The Qwen3 series open-source models include hybrid models, thinking models, and non-thinking models, with both reasoning capabilities and general abilities reaching industry SOTA levels at the same scale.
Bai Qwen3 VL 235B A22B Instruct vs Qwen3.8 Max Preview
Output tokens cost $1.10 per million on Bai Qwen3 VL 235B A22B Instruct and $1.01 per million on Qwen3.8 Max Preview. Input tokens cost $0.27 per million on Bai Qwen3 VL 235B A22B Instruct and $0.34 per million on Qwen3.8 Max Preview. Cached input tokens are billed at $0.27 per million on Bai Qwen3 VL 235B A22B Instruct and $0.03 per million on Qwen3.8 Max Preview. Context lengths are 131,000 tokens on Bai Qwen3 VL 235B A22B Instruct and 983,616 tokens on Qwen3.8 Max Preview. Time to first token (TTFT) measured on AIHubMix is 1.1s on Bai Qwen3 VL 235B A22B Instruct and 2.4s on Qwen3.8 Max Preview. Measured output throughput is 41.7 tok/s on Bai Qwen3 VL 235B A22B Instruct and 48.1 tok/s on Qwen3.8 Max Preview. On the LMArena coding leaderboard Bai Qwen3 VL 235B A22B Instruct scores 1466 and Qwen3.8 Max Preview scores 1520.
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.
Pricing & Specifications
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.
Activity Past 30 Days
Daily traffic served through AIHubMix — how demand for each model is trending.
Tokens / day
Requests / day
Performance Past 3 Days
Measured on real AIHubMix traffic, hourly buckets. Gaps mean no traffic in that hour.
Throughput (tok/s)
TTFT (s)
Uptime (%)
LMArena Benchmarks
LMArena ratings by capability (Bradley-Terry, commonly called Elo). Higher is better.
Source: LMArena (arena.ai) leaderboard, imported by AIHubMix. Models without published ratings are omitted per chart.
Cost calculator
Estimate your monthly bill for the same workload on each model.
Monthly = daily × 30. Discounted rates applied where a promotion is active.
FAQ
Which is cheaper: Bai Qwen3 VL 235B A22B Instruct, Qwen3.8 Max Preview?
Qwen3.8 Max Preview: $1.01/M output tokens; Bai Qwen3 VL 235B A22B Instruct: $1.10/M. Use the cost calculator above to estimate your own workload.
How do their coding arena scores compare?
Qwen3.8 Max Preview: 1520; Bai Qwen3 VL 235B A22B Instruct: 1466 (LMArena coding leaderboard).
Which responds faster?
Bai Qwen3 VL 235B A22B Instruct: 1.1s time to first token measured on AIHubMix; see the live performance charts above for how each model behaves across the day.
How large is each context window?
Bai Qwen3 VL 235B A22B Instruct accepts 131,000 and Qwen3.8 Max Preview accepts 983,616 input tokens.
Which one generates tokens faster?
Qwen3.8 Max Preview at 48.1 tok/s and Bai Qwen3 VL 235B A22B Instruct at 41.7 tok/s, measured as output throughput on AIHubMix — a separate metric from time to first token.
Can I call Bai Qwen3 VL 235B A22B Instruct and Qwen3.8 Max Preview with the same API key?
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.
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