# Qwen3.7 Max vs Sage-A1.5

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

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

- Shared sourced benchmarks: 7
- 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 62.51. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in agentic, where the averages are 40.6 for Qwen3.7 Max and 57.7 for Sage-A1.5.
- The biggest single benchmark swing is SciCode in Coding, with scores of 53.5% and 44.3%.
- Sage-A1.5 is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- Qwen3.7 Max also has the larger context window at 1M.

## Model Snapshot

| Property | Qwen3.7 Max | Sage-A1.5 |
|----------|----------|----------|
| Creator | Alibaba | InternScience |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 262K |
| Overall Score | 62.51 | 62.95 |
| Benchmarks Covered | 43 | 12 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Directional only
- Qwen3.7 Max public-lane score: 40.6 (Supported · #69/132)
- Sage-A1.5 public-lane score: 57.7 (Estimated · #36/132)

| Benchmark | Qwen3.7 Max | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 69.7% | Coming soon | Coming soon |
| QwenClawBench | 64.3% | Coming soon | Coming soon |
| Claw-Eval | 65.2% | Coming soon | Coming soon |
| BFCL v4 | 75.0% | Coming soon | Coming soon |
| MCP Atlas | 76.4% | Coming soon | Coming soon |
| VITA-Bench | 47.9% | 45.4% | Qwen3.7 Max |
| HLE w/ tools | 53.5% | 55.1% | Sage-A1.5 |
| Gert Labs | 64.27% | Coming soon | Coming soon |
| ResearchClawBench | 18.7% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 61.0% | 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 |
| PinchBench | Coming soon | 90.0% | Coming soon |

### Coding

- Winner: Directional only
- Qwen3.7 Max public-lane score: 44.1 (Supported · #57/153)
- Sage-A1.5 public-lane score: 54 (Estimated · #34/153)

| Benchmark | Qwen3.7 Max | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 80.4% | Coming soon | Coming soon |
| SWE-bench Pro | 60.6% | 61.2% | Sage-A1.5 |
| SWE Multilingual | 78.3% | 72.7% | Qwen3.7 Max |
| NL2Repo | 47.2% | Coming soon | Coming soon |
| SciCode | 53.5% | 44.3% | Qwen3.7 Max |
| LiveCodeBench v6 | 91.6% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | 69.7% | Coming soon | Coming soon |
| OpenHarmony Bench | 53.4% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 87.1% | Coming soon | Coming soon |
| SWE-bench (Vals) | 68.8% | Coming soon | Coming soon |

### Reasoning

- Winner: Not comparable
- Qwen3.7 Max public-lane score: 81.4 (Unranked · 3 rankable rows)
- Sage-A1.5 public-lane score: 80.6 (Unranked · 2 rankable rows)

| Benchmark | Qwen3.7 Max | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| MRCRv2 | 90.4% | Coming soon | Coming soon |
| CritPt | 13.4% | 20.0% | Sage-A1.5 |

### Knowledge

- Winner: Not comparable
- Qwen3.7 Max public-lane score: 61.3 (Supported · #47/187)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 92.4% | Coming soon | Coming soon |
| GPQA-D | 92.4% | Coming soon | Coming soon |
| HLE | 41.4% | Coming soon | Coming soon |
| MMLU-Pro | 89.6% | Coming soon | Coming soon |
| MMLU-Redux | 95% | Coming soon | Coming soon |
| SuperGPQA | 73.6% | Coming soon | Coming soon |
| MMMLU | 90.3% | Coming soon | Coming soon |
| GPQA Diamond (Vals) | 90.2% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 89.3% | Coming soon | Coming soon |
| FrontierScience Research | Coming soon | 48.3% | Coming soon |

### Multilingual

- Winner: Not comparable
- Qwen3.7 Max public-lane score: 100 (#1/17)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | 87% | Coming soon | Coming soon |
| NOVA-63 | 59.0% | Coming soon | Coming soon |
| INCLUDE | 86.2% | Coming soon | Coming soon |
| MAXIFE | 89.2% | Coming soon | Coming soon |
| PolyMath | 86.5% | Coming soon | Coming soon |

### Instruction Following

- Winner: Qwen3.7 Max
- Qwen3.7 Max public-lane score: 92.8 (#17/152)
- Sage-A1.5 public-lane score: 91.9 (#22/152)

| Benchmark | Qwen3.7 Max | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 94.3% | Coming soon | Coming soon |
| IFBench | 79.1% | 81.6% | Sage-A1.5 |

### Mathematics

- Winner: Not comparable
- Qwen3.7 Max public-lane score: 79 (#2/12)
- Sage-A1.5 public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | Sage-A1.5 | Winner |
|-----------|-----------|-----------|--------|
| HMMT Feb 2026 | 97.1% | Coming soon | Coming soon |
| IMOAnswerBench | 90.0% | Coming soon | Coming soon |
| Apex | 44.5% | Coming soon | Coming soon |
| FrontierMath v2 (Tiers 1-3) | 64.561% | Coming soon | Coming soon |
| FrontierMath v2 (Tier 4) | 34.146% | Coming soon | Coming soon |

## FAQ

### Which is better overall, Qwen3.7 Max 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 Max and Sage-A1.5?

The widest category gap is in agentic, where the averages are 40.6 for Qwen3.7 Max and 57.7 for Sage-A1.5.

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

Qwen3.7 Max currently has 43 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 Max vs Sage-A1.5-F16-GGUF](/compare/qwen3-7-max-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 Max vs Sage-A1.5-FP8](/compare/qwen3-7-max-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 Max profile](/models/qwen3-7-max)
- [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)