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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

Gemini 3.1 Flash-Lite represents Google’s newest addition to the Gemini 3 family, built specifically for speed and affordability at scale. Engineered for developers managing high-frequency workloads, the model balances performance and cost efficiency without sacrificing quality. It is competitively priced at $0.25 per million input tokens and $1.50 per million output tokens, making it accessible for large production deployments. Compared to Gemini 2.5 Flash, it delivers substantially faster responses, including a 2.5x improvement in time to first token and a 45% boost in output speed. Benchmark evaluations show strong results, with an Elo score of 1432 and leading scores in reasoning and multimodal understanding tests. The model rivals or surpasses similarly tiered competitors while even outperforming some previous-generation Gemini models. A key feature is its adjustable reasoning control, enabling developers to fine-tune how much computational “thinking” is applied to each request. This flexibility makes it ideal for both lightweight tasks like translation and more complex use cases such as dashboard generation or simulation design. Early enterprise adopters have praised its ability to follow instructions accurately while handling complex inputs efficiently. Gemini 3.1 Flash-Lite is currently rolling out in preview within Google AI Studio and Vertex AI for enterprise customers.

Description

Seed2.0 Lite belongs to the Seed2.0 lineup from ByteDance, which encompasses versatile multimodal AI agent models engineered to tackle intricate, real-world challenges while maintaining a harmonious balance between efficiency and performance. This model boasts superior multimodal comprehension and instruction-following skills compared to its predecessors in the Seed series, allowing it to effectively interpret and analyze text, visual components, and structured data for use in production environments. Positioned as a mid-sized option within the family, Lite is fine-tuned to provide high-quality results with quick responsiveness at a reduced cost and faster inference times than the Pro version, while also enhancing the capabilities of earlier models. Consequently, it is well-suited for applications that demand consistent reasoning, extended context comprehension, and the execution of multimodal tasks without necessitating the utmost raw performance levels. Moreover, this accessibility makes Seed2.0 Lite an attractive choice for developers seeking efficiency alongside capabilities in their AI solutions.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Claw Code Yes 
EaseMate AI Yes 
F# Yes 
Forge Code Yes 
Gemini 3.1 Flash Image Yes 
Gemini 3.8 Flash TTS Yes 
Gemini Code Assist Yes 
Gemini Enterprise Agent Platform Notebooks Yes 
GitHub Copilot Yes 
Google Workspace Studio Yes 
HTML Yes 
Java Yes 
JetBrains Junie Yes 
PHP Yes 
Replit Yes 
Scala Yes 
Shiori Yes 
Transor Yes 
Vivgrid Yes 
iMini Yes 

Integrations

Claw Code Yes 
EaseMate AI No 
F# No 
Forge Code No 
Gemini 3.1 Flash Image No 
Gemini 3.8 Flash TTS No 
Gemini Code Assist No 
Gemini Enterprise Agent Platform Notebooks No 
GitHub Copilot No 
Google Workspace Studio No 
HTML No 
Java No 
JetBrains Junie No 
PHP No 
Replit No 
Scala No 
Shiori No 
Transor No 
Vivgrid No 
iMini No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial Yes 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Google

Founded

1998

Country

United States

Website

gemini.google.com

Vendor Details

Company Name

ByteDance

Founded

2012

Country

China

Website

seed.bytedance.com/en/seed2

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