# Qwen3.8-Flash-Next vs Sage-A1.5

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

- Canonical page: https://benchlm.ai/compare/qwen3-8-flash-next-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: Qwen3.8-Flash-Next 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 | Qwen3.8-Flash-Next | Sage-A1.5 |
|----------|----------|----------|
| Creator | Alibaba | InternScience |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 262K |
| Independent public score (not head-to-head) | 62.74 | 62.82 |
| Benchmarks Covered | 25 | 12 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Qwen3.8-Flash-Next public-lane score: 65.5 (Supported · #17/132)
- Sage-A1.5 public-lane score: 57.7 (Estimated · #36/132)

| Benchmark | Qwen3.8-Flash-Next | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| CoWorkBench | 73.9% | Coming soon | Coming soon |
| JobBench | 55.7% | Coming soon | Coming soon |
| Agents' Last Exam | 51.2% | Coming soon | Coming soon |
| Toolathlon-Verified | 73.5% | Coming soon | Coming soon |
| AndroidWorld | 84.5% | Coming soon | Coming soon |
| OSWorld 2.0 | 19.4% | 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-Flash-Next public-lane score: 51.7 (Supported · #43/153)
- Sage-A1.5 public-lane score: 54 (Estimated · #34/153)

| Benchmark | Qwen3.8-Flash-Next | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Pro | 62.5% | 61.2% | Qwen3.8-Flash-Next |
| SWE Multilingual | 81% | 72.7% | Qwen3.8-Flash-Next |
| NL2Repo | 48.1% | Coming soon | Coming soon |
| DeepSWE | 58.7% | Coming soon | Coming soon |
| LiveCodeBench v6 | 91.9% | Coming soon | Coming soon |
| SciCode | Coming soon | 44.3% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Qwen3.8-Flash-Next public-lane score: 79.8 (Unranked · 2 rankable rows)
- Sage-A1.5 public-lane score: 80.6 (Unranked · 2 rankable rows)

| Benchmark | Qwen3.8-Flash-Next | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| CritPt | Coming soon | 20.0% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Qwen3.8-Flash-Next public-lane score: 86.1 (#10/56)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.8-Flash-Next | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| ExtractBench (LlamaIndex) | 89.88% | Coming soon | Coming soon |
| Vision2Web | 64.0% | Coming soon | Coming soon |
| ERQA | 72.3% | Coming soon | Coming soon |
| LVBench | 76.6% | Coming soon | Coming soon |
| RealWorldQA | 88.5% | Coming soon | Coming soon |
| MathVision | 90.6% | Coming soon | Coming soon |
| MathVision w/ Python | 95.7% | Coming soon | Coming soon |
| CharXiv w/o tools | 84.6% | Coming soon | Coming soon |
| CharXiv | 90.6% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Qwen3.8-Flash-Next public-lane score: 58.7 (Supported · #53/187)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.8-Flash-Next | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 91.7% | Coming soon | Coming soon |
| GPQA-D | 91.7% | Coming soon | Coming soon |
| HLE | 35.9% | Coming soon | Coming soon |
| HLE w/o tools | 35.9% | Coming soon | Coming soon |
| FrontierScience Research | Coming soon | 48.3% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Qwen3.8-Flash-Next public-lane score: 91.2 (#24/152)
- Sage-A1.5 public-lane score: 91.9 (#22/152)

| Benchmark | Qwen3.8-Flash-Next | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 81.3% | 81.6% | Sage-A1.5 |

## FAQ

### Is there enough evidence to pick between Qwen3.8-Flash-Next 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

- [Qwen3.8-Flash-Next vs Sage-A1.5-F16-GGUF](/compare/qwen3-8-flash-next-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-Flash-Next vs Sage-A1.5-FP8](/compare/qwen3-8-flash-next-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-Flash-Next profile](/models/qwen3-8-flash-next)
- [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)