10−11\ell(\ell+1)C_\ell/2\pi=A_s/25=2.1\times10^{-9}/25=8.4\times10^{-11} — the variance in (ΔT/T)2(\Delta T/T)^2 per logarithmic band.

Step 2. Convert to a temperature: ΔTrms=TAs/25=2.725×106 μK×8.4×10−11\Delta T_{\rm rms}=T\sqrt{A_s/25}=2.725\times10^6\,\mu\mathrm{K}\times\sqrt{8.4\times10^{-11}}. The square root is 9.17×10−69.17\times10^{-6}, so ΔTrms=25 μK\Delta T_{\rm rms}=\mathbf{25\ \mu K}.

Step 3. Compare to observation: the measured large-angle plateau is ℓ(ℓ+1)Cℓ/2π T≈28\sqrt{\ell(\ell+1)C_\ell/2\pi}\,T\approx28–30 μK30\,\mu\mathrm{K}. The pure Sachs–Wolfe estimate lands within 15 percent, the shortfall coming from the late-time integrated Sachs–Wolfe term. A single number, As≈2.1×10−9A_s\approx2.1\times10^{-9}, predicts a ∼25\sim25–30 μK30\,\mu\mathrm{K} plateau — the amplitude of the whole microwave sky at large angles.

2 · The tilt: significance and the power lost on small scales

Planck reports ns=0.9649±0.0042n_s=0.9649\pm0.0042. (a) How many standard deviations is this from scale invariance? (b) By what factor is the primordial power reduced from a near-horizon scale k=10−3 Mpc−1k=10^{-3}\,\mathrm{Mpc}^{-1} to a galaxy scale k=0.5 Mpc−1k=0.5\,\mathrm{Mpc}^{-1}?

Step 1. Significance: the deviation is 1−ns=0.03511-n_s=0.0351 against an uncertainty 0.00420.0042, so 0.0351/0.0042=8.4σ0.0351/0.0042=\mathbf{8.4\sigma}. Exact scale invariance is excluded at high confidence — a landmark, since ns=1n_s=1 had been the default guess for four decades.

Step 2. Power ratio: PR(0.5)/PR(10−3)=(0.5/10−3)ns−1=500−0.0351\mathcal{P}_\mathcal{R}(0.5)/\mathcal{P}_\mathcal{R}(10^{-3})=(0.5/10^{-3})^{n_s-1}=500^{-0.0351}. Taking logs, −0.0351×ln⁡500=−0.218-0.0351\times\ln 500=-0.218, so the ratio is e−0.218=0.80e^{-0.218}=\mathbf{0.80}.

Step 3. Interpretation: over these 2.7 decades the primordial power drops by about 20 percent — small, but measured, and exactly the redward trend inflation predicts, since those small-scale modes exited later when HH had fallen. The tilt is an 8.4σ effect removing roughly a fifth of the power between horizon and galaxy scales.

3 · Slow-roll predictions for chaotic m2ϕ2m^2\phi^2 inflation

The simplest chaotic model has V=12m2ϕ2V=\tfrac12 m^2\phi^2. For scales exiting N=60N=60 e-folds before the end of inflation, ϵ=η=1/(2N)\epsilon=\eta=1/(2N). Compute nsn_s and rr, and decide whether it survives.

Step 1. Slow-roll parameters at N=60N=60: ϵ=η=1/120=8.33×10−3\epsilon=\eta=1/120=8.33\times10^{-3}, safely small, so slow-roll is self-consistent.

Step 2. Tilt from Eq. (5): ns−1=−6ϵ+2η=−4×8.33×10−3=−0.0333n_s-1=-6\epsilon+2\eta=-4\times8.33\times10^{-3}=-0.0333, so ns=0.967n_s=\mathbf{0.967} — comfortably close to the measured 0.96490.9649.

Step 3. Tensors from Eq. (5): r=16ϵ=16/120=0.133r=16\epsilon=16/120=\mathbf{0.133}, and as a check nt=−r/8=−0.0167=−2ϵn_t=-r/8=-0.0167=-2\epsilon, satisfying the consistency relation. Verdict: ϕ2\phi^2 inflation predicts the right nsn_s but r=0.13r=0.13, far above the bound r<0.036r<0.036 — so the simplest chaotic model is ruled out, while its plateau-potential cousins with much smaller rr survive.

Physics of the portrait

The primordial power spectrum is where a bold guess made in the 1970s met a quantum mechanism supplied by inflation — and where both were confirmed by the microwave sky. The portrait below traces the concept from an aesthetic hunch to a measured function of scale.

Origins · 1 minprimordial power spectrum and how this was discovered
PP
primordial power spectrum
the initial condition P_R(k) for all cosmic structure · inflationary cosmology and the CMB

The idea that the Universe began with a specific spectrum of fluctuations predates any theory that could explain it. In 1970 Edward Harrison, and independently Yakov Zeldovich in 1972 (with Jim Peebles arguing along parallel lines), proposed that the primordial fluctuations should be scale-invariant — the same amplitude on every scale as each mode crossed the horizon — because any other choice would overproduce black holes on small scales or excess inhomogeneity on large ones. This "Harrison–Zeldovich–Peebles" spectrum, ns=1n_s=1, was a pure symmetry argument with no dynamical justification for a decade. The justification arrived with inflation: in 1981 Viatcheslav Mukhanov and Gennady Chibisov showed that the quantum vacuum fluctuations of the field driving a de Sitter phase are stretched to cosmological scales with an almost scale-invariant spectrum — the first calculation of PR(k)\mathcal{P}_\mathcal{R}(k) from microscopic physics. At the 1982 Nuffield workshop several groups — Guth and Pi, Hawking, Starobinsky, and Bardeen–Steinhardt–Turner — converged on the slow-roll amplitude and its small tilt: inflation must end, so HH drifts and the spectrum reddens. The prediction sat untested until COBE detected the anisotropies in 1992, and became precise when WMAP and Planck measured ns=0.9649n_s=0.9649, excluding ns=1n_s=1 at more than eight sigma. A number first written down on grounds of taste is now a measured window onto physics at 101610^{16} GeV.

History
1970
— Harrison derives the scale-invariant fluctuation spectrum from consistency arguments
1981
— Mukhanov and Chibisov compute inflationary quantum fluctuations, finding a near-scale-invariant spectrum
1982
— the Nuffield workshop fixes the slow-roll amplitude and predicts a slight red tilt
1992
— COBE detects CMB anisotropies at the level scale invariance predicted
2018
— Planck measures n_s = 0.9649, excluding exact scale invariance at more than eight sigma

Going further

Texts. Dodelson, Modern Cosmology, 2nd ed., Ch. 6, 8 · Baumann, Cosmology (2022), Ch. 8 · Ryden, Introduction to Cosmology, 2nd ed., Ch. 11–12 · Mo, van den Bosch & White, Galaxy Formation and Evolution, Ch. 4 · Carroll & Ostlie, An Introduction to Modern Astrophysics, 2nd ed., Ch. 30 · Weinberg, Cosmology (2008), Ch. 10. The quantum-to-classical derivation uses the Bunch–Davies calculation and the (H/2π)2(H/2\pi)^2 result, and the Sachs–Wolfe plateau uses the standard identity ∫dx/x jℓ2(x)=1/[2ℓ(ℓ+1)]\int \mathrm{d}x/x\, j_\ell^2(x)=1/[2\ell(\ell+1)]. Numerical values — As≈2.1×10−9A_s\approx2.1\times10^{-9}, ln⁡(1010As)=3.044±0.014\ln(10^{10}A_s)=3.044\pm0.014, ns=0.9649±0.0042n_s=0.9649\pm0.0042, αs=−0.004±0.007\alpha_s=-0.004\pm0.007, σ8≈0.81\sigma_8\approx0.81 — are from Planck 2018, with r<0.036r<0.036 from BICEP/Keck 2021. Key derived checks: the tilt significance is 8.4σ8.4\sigma, the power ratio across 2.7 decades is 500−0.0351=0.80500^{-0.0351}=0.80, the Sachs–Wolfe plateau is 25 μK25\,\mu\mathrm{K}, and ϕ2\phi^2 inflation at N=60N=60 predicts ns=0.967n_s=0.967, r=0.133r=0.133.

Builds on: Density Perturbations and the Density Contrast · Jeans Instability and Cosmological Perturbation Regimes · The ΛCDM Concordance Model. Leads to: Transfer Function and the Matter Power Spectrum · The CMB Anisotropy Power Spectrum · Linear Growth of Structure.

Ask the tutor: Ask me to walk through how the frozen amplitude H2/(8π2MPl2ϵ)H^2/(8\pi^2 M_{\rm Pl}^2\epsilon) becomes the 25 μK plateau you see on the microwave sky, step by step.

Why use the curvature perturbation R instead of the density contrast?

Because R\mathcal{R} is conserved on super-horizon scales for adiabatic perturbations, while the density contrast δ\delta is not. Between horizon exit and re-entry the Universe passes through reheating, nucleosynthesis, and equality; over that span δ\delta grows, changes character, and is gauge-dependent on super-horizon scales, making it a hopeless bookkeeping variable for initial conditions. R\mathcal{R} simply sits frozen at its horizon-exit value, so the amplitude stamped by inflation is exactly the amplitude that seeds structure. That is why the "primordial" spectrum is always quoted for R\mathcal{R} (or the related ζ\zeta): it alone carries early-universe information intact across the intervening physics.

Does a scale-invariant spectrum mean the matter power spectrum is flat?

No, and this is the most common trap. Scale invariance (ns=1n_s=1) means the dimensionless curvature spectrum PR(k)\mathcal{P}_\mathcal{R}(k) is flat in ln⁡k\ln k. The matter power spectrum is a different object, P(k)∝knsT2(k)D2(z)P(k)\propto k^{n_s}T^2(k)D^2(z): even with ns=1n_s=1 it rises as k1k^1 on large scales, peaks near the horizon at matter–radiation equality, and falls off as roughly k−3ln⁡2kk^{-3}\ln^2 k on small scales because the transfer function suppresses modes that entered during radiation domination. The observed P(k)P(k) has a pronounced turnover; the flatness lives only in the primordial curvature spectrum before processing.

What exactly is the pivot scale, and why 0.05 Mpc⁻¹?

The pivot k∗k_* is the reference wavenumber at which AsA_s is quoted, since a power law needs an anchor. The choice 0.05 Mpc−10.05\,\mathrm{Mpc}^{-1} is a convention (Planck's; WMAP used 0.002 Mpc−10.002\,\mathrm{Mpc}^{-1}) sitting near the middle of the scales the CMB constrains, which minimizes the correlation between the fitted AsA_s and nsn_s. Because the spectrum is a power law, changing the pivot simply rescales AsA_s by (k∗′/k∗)ns−1(k_*'/k_*)^{n_s-1} while leaving nsn_s unchanged — no physics depends on it, but always check which pivot a paper used before comparing amplitudes.

How does inflation produce a red tilt rather than a blue one?

The amplitude of each mode is set by the Hubble rate HH at horizon exit, through PR∝H2/ϵ\mathcal{P}_\mathcal{R}\propto H^2/\epsilon. Since inflation must end, the field rolls down its potential and HH decreases slowly. Large-scale modes (small kk) exit earlier, when HH was larger, and carry slightly more power; small-scale modes exit later and carry slightly less — a red tilt, ns<1n_s<1. A blue tilt would require HH to increase during the relevant window, which does not happen in standard single-field slow-roll, hence the generic (now confirmed) prediction of a slightly red spectrum.

What is the tensor-to-scalar ratio r, and why does everyone chase it?

Inflation stretches tensor fluctuations — primordial gravitational waves — as well as scalar ones, and rr is the ratio of tensor to scalar power at the pivot. It matters for two reasons. In single-field slow-roll r=16ϵr=16\epsilon, so a detection measures the first slow-roll parameter and, through Eq. (4), the energy scale of inflation: r∼0.01r\sim0.01 means H∼1013H\sim10^{13}–101410^{14} GeV. And tensors imprint a distinctive curl ("B-mode") pattern in CMB polarization that nothing else in Λ\LambdaCDM produces, a nearly background-free signature. The bound r<0.036r<0.036 already rules out the simplest models; reaching r∼10−3r\sim10^{-3} is the central goal of the next CMB generation.

Is the running of the tilt detected, and would it matter?

Not yet. The running αs=dns/dln⁡k\alpha_s=\mathrm{d}n_s/\mathrm{d}\ln k is the second-order curvature of the spectrum, and Planck measures αs=−0.004±0.007\alpha_s=-0.004\pm0.007 — consistent with zero. This is what single-field slow-roll predicts, since a running is second order in the slow-roll parameters, of order (ns−1)2∼10−3(n_s-1)^2\sim10^{-3}. A robust detection of a large running, or of sharp features breaking the smooth power law, would be a major result: it would point to structure in the inflaton potential or physics beyond the simplest single-field picture — which is why galaxy surveys and future CMB spectral-distortion probes work to extend the lever arm in kk.

Before this

Where this leads