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Qwen3.8 Omni Flash

Qwen3.8 Omni Flash (qwen/qwen3.8-omni-flash) is a multimodal language model from Qwen on the OceanToken API at $0.15 per 1M input tokens and $0.47 per 1M output tokens, with a 984K-token context window and reasoning, tool calling, structured outputs, image input and audio input.

Context window
984K tokens
Max output
131K tokens
Input
text + image + audio + video
Output
text

LearnWhat Qwen3.8 Omni Flash is and what it can do

What is Qwen3.8 Omni Flash?

Qwen3.8 Omni Flash is an omni-modal reasoning model from Alibaba, the first Qwen model built around agentic capabilities with native audio-video understanding.

Per 1M input / output tokens
$0.15 / $0.47

Starting price

Context window
984K

Up to 131K output per reply

Input
text + image + audio + video

Output: text

What Qwen3.8 Omni Flash can do

  • Multi-step reasoning

  • Tool-using agents

  • Structured outputs (JSON)

  • Image understanding

CompareHow its price and specs stack up

Qwen3.8 Omni Flash vs similar models: price

What you pay for Qwen3.8 Omni Flash and the models most like it: the same kind of work, from the families we feature, priced within about three times of it.

Per 1M tokens, half input and half outputPrices as of November 5, 2026.
  1. Qwen3.8 Omni FlashQwen

    • Price$0.31
  2. GPT-6 LunaOpenAI

    • Official$0.30
    • Tier 1–3$0.27 −10%
  3. DeepSeek V4.1 Flash (1017)DeepSeek

    • Official$0.75
    • Tier 1$0.525 −30%
    • Tier 2$0.488 −35%
    • Tier 3$0.45 −40%
  4. GLM 5.3 FlashZ.ai

    • Official$0.325
    • Tier 1–3$0.325
  5. MiniMax M3MiniMax

    • Official$0.75
    • Tier 1–3$0.75
  6. Gemini 2.5 Flash LiteGoogle

    • Official$0.25
    • Tier 1–3$0.225 −10%
  • Qwen3.8 Omni Flash vs GPT-6 Luna

    GPT-6 Luna costs $0.27: 13% less than Qwen3.8 Omni Flash.

    −10% at the top tier

  • Qwen3.8 Omni Flash vs DeepSeek V4.1 Flash (1017)

    DeepSeek V4.1 Flash (1017) costs $0.525: 1.7× the price of Qwen3.8 Omni Flash.

    −40% at the top tier

  • Qwen3.8 Omni Flash vs GLM 5.3 Flash

    GLM 5.3 Flash costs $0.325: 1.0× the price of Qwen3.8 Omni Flash.

  • Qwen3.8 Omni Flash vs MiniMax M3

    MiniMax M3 costs $0.75: 2.4× the price of Qwen3.8 Omni Flash.

  • Qwen3.8 Omni Flash vs Gemini 2.5 Flash Lite

    Gemini 2.5 Flash Lite costs $0.225: 27% less than Qwen3.8 Omni Flash.

    −10% at the top tier

Qwen3.8 Omni Flash specs

The technical card for Qwen3.8 Omni Flash, from the OceanToken catalog.

Context window
984K tokens

983,616

Max output
131K tokens

131,072

Input
text, image, audio, video
Output
text
Reasoning
Yes
Tool calling
Yes

tool_choice

Structured outputs
Yes

response_format

Prompt caching
Reads $0.016

official price, at every tier

Qwen3.8 Omni Flash model ID and endpoint

OceanToken model ID
qwen/qwen3.8-omni-flash
OpenAI-compatible base URL
https://api.oceantoken.ai/v1
Endpoint
POST /v1/chat/completions

Buy and buildWhat it costs and how to send your first request

Qwen3.8 Omni Flash API pricing

Prices come from the OceanToken catalog as of November 5, 2026. You pay per use from a prepaid balance, with no subscription.

Input
$0.15 / 1M tokens
Output
$0.47 / 1M tokens
Cached input
$0.016 / 1M tokens

OceanToken starting price as of November 5, 2026. The console always shows the current price. How tiers work

Add credits Specs, request sample and alternatives in the docs 

Qwen3.8 Omni Flash cost calculator

Pick a typical request or enter your own token counts. The calculator uses the starting prices on this page and shows the same workload on the models compared above.

Per request
$0.01
Per month
$10.88

The same workload per month

At the starting price (tier 1). Cached input is billed at the cache-read price; cache writes are left out because they depend on how often your prompt prefix changes. Your console shows the rate for your tier.

What a request costs

RequestInput tokens per requestOutput tokens per requestCost
Chat reply2,000600$0.00058
Agent step60,0004,000$0.01
Long document summary400,00012,000$0.07

Input and output tokens at the starting price above, with no caching.

How to use Qwen3.8 Omni Flash on OceanToken

Three steps from no account to a working request. The same key and balance work for every model in the catalog.

  1. Create an account and get an API key

    Create an OceanToken account, then create a key. One key works for every model your account can use.

    Get API Key 

  2. Add credits

    OceanToken is prepaid: add credits, and each request is billed from that balance. Your console shows the rate for your tier.

    Add credits 

  3. Call Qwen3.8 Omni Flash from your code

    Point an OpenAI SDK at https://api.oceantoken.ai/v1 and use the model ID qwen/qwen3.8-omni-flash. The code below sends one request.

    Get API Key 
    from openai import OpenAI
    # Your API Key from the OceanToken console
    client = OpenAI(base_url="https://api.oceantoken.ai/v1",
                    api_key="YOUR_API_KEY")
    reply = client.chat.completions.create(
        model="qwen/qwen3.8-omni-flash",
        messages=[{"role": "user", "content": "Hello"}])
    print(reply.choices[0].message.content)

    Specs, request sample and alternatives in the docs 

Qwen3.8 Omni Flash is an omni-modal reasoning model from Alibaba, the first Qwen model built around agentic capabilities with native audio-video understanding.

Qwen3.8 Omni Flash costs $0.15 per 1M input tokens and $0.47 per 1M output tokens. Cached input costs $0.016 per 1M tokens. These are OceanToken starting prices as of November 5, 2026, charged per use to your prepaid balance. The console always shows the current price.

Qwen3.8 Omni Flash has a context window of 984K tokens (983,616 tokens).

Qwen3.8 Omni Flash supports tool calling, structured outputs, image input (vision) and reasoning. It takes text, image, audio and video input and returns text.

Send requests to https://api.oceantoken.ai/v1/chat/completions with the model ID qwen/qwen3.8-omni-flash and your OceanToken API key. The API is OpenAI-compatible, so an OpenAI SDK needs only the base URL https://api.oceantoken.ai/v1 and your key. The Responses API and the Anthropic Messages API (/v1/messages) work too. The same OceanToken API key works for every model your account can use. Full reference: docs.oceantoken.ai.

OceanToken is prepaid. Open Credits in the console, choose an amount and pay by card on Stripe's hosted checkout page (Link works too). Your balance updates a few seconds after payment. Have a trial code? Redeem it on the same page.

Purchased credits are valid for 12 months from the date of purchase. Credits from trial codes, promotions or gifts may have a shorter validity. All purchases are final and non-refundable, except where the law requires a refund. Section 6 of the Terms of Service has the details.

Not if the request never ran: a request refused for an insufficient balance or by a safety check, or one whose provider fails before returning any output, is not charged. A video job that fails releases the amount it held. If a request breaks off after the model has started producing output, for example a stream cut off part-way, you pay for the tokens that were processed and generated for it.

Sources

By the OceanToken team, from the catalog and the sources above.

Whatever you want.

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