Output tokens cost $0.28 per million on DeepSeek V4 Flash Vision Exp and $1.01 per million on Qwen3.8 Max Preview. Input tokens cost $0.14 per million on DeepSeek V4 Flash Vision Exp and $0.34 per million on Qwen3.8 Max Preview. Cached input tokens are billed at $0.03 per million on DeepSeek V4 Flash Vision Exp and $0.03 per million on Qwen3.8 Max Preview. Context lengths are 1,000,000 tokens on DeepSeek V4 Flash Vision Exp and 983,616 tokens on Qwen3.8 Max Preview. Time to first token (TTFT) measured on AIHubMix is 2.6s on DeepSeek V4 Flash Vision Exp and 2.4s on Qwen3.8 Max Preview. Measured output throughput is 70.5 tok/s on DeepSeek V4 Flash Vision Exp and 48.1 tok/s on Qwen3.8 Max Preview.
DeepSeek V4 Flash Vision Exp
Qwen3.8 Max PreviewDeepSeek’s officially released new multimodal visual-understanding model, DeepSeek‑V4‑Flash‑Vision‑Exp, is experimental in nature and supports multimodal inputs. In pure-text capabilities (agents, reasoning, world knowledge, etc.), DeepSeek‑V4‑Flash‑Vision‑Exp is on par with the official DeepSeek‑V4‑Flash release.
Qwen 3.8 Max Preview(Qwen3.8-Max-Preview) is the latest-generation foundation model in the Qwen family, packing 2.4T parameters and still evolving. Compared with the previous flagship Qwen 3.7 Max, it delivers major gains in core capabilities like Coding and Cowork (professional productivity), with world-leading performance on complex, long-horizon tasks such as full-stack development, data analysis, and Office workflows. Launch offer: Credits are consumed at just 20% of the standard rate, effectively 5× your usage. Limited time only.
Prices are per million tokens. Time to First Token and throughput are rolling averages measured on AIHubMix.
Promotional prices show the discounted rate; see each model page for promotion windows.
Daily traffic served through AIHubMix — how demand for each model is trending.
Measured on real AIHubMix traffic, hourly buckets. Gaps mean no traffic in that hour.
Estimate your monthly bill for the same workload on each model.
Monthly = daily × 30. Discounted rates applied where a promotion is active.
DeepSeek V4 Flash Vision Exp: $0.28/M output tokens; Qwen3.8 Max Preview: $1.01/M. Use the cost calculator above to estimate your own workload.
Qwen3.8 Max Preview: 2.4s time to first token measured on AIHubMix; see the live performance charts above for how each model behaves across the day.
DeepSeek V4 Flash Vision Exp accepts 1,000,000 and Qwen3.8 Max Preview accepts 983,616 input tokens. Maximum output per request is 384,000 tokens on DeepSeek V4 Flash Vision Exp and 131,072 tokens on Qwen3.8 Max Preview.
DeepSeek V4 Flash Vision Exp at 70.5 tok/s and Qwen3.8 Max Preview at 48.1 tok/s, measured as output throughput on AIHubMix — a separate metric from time to first token.
DeepSeek V4 Flash Vision Exp accepts text and image input and supports tool calling, function calling, structured outputs and thinking; Qwen3.8 Max Preview accepts text and image input and supports tool calling, function calling, structured outputs, web search, long context and thinking.
Yes. AIHubMix serves every model on this page behind one OpenAI-compatible endpoint, so switching between them is a one-line change to the model field — no second account, key or SDK.
Related model match-ups readers also look at.
AIHubMix