In short
Different models and presentation — disagreement is normal.
Different sites ingest different models, update on different schedules, and draw maps with different smoothing. Two honest forecasts can disagree by several knots or an hour of sea-breeze timing.
Use more than one source when the session matters, and learn how your local spots usually bias versus the chart.