We cannot claim to know for sure, yet - because we have not directly observed it
Scientific consensus - mostly exotic subatomic particles, some stellar remnants
These "exotic subatomic particles" could be a new form of
hypothesized matter, not yet discovered, such as supersymmetry particles,
axions, or something else
Experiments at the Large Hadron Collider may discover some of these particles
Does the gas within galactic clusters (Intracluster Gas)
explain much of the dark matter?
It would be only faintly visible, but over large volumes could it add up enough to explain dark matter?
There are several places were gas resides
Interstellar medium (between stars within a galaxy)
about 1 atom per cubic cm
Intergalactic medium (between galaxies within the cluster - intracluster)
about 10-6 atoms/cm3, or about 1 atom per cubic meter
The amount of mass required to bind this gas to the clusters
(
see the Virgo Cluster) greatly exceeds
the total visible mass of the galaxies (more evidence of dark matter)
There is no evidence for such gas beyond the clusters, in the "extracluster"
spaces
There is a lot of intracluster gas but it doesn't come close to accounting for the dark matter