# Command R vs Seed 2.0 Pro

> Seed 2.0 Pro is the stronger model overall, scoring 43.2 to 31.4 on the Noometry Index. Command R costs 4.3× less per token, which makes it the better buy when Seed 2.0 Pro's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/command-r-vs-dola-seed-2-0-pro
- Last updated: 2026-10-11
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Command R scores higher in 0 categories and Seed 2.0 Pro in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Seed 2.0 Pro leads 62.9 to 38.2.
- Command R is cheaper at $0.15 / $0.60 per million input/output tokens, against $0.50 / $3 for Seed 2.0 Pro.
- Seed 2.0 Pro accepts more context: 256K tokens versus 128K.
- Command R has downloadable open weights; the other is API-only.

## Snapshot

| | Command R | Seed 2.0 Pro |
|---|---|---|
| Provider | Cohere | ByteDance Seed |
| Noometry Index | 31.4 | 43.2 |
| Rank | 272 | 96 |
| Context | 128K | 256K |
| Input $/M | $0.15 | $0.50 |
| Output $/M | $0.60 | $3 |
| Weights | Open | Proprietary |

## Coding

- Command R: 29.3 (#306)
- Seed 2.0 Pro: 43.5 (#86)

| Benchmark | Command R | Seed 2.0 Pro |
|---|---|---|
| LMArena Coding | 1169 | 1472 |
| BigCodeBench Instruct | 37.1% | — |
| LiveBench Coding | 17.9% | — |
| BigCodeBench Complete | 45.2% | — |

## Reasoning

- Command R: 13.8 (#331)
- Seed 2.0 Pro: 24.1 (#165)

| Benchmark | Command R | Seed 2.0 Pro |
|---|---|---|
| LMArena Hard Prompts | 1164 | 1453 |
| NYT Connections (extended) | — | 28.4% |
| Thematic Generalization | — | 57.1% |
| LiveBench Reasoning | 21.9% | — |
| DTBench | 46.4% | — |
| LiveBench Data Analysis | 33.3% | — |
| LMCA | 9.2% | — |
| LiveBench | 27.5% | — |

## Math

- Command R: 28.0 (#246)
- Seed 2.0 Pro: 39.3 (#108)

| Benchmark | Command R | Seed 2.0 Pro |
|---|---|---|
| LMArena Math | 1155 | 1439 |
| LiveBench Math | 19.4% | — |

## Knowledge

- Command R: 31.0 (#221)
- Seed 2.0 Pro: 40.2 (#122)

| Benchmark | Command R | Seed 2.0 Pro |
|---|---|---|
| LMArena Expert | 1138 | 1440 |
| MMLU | 65.2% | — |

## Multimodal

- Command R: —
- Seed 2.0 Pro: 41.5 (#35)

| Benchmark | Command R | Seed 2.0 Pro |
|---|---|---|
| LMArena Vision | — | 1274 |

## Multilingual

- Command R: 35.7 (#245)
- Seed 2.0 Pro: 54.5 (#39)

| Benchmark | Command R | Seed 2.0 Pro |
|---|---|---|
| LMArena Non-English | 1174 | 1441 |
| LMArena Chinese | 1182 | 1489 |
| LMArena French | 1162 | 1471 |
| LMArena German | 1176 | 1442 |
| LMArena Japanese | 1143 | 1408 |
| LMArena Korean | 1163 | 1411 |
| LMArena Russian | 1174 | 1449 |
| LMArena Spanish | 1151 | 1460 |

## Instruction Following

- Command R: 58.1 (#261)
- Seed 2.0 Pro: 74.5 (#91)

| Benchmark | Command R | Seed 2.0 Pro |
|---|---|---|
| LMArena Instruction Following | 1167 | 1414 |
| LiveBench Instruction Following | 55.6% | — |

## Long Context

- Command R: 36.3 (#231)
- Seed 2.0 Pro: 43.6 (#90)

| Benchmark | Command R | Seed 2.0 Pro |
|---|---|---|
| LMArena Longer Query | 1198 | 1428 |

## Writing & Preference

- Command R: 38.2 (#254)
- Seed 2.0 Pro: 62.9 (#69)

| Benchmark | Command R | Seed 2.0 Pro |
|---|---|---|
| LMArena Text | 1187 | 1448 |
| LMArena Creative Writing | 1170 | 1406 |
| LMArena Multi-Turn | 1163 | 1441 |
| LiveBench Language | 16.7% | — |

## FAQ

### Is Command R better than Seed 2.0 Pro?

Seed 2.0 Pro is the stronger model overall, scoring 43.2 to 31.4 on the Noometry Index. Command R costs 4.3× less per token, which makes it the better buy when Seed 2.0 Pro's lead doesn't matter for your workload.

### Which is cheaper, Command R or Seed 2.0 Pro?

Command R is cheaper. It lists at $0.15 per million input tokens and $0.60 per million output tokens; Seed 2.0 Pro lists at $0.50 and $3.

### Is Command R or Seed 2.0 Pro better for coding?

Seed 2.0 Pro scores higher on coding benchmarks: 43.5 versus 29.3 in the Noometry coding category.

### Which has the bigger context window?

Seed 2.0 Pro does, with 256K tokens against 128K.

### How many benchmarks do Command R and Seed 2.0 Pro share?

17 benchmarks have published results for both models. Command R has 29 scored results on Noometry and Seed 2.0 Pro has 20.