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
- Context window
- 984K
- Input
- text + image + audio + video
Starting price
Up to 131K output per reply
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.
Qwen3.8 Omni FlashQwen
GPT-6 LunaOpenAI
DeepSeek V4.1 Flash (1017)DeepSeek
GLM 5.3 FlashZ.ai
MiniMax M3MiniMax
Gemini 2.5 Flash LiteGoogle
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
- Max output
- 131K tokens
- Input
- text, image, audio, video
- Output
- text
- Reasoning
- Yes
- Tool calling
- Yes
- Structured outputs
- Yes
- Prompt caching
- Reads $0.016
983,616
131,072
tool_choice
response_format
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 docsQwen3.8 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
| Request | Input tokens per request | Output tokens per request | Cost |
|---|---|---|---|
| Chat reply | 2,000 | 600 | $0.00058 |
| Agent step | 60,000 | 4,000 | $0.01 |
| Long document summary | 400,000 | 12,000 | $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.
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.
Add credits
OceanToken is prepaid: add credits, and each request is billed from that balance. Your console shows the rate for your tier.
Call Qwen3.8 Omni Flash from your code
Point an OpenAI SDK at
https://api.oceantoken.ai/v1and use the model IDqwen/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)# Your API Key from the OceanToken console curl https://api.oceantoken.ai/v1/chat/completions \ -H "Authorization: Bearer YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{"model": "qwen/qwen3.8-omni-flash", "messages": [{"role": "user", "content": "Hello"}]}'
Qwen3.8 Omni Flash API: frequently asked questions
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
- OceanToken model catalog: every price, context window, input, output and parameter on this page (November 5, 2026).
By the OceanToken team, from the catalog and the sources above.
Whatever you want.