Google Gemini 3.8 Flash: AI مدل‌ها

Generate text and analyze images with Google Gemini 3.8 Flash. Fast, low-cost multimodal chat and reasoning. Try free — pay per generation.

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نمای کلی

مدل‌ها

Gemini 3.8 Flash is Google's latest high-speed multimodal language model, built for real-time chat, coding, and agentic workloads. It accepts text and image inputs in a single request, supports a configurable system prompt, and offers adjustable reasoning depth for balancing latency against thoroughness. Its large context window and low latency make it a strong fit for production chat assistants, document summarization, and coding copilots that need fast, cheap responses at scale. For heavier reasoning workloads that need a larger context or deeper multi-step logic, see Gemini 3.1 Pro or Gemini 3 Pro.

1Conversational Assistants: Power fast, low-latency multi-turn chat experiences for support bots and in-app assistants.
2Document Summarization: Condense long text or scanned/photographed documents (via image_url) into concise summaries.
3Coding Copilots: Generate and explain code snippets, debug error messages, and answer technical questions quickly.
4Content Moderation & Classification: Tag, screen, or route incoming text and images at high volume and low per-call cost.
5Visual Q&A: Answer natural-language questions about an uploaded image without needing a separate vision pipeline.
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قیمت‌گذاری و ارزش

تحلیل هزینه

muapiapp$2.50/M ورودی, $12.50/M خروجی

Token-based billing. Minimum $0.0002 per call.

Fal.aiدر دسترس نیست

No dedicated Gemini 3.8 Flash endpoint at this time.

Replicateدر دسترس نیست

No dedicated Gemini 3.8 Flash endpoint at this time.

** مدل‌ها。

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مشخصات فنی

طرح پیکربندی

پرامپت (دستور متنی)string

تنظیم پارامتر The user message or instruction for the model. جهت هدایت دقیق فرآیند تولید مدل.

مقدار پیش‌فرضSummarize the key points of the attached image.
آدرس اینترنتی تصویرstring

تنظیم پارامتر Optional image URL to include as multimodal input. جهت هدایت دقیق فرآیند تولید مدل.

مقدار پیش‌فرضundefined
پرامپت سیستمیstring

تنظیم پارامتر Optional system-level instruction to guide model behavior. جهت هدایت دقیق فرآیند تولید مدل.

مقدار پیش‌فرضYou are a helpful assistant that responds concisely.
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راهنمای پیاده‌سازی

مستندات توسعه‌دهندگان

Standard (Async)

POST /api/v1/gemini-3-8-flash — returns a request_id; poll for the result via /api/v1/predictions/{id}/result.

Streaming (SSE)

POST /api/v1/gemini-3-8-flash/stream — returns a live Server-Sent Events stream (Content-Type: text/event-stream) with incremental text chunks as the model generates its response.

cURL Example

curl -X POST "https://api.muapi.ai/api/v1/gemini-3-8-flash" \
  -H "Authorization: Bearer $YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "prompt": "Summarize the key differences between REST and GraphQL APIs.",
    "system_prompt": "You are a concise technical writer."
  }'

پرسش‌های متداول

سوالات پرتکرار

What is Gemini 3.8 Flash?

Gemini 3.8 Flash is Google's fast, cost-efficient multimodal language model for text and image understanding, tuned for real-time chat, summarization, and coding assistance.

How is pricing calculated for Gemini 3.8 Flash?

Pricing is token-based at $2.50 per million input tokens and $12.50 per million output tokens, with a minimum charge of $0.0002 per call.

Does Gemini 3.8 Flash support image inputs?

Yes. Pass an image_url alongside your prompt to ask questions about, summarize, or describe an image in the same request.

Can I set a system prompt?

Yes, use the system_prompt field to steer the model's tone, persona, or response format across the conversation.

How do I choose between the async and streaming endpoints?

Use the streaming endpoint (/gemini-3-8-flash/stream) for interactive chat UIs where the user should see the response appear token-by-token. Use the async endpoint (/gemini-3-8-flash) for background jobs, batch processing, and workflow automation.

What's the difference between Gemini 3.8 Flash and Gemini 3.7 Flash?

Both are fast multimodal chat models in the same family; Gemini 3.8 Flash is Google's newer release with improved reasoning and response quality at the same input/output field structure, so existing integrations built for 3.7 Flash migrate over with no code changes beyond the endpoint name.