Model comparison
Gemma 3 4B vs GLM-4.5
GLM-4.5 is the stronger model overall, scoring 42.0 to 28.1 on the Noometry Index. Gemma 3 4B costs 20× less per token, which makes it the better buy when GLM-4.5's lead doesn't matter for your workload.
Last verified . 14 shared benchmarks.
Summary
- They share 14 benchmarks with published results for both. Gemma 3 4B scores higher in 1 category and GLM-4.5 in 7 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where GLM-4.5 leads 35.9 to 11.8.
- The biggest single-benchmark swing is Kagi LLM Benchmark: 25.2% for Gemma 3 4B and 57.9% for GLM-4.5.
- Gemma 3 4B is cheaper at $0.04 / $0.08 per million input/output tokens, against $0.60 / $2.20 for GLM-4.5.
Side by side
| Gemma 3 4B | GLM-4.5 | |
|---|---|---|
| Provider | Z.ai (Zhipu) | |
| Noometry Index | 28.1 | 42.0 |
| Released | 2025-03-12 | 2025-07-27 |
| Weights | Open | Open |
| Context window | 131K | 131K |
| Max output | 4K | 98K |
| Input $ / M tokens | $0.04 | $0.60 |
| Output $ / M tokens | $0.08 | $2.20 |
| Results tracked | 22 | 27 |
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Category by category
Coding GLM-4.5 leads
Gemma 3 4B: 35.9 (#215), GLM-4.5: 41.4 (#125)
| Benchmark | Gemma 3 4B | GLM-4.5 |
|---|---|---|
| LMArena Coding | 1230 | 1434 |
| SWE-bench Verified (bash only) | — | 54.2% |
| WeirdML | — | 40.6% |
| ALE-Bench | — | 344.82 |
| AlgoTune | — | 1.52 |
Agentic & Tool Use Not comparable
Gemma 3 4B: 20.9 (#142), GLM-4.5: —
| Benchmark | Gemma 3 4B | GLM-4.5 |
|---|---|---|
| Berkeley Function Calling Leaderboard | 19.6% | — |
Reasoning GLM-4.5 leads
Gemma 3 4B: 13.2 (#335), GLM-4.5: 28.6 (#100)
| Benchmark | Gemma 3 4B | GLM-4.5 |
|---|---|---|
| Kagi LLM Benchmark | 25.2% | 57.9% |
| LMArena Hard Prompts | 1253 | 1429 |
| Chess Puzzles | 0% | — |
| DTBench | 50.9% | — |
| LMCA | 2.8% | — |
| Epoch Capabilities Index | 116.02 | — |
Math GLM-4.5 leads
Gemma 3 4B: 16.8 (#292), GLM-4.5: 39.0 (#116)
| Benchmark | Gemma 3 4B | GLM-4.5 |
|---|---|---|
| LMArena Math | 1239 | 1427 |
| OTIS Mock AIME 2024-2025 | 7.5% | — |
Knowledge GLM-4.5 leads
Gemma 3 4B: 11.8 (#299), GLM-4.5: 35.9 (#179)
| Benchmark | Gemma 3 4B | GLM-4.5 |
|---|---|---|
| LMArena Expert | 1223 | 1433 |
| GPQA Diamond | 23.2% | — |
| Humanity's Last Exam | — | 8.3% |
| Confabulations | — | 11.3% |
| Vectara Hallucination Rate | 6.4% | — |
Multilingual GLM-4.5 leads
Gemma 3 4B: 42.5 (#194), GLM-4.5: 52.8 (#77)
| Benchmark | Gemma 3 4B | GLM-4.5 |
|---|---|---|
| LMArena Non-English | 1273 | 1417 |
| LMArena German | 1281 | 1407 |
| LMArena Russian | 1294 | 1414 |
| LMArena Chinese | — | 1465 |
| LMArena French | — | 1418 |
| LMArena Japanese | — | 1415 |
| LMArena Korean | — | 1380 |
| LMArena Spanish | — | 1454 |
Instruction Following GLM-4.5 leads
Gemma 3 4B: 65.2 (#225), GLM-4.5: 74.1 (#104)
| Benchmark | Gemma 3 4B | GLM-4.5 |
|---|---|---|
| LMArena Instruction Following | 1239 | 1404 |
Long Context Too close to call
Gemma 3 4B: 38.7 (#194), GLM-4.5: 38.2 (#201)
| Benchmark | Gemma 3 4B | GLM-4.5 |
|---|---|---|
| LMArena Longer Query | 1273 | 1412 |
| Fiction.LiveBench | — | 58.3% |
Writing & Preference GLM-4.5 leads
Gemma 3 4B: 42.0 (#239), GLM-4.5: 57.5 (#127)
| Benchmark | Gemma 3 4B | GLM-4.5 |
|---|---|---|
| LMArena Text | 1291 | 1430 |
| LMArena Creative Writing | 1271 | 1395 |
| EQ-Bench Creative Writing | 1068 | 1343 |
| LMArena Multi-Turn | 1255 | 1415 |
| Short-Story Creative Writing | — | 73.4% |
Frequently asked questions
Is Gemma 3 4B better than GLM-4.5?
GLM-4.5 is the stronger model overall, scoring 42.0 to 28.1 on the Noometry Index. Gemma 3 4B costs 20× less per token, which makes it the better buy when GLM-4.5's lead doesn't matter for your workload.
Which is cheaper, Gemma 3 4B or GLM-4.5?
Gemma 3 4B is cheaper. It lists at $0.04 per million input tokens and $0.08 per million output tokens; GLM-4.5 lists at $0.60 and $2.20.
Is Gemma 3 4B or GLM-4.5 better for coding?
GLM-4.5 scores higher on coding benchmarks: 41.4 versus 35.9 in the Noometry coding category.
Which has the bigger context window?
Both accept 131K tokens.
How many benchmarks do Gemma 3 4B and GLM-4.5 share?
14 benchmarks have published results for both models. Gemma 3 4B has 22 scored results on Noometry and GLM-4.5 has 27.