# Gemma 3 27B vs SWE-2

> Side-by-side benchmark comparison for Gemma 3 27B and SWE-2 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemma-3-27b-vs-swe-2
- Last updated: September 10, 2026

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

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Gemma 3 27B and SWE-2.

## Summary

- Gemma 3 27B and SWE-2 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 | Gemma 3 27B | SWE-2 |
|----------|----------|----------|
| Creator | Google | Cognition |
| Type | Open Weight | Proprietary |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 32K | 1M |
| Independent public score (not head-to-head) | 36.26 | null |
| Benchmarks Covered | 0 | 5 |
| Pricing (input/output) | $0.00 / $0.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Gemma 3 27B public-lane score: 33 (Estimated · #137/152)
- SWE-2 public-lane score: Coming soon

| Benchmark | Gemma 3 27B | SWE-2 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | Coming soon | 92.8% | Coming soon |
| Terminal-Bench 4.0 | Coming soon | 27.30% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Gemma 3 27B public-lane score: 33.3 (Estimated · #132/151)
- SWE-2 public-lane score: Coming soon

| Benchmark | Gemma 3 27B | SWE-2 | Winner |
|-----------|-----------|-----------|--------|
| FrontierCode 1.1 Main | Coming soon | 50.0% | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 92.8% | Coming soon |
| DeepSWE | Coming soon | 73.0% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Gemma 3 27B public-lane score: 30.8 (Unranked · 1 rankable row)
- SWE-2 public-lane score: Coming soon

### Reasoning

- Winner: Insufficient shared evidence
- Gemma 3 27B public-lane score: 26 (Unranked · 2 rankable rows)
- SWE-2 public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- Gemma 3 27B public-lane score: 33.6 (Estimated · #167/183)
- SWE-2 public-lane score: Coming soon

### Instruction Following

- Winner: Insufficient shared evidence
- Gemma 3 27B public-lane score: 36 (#109/123)
- SWE-2 public-lane score: Coming soon

## FAQ

### Can I compare Gemma 3 27B and SWE-2 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

- [Gemma 3 27B vs SWE-1.7](/compare/gemma-3-27b-vs-swe-1-7)
- [SWE-2 vs SWE-1.7](/compare/swe-1-7-vs-swe-2)
- [Gemma 3 27B vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-gemma-3-27b)
- [SWE-2 vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-swe-2)

## Explore More

- [Gemma 3 27B profile](/models/gemma-3-27b)
- [SWE-2 profile](/models/swe-2)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)