# DeepSeek R1 Distill Qwen 32B vs Raw Qwen3 8B direct logits

> Side-by-side benchmark comparison for DeepSeek R1 Distill Qwen 32B and Raw Qwen3 8B direct logits across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/deepseek-r1-distill-qwen-32b-vs-jevbench-raw-qwen3-8b
- Last updated: September 30, 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 DeepSeek R1 Distill Qwen 32B and Raw Qwen3 8B direct logits.

## Summary

- DeepSeek R1 Distill Qwen 32B and Raw Qwen3 8B 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 | DeepSeek R1 Distill Qwen 32B | Raw Qwen3 8B direct logits |
|----------|----------|----------|
| Creator | DeepSeek | Alibaba Qwen / neutral reproduction |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 128K | null |
| Independent public score (not head-to-head) | 32.35 | null |
| Benchmarks Covered | 0 | 2 |
| Pricing (input/output) | $0.00 / $0.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Reasoning

- Winner: Insufficient shared evidence
- DeepSeek R1 Distill Qwen 32B public-lane score: 28.1 (Unranked · 1 rankable row)
- Raw Qwen3 8B direct logits public-lane score: Coming soon

| Benchmark | DeepSeek R1 Distill Qwen 32B | Raw Qwen3 8B direct logits | Winner |
|-----------|-----------|-----------|--------|
| JevBench 1.4 | Coming soon | 23.68 | Coming soon |
| JevBench 1.5 | Coming soon | 45.22 | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- DeepSeek R1 Distill Qwen 32B public-lane score: 29 (Estimated · #140/170)
- Raw Qwen3 8B direct logits public-lane score: Coming soon

### Instruction Following

- Winner: Insufficient shared evidence
- DeepSeek R1 Distill Qwen 32B public-lane score: 27.4 (#115/124)
- Raw Qwen3 8B direct logits public-lane score: Coming soon

## FAQ

### Can I compare DeepSeek R1 Distill Qwen 32B and Raw Qwen3 8B 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

- [DeepSeek R1 Distill Qwen 32B vs GPT-6 Astra](/compare/deepseek-r1-distill-qwen-32b-vs-gpt-6-astra)
- [Raw Qwen3 8B direct logits vs GPT-6 Astra](/compare/gpt-6-astra-vs-jevbench-raw-qwen3-8b)
- [DeepSeek R1 Distill Qwen 32B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-deepseek-r1-distill-qwen-32b)
- [Raw Qwen3 8B direct logits vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-jevbench-raw-qwen3-8b)

## Explore More

- [DeepSeek R1 Distill Qwen 32B profile](/models/deepseek-r1-distill-qwen-32b)
- [Raw Qwen3 8B direct logits profile](/models/jevbench-raw-qwen3-8b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)