# GLM-4.7 vs Phi 3 Mini 4k Instruct

> GLM-4.7 is the stronger model overall, scoring 42.0 to 27.9 on the Noometry Index.

- Canonical page: https://noometry.com/compare/glm-4-7-vs-phi-3-mini-4k-instruct
- Last updated: 2026-10-10
- Shared benchmarks: 18

## Summary

- They share 18 benchmarks with published results for both. GLM-4.7 scores higher in 8 categories and Phi 3 Mini 4k Instruct in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where GLM-4.7 leads 60.9 to 27.6.
- The biggest single-benchmark swing is Chess Puzzles: 6% for GLM-4.7 and 0% for Phi 3 Mini 4k Instruct.

## Snapshot

| | GLM-4.7 | Phi 3 Mini 4k Instruct |
|---|---|---|
| Provider | Z.ai (Zhipu) | Microsoft |
| Noometry Index | 42.0 | 27.9 |
| Rank | 124 | 328 |
| Context | 205K | — |
| Input $/M | $0.60 | — |
| Output $/M | $2.20 | — |
| Weights | Open | Open |

## Coding

- GLM-4.7: 44.0 (#79)
- Phi 3 Mini 4k Instruct: 26.6 (#323)

| Benchmark | GLM-4.7 | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Coding | 1454 | 1093 |
| LMArena WebDev | 1435 | — |
| SciCode | 45.1% | — |
| LiveBench Coding | — | 15.5% |
| ALE-Bench | 399.48 | — |
| HumanEval+ | — | 59.1% |
| MBPP+ | — | 54.2% |

## Agentic & Tool Use

- GLM-4.7: 26.5 (#103)
- Phi 3 Mini 4k Instruct: —

| Benchmark | GLM-4.7 | Phi 3 Mini 4k Instruct |
|---|---|---|
| Terminal-Bench | 33.4% | — |
| Vending-Bench 2 | 2,377 | — |

## Reasoning

- GLM-4.7: 24.3 (#164)
- Phi 3 Mini 4k Instruct: 14.1 (#328)

| Benchmark | GLM-4.7 | Phi 3 Mini 4k Instruct |
|---|---|---|
| Chess Puzzles | 6% | 0% |
| LMArena Hard Prompts | 1443 | 1072 |
| SimpleBench | 47.7% | — |
| CritPt | 1.7% | — |
| LiveBench Reasoning | — | 26.8% |
| LiveBench Data Analysis | — | 34.7% |
| Adversarial NLI | — | 52.8% |
| BIG-Bench Hard | — | 71.7% |
| Epoch Capabilities Index | 143.51 | — |
| HellaSwag | — | 76.7% |
| LiveBench | — | 22.4% |
| WinoGrande | — | 70.8% |

## Math

- GLM-4.7: 38.6 (#135)
- Phi 3 Mini 4k Instruct: 26.6 (#257)

| Benchmark | GLM-4.7 | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Math | 1423 | 1111 |
| OTIS Mock AIME 2024-2025 | 83.3% | — |
| ProofBench | 6% | — |
| LiveBench Math | — | 15.7% |
| FrontierMath (Feb 2025 set) | 2.4% | — |
| FrontierMath Tier 4 (v1) | 0% | — |

## Knowledge

- GLM-4.7: 47.0 (#80)
- Phi 3 Mini 4k Instruct: 28.5 (#246)

| Benchmark | GLM-4.7 | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Expert | 1424 | 1045 |
| GPQA Diamond | 83.3% | — |
| SimpleQA Verified | 32.2% | — |
| Vectara Hallucination Rate | 11.7% | — |
| ARC (AI2) Challenge | — | 84.9% |
| MMLU | — | 68.8% |
| OpenBookQA | — | 88% |
| TriviaQA | — | 64% |

## Multilingual

- GLM-4.7: 52.8 (#79)
- Phi 3 Mini 4k Instruct: 26.3 (#280)

| Benchmark | GLM-4.7 | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Non-English | 1417 | 1021 |
| LMArena Chinese | 1495 | 1021 |
| LMArena French | 1432 | 1076 |
| LMArena German | 1424 | 1044 |
| LMArena Japanese | 1439 | 935 |
| LMArena Korean | 1399 | 905 |
| LMArena Russian | 1423 | 1022 |
| LMArena Spanish | 1434 | 1085 |

## Instruction Following

- GLM-4.7: 74.4 (#95)
- Phi 3 Mini 4k Instruct: 47.7 (#303)

| Benchmark | GLM-4.7 | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Instruction Following | 1411 | 1053 |
| LiveBench Instruction Following | — | 39.1% |

## Long Context

- GLM-4.7: 42.8 (#116)
- Phi 3 Mini 4k Instruct: 31.7 (#276)

| Benchmark | GLM-4.7 | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Longer Query | 1432 | 1044 |
| CL-bench | 15.9% | — |
| CL-bench Life | 10.9% | — |

## Writing & Preference

- GLM-4.7: 60.9 (#93)
- Phi 3 Mini 4k Instruct: 27.6 (#300)

| Benchmark | GLM-4.7 | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Text | 1435 | 1073 |
| LMArena Creative Writing | 1401 | 1037 |
| LMArena Multi-Turn | 1446 | 1018 |
| EQ-Bench Creative Writing | 1413 | — |
| LiveBench Language | — | 9.2% |

## FAQ

### Is GLM-4.7 better than Phi 3 Mini 4k Instruct?

GLM-4.7 is the stronger model overall, scoring 42.0 to 27.9 on the Noometry Index.

### Is GLM-4.7 or Phi 3 Mini 4k Instruct better for coding?

GLM-4.7 scores higher on coding benchmarks: 44.0 versus 26.6 in the Noometry coding category.

### How many benchmarks do GLM-4.7 and Phi 3 Mini 4k Instruct share?

18 benchmarks have published results for both models. GLM-4.7 has 36 scored results on Noometry and Phi 3 Mini 4k Instruct has 35.