1. Human manual dexterity has been linked by some to biomechanical adaptations of the hand and by others to neural adaptations. To investigate neural adaptations, the present study using the performance of four muscles acting on the index and thumb, quantified weight matching and electromyography. 2. The accuracy (i.e. reproducibility) of weight matching was used to investigate whether thumb muscles (i.e. flexor pollicis longus (FPL) and adductor pollicis (AP)) perform differently from index muscles (i.e. flexor digitorum profundus (FDP) and first dorsal interosseous (FDI)), and whether intrinsic hand muscles (AP and FDI) perform differently from extrinsic ones (FPL and FDP). 3. Subjects lifted reference weights on the right which represented predetermined percentages of a force generated in a maximum voluntary contraction (MVC) ranging from 2.5 % to 35 % MVC (and to 50 % MVC in two muscles) and matched them with a variable weight lifted in the same way on the left. 4. Analysis of the coefficients of variation (c.v., expressed as a percentage) and the standard deviations calculated for repeated estimates of perceived heaviness, revealed significant differences in the accuracy of weight matching between different muscles and between reference weights. Based on the c.v., subjects lifted more accurately with FPL and AP (the two thumb muscles) than with the two index muscles. The two intrinsic hand muscles (FDI and AP) were equally accurate, and significantly more accurate than FDP which was the least accurate muscle. The high accuracy for FPL remained when accuracy was expressed in terms of the torque produced by the muscles when lifting the reference weights, and also when the torques were converted to absolute intramuscular forces. 5. Accuracy (based on c.v.) decreased significantly with light weights and increased with heavy weights for all muscles except FPL, which was equally accurate over a very wide range of weights (< 2.5 % to 50 % MVC). When data from all muscles were pooled, the c.v. increased from 12.9 to 19.1 as the weights lifted decreased from 35 % to 2.5 % MVC. 6. To examine the functional implications of the weight-matching study, electromyographic activity (EMG) was recorded with fine-wire electrodes from the same four muscles while subjects lifted cylinders of different widths (17-50 mm) and weights (15-1000 g). For recordings in which integrated EMG was linearly related to force up to maximal levels, the amplitudes of the EMGs at 'lift off' and at the mid-point of the 'hold' phase of the task were expressed relative to the maximal EMG during a MVC. Analysis of the amplitudes showed significant differences related to the phase of the task and the width and weight of the cylinder. The relative EMGs increased linearly as the weights grasped increased. 7. From the weight-matching study, we determined the force above which the c.v. for weight estimation was below 16 % and used this to define an 'accurate' range of muscle force. The relative EMGs developed by the two thumb muscles while grasping and lifting objects that exceeded 50 g corresponded to forces within the 'accurate' range while those of the index finger were in the 'accurate' range only when lifting and grasping objects that exceeded 500 g. Based upon this criterion, these two index muscles typically act within the 'inaccurate' range during grasping. Thus, there may be particular reliance upon the thumb muscles for precise control of forces. 8. The EMGs during grasping also depended upon how the cylinder was lifted, i.e. pinch grip versus attempted encirclement of the cylinder by the index and thumb. When a very wide cylinder (75 mm diameter) was encircled by the thumb and index and lifted, the EMGs of all muscles (especially FPL and AP) were significantly less than those when the cylinder was grasped with a pinch grip. This biomechanically efficient mode of grasping is related to the evolution of a long and opposable thumb. 9. When data on perceived heaviness from all muscles and weights were combined, we found a linear correlation between the standard deviations of the estimates and the reference weights when both were expressed in absolute terms (r = 0.99). It would appear that the central nervous system has the capacity to extract signals about weight independent of the torque or intramuscular forces produced by the muscles. Except for small weights lifted by FDP, this task is performed similarly for a range of muscles in the upper limb. 10. While both afferent and efferent mechanisms may contribute to the accuracy of weight matching, the findings are consistent with the view that the neural control of the two human thumb muscles studied has become more specialized than control of those acting on the index finger. This specialization may be related to the wide range of absolute forces that the thumb muscles must oppose in daily tasks.