# Qwen3.8-27B vs Sage-A1.5

> Side-by-side benchmark comparison for Qwen3.8-27B and Sage-A1.5 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-8-27b-vs-sage-a1-5
- Last updated: October 20, 2026

- Shared sourced benchmarks: 2
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Qwen3.8-27B and Sage-A1.5 share only 2 sourced benchmark rows.

## Summary

- Only 2 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 | Qwen3.8-27B | Sage-A1.5 |
|----------|----------|----------|
| Creator | Alibaba | InternScience |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 262K |
| Independent public score (not head-to-head) | 59.6 | 62.95 |
| Benchmarks Covered | 36 | 12 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Qwen3.8-27B public-lane score: 63.2 (Supported · #21/132)
- Sage-A1.5 public-lane score: 57.7 (Estimated · #36/132)

| Benchmark | Qwen3.8-27B | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 73.0% | Coming soon | Coming soon |
| CoWorkBench | 70.7% | Coming soon | Coming soon |
| JobBench | 33.4% | Coming soon | Coming soon |
| Agents' Last Exam | 42.9% | Coming soon | Coming soon |
| OSWorld-Verified | 84.3% | Coming soon | Coming soon |
| WebArena-Verified | 64.8% | Coming soon | Coming soon |
| AndroidWorld | 81.9% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 58.4% | 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 |
| VITA-Bench | Coming soon | 45.4% | Coming soon |
| PinchBench | Coming soon | 90.0% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Qwen3.8-27B public-lane score: 46.4 (Supported · #53/153)
- Sage-A1.5 public-lane score: 54 (Estimated · #34/153)

| Benchmark | Qwen3.8-27B | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 73.0% | Coming soon | Coming soon |
| SWE-bench Pro | 61.7% | 61.2% | Qwen3.8-27B |
| NL2Repo | 42.3% | Coming soon | Coming soon |
| DeepSWE | 42.2% | Coming soon | Coming soon |
| LiveCodeBench v6 | 90.3% | Coming soon | Coming soon |
| VulcanBench v3 | 82.6% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 84.0% | Coming soon | Coming soon |
| SWE-bench (Vals) | 86.0% | Coming soon | Coming soon |
| Bug Hunt Bench | 15.0 fixes | Coming soon | Coming soon |
| SciCode | Coming soon | 44.3% | Coming soon |
| SWE Multilingual | Coming soon | 72.7% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Qwen3.8-27B public-lane score: 81.3 (#7/27)
- Sage-A1.5 public-lane score: 80.6 (Unranked · 2 rankable rows)

| Benchmark | Qwen3.8-27B | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| CritPt | Coming soon | 20.0% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Qwen3.8-27B public-lane score: 84.4 (#13/55)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.8-27B | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| ExtractBench (LlamaIndex) | 89.75% | Coming soon | Coming soon |
| ParseBench | 70.79% | Coming soon | Coming soon |
| MathVision | 90.0% | Coming soon | Coming soon |
| MathVision w/ Python | 94.6% | Coming soon | Coming soon |
| BabyVision | 65.7% | Coming soon | Coming soon |
| BabyVision w/ Python | 85.6% | Coming soon | Coming soon |
| Vision2Web | 62.9% | Coming soon | Coming soon |
| CharXiv w/o tools | 83.7% | Coming soon | Coming soon |
| CharXiv | 90.2% | Coming soon | Coming soon |
| OmniDocBench 1.5 | 91.1% | Coming soon | Coming soon |
| RealWorldQA | 85.9% | Coming soon | Coming soon |
| ERQA | 65.5% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Qwen3.8-27B public-lane score: 51.1 (Supported · #79/187)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.8-27B | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 89.2% | Coming soon | Coming soon |
| GPQA-D | 89.2% | Coming soon | Coming soon |
| HLE | 30.8% | Coming soon | Coming soon |
| HLE w/o tools | 30.8% | Coming soon | Coming soon |
| GPQA Diamond (Vals) | 88.9% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 84.3% | Coming soon | Coming soon |
| FrontierScience Research | Coming soon | 48.3% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Qwen3.8-27B public-lane score: 86.9 (#43/152)
- Sage-A1.5 public-lane score: 91.9 (#22/152)

| Benchmark | Qwen3.8-27B | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 79.5% | 81.6% | Sage-A1.5 |

## FAQ

### Is there enough evidence to pick between Qwen3.8-27B and Sage-A1.5?

Not yet. The models share only 2 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

- [Qwen3.8-27B vs Sage-A1.5-F16-GGUF](/compare/qwen3-8-27b-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)
- [Qwen3.8-27B vs Sage-A1.5-FP8](/compare/qwen3-8-27b-vs-sage-a1-5-fp8)
- [Sage-A1.5 vs Sage-A1.5-FP8](/compare/sage-a1-5-vs-sage-a1-5-fp8)

## Explore More

- [Qwen3.8-27B profile](/models/qwen3-8-27b)
- [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)