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That graph shows Li-ion as the highest energy density, which is in accord with the article. What am I missing?

The trend. The point is that energy densities are improving steadily, contrary to the article.

Which is a bit moot because, going by the trend, it's not until ~ the year 2220 that batteries will equal petrol for energy density by weight.