There are a variety of signs that your vehicle needs new spark plugs, including but not limited to: engine misfires, increased fuel consumption, loud idle engine, poor acceleration, low horsepower or a check engine light. Some automotive manufacturers suggest leaving the engine running for a few minutes to listen for abnormal sounds.