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Get started freeClaude 4.1 Opus vs QwQ-Plus
Compare Claude 4.1 Opus and QwQ-Plus. Build AI products powered by either model on Appaca.
Model Comparison
| Feature | Claude 4.1 Opus | QwQ-Plus |
|---|---|---|
| Provider | Anthropic | Alibaba Cloud |
| Model Type | text | text |
| Context Window | 1,000,000 tokens | 131,072 tokens |
| Input Cost | $15.00/ 1M tokens | $0.23/ 1M tokens |
| Output Cost | $75.00/ 1M tokens | $0.57/ 1M tokens |
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Strengths & Best Use Cases
Claude 4.1 Opus
Anthropic1. Advanced Coding Performance
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Achieves 74.5% on SWE-bench Verified, improving the Claude family's state-of-the-art coding abilities.
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Stronger at:
- Multi-file code refactoring
- Large codebase debugging
- Pinpointing exact corrections without unnecessary edits
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Outperforms Opus 4 and shows gains comparable to jumps seen in past major releases.
2. Improved Agentic & Research Capabilities
- Better at maintaining detail accuracy in long research tasks.
- Enhanced agentic search and step-by-step problem solving.
- Performs reliably across complex multi-turn reasoning tasks.
3. Validated by Real-World Users
- GitHub: Better multi-file refactoring and code adjustments.
- Rakuten Group: High precision debugging with minimal collateral changes.
- Windsurf: One standard deviation improvement on their junior dev benchmark - similar magnitude to Sonnet 3.7 → Sonnet 4.
4. Hybrid-Reasoning Benchmark Improvements
- Improvements across TAU-bench, GPQA Diamond, MMMLU, MMMU, AIME (with extended thinking).
- Stronger robustness in long-context reasoning tasks.
QwQ-Plus
Alibaba Cloud1. Deep reasoning specialization
- Competes with DeepSeek-R1 full-performance levels.
- Excellent for math, proofs, symbolic logic.
2. Strong code reasoning
- Top-tier LiveCodeBench performance.
3. Chain-of-thought supported
- Up to 32K reasoning tokens.
4. Reliable structured outputs
- Consistent on difficult multi-step problems.
Prompts to Get Started
Use these prompts to power AI products you build on Appaca. Each works great with the models above.
Best for Claude 4.1 Opus
textGrammar Mini-Lesson
Design a focused grammar mini-lesson with instruction, models, and practice.
History Timeline Activity
Create a timeline activity to help students understand historical sequence and causation.
Curriculum Unit Plan
Design a multi-week curriculum unit with goals, assessments, and lesson sequence.
Best for QwQ-Plus
textDoor Hanger Prospecting Copy
Write a door hanger message for real estate prospecting in a target neighborhood. Creates familiarity and generates leads.
Board Presentation Outline
Structure a board meeting presentation covering performance and strategy.
Project Scope Document
Define the scope of a project to prevent scope creep and align stakeholders.