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  1. Home
  2. /Model
  3. /Google
  4. /gemini-3.5-flash
Google
Gemini 3.5 Flash
$ 
Gemini 3.5 Flash is a high-throughput multimodal model from Google, featuring a 1M token context window and native audio/video reasoning. Built for speed and efficiency, it delivers elite performance for long-document QA and real-time analysis.

Modalities

Input: TextInput: ImageInput: Document
Output: Text

/

Context

API Usage Examples
$ 
curl --request POST "https://gptproto.com/v1/chat/completions" \
  --header "Authorization: Bearer $GPTPROTO_API_KEY" \
  --header "Content-Type: application/json" \
  --data '{
    "model": "gemini-3.5-flash",
    "messages": [
      {
        "role": "user",
        "content": "Hello"
      }
    ]
  }'
Gemini 3.5 Flash pricing

Chat, coding agents & document work. Priced per 1M tokens — input, cached input and output are billed separately. GPTProto is 40% below official rates.

Your usage

Google · ≈ 148M tokens/mo (48M cached)

OpenRouter
List + 5.5% credit fee
$248.14
per month
Input (non-cached)$50.64
Cache read$7.5959
Output$189.90
Google
Direct from Google (list price)
$235.20
per month
Input (non-cached)$48
Cache read$7.2
Output$180
BEST VALUE
GPTProto
40% off official
$141.12
per month
After discount$141.12
Effective$141.12
Monthly cost by source
OpenRouter
$248.14
Google
$235.20
GPTProto
$141.12
Save $94.08 / month
on GPTProto vs Google (−40%)
Annual savings ≈ $1128.96 · pay as you go

OpenRouter costs include its ~5.5% credit purchase fee. GPTProto applies a per-model discount (10–30% off) and your bonus credits are also spent at discounted rates — savings compound. Estimates assume a 60% cache hit rate.

Related Models
All Models
Gemini 3.5 Flash
Current
$ 
byGoogle1.05M context$0.9/M input$5.4/M output
DeepSeek Flash
$ 
byDeepSeek$0.3/M input$1.2/M output
Hy4 Preview
$ 
byHunyuan1.05M context$0.7923/M input$2.376/M output
GPT 6 Astra
$ 
byOpenAI1.05M context$8/M input$40/M output
Gemini 3.8 Flash
$ 
byGoogle1.05M context$0.9/M input$4.5/M output
Claude Fable 5.1
$ 
byClaude1M context$9/M input$45/M output
Qwen3.8 Max 0902
$ 
byQwen1M context$1.8/M input$5.4/M output
GLM 5.3 Flash
$ 
byZ-AI1.31M context$0.15/M input$0.5/M output
DeepSeek v4 Flash Vision Exp
$ 
byDeepSeek1.05M context$0.3/M input$1.2/M output
GLM 5.3
$ 
byZ-AI1.31M context$1.26/M input$3.96/M output
Gemini 3.7 Flash
$ 
byGoogle1.05M context$0.9/M input$4.5/M output
Grok 4.6
$ 
byGrok500K context$1.2/M input$3.6/M output
Qwen3.8 Max
$ 
byQwen1M context$1.8/M input$5.4/M output
Claude Opus 5
$ 
byClaude1M context$4.5/M input$22.5/M output
Gemini 3.6 Flash
$ 
byGoogle1.05M context$0.9/M input$4.5/M output
Gemini 3.5 Flash Lite
$ 
byGoogle1.05M context$0.18/M input$1.5/M output
Kimi K3
$ 
byMoonshotAI1.05M context$2.7/M input$13.5/M output
GPT 5.6 Luna
$ 
byOpenAI1.05M context$0.16/M input$0.96/M output
GPT 5.6 Terra
$ 
byOpenAI1.05M context$1.6/M input$9.6/M output
Grok 4.5
$ 
byGrok500K context$1.2/M input$3.6/M output
Claude Sonnet 5
$ 
byClaude1M context$1.8/M input$9/M output
Minimax M3
$ 
byMiniMax1.05M context$0.48/M input$0.96/M output
GLM 5.2
$ 
byZ-AI1.05M context$1.26/M input$3.96/M output
Qwen3.7 Max
$ 
byQwen1M context$0.36/M input$1.44/M output
DeepSeek v4 Flash
$ 
byDeepSeek1.05M context$0.3/M input$1.2/M output
Grok 4.3
$ 
byGrok1M context$0.75/M input$1.5/M output
Kimi K2.6
$ 
byMoonshotAI262K context$0.855/M input$3.6/M output
Gemini 3.1 Flash Lite Preview
$ 
byGoogle1.05M context$0.15/M input$0.9/M output
Minimax M2.5
$ 
byMiniMax205K context$0.24/M input$0.96/M output
Gemini 3.1 Pro Preview
$ 
byGoogle1.05M context$1.2/M input$7.2/M output
Kimi K2.5
$ 
byMoonshotAI262K context$0.54/M input$2.7/M output
Doubao Seed 1.6 Thinking (Build 250715)
$ 
byBytedance262K context$0.0971/M input$0.9714/M output
Doubao Seed 1.6 Thinking (Build 250615)
$ 
byBytedance262K context$0.0971/M input$0.9714/M output
Doubao Seed 1.6 Flash (Build 250615)
$ 
byBytedance262K context$0.0182/M input$0.1821/M output
ModelInput → Output
Gemini 3.5 FlashCurrent
$ 
1.05M$0.90 / $5.40 per 1M$0.60 / $0.09 per 1M
Input: TextInput: ImageInput: Document
Output: Text
DeepSeek Flash
$ 
——$0.30 / $1.20 per 1M— / $0.006 per 1M
Input: TextInput: Image
Output: Text
Hy4 Preview
$ 
1.05M$0.79 / $2.38 per 1M— / $0.04 per 1M
Input: Text
Output: Text
GPT 6 Astra
$ 
1.05M$8.00 / $40.00 per 1M$10.00 / $0.80 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Gemini 3.8 Flash
$ 
1.05M$0.90 / $4.50 per 1M$0.60 / $0.09 per 1M
Input: TextInput: ImageInput: VideoInput: DocumentInput: Audio
Output: Text
Claude Fable 5.1
$ 
1M$9.00 / $45.00 per 1M$11.25 / $0.23 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Qwen3.8 Max 0902
$ 
1M$1.80 / $5.40 per 1M$2.25 / $0.23 per 1M
Input: TextInput: ImageInput: VideoInput: DocumentInput: Audio
Output: Text
GLM 5.3 Flash
$ 
—1.31M$0.15 / $0.50 per 1M— / $0.03 per 1M
Input: TextInput: ImageInput: VideoInput: Document
Output: Text
DeepSeek v4 Flash Vision Exp
$ 
—1.05M$0.30 / $1.20 per 1M— / $0.006 per 1M
Input: TextInput: Image
Output: Text
GLM 5.3
$ 
1.31M$1.26 / $3.96 per 1M— / $0.23 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Gemini 3.7 Flash
$ 
1.05M$0.90 / $4.50 per 1M$0.60 / $0.09 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Grok 4.6
$ 
500K$1.20 / $3.60 per 1M— / $0.30 per 1M
Input: TextInput: Image
Output: Text
Qwen3.8 Max
$ 
1M$1.80 / $5.40 per 1M$2.25 / $0.23 per 1M
Input: TextInput: ImageInput: VideoInput: Document
Output: Text
Claude Opus 5
$ 
1M$4.50 / $22.50 per 1M$5.63 / $0.45 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Gemini 3.6 Flash
$ 
1.05M$0.90 / $4.50 per 1M$0.60 / $0.09 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Gemini 3.5 Flash Lite
$ 
1.05M$0.18 / $1.50 per 1M$0.60 / $0.02 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Kimi K3
$ 
1.05M$2.70 / $13.50 per 1M$0.27 / $0.27 per 1M
Input: TextInput: ImageInput: Document
Output: Text
GPT 5.6 Luna
$ 
1.05M$0.16 / $0.96 per 1M$0.20 / $0.02 per 1M
Input: TextInput: ImageInput: Document
Output: Text
GPT 5.6 Terra
$ 
1.05M$1.60 / $9.60 per 1M$2.00 / $0.16 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Grok 4.5
$ 
500K$1.20 / $3.60 per 1M$0.30 / $0.30 per 1M
Input: TextInput: Image
Output: Text
Claude Sonnet 5
$ 
1M$1.80 / $9.00 per 1M$2.25 / $0.18 per 1M
Input: TextInput: Document
Output: Text
Minimax M3
$ 
1.05M$0.48 / $0.96 per 1M$0.10 / $0.10 per 1M
Input: TextInput: ImageInput: Document
Output: Text
GLM 5.2
$ 
1.05M$1.26 / $3.96 per 1M$0.23 / $0.23 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Qwen3.7 Max
$ 
1M$0.36 / $1.44 per 1M$0.07 / $0.07 per 1M
Input: TextInput: Document
Output: Text
DeepSeek v4 Flash
$ 
—1.05M$0.30 / $1.20 per 1M— / $0.006 per 1M
Input: Text
Output: Text
Grok 4.3
$ 
1M$0.75 / $1.50 per 1M$0.12 / $0.12 per 1M
Input: TextInput: Image
Output: Text
Kimi K2.6
$ 
262K$0.85 / $3.60 per 1M$0.14 / $0.14 per 1M
Input: TextInput: Document
Output: Text
Gemini 3.1 Flash Lite Preview
$ 
1.05M$0.15 / $0.90 per 1M$0.60 / $0.01 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Minimax M2.5
$ 
205K$0.24 / $0.96 per 1M$0.30 / $0.02 per 1M
Input: TextInput: Document
Output: Text
Gemini 3.1 Pro Preview
$ 
1.05M$1.20 / $7.20 per 1M$2.70 / $0.12 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Kimi K2.5
$ 
262K$0.54 / $2.70 per 1M$0.09 / $0.09 per 1M
Input: TextInput: Document
Output: Text
Doubao Seed 1.6 Thinking (Build 250715)
$ 
262K$0.10 / $0.97 per 1M—
Input: TextInput: Image
Output: Text
Doubao Seed 1.6 Thinking (Build 250615)
$ 
262K$0.10 / $0.97 per 1M—
Input: TextInput: Image
Output: Text
Doubao Seed 1.6 Flash (Build 250615)
$ 
262K$0.02 / $0.18 per 1M—
Input: TextInput: Image
Output: Text

Key Features of Gemini 3.5 Flash

Discover the technical advantages that make Gemini 3.5 Flash a leader in high-speed, long-context multimodal AI development.

1M Token Context Window

Analyze massive datasets, entire libraries, or hour-long videos with near-perfect retrieval across a million-token window.

Native Multimodal Reasoning

Reason across text, images, audio, and video frames natively without losing temporal data or requiring external encoders.

Ultra-Low Latency Inference

Optimized for speed, delivering rapid time-to-first-token performance ideal for real-time chatbots and high-speed agents.

Cost-Efficient Context Caching

Reduce costs by 90% for repetitive queries by caching large datasets, making long-context workflows sustainable at scale.

Gemini 3.5 Flash API: Common Questions

Find expert answers about Gemini 3.5 Flash performance, pricing, and integration to help you build faster, high-context AI applications.

What makes Gemini 3.5 Flash different from Pro?

While Gemini 3.5 Flash and Pro both offer massive context windows, Flash is specifically optimized for throughput and latency. It delivers a time-to-first-token that is significantly faster than the Pro version, making it better for real-time applications like customer support bots. It handles multimodal inputs natively but at a much lower cost point, sacrificing a small amount of deep reasoning for extreme speed across large-scale tasks.

How reliable is the 1M token context window?

Gemini 3.5 Flash achieves 99%+ recall in 'Needle In A Haystack' tests across its entire context window. This means the model can accurately find and reason over specific information buried in hundreds of pages of text or an hour of video. It outperforms almost all sub-200k token models for large-scale document analysis and complex codebase queries, ensuring you don't lose critical details even in the most data-heavy conversational prompts.

Can I process video and audio directly?

Yes, Gemini 3.5 Flash is natively multimodal. Unlike other models that require separate transcription or image-to-text steps, Gemini processes audio and video frames directly. This allows it to capture nuances like background noise, emotional tone, and temporal changes in video sequences. You can upload up to an hour of video or large audio files and ask questions about specific timestamps as if it were a standard text-based interaction.

How does the context caching work?

Context caching allows you to store frequently used data—like a large documentation library or a massive codebase—on the server. When you send new queries against this cached data, you receive a 50% discount on input tokens and significantly reduced latency. This is a game-changer for businesses running repetitive analysis on the same large datasets, as it slashes operational costs by up to 90% over time for high-volume agentic workflows.

Is my data used to train Google's models?

No. When you access Gemini 3.5 Flash through our enterprise API, your data is protected. We ensure that none of the prompts, files, or outputs processed through GPTProto.com are used to train Google’s underlying models or our own systems. This allows you to build secure, privacy-compliant applications for sensitive industries like legal, healthcare, and finance without worrying about data leakage or proprietary information being exposed.

How do I switch from GPT-4o-mini to Gemini?

Migrating is simple because our API is OpenAI-compatible. You only need to update your base URL and change the model name to gemini-3.5-flash. Most system instructions and function calling structures are 1:1 compatible. By switching, you gain access to a much larger context window and native video processing at a competitive price point, often with lower latency for high-throughput production workloads and complex data extraction tasks.

GPT Proto

Empowering AI Innovation with Global Scale and Stability:

With our flagship product GPT Proto, we offer a unified interface to access and combine APIs from the world's leading AI providers—spanning text, vision, speech, and beyond. We empower developers and enterprises to simplify integration and accelerate innovation without limits.

Global Infrastructure, Local Compliance:

To ensure enterprise-grade reliability and compliance, Talent Tech Global Limited operates specifically as our global Billing and Contracting Entity. Meanwhile, our core technical infrastructure and R&D teams are strategically distributed across global innovation hubs, including Silicon Valley, Singapore, and Hong Kong.

Built to Scale:

We understand that stability is paramount. Our platform is built on a robust, decentralized architecture supporting dynamic Auto-scaling. Whether you are running a pilot or handling millions of concurrent requests, our system expands instantly to meet demand—guaranteeing that your business never outgrows our infrastructure.

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  • AI Skills

Features

  • AI Cat Dance Video Generator
  • AI Story Board Generator
  • Unrestricted AI Video Generator
  • Cute Wallpaper Generator
  • AI French Kissing Generator
  • AI Age Filter
  • AI Packaging Design Generator
  • Anime to Real Life AI
  • Anime AI Art Generator
  • AI Object Remover
  • AI Image Editor
  • AI Motion Transfer
  • AI Watermark Remover
  • AI Image Enhancer Online
  • Online Background Remover Tool
  • AI Face Swap Image
  • AI Passport Photo Maker
  • MS Paint AI Generator
  • AI Clothes Remover
  • Unrestricted AI Image Generator
Explore all features >

LLM

  • DeepSeek Flash
  • GLM 5.3
  • Claude Fable 5
  • DeepSeek v4 Pro
  • Gemini 3.7 Flash
  • Grok 4.6
  • Hy4 Preview
  • GPT 6 Astra
  • Gemini 3.8 Flash
  • Claude Fable 5.1
  • Qwen3.8 Max 0902
  • GLM 5.3 Flash
  • DeepSeek v4 Flash Vision Exp
  • Qwen3.8 Max
  • Claude Opus 5
  • Gemini 3.6 Flash
  • Gemini 3.5 Flash Lite
  • Kimi K3
  • GPT 5.6 Luna
  • GPT 5.6 Terra
Explore all models >

Image

  • GPT Image 2.5 Sunburst
  • GPT Image 2
  • Nano Banana Pro (Gemini 3 Pro Image)
  • Nano Banana 2 (Gemini 3.1 Flash Image)
  • Midjourney
  • GPT Image 2.5 Flare
  • Grok Imagine Image 2.0
  • Seedream 5.0 Pro (Build 260628)
  • Nano Banana 2 Lite (Gemini 3.1 Flash-Lite Image)
  • Nano Banana 2 (Gemini 3.1 Flash Image)
  • Seedream 5.0 (Build 260128)
  • Doubao Seedream 5.0 (Build 260128)
  • Vidu Q2
  • Grok Imagine Image
  • Kling Image O1
  • GPT Image 1.5
  • Seedream 4.5 (Build 251128)
  • Doubao Seedream 4.5 (Build 251128)
  • Grok Imagine 0.9
  • Qwen Image Lora
Explore all models >

Video

  • Minimax H3
  • Seedance 2.5 (Build 260628)
  • Seedance 2.0 (Build 260128)
  • Seedance 2.0 Mini (Build 260615)
  • Kling v3.0 4k
  • Vidu Q3 Turbo
  • Wan 3.0
  • Kling v3 Omni 4k
  • Seedance 2.0 Fast (Build 260128)
  • Vidu 2.0
  • Doubao Seedance 2.0 (Build 260128)
  • Doubao Seedance 2.0 Fast (Build 260128)
  • Kling v3 Omni Pro
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  • Kling v3.0 Pro
  • Kling v3.0 Std
  • Vidu Q3 Pro
  • Kling v2.6 Std
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  • Vidu Q2 Turbo
Explore all models >

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