# Qwen3.6 Plus vs Beam

> Side-by-side benchmark comparison for Qwen3.6 Plus and Beam across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-6-plus-vs-reflection-beam
- Last updated: October 5, 2026

- Shared sourced benchmarks: 7
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Pick Qwen3.6 Plus if you want the stronger benchmark profile. Beam only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Qwen3.6 Plus leads overall 53.68 to 0.
- The biggest single benchmark swing is MCP Atlas in Agentic, with scores of 48.2% and 78.7%.
- Qwen3.6 Plus also has the larger context window at 1M.

## Model Snapshot

| Property | Qwen3.6 Plus | Beam |
|----------|----------|----------|
| Creator | Alibaba | Reflection AI |
| Type | Proprietary | Pending |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | null |
| Overall Score | 53.68 | null |
| Benchmarks Covered | 48 | 16 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Qwen3.6 Plus public-lane score: 33.6 (Supported · #75/119)
- Beam public-lane score: Coming soon

| Benchmark | Qwen3.6 Plus | Beam | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 61.6% | Coming soon | Coming soon |
| Claw-Eval | 58.8% | Coming soon | Coming soon |
| QwenClawBench | 57.2% | Coming soon | Coming soon |
| τ³-bench results | 70.7% | Coming soon | Coming soon |
| VITA-Bench | 44.3% | Coming soon | Coming soon |
| DeepPlanning | 41.5% | Coming soon | Coming soon |
| Toolathlon | 39.8% | Coming soon | Coming soon |
| MCP Atlas | 48.2% | 78.7% | Beam |
| MCP-Tasks | 74.1% | Coming soon | Coming soon |
| WideResearch | 74.3% | Coming soon | Coming soon |
| Gert Labs | 50.60% | Coming soon | Coming soon |
| ResearchClawBench | 18.0% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 53.2% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 80.1% | Coming soon |
| BrowseComp | Coming soon | 77.4% | Coming soon |
| DeepSearchQA | Coming soon | 80.1% | Coming soon |

### Coding

- Winner: Not comparable
- Qwen3.6 Plus public-lane score: 41.7 (Supported · #59/144)
- Beam public-lane score: Coming soon

| Benchmark | Qwen3.6 Plus | Beam | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 78.8% | 80.9% | Beam |
| SWE-bench Pro | 56.6% | 65.5% | Beam |
| SWE Multilingual | 73.8% | 78% | Beam |
| LiveCodeBench v6 | 87.1% | Coming soon | Coming soon |
| Vibe Code Bench | 25.56% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 86.0% | Coming soon | Coming soon |
| SWE-bench (Vals) | 73.4% | Coming soon | Coming soon |
| DeepSWE | Coming soon | 44.4% | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 80.1% | Coming soon |
| SWE-Atlas Codebase QnA | Coming soon | 34.6% | Coming soon |
| SciCode | Coming soon | 49.7% | Coming soon |

### Reasoning

- Winner: Not comparable
- Qwen3.6 Plus public-lane score: 61.3 (Unranked · 4 rankable rows)
- Beam public-lane score: Coming soon

| Benchmark | Qwen3.6 Plus | Beam | Winner |
|-----------|-----------|-----------|--------|
| AI-Needle | 68.3% | Coming soon | Coming soon |
| LongBench v2 | 62% | 65.5% | Beam |

### Multimodal & Grounded

- Winner: Not comparable
- Qwen3.6 Plus public-lane score: 67.2 (#23/49)
- Beam public-lane score: Coming soon

| Benchmark | Qwen3.6 Plus | Beam | Winner |
|-----------|-----------|-----------|--------|
| MMMU | 86.0% | Coming soon | Coming soon |
| MMMU-Pro | 78.8% | Coming soon | Coming soon |
| MathVision | 88.0% | Coming soon | Coming soon |
| VideoMMMU | 84.0% | Coming soon | Coming soon |
| ScreenSpot Pro | 68.2% | Coming soon | Coming soon |
| CharXiv | 81.5% | Coming soon | Coming soon |
| V* | 96.9% | Coming soon | Coming soon |

### Knowledge

- Winner: Not comparable
- Qwen3.6 Plus public-lane score: 52.5 (Supported · #60/171)
- Beam public-lane score: Coming soon

| Benchmark | Qwen3.6 Plus | Beam | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 90.4% | Coming soon | Coming soon |
| SuperGPQA | 71.6% | Coming soon | Coming soon |
| MMLU-Pro | 88.5% | Coming soon | Coming soon |
| MMLU-Redux | 94.5% | Coming soon | Coming soon |
| C-Eval | 93.3% | Coming soon | Coming soon |
| HLE | 28.8% | Coming soon | Coming soon |
| GPQA Diamond (Vals) | 87.4% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 87.7% | Coming soon | Coming soon |
| GPQA-D | Coming soon | 90.5% | Coming soon |
| HLE w/o tools | Coming soon | 36.2% | Coming soon |

### Multilingual

- Winner: Not comparable
- Qwen3.6 Plus public-lane score: 93.8 (#4/16)
- Beam public-lane score: Coming soon

| Benchmark | Qwen3.6 Plus | Beam | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | 84.7% | Coming soon | Coming soon |
| NOVA-63 | 57.9% | Coming soon | Coming soon |

### Instruction Following

- Winner: Not comparable
- Qwen3.6 Plus public-lane score: 82.5 (#48/125)
- Beam public-lane score: Coming soon

| Benchmark | Qwen3.6 Plus | Beam | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 94.3% | Coming soon | Coming soon |
| IFBench | 75.8% | 79.7% | Beam |

### Mathematics

- Winner: Not comparable
- Qwen3.6 Plus public-lane score: 62 (#5/7)
- Beam public-lane score: Coming soon

| Benchmark | Qwen3.6 Plus | Beam | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | 95.3% | 97.8% | Beam |
| HMMT Feb 2025 | 96.7% | Coming soon | Coming soon |
| HMMT Nov 2025 | 94.6% | Coming soon | Coming soon |
| HMMT Feb 2026 | 87.8% | Coming soon | Coming soon |
| MMAnswerBench | 83.8% | Coming soon | Coming soon |
| FrontierMath v2 (Tiers 1-3) | 26.207% | Coming soon | Coming soon |
| FrontierMath v2 (Tier 4) | 8.333% | Coming soon | Coming soon |

## FAQ

### Which is better overall, Qwen3.6 Plus or Beam?

Qwen3.6 Plus is ahead overall on BenchLM right now.

### How many benchmarks does Qwen3.6 Plus cover on BenchLM?

Qwen3.6 Plus currently has 48 sourced benchmark scores on BenchLM.

### How many benchmarks does Beam cover on BenchLM?

Beam currently has 16 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Qwen3.6 Plus vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-6-plus)
- [Beam vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-reflection-beam)
- [Qwen3.6 Plus vs GPT-6 Astra](/compare/gpt-6-astra-vs-qwen3-6-plus)
- [Beam vs GPT-6 Astra](/compare/gpt-6-astra-vs-reflection-beam)

## Explore More

- [Qwen3.6 Plus profile](/models/qwen3-6-plus)
- [Beam profile](/models/reflection-beam)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)