# GLM-4.5 vs Phi 3 Small 8k Instruct

> GLM-4.5 is the stronger model overall, scoring 42.0 to 29.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/glm-4-5-vs-phi-3-small-8k-instruct
- Last updated: 2026-10-11
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. GLM-4.5 scores higher in 8 categories and Phi 3 Small 8k Instruct in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where GLM-4.5 leads 57.5 to 31.1.

## Snapshot

| | GLM-4.5 | Phi 3 Small 8k Instruct |
|---|---|---|
| Provider | Z.ai (Zhipu) | Microsoft |
| Noometry Index | 42.0 | 29.3 |
| Rank | 122 | 314 |
| Context | 131K | — |
| Input $/M | $0.60 | — |
| Output $/M | $2.20 | — |
| Weights | Open | Open |

## Coding

- GLM-4.5: 41.4 (#125)
- Phi 3 Small 8k Instruct: 27.9 (#318)

| Benchmark | GLM-4.5 | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Coding | 1434 | 1101 |
| SWE-bench Verified (bash only) | 54.2% | — |
| WeirdML | 40.6% | — |
| LiveBench Coding | — | 20.3% |
| ALE-Bench | 344.82 | — |
| AlgoTune | 1.52 | — |

## Reasoning

- GLM-4.5: 28.6 (#100)
- Phi 3 Small 8k Instruct: 14.8 (#323)

| Benchmark | GLM-4.5 | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1429 | 1100 |
| Kagi LLM Benchmark | 57.9% | — |
| LiveBench Reasoning | — | 15.9% |
| LiveBench Data Analysis | — | 30.3% |
| Adversarial NLI | — | 58.1% |
| BIG-Bench Hard | — | 79.1% |
| HellaSwag | — | 77% |
| LiveBench | — | 24% |
| WinoGrande | — | 81.5% |

## Math

- GLM-4.5: 39.0 (#116)
- Phi 3 Small 8k Instruct: 27.6 (#248)

| Benchmark | GLM-4.5 | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Math | 1427 | 1151 |
| LiveBench Math | — | 17.6% |

## Knowledge

- GLM-4.5: 35.9 (#179)
- Phi 3 Small 8k Instruct: 29.1 (#240)

| Benchmark | GLM-4.5 | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Expert | 1433 | 1067 |
| Humanity's Last Exam | 8.3% | — |
| Confabulations | 11.3% | — |
| ARC (AI2) Challenge | — | 90.7% |
| MMLU | — | 75.7% |
| OpenBookQA | — | 88% |
| TriviaQA | — | 58.1% |

## Multilingual

- GLM-4.5: 52.8 (#77)
- Phi 3 Small 8k Instruct: 28.5 (#272)

| Benchmark | GLM-4.5 | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Non-English | 1417 | 1058 |
| LMArena Chinese | 1465 | 1061 |
| LMArena French | 1418 | 1135 |
| LMArena German | 1407 | 1080 |
| LMArena Japanese | 1415 | 966 |
| LMArena Korean | 1380 | 894 |
| LMArena Russian | 1414 | 1111 |
| LMArena Spanish | 1454 | 1111 |

## Instruction Following

- GLM-4.5: 74.1 (#104)
- Phi 3 Small 8k Instruct: 51.9 (#292)

| Benchmark | GLM-4.5 | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Instruction Following | 1404 | 1087 |
| LiveBench Instruction Following | — | 47.2% |

## Long Context

- GLM-4.5: 38.2 (#201)
- Phi 3 Small 8k Instruct: 33.0 (#267)

| Benchmark | GLM-4.5 | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Longer Query | 1412 | 1088 |
| Fiction.LiveBench | 58.3% | — |

## Writing & Preference

- GLM-4.5: 57.5 (#127)
- Phi 3 Small 8k Instruct: 31.1 (#284)

| Benchmark | GLM-4.5 | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Text | 1430 | 1110 |
| LMArena Creative Writing | 1395 | 1083 |
| LMArena Multi-Turn | 1415 | 1068 |
| Short-Story Creative Writing | 73.4% | — |
| EQ-Bench Creative Writing | 1343 | — |
| LiveBench Language | — | 12.9% |

## FAQ

### Is GLM-4.5 better than Phi 3 Small 8k Instruct?

GLM-4.5 is the stronger model overall, scoring 42.0 to 29.3 on the Noometry Index.

### Is GLM-4.5 or Phi 3 Small 8k Instruct better for coding?

GLM-4.5 scores higher on coding benchmarks: 41.4 versus 27.9 in the Noometry coding category.

### How many benchmarks do GLM-4.5 and Phi 3 Small 8k Instruct share?

17 benchmarks have published results for both models. GLM-4.5 has 27 scored results on Noometry and Phi 3 Small 8k Instruct has 32.