# Raw Qwen3 4B Instruct 2507 direct logits vs Laguna XS 2.1

> Side-by-side benchmark comparison for Raw Qwen3 4B Instruct 2507 direct logits and Laguna XS 2.1 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/jevbench-raw-qwen3-4b-instruct-2507-vs-laguna-xs-2-1
- 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 Raw Qwen3 4B Instruct 2507 direct logits and Laguna XS 2.1.

## Summary

- Raw Qwen3 4B Instruct 2507 direct logits and Laguna XS 2.1 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 | Raw Qwen3 4B Instruct 2507 direct logits | Laguna XS 2.1 |
|----------|----------|----------|
| Creator | Alibaba Qwen / neutral reproduction | Poolside |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | null | 262K |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 2 | 5 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.10 / $0.20 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Raw Qwen3 4B Instruct 2507 direct logits public-lane score: Coming soon
- Laguna XS 2.1 public-lane score: Coming soon

| Benchmark | Raw Qwen3 4B Instruct 2507 direct logits | Laguna XS 2.1 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | Coming soon | 37.5% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Raw Qwen3 4B Instruct 2507 direct logits public-lane score: Coming soon
- Laguna XS 2.1 public-lane score: Coming soon

| Benchmark | Raw Qwen3 4B Instruct 2507 direct logits | Laguna XS 2.1 | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | Coming soon | 70.9% | Coming soon |
| SWE Multilingual | Coming soon | 63.1% | Coming soon |
| SWE-bench Pro | Coming soon | 47.6% | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 37.5% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Raw Qwen3 4B Instruct 2507 direct logits public-lane score: Coming soon
- Laguna XS 2.1 public-lane score: Coming soon

| Benchmark | Raw Qwen3 4B Instruct 2507 direct logits | Laguna XS 2.1 | Winner |
|-----------|-----------|-----------|--------|
| JevBench 1.4 | 40.95 | Coming soon | Coming soon |
| JevBench 1.5 | 62.14 | Coming soon | Coming soon |

## FAQ

### Can I compare Raw Qwen3 4B Instruct 2507 direct logits and Laguna XS 2.1 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

- [Raw Qwen3 4B Instruct 2507 direct logits vs Laguna S 2.1](/compare/jevbench-raw-qwen3-4b-instruct-2507-vs-laguna-s-2-1)
- [Laguna XS 2.1 vs Laguna S 2.1](/compare/laguna-s-2-1-vs-laguna-xs-2-1)
- [Raw Qwen3 4B Instruct 2507 direct logits vs Laguna M.1](/compare/jevbench-raw-qwen3-4b-instruct-2507-vs-laguna-m-1)
- [Laguna XS 2.1 vs Laguna M.1](/compare/laguna-m-1-vs-laguna-xs-2-1)

## Explore More

- [Raw Qwen3 4B Instruct 2507 direct logits profile](/models/jevbench-raw-qwen3-4b-instruct-2507)
- [Laguna XS 2.1 profile](/models/laguna-xs-2-1)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)