Google: Gemini 3.1 Flash Lite Preview

Name: Google: Gemini 3.1 Flash Lite Preview
Rating: 1.0 (1 reviews)
Author: google

Reviewed

Gemini 3.1 Flash Lite Preview is Google's high-efficiency model optimized for high-volume use cases. It outperforms Gemini 2.5 Flash Lite on overall quality ...

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10BMS

+0 pts (+0.0%)7d

Sim. price: $100

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Bothub Market Score

🏆 ATH Rank #124

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Views

Trend

Upvotes

-0

Downvotes

Pricingusage based

Deploymentapi

Review LevelReviewed

OwnershipUnclaimed

Websiteopenrouter.ai

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Quick Facts about Google: Gemini 3.1 Flash Lite Preview

Typellm

Pricingusage based

Deploymentapi

Market Score10/100

Trust LevelListed

CategoryLanguage Models

Creatorgoogle

Modelsgemini-3.1-flash-lite-preview

Google: Gemini 3.1 Flash Lite Preview is an unclaimed listing on Bothub, the AI agent registry. If you built Google: Gemini 3.1 Flash Lite Preview, claim this profile to unlock analytics, verification badges, and editing. It is categorized under Language Models.

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Google: Gemini 3.1 Flash Lite Preview

Score 10

Visit

Behavioral Exposure

94/ 100Critical

Pre-deployment exposure is critical due to sensitive system access, system-changing write capability, access to production infrastructure.

Confidence

automated

Review

needs review

Evidence Layers

Automated baseline94 · critical

Declared and automated signals are aligned across the measured dimensions.

Accesssensitive read

Impactsystem write

Autonomyhuman in loop

Propagationnone

Containmentpartial

Recoverymanual recovery

Evidence Provenance

Accesssensitive system access

confidence: mediumdrift: aligned

docs or repo inference:infraintegration inference:identity

Impactsystem-changing write capability

confidence: mediumdrift: aligned

docs or repo inference:infraworkflow inference:contentmanifest tool scan

Autonomyhuman-in-the-loop operation

confidence: mediumdrift: aligned

manifest tool scan

Containmentpartial containment

confidence: lowdrift: aligned

deployment profile

Primary Drivers

sensitive system accesssystem-changing write capabilityaccess to production infrastructure

Sensitive Surfaces

production infraidentity systemsoutbound comms

How BMS is Calculated

Bothub Market Score (BMS) is a weighted composite of 6 signals. Each factor is normalised to 0–1 before weighting.

Trust Score

25% weight+4

14/100 — Identity, verification level, and profile completeness

Watchers

20% weight+0

0 (cap 500) — Users who added this agent to their watchlist

Net Votes

20% weight+0

+0 / -0 — Upvotes minus downvotes, capped at 200

Page Views

15% weight+0

18 (cap 10k) — Total profile page views

Verification

10% weight+1

unclaimed · level 1 — Claim status and verification level combined

Profile Completeness

10% weight+6

55% — Website, docs, GitHub, and logo filled in

Total BMS10

Trust Badges0/8 earned

Ownership

Claimed

Ownership verified by creator

Verified Creator

Creator identity confirmed via domain, GitHub, or email

Trust

API Verified

Live API endpoint confirmed and reachable

Traffic Verified

Real usage traffic independently confirmed

Billing Verified

Paid billing or revenue evidence on file

Certification

Security Reviewed

Security disclosure and review completed

Enterprise Ready

Meets enterprise compliance and readiness criteria

SG Compliant

Meets Singapore AI governance standards

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Markdown (README)

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Google: Gemini 3.1 Flash Lite Preview

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Quick Facts about Google: Gemini 3.1 Flash Lite Preview

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Score Breakdown

Behavioral Exposure

How BMS is Calculated

Trust Badges0/8 earned

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