LLM Reference

DeepSeek R1 0528 vs Qwen3.6-35B-A3B

DeepSeek R1 0528 (2025) and Qwen3.6-35B-A3B (2026) compare a standalone API model against a coding-specialized model. DeepSeek R1 0528 ships a 130k-token context window, while Qwen3.6-35B-A3B ships a 262k-token context window. On MMLU PRO, Qwen3.6-35B-A3B leads by 0.2 pts. On pricing, Qwen3.6-35B-A3B costs $0.15/1M input tokens versus $0.50/1M for the alternative. This page treats the result as workflow and deployment fit, not a universal model winner.

Treat this as a product-type comparison: DeepSeek R1 0528 is standalone API model, while Qwen3.6-35B-A3B is coding-specialized model. Choose based on workflow fit before reading any benchmark or price row as decisive.

Decision scorecard

Local evidence first
SignalDeepSeek R1 0528Qwen3.6-35B-A3B
Product typeStandalone API modelCoding-specialized model
Best forreasoning-heavy apps and provider-routed productioncustom coding agents, code generation, and tool loops
Decision fitCoding, RAG, and AgentsCoding, RAG, and Agents
Context window130k262k
Cheapest output$2.15/1M tokens$1/1M tokens
Provider routes7 tracked2 tracked
Shared benchmarks4 sharedMMLU PRO leader

Decision tradeoffs

Choose DeepSeek R1 0528 when...
  • DeepSeek R1 0528 has broader tracked provider coverage for fallback and route flexibility.
  • DeepSeek R1 0528 uniquely exposes Reasoning, Structured outputs, and Code execution in local model data.
  • Local decision data tags DeepSeek R1 0528 for Coding, RAG, and Agents.
Choose Qwen3.6-35B-A3B when...
  • Qwen3.6-35B-A3B holds a shared-benchmark lead on MMLU PRO, ahead by 0.2 points.
  • Qwen3.6-35B-A3B has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Qwen3.6-35B-A3B has the lower cheapest tracked output price at $1/1M tokens.
  • Qwen3.6-35B-A3B uniquely exposes Vision, Multimodal, and JSON / Tool use in local model data.
  • Local decision data tags Qwen3.6-35B-A3B for Coding, RAG, and Agents.

Monthly cost at traffic

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

Lower estimate Qwen3.6-35B-A3B

DeepSeek R1 0528

$938

Cheapest tracked route/tier: OpenRouter

Qwen3.6-35B-A3B

$370

Cheapest tracked route/tier: OpenRouter

Estimated monthly gap: $568. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.

Switch friction

DeepSeek R1 0528 -> Qwen3.6-35B-A3B
  • Provider overlap exists on OpenRouter and Novita AI; start route-level A/B tests there.
  • Qwen3.6-35B-A3B is $1.15/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
  • Check replacement coverage for Reasoning, Structured outputs, and Code execution before moving production traffic.
  • Qwen3.6-35B-A3B adds Vision, Multimodal, and JSON / Tool use in local capability data.
Qwen3.6-35B-A3B -> DeepSeek R1 0528
  • Provider overlap exists on Novita AI and OpenRouter; start route-level A/B tests there.
  • DeepSeek R1 0528 is $1.15/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
  • Check replacement coverage for Vision, Multimodal, and JSON / Tool use before moving production traffic.
  • DeepSeek R1 0528 adds Reasoning, Structured outputs, and Code execution in local capability data.

Specs

Specification
Released2025-05-282026-04-16
Context window130k262k
Parameters685B total, 37B active (MoE)35B
ArchitectureDecoder OnlyMixture of Experts
LicenseMITOSI-approvedApache 2.0OSI-approved
OpennessOpen sourceOpen source
WeightsUnknownAvailable
CodeUnknownUnknown
Commercial useCommercial use: permittedCommercial use: permitted
Knowledge cutoff--

Pricing and availability

Pricing attributeDeepSeek R1 0528Qwen3.6-35B-A3B
Input price$0.50/1M tokens$0.15/1M tokens
Output price$2.15/1M tokens$1/1M tokens
Providers

Capabilities

CapabilityDeepSeek R1 0528Qwen3.6-35B-A3B
VisionNoYes
MultimodalNoYes
ReasoningYesNo
JSON / Tool useNoYes
Structured outputsYesNo
Code executionYesNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

BenchmarkDeepSeek R1 0528Qwen3.6-35B-A3B
MMLU PRO85.085.2
SWE-bench Verified57.673.4
Google-Proof Q&A81.086.0
LiveCodeBench73.380.4

Continue comparing

Last reviewed: 2026-06-29. Data sourced from public model cards and provider documentation.