ZMIME
Comparison · 3 models · Updated Nov 2, 2026

QwQ 32B vs Qwen3 30B A3B vs DeepSeek V3 0324

Qwen3 30B A3B comes out ahead, 57 to 53 and 52 on our weighted score, and it is the cheaper option too.

  1. Alibaba (Qwen)

    QwQ 32B

    Released Mar 5, 2025

    53/100
    • ECI137.5
    • Price$0.53 / $0.70
    • Context131K
  2. Our pick

    Alibaba (Qwen)

    Qwen3 30B A3B

    Released Apr 28, 2025

    57/100
    • ECI136.2
    • Price$0.108 / $0.475
    • Context131K
  3. DeepSeek

    DeepSeek V3 0324

    Released Mar 24, 2025

    52/100
    • ECI135.9
    • Price$0.275 / $1.12
    • Context164K
01 — Verdict

Qwen3 30B A3B is our pick

Qwen3 30B A3B is the better all-round choice, scoring 57/100 against QwQ 32B (53) and DeepSeek V3 0324 (52). It leads on price. QwQ 32B wins on capability. DeepSeek V3 0324 wins on context window. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

  • CapabilityQwQ 32BCapabilities Index (ECI): QwQ 32B 137.5 · Qwen3 30B A3B 136.2 · DeepSeek V3 0324 135.9
  • Lowest priceQwen3 30B A3BQwen3 30B A3B $0.20 · DeepSeek V3 0324 $0.486 · QwQ 32B $0.573 per 1M tokens (3:1 blend)
  • Longest contextDeepSeek V3 0324DeepSeek V3 0324 163,840 · QwQ 32B 131,072 · Qwen3 30B A3B 131,072 tokens
  • Widest inputsSame inputsQwQ 32B: Text · Qwen3 30B A3B: Text · DeepSeek V3 0324: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightQwQ 32BQwen3 30B A3BDeepSeek V3 0324
CapabilityCapabilities Index (ECI)50%615959
Price25%598062
Inputs & features15%353525
Context window10%252528
Overall100%53/10057/10052/100
02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

QwQ 32B vs Qwen3 30B A3B vs DeepSeek V3 0324 specifications side by side
SpecificationQwQ 32BAlibaba (Qwen)Qwen3 30B A3BAlibaba (Qwen)DeepSeek V3 0324DeepSeek
Capability
Capabilities Index (ECI)137.5 (best)136.2135.9
ECI rank#123 of 165 (best)#126 of 165#128 of 165
GPQA DiamondGraduate-level science questions65.3%61.7%67.6% (best)
OTIS Mock AIME 2024–2025Competition mathematics59.2%62.8% (best)37.8%
Price per million tokens
Input$0.53$0.108 (best)$0.275
Output$0.70$0.475 (best)$1.12
Cached input———
Blended (3:1)$0.573$0.20 (best)$0.486
Long-context rateSame rateSame rateSame rate
Price sourceMedian of 2 providersMedian of 14 providersMedian of 13 providers
Limits
Context window131,072 tokens131,072 tokens163,840 tokens (best)
Max output8,192 tokens16,384 tokens163,840 tokens (best)
Inputs and features
TextYesYesYes
ImagesNoNoNo
PDFsNoNoNo
AudioNoNoNo
VideoNoNoNo
ReasoningYesYesNo
Tool callingYesYesYes
Structured outputNoNoNo
Availability
WeightsOpenOpenOpen
API model ID———
API providers214 (best)13
ReleasedMar 5, 2025Apr 28, 2025Mar 24, 2025
Knowledge cutoffApr 2024——
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • QwQ 32B$6.70
  • Qwen3 30B A3B$2.03
  • DeepSeek V3 0324$4.99
04 — Questions

Which should you choose?

Which is better: QwQ 32B, Qwen3 30B A3B or DeepSeek V3 0324?

Qwen3 30B A3B is the better all-round choice, scoring 57/100 against QwQ 32B (53) and DeepSeek V3 0324 (52). It leads on price. QwQ 32B wins on capability. DeepSeek V3 0324 wins on context window. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.

Which is cheaper, QwQ 32B, Qwen3 30B A3B or DeepSeek V3 0324?

Qwen3 30B A3B is cheaper at $0.108 input / $0.475 output per million tokens (median across 14 API providers). DeepSeek V3 0324 costs $0.275 input / $1.12 output per million tokens (median across 13 API providers); QwQ 32B costs $0.53 input / $0.70 output per million tokens (median across 2 API providers). At a typical mix of three input tokens to one output token, that is $0.20 per million tokens for Qwen3 30B A3B versus $0.486 for DeepSeek V3 0324 (2.4× as much) and $0.573 for QwQ 32B (2.9× as much).

Which scores higher on benchmarks?

QwQ 32B scores higher on the Capabilities Index (ECI): QwQ 32B 137.5 (#123 of 165), Qwen3 30B A3B 136.2 (#126 of 165) and DeepSeek V3 0324 135.9 (#128 of 165). The confidence ranges of the top two overlap (133.1–141.3 vs 130.8–138.5), so treat the gap as small. On individual benchmarks: GPQA Diamond — DeepSeek V3 0324 67.6%, QwQ 32B 65.3%, Qwen3 30B A3B 61.7%; OTIS Mock AIME 2024–2025 — Qwen3 30B A3B 62.8%, QwQ 32B 59.2%, DeepSeek V3 0324 37.8%.

Which is better for coding?

There are no published SWE-bench Verified results for QwQ 32B, Qwen3 30B A3B and DeepSeek V3 0324 yet, so there is no like-for-like coding score. On overall capability, QwQ 32B leads, which tends to carry over to coding, but test on your own codebase. All three support tool calling for agent workflows.

Which has the bigger context window?

DeepSeek V3 0324 has the largest context window at 163,840 tokens, against 131,072 for QwQ 32B and 131,072 for Qwen3 30B A3B. Maximum output per response: QwQ 32B up to 8,192, Qwen3 30B A3B up to 16,384, DeepSeek V3 0324 up to 163,840 tokens.

Which can read images, PDFs, audio or video?

QwQ 32B accepts text; Qwen3 30B A3B accepts text; DeepSeek V3 0324 accepts text. They handle the same number of input types.

Are any of these open source?

Yes, all three publish their weights, so you can self-host them.

Which is newer?

Qwen3 30B A3B is the newest, released Apr 28, 2025. DeepSeek V3 0324 came out Mar 24, 2025; QwQ 32B came out Mar 5, 2025. Knowledge cutoff: QwQ 32B Apr 2024.

How do you decide the winner?

Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Nov 2, 2026.