Guy Bourgouin has cast 76 recorded division votes in the current parliament, voting yea on 29 (38%) and nay on 43 (57%). Bourgouin was absent for 4 votes (5% 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 76 votes, 46 were on bills and 26 were procedural motions. Opposition members typically show lower majority-alignment rates, as they vote against government bills.