# Qwen3.5 397B vs Solar Pro 4

> Side-by-side benchmark comparison for Qwen3.5 397B and Solar Pro 4 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-5-397b-vs-solar-pro-4
- Last updated: September 10, 2026

- Shared sourced benchmarks: 5
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick Qwen3.5 397B if you want the stronger benchmark profile. Solar Pro 4 only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Qwen3.5 397B leads overall 54.7 to 0.
- The biggest single benchmark swing is MCP Atlas in Agentic, with scores of 46.1% and 61.4%.
- Solar Pro 4 is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- Solar Pro 4 also has the larger context window at 512K.

## Model Snapshot

| Property | Qwen3.5 397B | Solar Pro 4 |
|----------|----------|----------|
| Creator | Alibaba | Upstage |
| Type | Open Weight | Proprietary |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 128K | 512K |
| Overall Score | 54.7 | null |
| Benchmarks Covered | 38 | 10 |
| Pricing (input/output) | $0.60 / $3.60 | $0.30 / $1.20 |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Qwen3.5 397B public-lane score: 46.8 (Estimated · #71/152)
- Solar Pro 4 public-lane score: Coming soon

| Benchmark | Qwen3.5 397B | Solar Pro 4 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 52.5% | Coming soon | Coming soon |
| BrowseComp | 62% | 49.2% | Qwen3.5 397B |
| Claw-Eval | 56.8% | Coming soon | Coming soon |
| QwenClawBench | 51.8% | Coming soon | Coming soon |
| τ³-bench results | 68.4% | Coming soon | Coming soon |
| VITA-Bench | 43.7% | Coming soon | Coming soon |
| DeepPlanning | 37.6% | Coming soon | Coming soon |
| Toolathlon | 36.3% | Coming soon | Coming soon |
| MCP Atlas | 46.1% | 61.4% | Solar Pro 4 |
| MCP-Tasks | 74.2% | Coming soon | Coming soon |
| WideResearch | 74.0% | Coming soon | Coming soon |
| Gert Labs | 46.76% | Coming soon | Coming soon |
| ResearchClawBench | 14.2% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 57.0% | Coming soon |
| APEX-Agents | Coming soon | 18.7% | Coming soon |

### Coding

- Winner: Coming soon
- Qwen3.5 397B public-lane score: 50.2 (Estimated · #59/151)
- Solar Pro 4 public-lane score: Coming soon

| Benchmark | Qwen3.5 397B | Solar Pro 4 | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 76.2% | 70.6% | Qwen3.5 397B |
| LiveCodeBench v6 | 83.6% | Coming soon | Coming soon |
| SWE-bench Pro | 50.9% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 57.0% | Coming soon |
| LiveCodeBench | Coming soon | 87.8% | Coming soon |

### Multimodal & Grounded

- Winner: Coming soon
- Qwen3.5 397B public-lane score: 63 (#27/48)
- Solar Pro 4 public-lane score: Coming soon

| Benchmark | Qwen3.5 397B | Solar Pro 4 | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | 79% | Coming soon | Coming soon |
| MathVision | 88.6% | Coming soon | Coming soon |
| CharXiv | 80.8% | Coming soon | Coming soon |
| VideoMMMU | 84.7% | Coming soon | Coming soon |
| ScreenSpot Pro | 65.6% | Coming soon | Coming soon |
| V* | 95.8% | Coming soon | Coming soon |

### Reasoning

- Winner: Coming soon
- Qwen3.5 397B public-lane score: 59.8 (Unranked · 2 rankable rows)
- Solar Pro 4 public-lane score: Coming soon

| Benchmark | Qwen3.5 397B | Solar Pro 4 | Winner |
|-----------|-----------|-----------|--------|
| LongBench v2 | 63.2% | Coming soon | Coming soon |
| AI-Needle | 68.7% | Coming soon | Coming soon |

### Knowledge

- Winner: Coming soon
- Qwen3.5 397B public-lane score: 50.2 (Estimated · #77/183)
- Solar Pro 4 public-lane score: Coming soon

| Benchmark | Qwen3.5 397B | Solar Pro 4 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 88.4% | Coming soon | Coming soon |
| SuperGPQA | 70.4% | Coming soon | Coming soon |
| MMLU-Pro | 87.8% | 86.3% | Qwen3.5 397B |
| MMLU-Redux | 94.9% | Coming soon | Coming soon |
| C-Eval | 93% | Coming soon | Coming soon |
| HLE | 28.7% | Coming soon | Coming soon |
| GPQA-D | Coming soon | 89.0% | Coming soon |

### Instruction Following

- Winner: Coming soon
- Qwen3.5 397B public-lane score: 0 (#123/123)
- Solar Pro 4 public-lane score: Coming soon

| Benchmark | Qwen3.5 397B | Solar Pro 4 | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 92.6% | Coming soon | Coming soon |

### Multilingual

- Winner: Coming soon
- Qwen3.5 397B public-lane score: 69.7 (#5/12)
- Solar Pro 4 public-lane score: Coming soon

| Benchmark | Qwen3.5 397B | Solar Pro 4 | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | 84.7% | Coming soon | Coming soon |
| NOVA-63 | 59.1% | Coming soon | Coming soon |

### Mathematics

- Winner: Coming soon
- Qwen3.5 397B public-lane score: 74.2 (Unranked · 5 rankable rows)
- Solar Pro 4 public-lane score: Coming soon

| Benchmark | Qwen3.5 397B | Solar Pro 4 | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | 93.3% | 95.3% | Solar Pro 4 |
| HMMT Feb 2025 | 94.8% | Coming soon | Coming soon |
| HMMT Nov 2025 | 92.7% | Coming soon | Coming soon |
| HMMT Feb 2026 | 87.9% | Coming soon | Coming soon |
| MMAnswerBench | 80.9% | Coming soon | Coming soon |

## FAQ

### Which is better overall, Qwen3.5 397B or Solar Pro 4?

Qwen3.5 397B is ahead overall on BenchLM right now.

### How many benchmarks does Qwen3.5 397B cover on BenchLM?

Qwen3.5 397B currently has 38 sourced benchmark scores on BenchLM.

### How many benchmarks does Solar Pro 4 cover on BenchLM?

Solar Pro 4 currently has 10 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Qwen3.5 397B vs Qwen3.5 397B (Reasoning)](/compare/qwen3-5-397b-vs-qwen3-5-397b-reasoning)
- [Solar Pro 4 vs Qwen3.5 397B (Reasoning)](/compare/qwen3-5-397b-reasoning-vs-solar-pro-4)
- [Qwen3.5 397B vs Solar Pro 2](/compare/qwen3-5-397b-vs-solar-pro-2)
- [Solar Pro 4 vs Solar Pro 2](/compare/solar-pro-2-vs-solar-pro-4)

## Explore More

- [Qwen3.5 397B profile](/models/qwen3-5-397b)
- [Solar Pro 4 profile](/models/solar-pro-4)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)