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Most indices give companies weights proportional to their (float-adjusted) market cap. Ben Graham advocated looking at total revenue (sales) to choose "leading enterprises" that defensive investors could buy and hold without knowing much about stocks.
In modern times it does not make much sense to compare the revenue of a retailer like Wal-Mart or Amazon with that of a software company with very high net margins.
But, it may be instructive (or just fun) to compare companies based on their earnings.
Below is a table of the first 25 top-earners, based on the average of the last 5 years' earnings. Figures are not completely comparable since they are based on annual reports, so some are more stale than others.
(Also, this is very OT since I don't give data for Berkshire Hathaway itself!)
Sorry Elias - once again, no names, only tickers.
For the curious - Amazon is #188 with a P/E of 687.
Market cap as of last Friday.

Ticker Average Mkt Cap "P/E"
AAPL 49294600000 7.42E+11 15.05
XOM 21760000000 3.09E+11 14.20
WFC 21021400000 2.35E+11 11.18
JPM 20848400000 3.48E+11 16.69
MSFT 17768000000 8.27E+11 46.54
VZ 16445800000 2.36E+11 14.35
T 16048800000 2.25E+11 14.02
GOOG 14967000000 7.64E+11 51.05
WMT 14116800000 2.84E+11 20.12
PFE 13323000000 2.46E+11 18.46
JNJ 12680600000 3.51E+11 27.68
BAC 12223600000 2.88E+11 23.56
IBM 11864000000 1.13E+11 9.52
CMCSA 10953600000 1.65E+11 15.06
CVX 10789800000 2.19E+11 20.30
PG 10596800000 2.28E+11 21.52
INTC 10532200000 2.25E+11 21.36
GILD 10282561600 89500000000 8.70
DIS 9370400000 1.66E+11 17.72
BLW 8349600000 515000000 0.06
C 8349600000 1.5E+11 17.96
MO 7861400000 90800000000 11.55
CSCO 7458400000 2.02E+11 27.08
PM 7188800000 1.15E+11 16.00
HD 7065200000 2.03E+11 28.73
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