# Seed 2.0 Pro vs Olmo 7b Instruct

> Seed 2.0 Pro is the stronger model overall, scoring 42.5 to 29.7 on the Noometry Index.

- Canonical page: https://noometry.com/compare/dola-seed-2-0-pro-vs-olmo-7b-instruct
- Last updated: 2026-10-10
- Shared benchmarks: 10

## Summary

- They share 10 benchmarks with published results for both. Seed 2.0 Pro scores higher in 6 categories and Olmo 7b Instruct in 0 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Seed 2.0 Pro leads 63.0 to 26.0.
- Olmo 7b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Seed 2.0 Pro | Olmo 7b Instruct |
|---|---|---|
| Provider | ByteDance Seed | Allen Institute for AI (Ai2) |
| Noometry Index | 42.5 | 29.7 |
| Rank | 97 | 293 |
| Context | 256K | — |
| Input $/M | $0.50 | — |
| Output $/M | $3 | — |
| Weights | Proprietary | Open |

## Coding

- Seed 2.0 Pro: 42.9 (#84)
- Olmo 7b Instruct: 29.1 (#298)

| Benchmark | Seed 2.0 Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Coding | 1472 | 1016 |

## Reasoning

- Seed 2.0 Pro: 23.1 (#167)
- Olmo 7b Instruct: 18.0 (#273)

| Benchmark | Seed 2.0 Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1453 | 993 |
| NYT Connections (extended) | 28.4% | — |
| Thematic Generalization | 57.1% | — |

## Math

- Seed 2.0 Pro: 36.5 (#110)
- Olmo 7b Instruct: 27.8 (#234)

| Benchmark | Seed 2.0 Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Math | 1440 | 1018 |

## Knowledge

- Seed 2.0 Pro: 39.6 (#119)
- Olmo 7b Instruct: —

| Benchmark | Seed 2.0 Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Expert | 1440 | — |

## Multimodal

- Seed 2.0 Pro: 40.8 (#34)
- Olmo 7b Instruct: —

| Benchmark | Seed 2.0 Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Vision | 1275 | — |

## Multilingual

- Seed 2.0 Pro: 54.8 (#37)
- Olmo 7b Instruct: 24.1 (#286)

| Benchmark | Seed 2.0 Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Non-English | 1442 | 977 |
| LMArena Chinese | 1490 | 1013 |
| LMArena Russian | 1450 | 946 |
| LMArena French | 1470 | — |
| LMArena German | 1443 | — |
| LMArena Japanese | 1408 | — |
| LMArena Korean | 1412 | — |
| LMArena Spanish | 1460 | — |

## Instruction Following

- Seed 2.0 Pro: 74.7 (#86)
- Olmo 7b Instruct: 49.3 (#296)

| Benchmark | Seed 2.0 Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Instruction Following | 1414 | 978 |

## Long Context

- Seed 2.0 Pro: 43.6 (#85)
- Olmo 7b Instruct: —

| Benchmark | Seed 2.0 Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Longer Query | 1428 | — |

## Writing & Preference

- Seed 2.0 Pro: 63.0 (#66)
- Olmo 7b Instruct: 26.0 (#298)

| Benchmark | Seed 2.0 Pro | Olmo 7b Instruct |
|---|---|---|
| LMArena Text | 1448 | 1032 |
| LMArena Creative Writing | 1406 | 990 |
| LMArena Multi-Turn | 1441 | 1007 |

## FAQ

### Is Seed 2.0 Pro better than Olmo 7b Instruct?

Seed 2.0 Pro is the stronger model overall, scoring 42.5 to 29.7 on the Noometry Index.

### Is Seed 2.0 Pro or Olmo 7b Instruct better for coding?

Seed 2.0 Pro scores higher on coding benchmarks: 42.9 versus 29.1 in the Noometry coding category.

### How many benchmarks do Seed 2.0 Pro and Olmo 7b Instruct share?

10 benchmarks have published results for both models. Seed 2.0 Pro has 20 scored results on Noometry and Olmo 7b Instruct has 10.