Guy Bourgouin has cast 110 recorded division votes in the current parliament, voting yea on 40 (36%) and nay on 62 (56%). Bourgouin was absent for 8 votes (7% of all divisions). Bourgouin voted with the winning majority 18% of the time.

In the February 2025 election, Bourgouin won Mushkegowuk—James Bay with 45.44% of the vote, a swing margin of +0.1% over Dave Plourde (PC, 45.33%). Turnout in the riding was 41.4%.

Of the 110 votes, 71 were on bills and 31 were procedural motions. Opposition members typically show lower majority-alignment rates, as they vote against government bills.