# Qwen3.7 Plus vs Sage-A1.5

> Side-by-side benchmark comparison for Qwen3.7 Plus and Sage-A1.5 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-7-plus-vs-sage-a1-5
- Last updated: October 20, 2026

- Shared sourced benchmarks: 6
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Sage-A1.5 leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- Sage-A1.5 has the higher overall point estimate 62.95 to 53.74. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in agentic, where the averages are 35.1 for Qwen3.7 Plus and 57.7 for Sage-A1.5.
- The biggest single benchmark swing is CritPt in Reasoning, with scores of 9.1% and 20.0%.
- Qwen3.7 Plus also has the larger context window at 1M.

## Model Snapshot

| Property | Qwen3.7 Plus | Sage-A1.5 |
|----------|----------|----------|
| Creator | Alibaba | InternScience |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 262K |
| Overall Score | 53.74 | 62.95 |
| Benchmarks Covered | 53 | 12 |
| Pricing (input/output) | N/A | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Directional only
- Qwen3.7 Plus public-lane score: 35.1 (Supported · #84/132)
- Sage-A1.5 public-lane score: 57.7 (Estimated · #36/132)

| Benchmark | Qwen3.7 Plus | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 70.3% | Coming soon | Coming soon |
| QwenClawBench | 61.8% | Coming soon | Coming soon |
| Claw-Eval | 62.7% | Coming soon | Coming soon |
| BFCL v4 | 72.9% | Coming soon | Coming soon |
| MCP Atlas | 73.2% | Coming soon | Coming soon |
| VITA-Bench | 45.6% | 45.4% | Qwen3.7 Plus |
| DeepPlanning | 62.3% | Coming soon | Coming soon |
| OSWorld-Verified | 73.3% | Coming soon | Coming soon |
| AndroidWorld | 81.0% | Coming soon | Coming soon |
| OSWorld 2.0 | 2.8% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 52.8% | 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: Directional only
- Qwen3.7 Plus public-lane score: 40.2 (Estimated · #67/153)
- Sage-A1.5 public-lane score: 54 (Estimated · #34/153)

| Benchmark | Qwen3.7 Plus | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 70.3% | Coming soon | Coming soon |
| SWE-bench Verified | 77.7% | Coming soon | Coming soon |
| SWE-bench Pro | 57.6% | 61.2% | Sage-A1.5 |
| SWE Multilingual | 75.8% | 72.7% | Qwen3.7 Plus |
| NL2Repo | 41.1% | Coming soon | Coming soon |
| SciCode | 51.3% | 44.3% | Qwen3.7 Plus |
| LiveCodeBench v6 | 89.6% | Coming soon | Coming soon |

### Reasoning

- Winner: Not comparable
- Qwen3.7 Plus public-lane score: 80 (Unranked · 3 rankable rows)
- Sage-A1.5 public-lane score: 80.6 (Unranked · 2 rankable rows)

| Benchmark | Qwen3.7 Plus | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| CritPt | 9.1% | 20.0% | Sage-A1.5 |
| MRCRv2 | 91.7% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- Qwen3.7 Plus public-lane score: 82 (#16/55)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.7 Plus | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | 79% | Coming soon | Coming soon |
| MathVision | 90.3% | Coming soon | Coming soon |
| CharXiv | 85.9% | Coming soon | Coming soon |
| ERQA | 69.8% | Coming soon | Coming soon |
| MedXpertQA (MM) | 71.0% | Coming soon | Coming soon |
| ScreenSpot Pro | 79.0% | Coming soon | Coming soon |
| SimpleVQA | 81.7% | Coming soon | Coming soon |
| MMSearch-Plus | 41.4% | Coming soon | Coming soon |
| RealWorldQA | 86.9% | Coming soon | Coming soon |
| OmniDocBench 1.5 | 91.4% | Coming soon | Coming soon |
| OCRBench V2 | 70.7% | Coming soon | Coming soon |
| ODINW13 | 51.1% | Coming soon | Coming soon |
| Video-MME (with subtitle) | 88.0% | Coming soon | Coming soon |
| VideoMMMU | 85.4% | Coming soon | Coming soon |
| MLVU (M-Avg) | 87.4% | Coming soon | Coming soon |

### Knowledge

- Winner: Not comparable
- Qwen3.7 Plus public-lane score: 53.7 (Estimated · #67/187)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.7 Plus | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 90.3% | Coming soon | Coming soon |
| GPQA-D | 90.3% | Coming soon | Coming soon |
| HLE | 34.7% | Coming soon | Coming soon |
| MMLU-Pro | 88.5% | Coming soon | Coming soon |
| MMLU-Redux | 94.5% | Coming soon | Coming soon |
| SuperGPQA | 71.4% | Coming soon | Coming soon |
| MMMLU | 89.0% | Coming soon | Coming soon |
| FrontierScience Research | Coming soon | 48.3% | Coming soon |

### Multilingual

- Winner: Not comparable
- Qwen3.7 Plus public-lane score: 95.7 (#3/17)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.7 Plus | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | 85.4% | Coming soon | Coming soon |
| NOVA-63 | 58.8% | Coming soon | Coming soon |
| INCLUDE | 83.0% | Coming soon | Coming soon |
| MAXIFE | 88.8% | Coming soon | Coming soon |
| PolyMath | 84.0% | Coming soon | Coming soon |

### Instruction Following

- Winner: Qwen3.7 Plus
- Qwen3.7 Plus public-lane score: 92.8 (#18/152)
- Sage-A1.5 public-lane score: 91.9 (#22/152)

| Benchmark | Qwen3.7 Plus | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 94.6% | Coming soon | Coming soon |
| IFBench | 79.1% | 81.6% | Sage-A1.5 |

### Mathematics

- Winner: Not comparable
- Qwen3.7 Plus public-lane score: 64.3 (Unranked · 4 rankable rows)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.7 Plus | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| HMMT Feb 2026 | 92.9% | Coming soon | Coming soon |
| IMOAnswerBench | 86.0% | Coming soon | Coming soon |
| Apex | 22.7% | Coming soon | Coming soon |
| FrontierMath v2 (Tiers 1-3) | 34.386% | Coming soon | Coming soon |

## FAQ

### Which is better overall, Qwen3.7 Plus or Sage-A1.5?

Sage-A1.5 has the higher overall point estimate. Conditional score ranges do not establish rank confidence.

### Where is the biggest gap between Qwen3.7 Plus and Sage-A1.5?

The widest category gap is in agentic, where the averages are 35.1 for Qwen3.7 Plus and 57.7 for Sage-A1.5.

### How many benchmarks does Qwen3.7 Plus cover on BenchLM?

Qwen3.7 Plus currently has 53 sourced benchmark scores on BenchLM.

### How many benchmarks does Sage-A1.5 cover on BenchLM?

Sage-A1.5 currently has 12 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Qwen3.7 Plus vs Sage-A1.5-F16-GGUF](/compare/qwen3-7-plus-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)
- [Qwen3.7 Plus vs Sage-A1.5-FP8](/compare/qwen3-7-plus-vs-sage-a1-5-fp8)
- [Sage-A1.5 vs Sage-A1.5-FP8](/compare/sage-a1-5-vs-sage-a1-5-fp8)

## Explore More

- [Qwen3.7 Plus profile](/models/qwen3-7-plus)
- [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)