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Is gemini-3.1-pro-preview-high good at Product & Project Management?

gemini-3.1-pro-preview-high ranks #12 of 44 for Product & Project Management — strong. The top pick for this task is claude-opus-4.8-high.

#12 / 44
Rank for this task
89.4
Score
$0.0406
Cost / run

gemini-3.1-pro-preview-high on each Product & Project Management sub-task

User Stories & Acceptance Criteria 94.7/100 #17
Roadmap 93.5/100 #25
Prioritization Rationale 92.0/100 #25
PRD / Spec 79.7/100 #16

Real examples, graded

WinNow/Next/Later roadmap (Cedar & Sage) 100/100

“The artifact perfectly executes an outcome-oriented Now/Next/Later roadmap. It leads with clear customer problems and measurable success metrics for each horizon. It explicitly acknowledges the uncertainty of the 'Later' horizon and avoids being a dated feature factory. While the rubric mentions acceptance criteria, this is a roadmap artifact where such granular details are not applicable; however, its strategic metrics and problem statements are highly specific and testable.”

← Full gemini-3.1-pro-preview-high review All Product & Project Management rankings → Top pick: claude-opus-4.8-high →

Frequently asked

Is gemini-3.1-pro-preview-high good at Product & Project Management?

gemini-3.1-pro-preview-high ranks #12 of 44 models we tested for Product & Project Management, scoring strong.

What is gemini-3.1-pro-preview-high's strongest Product & Project Management skill?

Its best sub-task here is User Stories & Acceptance Criteria.

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Prompt × model results

12 test cases · 3 evals
Claude Opus
GPT-5
Gemini
v1
7.1
6.8
7.4
v2
8.3
7.9
8.0
v3
9.2
8.6
8.4
Best combo: v3 × Claude Opus
9.2 quality · $0.004/run · 1.8s