# Seed 2.0 Pro vs Phi 3 Mini 4k Instruct June 2024

> Seed 2.0 Pro is the stronger model overall, scoring 43.2 to 31.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/dola-seed-2-0-pro-vs-phi-3-mini-4k-instruct-june
- Last updated: 2026-10-12
- Shared benchmarks: 15

## Summary

- They share 15 benchmarks with published results for both. Seed 2.0 Pro scores higher in 8 categories and Phi 3 Mini 4k Instruct June 2024 in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Seed 2.0 Pro leads 62.9 to 29.6.
- Phi 3 Mini 4k Instruct June 2024 has downloadable open weights; the other is API-only.

## Snapshot

| | Seed 2.0 Pro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| Provider | ByteDance Seed | Microsoft |
| Noometry Index | 43.2 | 31.3 |
| Rank | 96 | 276 |
| Context | 256K | — |
| Input $/M | $0.50 | — |
| Output $/M | $3 | — |
| Weights | Proprietary | Open |

## Coding

- Seed 2.0 Pro: 43.5 (#86)
- Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)

| Benchmark | Seed 2.0 Pro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1472 | 1093 |

## Reasoning

- Seed 2.0 Pro: 24.1 (#165)
- Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)

| Benchmark | Seed 2.0 Pro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1453 | 1087 |
| NYT Connections (extended) | 28.4% | — |
| Thematic Generalization | 57.1% | — |

## Math

- Seed 2.0 Pro: 39.3 (#108)
- Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)

| Benchmark | Seed 2.0 Pro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1439 | 1152 |

## Knowledge

- Seed 2.0 Pro: 40.2 (#122)
- Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)

| Benchmark | Seed 2.0 Pro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | 1440 | 1051 |

## Multimodal

- Seed 2.0 Pro: 41.5 (#35)
- Phi 3 Mini 4k Instruct June 2024: —

| Benchmark | Seed 2.0 Pro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Vision | 1274 | — |

## Multilingual

- Seed 2.0 Pro: 54.5 (#39)
- Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)

| Benchmark | Seed 2.0 Pro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 1441 | 1013 |
| LMArena Chinese | 1489 | 1033 |
| LMArena German | 1442 | 1031 |
| LMArena Japanese | 1408 | 954 |
| LMArena Korean | 1411 | 880 |
| LMArena Russian | 1449 | 1019 |
| LMArena French | 1471 | — |
| LMArena Spanish | 1460 | — |

## Instruction Following

- Seed 2.0 Pro: 74.5 (#91)
- Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)

| Benchmark | Seed 2.0 Pro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1414 | 1058 |

## Long Context

- Seed 2.0 Pro: 43.6 (#90)
- Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)

| Benchmark | Seed 2.0 Pro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 1428 | 1042 |

## Writing & Preference

- Seed 2.0 Pro: 62.9 (#69)
- Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)

| Benchmark | Seed 2.0 Pro | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1448 | 1080 |
| LMArena Creative Writing | 1406 | 1045 |
| LMArena Multi-Turn | 1441 | 1049 |

## FAQ

### Is Seed 2.0 Pro better than Phi 3 Mini 4k Instruct June 2024?

Seed 2.0 Pro is the stronger model overall, scoring 43.2 to 31.3 on the Noometry Index.

### Is Seed 2.0 Pro or Phi 3 Mini 4k Instruct June 2024 better for coding?

Seed 2.0 Pro scores higher on coding benchmarks: 43.5 versus 31.8 in the Noometry coding category.

### How many benchmarks do Seed 2.0 Pro and Phi 3 Mini 4k Instruct June 2024 share?

15 benchmarks have published results for both models. Seed 2.0 Pro has 20 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.