Deepseek V4 Flash vs Qwen 3.8 Max
What actually differs between Deepseek V4 Flash and Qwen 3.8 Max on Tokenator: context, output limit, image input, usage multiplier and current availability.
Specification table
Both models are served through the same OpenAI-compatible Tokenator endpoint — switching between them means changing the model field in your request. The table below lists only the attributes Tokenator takes from its own routing configuration, with no editorial guesswork.
| Attribute | Deepseek V4 Flash | Qwen 3.8 Max |
|---|---|---|
| API ID | deepseek-v4-flash | qwen-3-8-max |
| Model vendor | deepseek | qwen |
| Type | Text model (chat / completions) | Text model (chat / completions) |
| Context window | 1.05M tokens | 1M tokens |
| Max output | 393K tokens | 65.5K tokens |
| Image input | no | yes |
| Tokenator usage multiplier | 1.1× – 1.3× | 10× |
| API formats | /v1/chat/completions /v1/responses /v1/messages | /v1/chat/completions /v1/responses /v1/messages |
| Current status | available | available |
Quality on available benchmarks
Values come from the Artificial Analysis data loaded into the Tokenator catalog for these models. A dash means no data is loaded for that index.
| Metric | Deepseek V4 Flash | Qwen 3.8 Max |
|---|---|---|
| Intelligence index | — | 53.4 |
| Coding index | — | 68.9 |
| Agentic index | — | 49.9 |
Differences in purpose
Deepseek V4 Flash
DeepSeek V4 Flash 0731 is a sparse mixture-of-experts model from DeepSeek, with 13B active parameters out of 284B total. This re-post-trained revision is suited for coding, reasoning, and agent workflows.
Qwen 3.8 Max
Qwen 3.8 Max is Alibaba’s next-generation flagship model built for complex coding, analytical, and professional workflows. It excels at full-stack development, data analysis, office automation, and long-running multi-step tasks.
Both IDs work in any tool that supports a custom base URL — see the integrations list.
Token usage
Tokenator deducts (input + output) × model multiplier from the key limit. Deepseek V4 Flash has a multiplier of 1.1× – 1.3×, Qwen 3.8 Max — 10×. A range means several upstream providers serve the model at different costs, so the final coefficient depends on which one handled the request.
See the API documentation for details on counting.
How to switch between the models
curl https://api.tokenator.top/v1/chat/completions \ -H "Authorization: Bearer sk-your-tokenator-key" \ -H "Content-Type: application/json" \ -d '{ "model": "deepseek-v4-flash", "messages": [{"role": "user", "content": "Hello"}] }'
curl https://api.tokenator.top/v1/chat/completions \ -H "Authorization: Bearer sk-your-tokenator-key" \ -H "Content-Type: application/json" \ -d '{ "model": "qwen-3-8-max", "messages": [{"role": "user", "content": "Hello"}] }'
FAQ
Does connecting Deepseek V4 Flash differ from Qwen 3.8 Max?
No: same base URL, same key — only the model field changes.
Can one key use both models?
Yes, if both are in the key's allowed-model list. The list is visible in your account.
What happens if a model is unavailable?
Tokenator fails the request over to the next upstream provider for the same model by priority. With no active providers the request returns an error — current state is on the status page.