API cost decision in 10 seconds

🔥DeepSeek V3.2 vs Qwen3 VL 32B Instruct

Pick Qwen3 VL 32B Instruct when budget and context both matter.

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Qwen3 VL 32B Instruct when budget and context both matter.

On the standard 1M input plus 500K output workload, Qwen3 VL 32B Instruct is estimated at $0.31 vs $0.44 for DeepSeek V3.2, saving $0.13 (29.3% lower).

Cost-first pickQwen3 VL 32B Instruct
Context-first pickQwen3 VL 32B Instruct
Sample savings$0.1329.3%
10x traffic gap$1.29

Qwen3 VL 32B Instruct is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $1.29. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Cost winner changes by workload shape: input-heavy / RAG favors Qwen3 VL 32B Instruct, balanced workload favors Qwen3 VL 32B Instruct, and output-heavy chatbot favors DeepSeek V3.2.

Workload shapeToken mixBetter pickDeepSeek V3.2Qwen3 VL 32B Instruct
Input-heavy / RAG 5M input + 500K output Qwen3 VL 32B Instruct $1.45 $0.73
Balanced workload 1M input + 1M output Qwen3 VL 32B Instruct $0.63 $0.52
Output-heavy chatbot 1M input + 5M output DeepSeek V3.2 $2.14 $2.18
Cheaper inputQwen3 VL 32B Instruct$0.25 vs $0.1 / 1M
Cheaper outputDeepSeek V3.2$0.38 vs $0.42 / 1M
Larger contextQwen3 VL 32B Instruct131.07K vs 262.14K
Sample workloadQwen3 VL 32B Instruct$0.44 vs $0.31

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
DeepSeek V3.2Calculating…Estimated API cost
Qwen3 VL 32B InstructCalculating…Estimated API cost
Cheaper for this workloadCalculating…Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Qwen3 VL 32B Instruct has the lower input price, DeepSeek V3.2 has the lower output price, and Qwen3 VL 32B Instruct offers the larger context window.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.44 for DeepSeek V3.2 and $0.31 for Qwen3 VL 32B Instruct.

Best Fit

Choose DeepSeek V3.2 when you care most about lower output-token price.

Choose Qwen3 VL 32B Instruct when you care most about lower input-token price, and larger context window.

Head-to-Head Specs
Feature🔥DeepSeek V3.2
(DeepSeek)		Qwen3 VL 32B Instruct
(Qwen)
Input Price
prompt tokens per 1M		$0.25$0.1
Completion Price
per 1M tokens		$0.38$0.42
Sample Workload Cost
1M input + 500K output		$0.44$0.31
Context Window131.07K262.14K
Release Date2025-12-012025-10-23
Popularity#8
DeepSeek V3.2

DeepSeek-V3.2 is a large language model designed to harmonize high computational efficiency with strong reasoning and agentic tool-use performance. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse attention mechanism...

Qwen3 VL 32B Instruct

Qwen3-VL-32B-Instruct is a large-scale multimodal vision-language model designed for high-precision understanding and reasoning across text, images, and video. With 32 billion parameters, it combines deep visual perception with advanced text...

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionQwen3 VL 32B InstructOn the standard 1M input plus 500K output workload, Qwen3 VL 32B Instruct is estimated at $0.31 vs $0.44 for DeepSeek V3.2, saving $0.13 (29.3% lower).
High-volume input processingQwen3 VL 32B InstructLower prompt-token price matters most when prompts or retrieved passages dominate the bill.
Long responses and chatbotsDeepSeek V3.2Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workQwen3 VL 32B InstructA larger context window leaves more room for retrieved passages and source files.