Think inside the box: cosmic variance and large-scale conformity of high-redshift massive galaxies in the FLAMINGO simulations

The James Webb Space Telescope (JWST) has opened a new window into the dawn of cosmic history, revealing galaxies that appear surprisingly massive for their early epoch. These discoveries have sparked a vibrant debate, with some findings suggesting a potential tension with our standard cosmological model, $\Lambda$CDM, and conventional theories of galaxy formation (10.1038/s41586-023-05786-2, 2208.01611). In a new paper, 2511.09618, a team led by Seunghwan Lim and including our own Christopher C. Lovell tackles this puzzle by investigating the crucial roles of cosmic variance and large-scale environmental effects.
A central challenge in interpreting JWST’s deep fields is that they probe relatively small volumes of the Universe. Have we simply been lucky (or unlucky) to observe regions of enhanced galaxy growth? This question of cosmic variance—the field-to-field variation in galaxy properties due to large-scale structure—has been difficult to quantify robustly at high redshifts (2302.07256). This study leverages the unprecedented scale of the FLAMINGO project, one of the few cosmological hydrodynamical simulations that combines a vast volume with high resolution, to provide definitive answers.
Quantifying Cosmic Variance with FLAMINGO
The study utilizes the highest-resolution FLAMINGO simulation, which models a cubic gigaparsec of the Universe—a volume large enough to contain over a thousand independent JWST-like survey fields of $(100\,\mathrm{cMpc})^3$. This statistical power allows the authors to characterize the full distribution of galaxy populations, including the extreme outliers that might be mistaken for challenges to our cosmological model.
Key findings on cosmic variance include:
- Beyond Poisson Noise: At a redshift of $z \approx 6$, the variance in the number of massive haloes ($M_{200} \approx 10^{11.5}\,\mathrm{M_\odot}$) is two to three times greater than simple Poisson statistics would predict. This confirms that large-scale clustering significantly enhances the likelihood of finding overdense regions.
- Impact on the Most Massive Halos: The variance in the mass of the single most massive halo found in a JWST-like field is double the Poisson prediction at $z \gtrsim 4$. This demonstrates that cosmic variance substantially broadens the expected range of the most extreme objects we might observe.
A New Phenomenon: Large-Scale Galactic Conformity
Perhaps the most striking result of the paper is the discovery of what the authors term “large-scale galactic conformity.” This is the observation that the star-formation efficiency of massive galaxies is coherently modulated across entire $(100\,\mathrm{cMpc})^3$ volumes.
The study reveals that the stellar mass of the most massive galaxy ($M_{\ast,\mathrm{max}}$) in a survey volume is a remarkably powerful predictor of the properties of its neighbours. Volumes containing a higher-$M_{\ast,\mathrm{max}}$ galaxy are not just more clustered; they also exhibit a systematically higher stellar-to-halo mass relation (SMHMR) throughout the entire region. This implies that the star-formation efficiency is collectively elevated or suppressed across scales far larger than individual protoclusters.
This finding suggests that the environment’s influence on galaxy formation is not stochastic but follows a large-scale, coherent pattern. Finding a single exceptionally massive galaxy in a JWST field may be an indicator that the entire surveyed region is a special site of accelerated cosmic evolution.
Implications for Interpreting the Early Universe
This research has profound implications for how we analyze data from high-redshift surveys:
- Rethinking the Stellar-to-Halo Mass Relation: The assumption of a universal, average SMHMR can be misleading. For galaxies in overdense regions, using an average relation could lead to overestimating their host halo masses by up to a factor of three at $z \approx 7$.
- The Power of a Single Object: The most massive galaxy in a field is more than just an outlier; it is a tracer of the volume’s overall star-formation character. Its properties provide crucial context for interpreting the entire galaxy population within that field.
- Footprint-Dependent Effects: The study demonstrates that the detectable conformity signal is enhanced by the survey’s observational footprint. This “think inside the box” effect must be modeled carefully to avoid biased conclusions about the underlying physics of galaxy assembly.
In conclusion, the work by Seunghwan Lim, Sandro Tacchella, Roberto Maiolino, Christopher C. Lovell, and Joop Schaye provides a critical framework for understanding the galaxy populations being discovered by JWST. By revealing the true extent of cosmic variance and the surprising coherence of galaxy formation on vast scales, it shows that many of the seemingly anomalous “monster” galaxies may be natural, albeit rare, products of their unique large-scale environments.

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