by DeepSeek
DeepSeek-V3.2-Speciale is a high-compute variant of DeepSeek-V3.2 optimized for maximum reasoning and agentic performance. It builds on DeepSeek Sparse Attention (DSA) for efficient long-context processing, then scales post-training reinforcement learning to push capability beyond the base model. Reported evaluations place Speciale ahead of GPT-5 on difficult reasoning workloads, with proficiency comparable to Gemini-3.0-Pro, while retaining strong coding and tool-use reliability. Like V3.2, it benefits from a large-scale agentic task synthesis pipeline that improves compliance and generalization in interactive environments.
| Signal | Strength | Weight | Impact |
|---|---|---|---|
| Recency2026-03-03T20:26:22.908Z | 100 | 15% | +15.0 |
| Context Window2026-03-03T20:26:22.908Z | 83 | 15% | +12.4 |
| Capabilities2026-03-03T20:26:22.908Z | 43 | 25% | +10.7 |
| Output Capacity2026-03-03T20:26:22.908Z | 87 | 10% | +8.7 |
| Versatility2026-03-03T20:26:22.908Z | 33 | 10% | +3.3 |
| Pricing Tier2026-03-03T20:26:22.908Z | 1 | 25% | +0.3 |
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