Model comparison
Gemma 3 27B vs Hy3
Hy3 is the stronger model overall, scoring 44.2 to 30.8 on the Noometry Index.
Last verified . 17 shared benchmarks.
Summary
- They share 17 benchmarks with published results for both. Gemma 3 27B scores higher in 0 categories and Hy3 in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in coding, where Hy3 leads 46.8 to 22.5.
- Gemma 3 27B is cheaper at $0.08 / $0.16 per million input/output tokens, against $0.0825 / $0.33 for Hy3.
- Hy3 accepts more context: 262K tokens versus 131K.
Side by side
| Gemma 3 27B | Hy3 | |
|---|---|---|
| Provider | Tencent | |
| Noometry Index | 30.8 | 44.2 |
| Released | 2025-03-11 | 2026-07-06 |
| Weights | Open | Open |
| Context window | 131K | 262K |
| Max output | 8K | 128K |
| Input $ / M tokens | $0.08 | $0.0825 |
| Output $ / M tokens | $0.16 | $0.33 |
| Results tracked | 43 | 19 |
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Category by category
Coding Hy3 leads
Gemma 3 27B: 22.5 (#334), Hy3: 46.8 (#63)
| Benchmark | Gemma 3 27B | Hy3 |
|---|---|---|
| LMArena Coding | 1322 | 1464 |
| Aider Polyglot | 4.9% | — |
| LMArena WebDev | — | 1508 |
| SciCode | 21.2% | — |
| LiveBench Coding | 39.9% | — |
Agentic & Tool Use Not comparable
Gemma 3 27B: 25.1 (#110), Hy3: —
| Benchmark | Gemma 3 27B | Hy3 |
|---|---|---|
| Berkeley Function Calling Leaderboard | 29.5% | — |
Reasoning Hy3 leads
Gemma 3 27B: 16.7 (#301), Hy3: 26.1 (#136)
| Benchmark | Gemma 3 27B | Hy3 |
|---|---|---|
| LMArena Hard Prompts | 1340 | 1447 |
| Kagi LLM Benchmark | 40.4% | — |
| NYT Connections (extended) | — | 41.2% |
| CritPt | 0% | — |
| Chess Puzzles | 0% | — |
| LiveBench Reasoning | 43.8% | — |
| DTBench | 52.5% | — |
| LiveBench Data Analysis | 51.5% | — |
| LMCA | 12.3% | — |
| Epoch Capabilities Index | 130.04 | — |
| LiveBench | 50% | — |
Math Hy3 leads
Gemma 3 27B: 25.9 (#265), Hy3: 40.1 (#93)
| Benchmark | Gemma 3 27B | Hy3 |
|---|---|---|
| LMArena Math | 1312 | 1475 |
| OTIS Mock AIME 2024-2025 | 22.5% | — |
| LiveBench Math | 55.4% | — |
| MATH Level 5 | 74% | — |
Knowledge Hy3 leads
Gemma 3 27B: 25.5 (#261), Hy3: 40.8 (#114)
| Benchmark | Gemma 3 27B | Hy3 |
|---|---|---|
| LMArena Expert | 1304 | 1460 |
| GPQA Diamond | 47.7% | — |
| Confabulations | 40.3% | — |
| Vectara Hallucination Rate | 7.4% | — |
Multimodal Not comparable
Gemma 3 27B: 32.6 (#100), Hy3: —
| Benchmark | Gemma 3 27B | Hy3 |
|---|---|---|
| LMArena Vision | 1164 | — |
| GeoBench | 52% | — |
Multilingual Hy3 leads
Gemma 3 27B: 46.9 (#155), Hy3: 53.5 (#65)
| Benchmark | Gemma 3 27B | Hy3 |
|---|---|---|
| LMArena Non-English | 1334 | 1426 |
| LMArena Chinese | 1346 | 1493 |
| LMArena French | 1368 | 1461 |
| LMArena German | 1362 | 1439 |
| LMArena Japanese | 1287 | 1392 |
| LMArena Korean | 1308 | 1395 |
| LMArena Russian | 1349 | 1432 |
| LMArena Spanish | 1349 | 1456 |
Instruction Following Hy3 leads
Gemma 3 27B: 70.6 (#160), Hy3: 75.1 (#70)
| Benchmark | Gemma 3 27B | Hy3 |
|---|---|---|
| LMArena Instruction Following | 1321 | 1426 |
| LiveBench Instruction Following | 74.9% | — |
Long Context Hy3 leads
Gemma 3 27B: 27.6 (#293), Hy3: 44.1 (#75)
| Benchmark | Gemma 3 27B | Hy3 |
|---|---|---|
| LMArena Longer Query | 1333 | 1442 |
| Fiction.LiveBench | 33.3% | — |
Writing & Preference Hy3 leads
Gemma 3 27B: 52.5 (#168), Hy3: 62.2 (#81)
| Benchmark | Gemma 3 27B | Hy3 |
|---|---|---|
| LMArena Text | 1358 | 1439 |
| LMArena Creative Writing | 1346 | 1402 |
| LMArena Multi-Turn | 1345 | 1436 |
| Short-Story Creative Writing | 79.9% | — |
| EQ-Bench Creative Writing | 1266 | — |
| LiveBench Language | 34.6% | — |
Frequently asked questions
Is Gemma 3 27B better than Hy3?
Hy3 is the stronger model overall, scoring 44.2 to 30.8 on the Noometry Index.
Which is cheaper, Gemma 3 27B or Hy3?
Gemma 3 27B is cheaper. It lists at $0.08 per million input tokens and $0.16 per million output tokens; Hy3 lists at $0.0825 and $0.33.
Is Gemma 3 27B or Hy3 better for coding?
Hy3 scores higher on coding benchmarks: 46.8 versus 22.5 in the Noometry coding category.
Which has the bigger context window?
Hy3 does, with 262K tokens against 131K.
How many benchmarks do Gemma 3 27B and Hy3 share?
17 benchmarks have published results for both models. Gemma 3 27B has 43 scored results on Noometry and Hy3 has 19.