We present a spectral analysis for a sample of redshift known GRBs observed with {\em Fermi}/GBM. Together with the results derived from our systematical spectral energy distribution modeling with the leptonic models for a {\em Fermi}/LAT blazar sample, we compare the distributions of the GRBs and the blazars by plotting the synchrotron peak luminosity () and the corresponding peak photon energy of blazars in the $L_{\rm p}-E_{\rm p}L_{\rm p}E_{\rm p}$ are the peak luminosity and peak photon energy of the GRB time-integrated spectrum, respectively. The GRBs are in the high-, high- corner of the plane and a tight relation is found, i.e., . Both FSRQs and LBLs are clustered in the low-, low- corner. IBLs and HBLs have keV and $L_{\rm s} \sim 10^{44} - 10^{47}^{-1}L_{\rm s}E_{\rm s}$ is found. We show that the tight relation of GRBs is potentially explained with the synchrotron radiation of fast-cooling electrons in a highly magnetized ejecta, and the weak anti-correlation of for FSRQs and LBLs may be attributed to synchrotron radiation of slow-cooling electrons in a moderately magnetized ejecta. The distributions of IBLs and HBLs in the plane may be interpreted with synchrotron radiation of fast-cooling electrons in a matter-dominated ejecta. These results may present a unified picture for the radiation physics of relativistic jets in GRBs and blazars within the framework of the leptonic synchrotron radiation models.

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