General confidence:
* Over-confident: Too confident, arrogant
* Under-confident: Lacking confidence, timid
* Self-confident: Confident in oneself
* Highly-confident: Very confident
Other specific prefixes:
* Un-confident: Not confident, lacking assurance
* In-confident: Not confident, lacking self-belief
* Re-confident: Becoming confident again, regaining confidence
* Pre-confident: Feeling confident before an event
The best prefix will depend on the context of your sentence and the meaning you want to express.