Here's something interesting...
http://arxiv.org/PS_cache/arxiv/pdf/...007.0324v2.pdf
A paper by Beaulieu etal, which goes to say that the study by Stevenson etal may have observational or analytical flaws and that maybe why they never detected any methane in the atmosphere of GJ436b.