An earlier review on transpiration efficiency (TE) reported a tight link between high TE and transpiration restriction under high vapor pressure deficit (VPD). This paper builds on it and addresses other factors altering TE (shoot biomass/water transpired), namely species difference among major C4 cereals, soil texture, and source/sink relationships. Maize genotypes (n=10) had overall higher TE than pearl millet (n=10), and somewhat higher than sorghum (n=16). TE was higher in high clay- than in sandy soil, and that effect was crop-dependent. Maize showed large TE and yield variations among soils, while pearl millet TE showed no soil variation. This also suggested specific soil-species fitness. Removal of cobs drastically decreased TE in maize, but not in pearl millet, suggesting that source/sink balance also drove TE variations. The species differences in TE are interpreted to account for differences in transpiration restriction capacity under high VPD but also to breeding history having possibly favored maize’s source/sink balance, suggesting a breeding scope to increase TE in pearl millet and sorghum. The soil results open a new avenue to better understand stomatal regulation and transpiration restriction under high VPD leading to TE differences, where considering soil hydraulic characteristics and root system together appears to be critical. Finally, the results on sink alteration highlight the importance of sink strength in regulating transpiration / photosynthesis and consequently in influencing TE.