# Qwen3.6-27B vs Z-1

> Side-by-side benchmark comparison for Qwen3.6-27B and Z-1 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-6-27b-vs-z-1
- Last updated: September 4, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Qwen3.6-27B and Z-1.

## Summary

- Qwen3.6-27B and Z-1 do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | Qwen3.6-27B | Z-1 |
|----------|----------|----------|
| Creator | Alibaba | Z |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 262K | 128K |
| Independent public score (not head-to-head) | 52.73 | 44.81 |
| Benchmarks Covered | 38 | 0 |
| Pricing (input/output) | $0.00 / $0.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Qwen3.6-27B public-lane score: 33.9 (Supported · #133/151)
- Z-1 public-lane score: Coming soon

| Benchmark | Qwen3.6-27B | Z-1 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 59.3% | Coming soon | Coming soon |
| Claw-Eval | 72.4% | Coming soon | Coming soon |
| QwenClawBench | 53.4% | Coming soon | Coming soon |
| QwenWebBench | 1487 | Coming soon | Coming soon |
| AndroidWorld | 70.3% | Coming soon | Coming soon |
| Gert Labs | 54.84% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Qwen3.6-27B public-lane score: 42.6 (Supported · #128/183)
- Z-1 public-lane score: Coming soon

| Benchmark | Qwen3.6-27B | Z-1 | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 77.2% | Coming soon | Coming soon |
| SWE Multilingual | 71.3% | Coming soon | Coming soon |
| SWE-bench Pro | 53.5% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | 59.3% | Coming soon | Coming soon |
| LiveCodeBench | 83.9% | Coming soon | Coming soon |
| NL2Repo | 36.2% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Qwen3.6-27B public-lane score: 51.5 (#35/48)
- Z-1 public-lane score: Coming soon

| Benchmark | Qwen3.6-27B | Z-1 | Winner |
|-----------|-----------|-----------|--------|
| MMMU | 82.9% | Coming soon | Coming soon |
| MMMU-Pro | 75.8% | Coming soon | Coming soon |
| RealWorldQA | 84.1% | Coming soon | Coming soon |
| DynaMath | 85.6% | Coming soon | Coming soon |
| MStar | 81.4% | Coming soon | Coming soon |
| SimpleVQA | 56.1% | Coming soon | Coming soon |
| CharXiv | 78.4% | Coming soon | Coming soon |
| CC-OCR | 81.2% | Coming soon | Coming soon |
| CountBench | 97.8% | Coming soon | Coming soon |
| RefCOCO (avg) | 92.5% | Coming soon | Coming soon |
| ERQA | 62.5% | Coming soon | Coming soon |
| Video-MME (with subtitle) | 87.7% | Coming soon | Coming soon |
| VideoMMMU | 84.4% | Coming soon | Coming soon |
| MLVU (M-Avg) | 86.6% | Coming soon | Coming soon |
| V* | 94.7% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Qwen3.6-27B public-lane score: 73.7 (Unranked · 2 rankable rows)
- Z-1 public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- Qwen3.6-27B public-lane score: 49 (Estimated · #95/181)
- Z-1 public-lane score: Coming soon

| Benchmark | Qwen3.6-27B | Z-1 | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | 86.2% | Coming soon | Coming soon |
| MMLU-Redux | 93.5% | Coming soon | Coming soon |
| SuperGPQA | 66% | Coming soon | Coming soon |
| C-Eval | 91.4% | Coming soon | Coming soon |
| GPQA | 87.8% | Coming soon | Coming soon |
| HLE | 24% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Qwen3.6-27B public-lane score: 82.2 (#50/120)
- Z-1 public-lane score: Coming soon

### Mathematics

- Winner: Insufficient shared evidence
- Qwen3.6-27B public-lane score: 72.8 (Unranked · 5 rankable rows)
- Z-1 public-lane score: Coming soon

| Benchmark | Qwen3.6-27B | Z-1 | Winner |
|-----------|-----------|-----------|--------|
| HMMT Feb 2025 | 93.8% | Coming soon | Coming soon |
| HMMT Nov 2025 | 90.7% | Coming soon | Coming soon |
| HMMT Feb 2026 | 84.3% | Coming soon | Coming soon |
| MMAnswerBench | 80.8% | Coming soon | Coming soon |
| AIME26 | 94.1% | Coming soon | Coming soon |

## FAQ

### Can I compare Qwen3.6-27B and Z-1 on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [Qwen3.6-27B vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-qwen3-6-27b)
- [Z-1 vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-z-1)
- [Qwen3.6-27B vs GPT-6 Astra](/compare/gpt-6-astra-vs-qwen3-6-27b)
- [Z-1 vs GPT-6 Astra](/compare/gpt-6-astra-vs-z-1)

## Explore More

- [Qwen3.6-27B profile](/models/qwen3-6-27b)
- [Z-1 profile](/models/z-1)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)