Model comparison
Codellama 70b Instruct vs Muse Spark
Muse Spark is the stronger model overall, scoring 50.6 to 33.7 on the Noometry Index.
Last verified . 4 shared benchmarks.
MetaSummary
- They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 0 categories and Muse Spark in 5 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Muse Spark leads 66.0 to 33.4.
- Codellama 70b Instruct has downloadable open weights; the other is API-only.
Side by side
| Codellama 70b Instruct | Muse Spark | |
|---|---|---|
| Provider | Meta | Meta |
| Noometry Index | 33.7 | 50.6 |
| Released | — | 2026-04-08 |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 7 | 27 |
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Category by category
Coding Muse Spark leads
Codellama 70b Instruct: 37.6 (#193), Muse Spark: 46.2 (#69)
| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| SciCode | — | 51.5% |
| BigCodeBench Instruct | 40.7% | — |
| LMArena Coding | — | 1481 |
| BigCodeBench Complete | 49.6% | — |
| HumanEval+ | 65.9% | — |
Reasoning Muse Spark leads
Codellama 70b Instruct: 20.1 (#242), Muse Spark: 35.9 (#67)
| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1474 |
| CritPt | — | 11.3% |
| Epoch Capabilities Index | — | 152.04 |
Math Not comparable
Codellama 70b Instruct: —, Muse Spark: 47.8 (#66)
| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 88.9% |
| ProofBench | — | 17% |
| LMArena Math | — | 1455 |
| FrontierMath (Feb 2025 set) | — | 39% |
| FrontierMath Tier 4 (v1) | — | 14.6% |
Knowledge Not comparable
Codellama 70b Instruct: —, Muse Spark: 65.7 (#13)
| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| GPQA Diamond | — | 89.8% |
| Humanity's Last Exam | — | 40.6% |
| LMArena Expert | — | 1457 |
Multimodal Not comparable
Codellama 70b Instruct: —, Muse Spark: 43.4 (#24)
| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| LMArena Vision | — | 1306 |
| LMArena Document | — | 1444 |
Multilingual Muse Spark leads
Codellama 70b Instruct: 24.8 (#288), Muse Spark: 56.1 (#24)
| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| LMArena Non-English | 992 | 1464 |
| LMArena Chinese | — | 1509 |
| LMArena French | — | 1497 |
| LMArena German | — | 1497 |
| LMArena Korean | — | 1459 |
| LMArena Russian | — | 1466 |
| LMArena Spanish | — | 1472 |
Instruction Following Muse Spark leads
Codellama 70b Instruct: 51.9 (#293), Muse Spark: 75.9 (#51)
| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| LMArena Instruction Following | 1024 | 1442 |
Long Context Not comparable
Codellama 70b Instruct: —, Muse Spark: 44.4 (#69)
| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| LMArena Longer Query | — | 1451 |
Writing & Preference Muse Spark leads
Codellama 70b Instruct: 33.4 (#277), Muse Spark: 66.0 (#39)
| Benchmark | Codellama 70b Instruct | Muse Spark |
|---|---|---|
| LMArena Text | 1057 | 1474 |
| LMArena Creative Writing | — | 1459 |
| LMArena Multi-Turn | — | 1477 |
Frequently asked questions
Is Codellama 70b Instruct better than Muse Spark?
Muse Spark is the stronger model overall, scoring 50.6 to 33.7 on the Noometry Index.
Is Codellama 70b Instruct or Muse Spark better for coding?
Muse Spark scores higher on coding benchmarks: 46.2 versus 37.6 in the Noometry coding category.
How many benchmarks do Codellama 70b Instruct and Muse Spark share?
4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Muse Spark has 27.