# DBRX vs Muse Spark 1.2

> Muse Spark 1.2 is the stronger model overall, scoring 50.3 to 29.4 on the Noometry Index.

- Canonical page: https://noometry.com/compare/dbrx-vs-muse-spark-1-2
- Last updated: 2026-10-12
- Shared benchmarks: 14

## Summary

- They share 14 benchmarks with published results for both. DBRX scores higher in 0 categories and Muse Spark 1.2 in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Muse Spark 1.2 leads 54.1 to 14.9.
- DBRX has downloadable open weights; the other is API-only.

## Snapshot

| | DBRX | Muse Spark 1.2 |
|---|---|---|
| Provider | Databricks | Meta |
| Noometry Index | 29.4 | 50.3 |
| Rank | 311 | 48 |
| Context | — | 1.05M |
| Input $/M | — | $1.25 |
| Output $/M | — | $4.25 |
| Weights | Open | Proprietary |

## Coding

- DBRX: 32.9 (#266)
- Muse Spark 1.2: 49.2 (#51)

| Benchmark | DBRX | Muse Spark 1.2 |
|---|---|---|
| LMArena Coding | 1132 | 1495 |
| DeepSWE | — | 54.9% |
| LMArena WebDev | — | 1533 |
| FrontierSWE | — | 12% |
| SciCode | — | 56.4% |
| WeirdML | — | 60.3% |
| HumanEval+ | 70.1% | — |
| MBPP+ | 55.8% | — |

## Agentic & Tool Use

- DBRX: —
- Muse Spark 1.2: 29.4 (#87)

| Benchmark | DBRX | Muse Spark 1.2 |
|---|---|---|
| APEX-Agents | — | 36.4% |
| GDP.pdf | — | 16% |

## Reasoning

- DBRX: 21.4 (#222)
- Muse Spark 1.2: 51.3 (#34)

| Benchmark | DBRX | Muse Spark 1.2 |
|---|---|---|
| LMArena Hard Prompts | 1113 | 1486 |
| SimpleBench | — | 74.5% |
| NYT Connections (extended) | — | 79.2% |
| CritPt | — | 17.7% |
| DTBench | — | 94.7% |
| LMCA | — | 48.4% |
| Epoch Capabilities Index | — | 154.87 |

## Math

- DBRX: 24.3 (#269)
- Muse Spark 1.2: 46.4 (#70)

| Benchmark | DBRX | Muse Spark 1.2 |
|---|---|---|
| LMArena Math | 1145 | 1471 |
| ProofBench | — | 43% |
| MATH Level 5 | 11.7% | — |

## Knowledge

- DBRX: 14.9 (#294)
- Muse Spark 1.2: 54.1 (#53)

| Benchmark | DBRX | Muse Spark 1.2 |
|---|---|---|
| LMArena Expert | 1076 | 1480 |
| GPQA Diamond | 32.9% | — |
| SimpleQA Verified | — | 60.3% |

## Multimodal

- DBRX: —
- Muse Spark 1.2: 43.4 (#25)

| Benchmark | DBRX | Muse Spark 1.2 |
|---|---|---|
| LMArena Vision | — | 1305 |

## Multilingual

- DBRX: 29.3 (#268)
- Muse Spark 1.2: 57.1 (#11)

| Benchmark | DBRX | Muse Spark 1.2 |
|---|---|---|
| LMArena Non-English | 1071 | 1478 |
| LMArena Chinese | 1068 | 1511 |
| LMArena French | 1096 | 1513 |
| LMArena Russian | 1078 | 1487 |
| LMArena Spanish | 1064 | 1498 |
| LMArena German | 1057 | — |
| LMArena Japanese | 990 | — |
| LMArena Korean | 993 | — |

## Instruction Following

- DBRX: 57.5 (#270)
- Muse Spark 1.2: 76.7 (#36)

| Benchmark | DBRX | Muse Spark 1.2 |
|---|---|---|
| LMArena Instruction Following | 1112 | 1461 |

## Long Context

- DBRX: 33.7 (#258)
- Muse Spark 1.2: 45.2 (#48)

| Benchmark | DBRX | Muse Spark 1.2 |
|---|---|---|
| LMArena Longer Query | 1112 | 1475 |

## Writing & Preference

- DBRX: 33.6 (#275)
- Muse Spark 1.2: 72.3 (#14)

| Benchmark | DBRX | Muse Spark 1.2 |
|---|---|---|
| LMArena Text | 1119 | 1482 |
| LMArena Creative Writing | 1104 | 1449 |
| LMArena Multi-Turn | 1111 | 1494 |
| EQ-Bench Creative Writing | — | 1840 |

## FAQ

### Is DBRX better than Muse Spark 1.2?

Muse Spark 1.2 is the stronger model overall, scoring 50.3 to 29.4 on the Noometry Index.

### Is DBRX or Muse Spark 1.2 better for coding?

Muse Spark 1.2 scores higher on coding benchmarks: 49.2 versus 32.9 in the Noometry coding category.

### How many benchmarks do DBRX and Muse Spark 1.2 share?

14 benchmarks have published results for both models. DBRX has 21 scored results on Noometry and Muse Spark 1.2 has 31.