# Nova 2 Lite vs phi-3-medium 14B

> Nova 2 Lite is the stronger model overall, scoring 39.7 to 29.7 on the Noometry Index.

- Canonical page: https://noometry.com/compare/nova-2-lite-vs-phi-3-medium-14b
- Last updated: 2026-10-11
- Shared benchmarks: 0

## Summary

- The widest gap is in knowledge, where Nova 2 Lite leads 43.0 to 9.1.
- phi-3-medium 14B has downloadable open weights; the other is API-only.

## Snapshot

| | Nova 2 Lite | phi-3-medium 14B |
|---|---|---|
| Provider | Amazon | Microsoft |
| Noometry Index | 39.7 | 29.7 |
| Rank | 161 | 306 |
| Context | 1M | — |
| Input $/M | $0.30 | — |
| Output $/M | $2.50 | — |
| Weights | Proprietary | Open |

## Coding

- Nova 2 Lite: 40.7 (#134)
- phi-3-medium 14B: 36.8 (#201)

| Benchmark | Nova 2 Lite | phi-3-medium 14B |
|---|---|---|
| BigCodeBench Instruct | — | 37.6% |
| LMArena Coding | 1385 | — |
| BigCodeBench Complete | — | 48.7% |

## Agentic & Tool Use

- Nova 2 Lite: 24.1 (#121)
- phi-3-medium 14B: —

| Benchmark | Nova 2 Lite | phi-3-medium 14B |
|---|---|---|
| Berkeley Function Calling Leaderboard | 27.1% | — |

## Reasoning

- Nova 2 Lite: 27.5 (#118)
- phi-3-medium 14B: —

| Benchmark | Nova 2 Lite | phi-3-medium 14B |
|---|---|---|
| LMArena Hard Prompts | 1364 | — |
| Adversarial NLI | — | 55.8% |
| BIG-Bench Hard | — | 81.4% |
| Epoch Capabilities Index | — | 121.23 |
| HellaSwag | — | 82.4% |
| WinoGrande | — | 81.5% |

## Math

- Nova 2 Lite: 37.5 (#156)
- phi-3-medium 14B: 27.3 (#250)

| Benchmark | Nova 2 Lite | phi-3-medium 14B |
|---|---|---|
| LMArena Math | 1359 | — |
| MATH Level 5 | — | 17.6% |

## Knowledge

- Nova 2 Lite: 43.0 (#94)
- phi-3-medium 14B: 9.1 (#306)

| Benchmark | Nova 2 Lite | phi-3-medium 14B |
|---|---|---|
| GPQA Diamond | — | 27.6% |
| Vectara Hallucination Rate | 5.1% | — |
| LMArena Expert | 1358 | — |
| ARC (AI2) Challenge | — | 91.6% |
| MMLU | — | 78% |
| OpenBookQA | — | 87.4% |
| TriviaQA | — | 73.9% |

## Multilingual

- Nova 2 Lite: 47.1 (#153)
- phi-3-medium 14B: —

| Benchmark | Nova 2 Lite | phi-3-medium 14B |
|---|---|---|
| LMArena Non-English | 1337 | — |
| LMArena Chinese | 1364 | — |
| LMArena French | 1381 | — |
| LMArena German | 1343 | — |
| LMArena Japanese | 1271 | — |
| LMArena Korean | 1284 | — |
| LMArena Russian | 1343 | — |
| LMArena Spanish | 1373 | — |

## Instruction Following

- Nova 2 Lite: 70.5 (#161)
- phi-3-medium 14B: —

| Benchmark | Nova 2 Lite | phi-3-medium 14B |
|---|---|---|
| LMArena Instruction Following | 1335 | — |

## Long Context

- Nova 2 Lite: 40.6 (#150)
- phi-3-medium 14B: —

| Benchmark | Nova 2 Lite | phi-3-medium 14B |
|---|---|---|
| LMArena Longer Query | 1335 | — |

## Writing & Preference

- Nova 2 Lite: 53.9 (#154)
- phi-3-medium 14B: —

| Benchmark | Nova 2 Lite | phi-3-medium 14B |
|---|---|---|
| LMArena Text | 1362 | — |
| LMArena Creative Writing | 1291 | — |
| LMArena Multi-Turn | 1338 | — |

## FAQ

### Is Nova 2 Lite better than phi-3-medium 14B?

Nova 2 Lite is the stronger model overall, scoring 39.7 to 29.7 on the Noometry Index.

### Is Nova 2 Lite or phi-3-medium 14B better for coding?

Nova 2 Lite scores higher on coding benchmarks: 40.7 versus 36.8 in the Noometry coding category.

### How many benchmarks do Nova 2 Lite and phi-3-medium 14B share?

0 benchmarks have published results for both models. Nova 2 Lite has 19 scored results on Noometry and phi-3-medium 14B has 13.