DeepSeek Coder V2 Instruct (0724) vs Qwen-AgentWorld-35B-A3B
DeepSeek Coder V2 Instruct (0724) (2024) and Qwen-AgentWorld-35B-A3B (2026) compare a coding-specialized model against a standalone API model. DeepSeek Coder V2 Instruct (0724) ships a 128k-token context window, while Qwen-AgentWorld-35B-A3B ships a 262k-token context window. This page treats the result as workflow and deployment fit, not a universal model winner.
Treat this as a product-type comparison: DeepSeek Coder V2 Instruct (0724) is coding-specialized model, while Qwen-AgentWorld-35B-A3B is standalone API model. Choose based on workflow fit before reading any benchmark or price row as decisive.
Decision scorecard
Local evidence first| Signal | DeepSeek Coder V2 Instruct (0724) | Qwen-AgentWorld-35B-A3B |
|---|---|---|
| Product type | Coding-specialized model | Standalone API model |
| Best for | custom coding agents and code generation | reasoning-heavy apps and tool-calling agents |
| Decision fit | Coding and Long context | RAG, Agents, and Long context |
| Context window | 128k | 262k |
| Cheapest output | - | - |
| Provider routes | 0 tracked | 0 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- Local decision data tags DeepSeek Coder V2 Instruct (0724) for Coding and Long context.
- Qwen-AgentWorld-35B-A3B has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Qwen-AgentWorld-35B-A3B uniquely exposes Reasoning and Tool use in local model data.
- Local decision data tags Qwen-AgentWorld-35B-A3B for RAG, Agents, and Long context.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
DeepSeek Coder V2 Instruct (0724)
Unavailable
No complete token price in local provider data
Qwen-AgentWorld-35B-A3B
Unavailable
No complete token price in local provider data
Cost delta unavailable until both models have sourced input and output token prices.
Switch friction
- No overlapping tracked provider route is sourced for DeepSeek Coder V2 Instruct (0724) and Qwen-AgentWorld-35B-A3B; plan for SDK, billing, or endpoint changes.
- Qwen-AgentWorld-35B-A3B adds Reasoning and Tool use in local capability data.
- No overlapping tracked provider route is sourced for Qwen-AgentWorld-35B-A3B and DeepSeek Coder V2 Instruct (0724); plan for SDK, billing, or endpoint changes.
- Check replacement coverage for Reasoning and Tool use before moving production traffic.
Specs
| Specification | ||
|---|---|---|
| Released | 2024-07-24 | 2026-06-25 |
| Context window | 128k | 262k |
| Parameters | 236B | 35B total, 3B active |
| Architecture | Mixture of Experts | Mixture of Experts |
| License | DeepSeek License | Apache 2.0OSI-approved |
| Openness | Open weights | Open source |
| Commercial use | Commercial use: permitted | Commercial use: permitted |
| Knowledge cutoff | 2023-11 | - |
Pricing and availability
| Pricing attribute | DeepSeek Coder V2 Instruct (0724) | Qwen-AgentWorld-35B-A3B |
|---|---|---|
| Input price | - | - |
| Output price | - | - |
| Providers | - | - |
Pricing not yet sourced for either model.
Capabilities
| Capability | DeepSeek Coder V2 Instruct (0724) | Qwen-AgentWorld-35B-A3B |
|---|---|---|
| Vision | No | No |
| Multimodal | No | No |
| Reasoning | No | Yes |
| Function calling | No | No |
| Tool use | No | Yes |
| Structured outputs | No | No |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
No shared benchmark scores are currently available for this pair.
Deep dive
The capability footprint differs most on reasoning mode: Qwen-AgentWorld-35B-A3B and tool use: Qwen-AgentWorld-35B-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.
Pricing coverage is uneven: DeepSeek Coder V2 Instruct (0724) has no token price sourced yet and Qwen-AgentWorld-35B-A3B has no token price sourced yet. Provider availability is 0 tracked routes versus 0. Treat unknown pricing as an integration gap, then verify the route you will actually call before estimating production spend.
Choose DeepSeek Coder V2 Instruct (0724) when coding workflow support are central to the workload. Choose Qwen-AgentWorld-35B-A3B when reasoning depth and larger context windows 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 has a larger context window, DeepSeek Coder V2 Instruct (0724) or Qwen-AgentWorld-35B-A3B?
Qwen-AgentWorld-35B-A3B supports 262k tokens, while DeepSeek Coder V2 Instruct (0724) supports 128k tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.
Is DeepSeek Coder V2 Instruct (0724) or Qwen-AgentWorld-35B-A3B open source?
DeepSeek Coder V2 Instruct (0724) is listed under DeepSeek License. Qwen-AgentWorld-35B-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 reasoning mode, DeepSeek Coder V2 Instruct (0724) or Qwen-AgentWorld-35B-A3B?
Qwen-AgentWorld-35B-A3B has the clearer documented reasoning mode signal in this comparison. If reasoning mode is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Which is better for tool use, DeepSeek Coder V2 Instruct (0724) or Qwen-AgentWorld-35B-A3B?
Qwen-AgentWorld-35B-A3B has the clearer documented tool use signal in this comparison. If tool use is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
When should I pick DeepSeek Coder V2 Instruct (0724) over Qwen-AgentWorld-35B-A3B?
Treat this as a product-type comparison: DeepSeek Coder V2 Instruct (0724) is coding-specialized model, while Qwen-AgentWorld-35B-A3B is standalone API model. Choose based on workflow fit before reading any benchmark or price row as decisive. If your workload also depends on coding workflow support, start with DeepSeek Coder V2 Instruct (0724); if it depends on reasoning depth, run the same evaluation with Qwen-AgentWorld-35B-A3B.
Continue comparing
Last reviewed: 2026-06-25. Data sourced from public model cards and provider documentation.