Model comparison
Gemma 7B vs GLM-5.2
GLM-5.2 is the stronger model overall, scoring 51.1 to 30.0 on the Noometry Index.
Last verified . 14 shared benchmarks.
GoogleSummary
- They share 14 benchmarks with published results for both. Gemma 7B scores higher in 0 categories and GLM-5.2 in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where GLM-5.2 leads 70.4 to 27.1.
Side by side
| Gemma 7B | GLM-5.2 | |
|---|---|---|
| Provider | Z.ai (Zhipu) | |
| Noometry Index | 30.0 | 51.1 |
| Released | 2024-02-21 | 2026-06-13 |
| Weights | Open | Open |
| Context window | — | 1M |
| Max output | — | 131K |
| Input $ / M tokens | — | $1.40 |
| Output $ / M tokens | — | $4.40 |
| Results tracked | 27 | 51 |
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Category by category
Coding GLM-5.2 leads
Gemma 7B: 30.5 (#294), GLM-5.2: 51.3 (#41)
| Benchmark | Gemma 7B | GLM-5.2 |
|---|---|---|
| LMArena Coding | 1048 | 1485 |
| SWE-bench Verified | — | 78.7% |
| DeepSWE | — | 43.8% |
| FrontierCode | — | 24.5% |
| LMArena WebDev | — | 1603 |
| SciCode | — | 50.5% |
| WeirdML | — | 70.1% |
| ALE-Bench | — | 1,047 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Agentic & Tool Use Not comparable
Gemma 7B: —, GLM-5.2: 32.4 (#63)
| Benchmark | Gemma 7B | GLM-5.2 |
|---|---|---|
| APEX-Agents | — | 45.2% |
| τ²-bench Banking | — | 37.1% |
| PostTrainBench | — | 31.7% |
| GBAEval | — | 0% |
| Vending-Bench 2 | — | 8,314 |
Reasoning GLM-5.2 leads
Gemma 7B: 19.9 (#249), GLM-5.2: 42.3 (#52)
| Benchmark | Gemma 7B | GLM-5.2 |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1480 |
| Epoch Capabilities Index | 111.99 | 151.78 |
| ARC-AGI-2 | — | 22.8% |
| SimpleBench | — | 58.8% |
| Kagi LLM Benchmark | — | 62.6% |
| NYT Connections (extended) | — | 74.3% |
| ARC-AGI-1 | — | 77% |
| CritPt | — | 20.9% |
| Chess Puzzles | — | 21% |
| EBR-Bench | — | 9.5% |
| Mystery Game Puzzles | — | 19% |
| DTBench | — | 93.6% |
| LMCA | — | 45.8% |
| Surface Evolver Bench | — | 55.6% |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math GLM-5.2 leads
Gemma 7B: 31.2 (#228), GLM-5.2: 55.7 (#43)
| Benchmark | Gemma 7B | GLM-5.2 |
|---|---|---|
| LMArena Math | 1066 | 1482 |
| FrontierMath (Tiers 1-3) | — | 59.2% |
| FrontierMath Tier 4 | — | 29.3% |
| MathArena Final-Answer Competitions | — | 67.6% |
| OTIS Mock AIME 2024-2025 | — | 86.4% |
| ProofBench | — | 35% |
| GSM8K | 46.4% | — |
Knowledge GLM-5.2 leads
Gemma 7B: 27.3 (#252), GLM-5.2: 57.1 (#40)
| Benchmark | Gemma 7B | GLM-5.2 |
|---|---|---|
| LMArena Expert | 1001 | 1486 |
| GPQA Diamond | — | 91.9% |
| SimpleQA Verified | — | 34.2% |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual GLM-5.2 leads
Gemma 7B: 25.1 (#287), GLM-5.2: 55.8 (#26)
| Benchmark | Gemma 7B | GLM-5.2 |
|---|---|---|
| LMArena Non-English | 999 | 1459 |
| LMArena Chinese | 1035 | 1519 |
| LMArena French | 1025 | 1479 |
| LMArena Russian | 993 | 1466 |
| LMArena German | — | 1468 |
| LMArena Japanese | — | 1451 |
| LMArena Korean | — | 1445 |
| LMArena Spanish | — | 1477 |
Instruction Following GLM-5.2 leads
Gemma 7B: 51.5 (#295), GLM-5.2: 76.9 (#34)
| Benchmark | Gemma 7B | GLM-5.2 |
|---|---|---|
| LMArena Instruction Following | 1017 | 1465 |
Long Context GLM-5.2 leads
Gemma 7B: 31.1 (#282), GLM-5.2: 45.3 (#43)
| Benchmark | Gemma 7B | GLM-5.2 |
|---|---|---|
| LMArena Longer Query | 1022 | 1479 |
Writing & Preference GLM-5.2 leads
Gemma 7B: 27.1 (#302), GLM-5.2: 70.4 (#21)
| Benchmark | Gemma 7B | GLM-5.2 |
|---|---|---|
| LMArena Text | 1056 | 1470 |
| LMArena Creative Writing | 1024 | 1462 |
| LMArena Multi-Turn | 963 | 1469 |
| EQ-Bench Creative Writing | — | 1757 |
| EQ-Bench 4 | — | 1222 |
Frequently asked questions
Is Gemma 7B better than GLM-5.2?
GLM-5.2 is the stronger model overall, scoring 51.1 to 30.0 on the Noometry Index.
Is Gemma 7B or GLM-5.2 better for coding?
GLM-5.2 scores higher on coding benchmarks: 51.3 versus 30.5 in the Noometry coding category.
How many benchmarks do Gemma 7B and GLM-5.2 share?
14 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and GLM-5.2 has 51.