# Qwen3 32B (Reasoning) vs Raw Qwen3 4B Instruct 2507 direct logits

> Side-by-side benchmark comparison for Qwen3 32B (Reasoning) and Raw Qwen3 4B Instruct 2507 direct logits across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-32b-reasoning-vs-raw-qwen3-4b-instruct-2507
- Last updated: October 14, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Qwen3 32B (Reasoning) and Raw Qwen3 4B Instruct 2507 direct logits.

## Summary

- Qwen3 32B (Reasoning) and Raw Qwen3 4B Instruct 2507 direct logits do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | Qwen3 32B (Reasoning) | Raw Qwen3 4B Instruct 2507 direct logits |
|----------|----------|----------|
| Creator | Alibaba | Alibaba |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 128K | null |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 11 | 2 |
| Pricing (input/output) | N/A | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Qwen3 32B (Reasoning) public-lane score: Coming soon
- Raw Qwen3 4B Instruct 2507 direct logits public-lane score: Coming soon

| Benchmark | Qwen3 32B (Reasoning) | Raw Qwen3 4B Instruct 2507 direct logits | Winner |
|-----------|-----------|-----------|--------|
| BFCL v3 | 70.3% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Qwen3 32B (Reasoning) public-lane score: Coming soon
- Raw Qwen3 4B Instruct 2507 direct logits public-lane score: Coming soon

| Benchmark | Qwen3 32B (Reasoning) | Raw Qwen3 4B Instruct 2507 direct logits | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v5 | 65.7% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Qwen3 32B (Reasoning) public-lane score: Coming soon
- Raw Qwen3 4B Instruct 2507 direct logits public-lane score: Coming soon

| Benchmark | Qwen3 32B (Reasoning) | Raw Qwen3 4B Instruct 2507 direct logits | Winner |
|-----------|-----------|-----------|--------|
| JevBench 1.4 | Coming soon | 40.95 | Coming soon |
| JevBench 1.5 | Coming soon | 62.14 | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Qwen3 32B (Reasoning) public-lane score: Coming soon
- Raw Qwen3 4B Instruct 2507 direct logits public-lane score: Coming soon

| Benchmark | Qwen3 32B (Reasoning) | Raw Qwen3 4B Instruct 2507 direct logits | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Redux | 90.9% | Coming soon | Coming soon |
| GPQA | 68.4% | Coming soon | Coming soon |
| C-Eval | 87.3% | Coming soon | Coming soon |
| MMMLU | 80.6% | Coming soon | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- Qwen3 32B (Reasoning) public-lane score: Coming soon
- Raw Qwen3 4B Instruct 2507 direct logits public-lane score: Coming soon

| Benchmark | Qwen3 32B (Reasoning) | Raw Qwen3 4B Instruct 2507 direct logits | Winner |
|-----------|-----------|-----------|--------|
| INCLUDE | 73.7% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Qwen3 32B (Reasoning) public-lane score: Coming soon
- Raw Qwen3 4B Instruct 2507 direct logits public-lane score: Coming soon

| Benchmark | Qwen3 32B (Reasoning) | Raw Qwen3 4B Instruct 2507 direct logits | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 85% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Qwen3 32B (Reasoning) public-lane score: Coming soon
- Raw Qwen3 4B Instruct 2507 direct logits public-lane score: Coming soon

| Benchmark | Qwen3 32B (Reasoning) | Raw Qwen3 4B Instruct 2507 direct logits | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | 97.2% | Coming soon | Coming soon |
| AIME 2024 | 81.4% | Coming soon | Coming soon |
| AIME 2025 | 72.9% | Coming soon | Coming soon |

## FAQ

### Can I compare Qwen3 32B (Reasoning) and Raw Qwen3 4B Instruct 2507 direct logits on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [Qwen3 32B (Reasoning) vs Qwen3 32B](/compare/qwen3-32b-vs-qwen3-32b-reasoning)
- [Raw Qwen3 4B Instruct 2507 direct logits vs Qwen3 32B](/compare/qwen3-32b-vs-raw-qwen3-4b-instruct-2507)
- [Qwen3 32B (Reasoning) vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-32b-reasoning)
- [Raw Qwen3 4B Instruct 2507 direct logits vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-raw-qwen3-4b-instruct-2507)

## Explore More

- [Qwen3 32B (Reasoning) profile](/models/qwen3-32b-reasoning)
- [Raw Qwen3 4B Instruct 2507 direct logits profile](/models/raw-qwen3-4b-instruct-2507)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)