LLM Reference

DeepSeek V3 0324 vs Qwen3-Next-80B-A3B

DeepSeek V3 0324 (2025) and Qwen3-Next-80B-A3B (2025) are general-purpose language models from DeepSeek and Alibaba. DeepSeek V3 0324 ships a 160k-token context window, while Qwen3-Next-80B-A3B ships a not-yet-sourced context window. On pricing, Qwen3-Next-80B-A3B costs $0.10/1M input tokens versus $0.27/1M for the alternative. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.

Qwen3-Next-80B-A3B is ~177% cheaper at $0.10/1M; pay for DeepSeek V3 0324 only for provider fit.

Decision scorecard

Local evidence first
SignalDeepSeek V3 0324Qwen3-Next-80B-A3B
Best forprovider-routed productionprovider-routed production
Decision fitCoding, Agents, and Long contextClassification and JSON / Tool use
Context window160k
Cheapest output$1.12/1M tokens$0.78/1M tokens
Provider routes3 tracked4 tracked
Shared benchmarks0 rows0 rows

Decision tradeoffs

Choose DeepSeek V3 0324 when...
  • DeepSeek V3 0324 has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Local decision data tags DeepSeek V3 0324 for Coding, Agents, and Long context.
Choose Qwen3-Next-80B-A3B when...
  • Qwen3-Next-80B-A3B has the lower cheapest tracked output price at $0.78/1M tokens.
  • Qwen3-Next-80B-A3B has broader tracked provider coverage for fallback and procurement flexibility.
  • Qwen3-Next-80B-A3B uniquely exposes Structured outputs in local model data.
  • Local decision data tags Qwen3-Next-80B-A3B for Classification and JSON / Tool use.

Monthly cost at traffic

Estimate token spend from the cheapest tracked input and output route or tier on this page.

Lower estimate Qwen3-Next-80B-A3B

DeepSeek V3 0324

$496

Cheapest tracked route/tier: Novita AI

Qwen3-Next-80B-A3B

$273

Cheapest tracked route/tier: OpenRouter

Estimated monthly gap: $223. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

DeepSeek V3 0324 -> Qwen3-Next-80B-A3B
  • Provider overlap exists on Novita AI; start route-level A/B tests there.
  • Qwen3-Next-80B-A3B is $0.34/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
  • Qwen3-Next-80B-A3B adds Structured outputs in local capability data.
Qwen3-Next-80B-A3B -> DeepSeek V3 0324
  • Provider overlap exists on Novita AI; start route-level A/B tests there.
  • DeepSeek V3 0324 is $0.34/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
  • Check replacement coverage for Structured outputs before moving production traffic.

Specs

Specification
Released2025-03-242025-12-01
Context window160k
Parameters671B80B (3B active)
Architecturedecoder only-
LicenseMIT(OSI)Apache 2.0(OSI)
OpennessOpen sourceOpen source
Commercial useCommercial use allowedCommercial use allowed
Knowledge cutoff--

Pricing and availability

Pricing attributeDeepSeek V3 0324Qwen3-Next-80B-A3B
Input price$0.27/1M tokens$0.10/1M tokens
Output price$1.12/1M tokens$0.78/1M tokens
Providers

Capabilities

CapabilityDeepSeek V3 0324Qwen3-Next-80B-A3B
VisionNoNo
MultimodalNoNo
ReasoningNoNo
Function callingNoNo
Tool useNoNo
Structured outputsNoYes
Code executionNoNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark rows are currently sourced for this pair.

Deep dive

The capability footprint differs most on structured outputs: Qwen3-Next-80B-A3B. Both models share the core language-model surface, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.

For cost, DeepSeek V3 0324 lists $0.27/1M input and $1.12/1M output tokens on the cheapest tracked provider, while Qwen3-Next-80B-A3B lists $0.10/1M input and $0.78/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Qwen3-Next-80B-A3B lower by about $0.22 per million blended tokens. Availability is 3 providers versus 4, so concentration risk also matters.

Choose DeepSeek V3 0324 when provider fit are central to the workload. Choose Qwen3-Next-80B-A3B when provider fit, lower input-token cost, and broader provider choice are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship. This keeps the decision grounded in measurable tradeoffs instead of brand-level assumptions. It also helps separate model capability from provider packaging, which can change cost and latency. For teams standardizing a stack, that distinction is often the difference between a benchmark win and a reliable deployment.

FAQ

Which is cheaper, DeepSeek V3 0324 or Qwen3-Next-80B-A3B?

Qwen3-Next-80B-A3B is cheaper on tracked token pricing. DeepSeek V3 0324 costs $0.27/1M input and $1.12/1M output tokens. Qwen3-Next-80B-A3B costs $0.10/1M input and $0.78/1M output tokens. Provider discounts or batch pricing can still change the final bill.

Is DeepSeek V3 0324 or Qwen3-Next-80B-A3B open source?

DeepSeek V3 0324 is listed under MIT. Qwen3-Next-80B-A3B is listed under Apache 2.0. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.

Which is better for structured outputs, DeepSeek V3 0324 or Qwen3-Next-80B-A3B?

Qwen3-Next-80B-A3B has the clearer documented structured outputs signal in this comparison. If structured outputs is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.

Where can I run DeepSeek V3 0324 and Qwen3-Next-80B-A3B?

DeepSeek V3 0324 is available on Fireworks AI, Microsoft Foundry, and Novita AI. Qwen3-Next-80B-A3B is available on AWS Bedrock, OpenRouter, Venice AI, and Novita AI. Provider coverage can affect latency, region availability, compliance posture, and fallback options.

When should I pick DeepSeek V3 0324 over Qwen3-Next-80B-A3B?

Qwen3-Next-80B-A3B is ~177% cheaper at $0.10/1M; pay for DeepSeek V3 0324 only for provider fit. If your workload also depends on provider fit, start with DeepSeek V3 0324; if it depends on provider fit, run the same evaluation with Qwen3-Next-80B-A3B.

Continue comparing

Last reviewed: 2026-05-22. Data sourced from public model cards and provider documentation.