# Qwen3.6-35B-A3B vs Sage-A1.5

> Side-by-side benchmark comparison for Qwen3.6-35B-A3B and Sage-A1.5 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-6-35b-a3b-vs-sage-a1-5
- Last updated: October 23, 2026

- Shared sourced benchmarks: 3
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Qwen3.6-35B-A3B and Sage-A1.5 share only 3 sourced benchmark rows.

## Summary

- Only 3 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.

## Model Snapshot

| Property | Qwen3.6-35B-A3B | Sage-A1.5 |
|----------|----------|----------|
| Creator | Alibaba | InternScience |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 262K |
| Independent public score (not head-to-head) | 43.1 | 62.84 |
| Benchmarks Covered | 44 | 12 |
| Pricing (input/output) | N/A | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Qwen3.6-35B-A3B public-lane score: 30 (Estimated · #98/132)
- Sage-A1.5 public-lane score: 57.7 (Estimated · #37/132)

| Benchmark | Qwen3.6-35B-A3B | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 51.5% | Coming soon | Coming soon |
| Claw-Eval | 68.7% | Coming soon | Coming soon |
| QwenClawBench | 52.6% | Coming soon | Coming soon |
| QwenWebBench | 1397 | Coming soon | Coming soon |
| τ³-bench results | 67.2% | Coming soon | Coming soon |
| VITA-Bench | 35.6% | 45.4% | Sage-A1.5 |
| DeepPlanning | 25.9% | Coming soon | Coming soon |
| Toolathlon | 26.9% | Coming soon | Coming soon |
| MCP Atlas | 62.8% | Coming soon | Coming soon |
| WideResearch | 60.1% | Coming soon | Coming soon |
| Gert Labs | 42.65% | Coming soon | Coming soon |
| GAIA | Coming soon | 95.1% | Coming soon |
| BrowseComp | Coming soon | 81.7% | Coming soon |
| MLE-Bench Lite | Coming soon | 65.2% | Coming soon |
| HLE w/ tools | Coming soon | 55.1% | Coming soon |
| PinchBench | Coming soon | 90.0% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Qwen3.6-35B-A3B public-lane score: 31.5 (Estimated · #94/153)
- Sage-A1.5 public-lane score: 54 (Estimated · #34/153)

| Benchmark | Qwen3.6-35B-A3B | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 73.4% | Coming soon | Coming soon |
| SWE Multilingual | 67.2% | 72.7% | Sage-A1.5 |
| SWE-bench Pro | 49.5% | 61.2% | Sage-A1.5 |
| Terminal-Bench 2.0 | 51.5% | Coming soon | Coming soon |
| LiveCodeBench v6 | 80.4% | Coming soon | Coming soon |
| NL2Repo | 29.4% | Coming soon | Coming soon |
| SciCode | Coming soon | 44.3% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Qwen3.6-35B-A3B public-lane score: 74.3 (Unranked · 2 rankable rows)
- Sage-A1.5 public-lane score: 80.6 (Unranked · 2 rankable rows)

| Benchmark | Qwen3.6-35B-A3B | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| CritPt | Coming soon | 20.0% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Qwen3.6-35B-A3B public-lane score: 66.6 (#42/56)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.6-35B-A3B | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| ExtractBench (LlamaIndex) | 88.11% | Coming soon | Coming soon |
| ParseBench | 44.10% | Coming soon | Coming soon |
| MMMU | 81.7% | Coming soon | Coming soon |
| MMMU-Pro | 75.3% | Coming soon | Coming soon |
| RealWorldQA | 85.3% | Coming soon | Coming soon |
| OmniDocBench 1.5 | 89.9% | Coming soon | Coming soon |
| CharXiv | 78% | Coming soon | Coming soon |
| SimpleVQA | 58.9% | Coming soon | Coming soon |
| CC-OCR | 81.9% | Coming soon | Coming soon |
| AI2D_TEST | 92.7% | Coming soon | Coming soon |
| RefCOCO (avg) | 92.0% | Coming soon | Coming soon |
| ODINW13 | 50.8% | Coming soon | Coming soon |
| Video-MME (with subtitle) | 86.6% | Coming soon | Coming soon |
| Video-MME (w/o subtitle) | 82.5% | Coming soon | Coming soon |
| VideoMMMU | 83.7% | Coming soon | Coming soon |
| MLVU (M-Avg) | 86.2% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Qwen3.6-35B-A3B public-lane score: 42.2 (Estimated · #110/187)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.6-35B-A3B | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | 85.2% | Coming soon | Coming soon |
| SuperGPQA | 64.7% | Coming soon | Coming soon |
| C-Eval | 90% | Coming soon | Coming soon |
| GPQA | 86% | Coming soon | Coming soon |
| HLE | 21.4% | Coming soon | Coming soon |
| FrontierScience Research | Coming soon | 48.3% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Qwen3.6-35B-A3B public-lane score: 78.3 (#63/153)
- Sage-A1.5 public-lane score: 91.9 (#22/153)

| Benchmark | Qwen3.6-35B-A3B | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| IFBench | Coming soon | 81.6% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Qwen3.6-35B-A3B public-lane score: 58.4 (#10/12)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.6-35B-A3B | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| HMMT Feb 2025 | 90.7% | Coming soon | Coming soon |
| HMMT Nov 2025 | 89.1% | Coming soon | Coming soon |
| HMMT Feb 2026 | 83.6% | Coming soon | Coming soon |
| MMAnswerBench | 78.9% | Coming soon | Coming soon |
| AIME26 | 92.7% | Coming soon | Coming soon |
| FrontierMath v2 (Tiers 1-3) | 20.351% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between Qwen3.6-35B-A3B and Sage-A1.5?

Not yet. The models share only 3 sourced benchmark rows, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Qwen3.6-35B-A3B vs Sage-A1.5-F16-GGUF](/compare/qwen3-6-35b-a3b-vs-sage-a1-5-f16-gguf)
- [Sage-A1.5 vs Sage-A1.5-F16-GGUF](/compare/sage-a1-5-vs-sage-a1-5-f16-gguf)
- [Qwen3.6-35B-A3B vs Sage-A1.5-FP8](/compare/qwen3-6-35b-a3b-vs-sage-a1-5-fp8)
- [Sage-A1.5 vs Sage-A1.5-FP8](/compare/sage-a1-5-vs-sage-a1-5-fp8)

## Explore More

- [Qwen3.6-35B-A3B profile](/models/qwen3-6-35b-a3b)
- [Sage-A1.5 profile](/models/sage-a1-5)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)