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Is Gemini 3.1 Flash Lite good at Summarization & Meeting Notes?

Gemini 3.1 Flash Lite ranks #26 of 44 for Summarization & Meeting Notes — excellent. The top pick for this task is claude-opus-4.5.

#26 / 44
Rank for this task
95.0
Score
$0.0133
Cost / run

Gemini 3.1 Flash Lite on each Summarization & Meeting Notes sub-task

Faithfulness Under Pressure 100.0/100 #1
Messy Transcript 100.0/100 #1
Transcript Q&A 99.7/100 #34
Executive Summary 93.4/100 #25
Action-Item Extraction 81.0/100 #37

Real examples, graded

WinNorthwind pipeline review 100/100

“The model perfectly captured all outcomes, corrected figures, and reversed decisions. It accurately preserved the uncertainty around the usage report and dataset cleanup without hallucinating any owners or dates.”

WinFerrovia Q2 business review 100/100

“The summary is flawless. It perfectly captures the SOC 2 blocker and Yuki's action item, explicitly records that no decision was made on packaging (preserving the lack of consensus), and correctly notes the distinction between the Meridian new deal and renewal. It is concise, well-bucketed, and neutral.”

WinNorthwind leadership offsite (long, dense) 100/100

“The model perfectly captures all decisions, non-decisions, and action items without any hallucinations or distortions. It correctly identifies the $24k ARR, the deferred pricing and hiring, the SOC 2 blocker, and the unassigned dataset cleanup, while ignoring the sarcastic tangent.”

← Full Gemini 3.1 Flash Lite review All Summarization & Meeting Notes rankings → Top pick: claude-opus-4.5 →

Frequently asked

Is Gemini 3.1 Flash Lite good at Summarization & Meeting Notes?

Gemini 3.1 Flash Lite ranks #26 of 44 models we tested for Summarization & Meeting Notes, scoring excellent.

What is Gemini 3.1 Flash Lite's strongest Summarization & Meeting Notes skill?

Its best sub-task here is Faithfulness Under Pressure.

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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