Models

Alicloud Qwen3 235B A22B Thinking 2507 vs DeepSeek V4 Flash

Compare Alicloud Qwen3 235B A22B Thinking 2507 from Qwen and DeepSeek V4 Flash from DeepSeek on key metrics including benchmarks, price, context length, and other model features. Access both models and hundreds of others through the AIHubMix API.

QwenAlicloud Qwen3 235B A22B Thinking 2507DeepSeekDeepSeek V4 Flash
Qwen logo
Alicloud Qwen3 235B A22B Thinking 2507
Qwen · text, image → text

The open-source thinking model based on Qwen3 has significantly improved in logical ability, general capability, knowledge enhancement, and creative ability compared to the previous version (Tongyi Qianwen 3-235B-A22B). It is suitable for high-difficulty and strong reasoning scenarios.

Input$0.28 /M
Output$2.8 /M
DeepSeek logo
DeepSeek V4 Flash
DeepSeek · text → text

DeepSeek V4 Flash 0423 is DeepSeek's efficiency-optimized Mixture-of-Experts text model, designed for fast inference and workflows requiring tool use, function calling, and structured outputs. It features 284B total parameters with 13B activated parameters and supports a 1M-token context window with cost-effective pricing.

Input$0.464 /M
Output$0.928 /M
Cache read$0.0039 /M

Pricing & Specifications

Prices are per million tokens. Time to First Token and throughput are rolling averages measured on AIHubMix.

Alicloud Qwen3 235B A22B Thinking 2507
DeepSeek V4 Flash
Input /M
$0.28
$0.464
Output /M
$2.8
$0.928
Cache read /M
-
$0.0039
Context length
0
1,000,000
Max output
0
0
Time to First Token
-
0.7 s
Throughput
-
59.0 tok/s
Modalities
textimage
text
Supported Parameters
thinkingtoolsfunction callingstructured outputs
toolsfunction callingstructured outputs
API Formats
Released
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-

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.

alicloud-qwen3-235b-a22b-thinking-2507deepseek-v4-flash

Tokens / day

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Requests / day

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Performance Past 3 Days

Measured on real AIHubMix traffic, hourly buckets. Gaps mean no traffic in that hour.

alicloud-qwen3-235b-a22b-thinking-2507deepseek-v4-flash

Throughput (tok/s)

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TTFT (s)

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Uptime (%)

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Cost calculator

Estimate your monthly bill for the same workload on each model.

DeepSeek V4 Flash
$41.76 /mo
Alicloud Qwen3 235B A22B Thinking 2507
$58.80 /mo

Monthly = daily × 30. Discounted rates applied where a promotion is active.

FAQ

Which is cheaper: Alicloud Qwen3 235B A22B Thinking 2507, DeepSeek V4 Flash?

DeepSeek V4 Flash: $0.928/M output tokens; Alicloud Qwen3 235B A22B Thinking 2507: $2.8/M. Use the cost calculator above to estimate your own workload.

What inputs and capabilities does each model support?

Alicloud Qwen3 235B A22B Thinking 2507 accepts text and image input and supports thinking, tool calling, function calling and structured outputs; DeepSeek V4 Flash accepts text input and supports tool calling, function calling and structured outputs.

Can I call Alicloud Qwen3 235B A22B Thinking 2507 and DeepSeek V4 Flash 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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