Hydrogen is crucial in increasing the adoption of intermittent solar technologies including concentrated solar plants (CSP) and Photovoltaic (PV) panels due to its versatility and potential for long-term storage. This study conducts a techno-economic analysis of the green hydrogen supply chain powered by solar energy in Dhahran, Saudi Arabia. It compares different configurations of a CSP tower, PV, and hybrid PV-CSP system to power a 1 MW solid oxide water electrolyzer cell (SOEC) for green hydrogen production. The results indicate that the PV plant outperforms the CSP tower plant, achieving a lower levelized electricity cost of 5.33 cent/kWh versus 8.54 cent/kWh. Due to lower levelized electricity costs, the levelized cost of hydrogen production is also lower for PV at 4.23 $/kgH2, compared to 4.95 $/kgH2 for the CSP plant, while the hybrid system of PV and CSP leads to a production cost of 4.57 $/kgH2. However, the CSP tower system has lower lifecycle GHG emissions of 10.8 gCO2eq/kWh compared to 35.4 gCO2eq/kWh for solar PV and requires a lower land area at 0.75 m2/MWh as compared to 1.04 m2/MWh for PV. The transition to solar PV or solar CSP tower systems can also lead to a substantial reduction in CO2 emissions during the operational lifetime by a maximum of 3.65 million tons for fuel-oil plants and 3.22 million tons for natural gas plants, resulting in carbon credit gains of $ 22.9 million and $ 20.2 million, respectively. The sensitivity analysis indicates that the cost of hydrogen (LCOH) is highly responsive to changes in Capital Expenditure (CAPEX) and Cost of Electricity (LCOE). A 20% increase in CAPEX leads to a 14.8% rise in LCOH for the PV scenario, while a 20% increase in LCOE results in an 8.9% increase in LCOH for the CSP scenario. Conversely, the LCOH exhibits low sensitivity to changes in the inflation rate and discount rate, with increases of up to 20% causing only minor fluctuations in LCOH, peaking at 2.03% for the PV configuration and 2.9% for the CSP configuration.