# Claude Sonnet 4.5 vs Gemma 2 27B

> Claude Sonnet 4.5 is the stronger model overall, scoring 44.0 to 29.2 on the Noometry Index. Gemma 2 27B costs 9.2× less per token, which makes it the better buy when Claude Sonnet 4.5's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/claude-sonnet-4-5-vs-gemma-2-27b
- Last updated: 2026-10-10
- Shared benchmarks: 23

## Summary

- They share 23 benchmarks with published results for both. Claude Sonnet 4.5 scores higher in 8 categories and Gemma 2 27B in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Claude Sonnet 4.5 leads 48.4 to 18.9.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 77.8% for Claude Sonnet 4.5 and 1.4% for Gemma 2 27B.
- Gemma 2 27B is cheaper at $0.65 / $0.65 per million input/output tokens, against $3 / $15 for Claude Sonnet 4.5.
- Claude Sonnet 4.5 accepts more context: 1M tokens versus 8K.
- Gemma 2 27B has downloadable open weights; the other is API-only.

## Snapshot

| | Claude Sonnet 4.5 | Gemma 2 27B |
|---|---|---|
| Provider | Anthropic | Google |
| Noometry Index | 44.0 | 29.2 |
| Rank | 76 | 302 |
| Context | 1M | 8K |
| Input $/M | $3 | $0.65 |
| Output $/M | $15 | $0.65 |
| Weights | Proprietary | Open |

## Coding

- Claude Sonnet 4.5: 47.8 (#54)
- Gemma 2 27B: 33.5 (#243)

| Benchmark | Claude Sonnet 4.5 | Gemma 2 27B |
|---|---|---|
| LMArena Coding | 1489 | 1211 |
| SWE-bench Verified | 71.3% | — |
| SWE-bench Verified (bash only) | 71.4% | — |
| LMArena WebDev | 1393 | — |
| SWE-bench Multilingual | 67% | — |
| SciCode | 44.7% | — |
| GSO | 14.7% | — |
| WeirdML | 47.7% | — |
| BigCodeBench Instruct | — | 42.8% |
| LiveBench Coding | — | 36% |
| BigCodeBench Complete | — | 52.5% |
| ALE-Bench | 796.15 | — |
| AlgoTune | 1.52 | — |

## Agentic & Tool Use

- Claude Sonnet 4.5: 38.1 (#30)
- Gemma 2 27B: —

| Benchmark | Claude Sonnet 4.5 | Gemma 2 27B |
|---|---|---|
| Terminal-Bench | 46.5% | — |
| Berkeley Function Calling Leaderboard | 73.2% | — |
| GDPval | 42.5% | — |
| Remote Labor Index | 2.1% | — |
| τ²-bench Airline | 72% | — |
| τ²-bench Banking | 25.3% | — |
| τ²-bench Retail | 72.4% | — |
| τ²-bench Telecom | 84.9% | — |
| Cybench | 60% | — |
| DeepResearch Bench | 52.6% | — |
| OSWorld | 62.9% | — |
| LMArena Search | 1159 | — |
| METR Time Horizons | 67.4% | — |
| Vending-Bench 2 | 3,839 | — |

## Reasoning

- Claude Sonnet 4.5: 26.9 (#113)
- Gemma 2 27B: 14.8 (#313)

| Benchmark | Claude Sonnet 4.5 | Gemma 2 27B |
|---|---|---|
| LMArena Hard Prompts | 1462 | 1199 |
| DTBench | 83.2% | 48% |
| LMCA | 38.8% | 7.1% |
| Epoch Capabilities Index | 146.84 | 122.06 |
| ARC-AGI-2 | 13.6% | — |
| SimpleBench | 54.3% | — |
| Kagi LLM Benchmark | 57.9% | — |
| NYT Connections (extended) | 37.3% | — |
| ARC-AGI-1 | 63.7% | — |
| CritPt | 1.1% | — |
| Chess Puzzles | 12% | — |
| EnigmaEval | 6% | — |
| EBR-Bench | 2.4% | — |
| LiveBench Reasoning | — | 28.1% |
| Mystery Game Puzzles | 17% | — |
| LiveBench Data Analysis | — | 47.9% |
| ForecastBench | 61.9 | — |
| LiveBench | — | 38.2% |

## Math

- Claude Sonnet 4.5: 31.9 (#190)
- Gemma 2 27B: 10.0 (#306)

| Benchmark | Claude Sonnet 4.5 | Gemma 2 27B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 77.8% | 1.4% |
| LMArena Math | 1448 | 1212 |
| MATH Level 5 | 97.7% | 27.9% |
| FrontierMath (Tiers 1-3) | 23.9% | — |
| FrontierMath Tier 4 | 2.4% | — |
| ProofBench | 19% | — |
| Omni-MATH | 55.3% | — |
| LiveBench Math | — | 26.5% |
| FrontierMath (Feb 2025 set) | 15.2% | — |
| FrontierMath Tier 4 (v1) | 4.2% | — |

## Knowledge

- Claude Sonnet 4.5: 48.4 (#70)
- Gemma 2 27B: 18.9 (#275)

| Benchmark | Claude Sonnet 4.5 | Gemma 2 27B |
|---|---|---|
| GPQA Diamond | 82.3% | 36.5% |
| LMArena Expert | 1483 | 1172 |
| Humanity's Last Exam | 13.7% | — |
| SimpleQA Verified | 30.7% | — |
| MMLU-Pro | 86.9% | — |
| Confabulations | — | 27.1% |
| Vectara Hallucination Rate | 12% | — |
| GPQA (HELM) | 68.6% | — |
| MMLU | — | 75.7% |

## Multimodal

- Claude Sonnet 4.5: 34.1 (#84)
- Gemma 2 27B: —

| Benchmark | Claude Sonnet 4.5 | Gemma 2 27B |
|---|---|---|
| VPCT | 39.8% | — |
| LMArena Document | 1450 | — |

## Multilingual

- Claude Sonnet 4.5: 53.6 (#65)
- Gemma 2 27B: 38.8 (#221)

| Benchmark | Claude Sonnet 4.5 | Gemma 2 27B |
|---|---|---|
| LMArena Non-English | 1425 | 1217 |
| LMArena Chinese | 1459 | 1221 |
| LMArena French | 1459 | 1246 |
| LMArena German | 1427 | 1209 |
| LMArena Japanese | 1390 | 1175 |
| LMArena Korean | 1403 | 1174 |
| LMArena Russian | 1436 | 1234 |
| LMArena Spanish | 1457 | 1228 |

## Instruction Following

- Claude Sonnet 4.5: 75.2 (#74)
- Gemma 2 27B: 60.7 (#244)

| Benchmark | Claude Sonnet 4.5 | Gemma 2 27B |
|---|---|---|
| LMArena Instruction Following | 1459 | 1206 |
| LiveBench Instruction Following | — | 58.1% |
| IFEval | 85% | — |

## Long Context

- Claude Sonnet 4.5: 45.2 (#45)
- Gemma 2 27B: 37.3 (#213)

| Benchmark | Claude Sonnet 4.5 | Gemma 2 27B |
|---|---|---|
| LMArena Longer Query | 1476 | 1231 |

## Writing & Preference

- Claude Sonnet 4.5: 66.7 (#33)
- Gemma 2 27B: 44.4 (#220)

| Benchmark | Claude Sonnet 4.5 | Gemma 2 27B |
|---|---|---|
| LMArena Text | 1439 | 1231 |
| LMArena Creative Writing | 1442 | 1241 |
| LMArena Multi-Turn | 1465 | 1224 |
| EQ-Bench Creative Writing | 1678 | — |
| WildBench | 85.4% | — |
| LiveBench Language | — | 32.6% |

## FAQ

### Is Claude Sonnet 4.5 better than Gemma 2 27B?

Claude Sonnet 4.5 is the stronger model overall, scoring 44.0 to 29.2 on the Noometry Index. Gemma 2 27B costs 9.2× less per token, which makes it the better buy when Claude Sonnet 4.5's lead doesn't matter for your workload.

### Which is cheaper, Claude Sonnet 4.5 or Gemma 2 27B?

Gemma 2 27B is cheaper. It lists at $0.65 per million input tokens and $0.65 per million output tokens; Claude Sonnet 4.5 lists at $3 and $15.

### Is Claude Sonnet 4.5 or Gemma 2 27B better for coding?

Claude Sonnet 4.5 scores higher on coding benchmarks: 47.8 versus 33.5 in the Noometry coding category.

### Which has the bigger context window?

Claude Sonnet 4.5 does, with 1M tokens against 8K.

### How many benchmarks do Claude Sonnet 4.5 and Gemma 2 27B share?

23 benchmarks have published results for both models. Claude Sonnet 4.5 has 73 scored results on Noometry and Gemma 2 27B has 34.