Is Gemini 3.1 Flash Lite good at Research & Competitive Analysis?
Gemini 3.1 Flash Lite ranks #43 of 44 for Research & Competitive Analysis — weak. The top pick for this task is claude-opus-4.8-low.
Gemini 3.1 Flash Lite on each Research & Competitive Analysis sub-task
| Grounded Synthesis | 100.0/100 | #2 |
| SWOT & Strategy | 64.5/100 | #36 |
| Market Sizing | 42.0/100 | #42 |
| Competitive Teardown | 29.5/100 | #28 |
Real examples, graded
WinSpecific, actionable SWOT (Cedar & Sage) 100/100
“The model strictly adhered to the provided facts without fabricating any metrics or external information. It successfully separated the given facts from its strategic inferences and proposed specific, actionable steps for each point in the SWOT analysis, avoiding generic boilerplate entirely.”
Frequently asked
Is Gemini 3.1 Flash Lite good at Research & Competitive Analysis?
Gemini 3.1 Flash Lite ranks #43 of 44 models we tested for Research & Competitive Analysis, scoring weak.
What is Gemini 3.1 Flash Lite's strongest Research & Competitive Analysis skill?
Its best sub-task here is Grounded Synthesis.
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Prompt × model results
12 test cases · 3 evals