Gemini 3.1 Flash-Lite Preview

by Google

Gemini 3.1 Flash-Lite Preview is an earlier preview release of Google's newest-generation Lite model, preceding the stable GA version. It provides multimodal input across text, images, video, audio, and PDFs, with a 1M-token context and a low-latency design for high-frequency tasks. It supports structured outputs, function calling, code execution, and search grounding. This preview variant is useful for early testing and feature validation before moving to the general availability release, or where you have integration needs tied to the preview timeframe. For production deployments, use the GA version, Gemini 3.1 Flash Lite.

Key info

Input
Output
Features
Context window
1M
Max output
66K

Best for

How Gemini 3.1 Flash-Lite Preview scores on each use case.

Benchmarks

Independent benchmark scores: the Intelligence Index and the individual evaluations behind it, grouped by skill.

Global rank#51 of 508 LLMs
TierEfficient
Output speed315 tok/s
Intelligence Index6.2
Coding
FrontierCode 2.0
1%
Terminal-Bench 4.0
1%
SciCode
43%
Agentic & knowledge work
AutomationBench
7%
GDPval
0%
GDP.pdf
8%
Briefcase (Elo)208
Terminal-Bench Hard
24%
τ²-Bench Telecom
31%
Science & reasoning
Terminal-Bench Science
0%
CritPt (hard)
3%
HLE Diamond
9%
Humanity's Last Exam
17%
GPQA Diamond
82%
Long-context reasoning
74%
Knowledge
Omniscience-24.1
MMMU-Pro
76%
Math & instruction following
IFBench
77%
By domain
Finance & accounting
12.1
Legal
14.7
Healthcare & medical
10.6
Engineering
14.6
Economics
13.7
Strategy & operations
10.5

Available routes

No routes currently available — Gemini 3.1 Flash-Lite Preview isn't routed through the Opper gateway right now. It may return.

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