Model comparison
Muse Spark 1.3 vs Olmo 2 0325 32b Instruct
Muse Spark 1.3 is the stronger model overall, scoring 54.8 to 32.7 on the Noometry Index.
Last verified . 11 shared benchmarks.
Meta
Allen Institute for AI (Ai2)Summary
- They share 11 benchmarks with published results for both. Muse Spark 1.3 scores higher in 8 categories and Olmo 2 0325 32b Instruct in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where Muse Spark 1.3 leads 73.1 to 26.8.
- Olmo 2 0325 32b Instruct has downloadable open weights; the other is API-only.
Side by side
| Muse Spark 1.3 | Olmo 2 0325 32b Instruct | |
|---|---|---|
| Provider | Meta | Allen Institute for AI (Ai2) |
| Noometry Index | 54.8 | 32.7 |
| Released | 2026-09-02 | — |
| Weights | Proprietary | Open |
| Context window | 1.05M | — |
| Max output | 131K | — |
| Input $ / M tokens | $1.25 | — |
| Output $ / M tokens | $4.25 | — |
| Results tracked | 37 | 16 |
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Category by category
Coding Muse Spark 1.3 leads
Muse Spark 1.3: 56.6 (#21), Olmo 2 0325 32b Instruct: 35.2 (#227)
| Benchmark | Muse Spark 1.3 | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Coding | 1514 | 1210 |
| CursorBench | 41.6% | — |
| LMArena WebDev | 1657 | — |
| SciCode | 59.7% | — |
Agentic & Tool Use Not comparable
Muse Spark 1.3: 38.6 (#30), Olmo 2 0325 32b Instruct: —
| Benchmark | Muse Spark 1.3 | Olmo 2 0325 32b Instruct |
|---|---|---|
| APEX-Agents | 57.8% | — |
| GDP.pdf | 27.6% | — |
Reasoning Muse Spark 1.3 leads
Muse Spark 1.3: 54.0 (#27), Olmo 2 0325 32b Instruct: 23.6 (#175)
| Benchmark | Muse Spark 1.3 | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1503 | 1208 |
| NYT Connections (extended) | 85.1% | — |
| CritPt | 26% | — |
| Chess Puzzles | 38% | — |
| Mystery Game Puzzles | 25% | — |
| DTBench | 96.5% | — |
| LMCA | 53.9% | — |
| Bench to the Future 3 | 0.14 | — |
| Epoch Capabilities Index | 156.75 | — |
Math Muse Spark 1.3 leads
Muse Spark 1.3: 73.1 (#21), Olmo 2 0325 32b Instruct: 26.8 (#255)
| Benchmark | Muse Spark 1.3 | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Math | 1494 | 1208 |
| FrontierMath (Tiers 1-3) | 74.4% | — |
| FrontierMath Tier 4 | 46.3% | — |
| OTIS Mock AIME 2024-2025 | 99.2% | — |
| ProofBench | 58% | — |
| Omni-MATH | — | 16.1% |
Knowledge Muse Spark 1.3 leads
Muse Spark 1.3: 42.6 (#95), Olmo 2 0325 32b Instruct: 19.5 (#279)
| Benchmark | Muse Spark 1.3 | Olmo 2 0325 32b Instruct |
|---|---|---|
| MMLU-Pro | — | 41.4% |
| GPQA (HELM) | — | 28.7% |
| LMArena Expert | 1516 | — |
Multimodal Not comparable
Muse Spark 1.3: 43.7 (#22), Olmo 2 0325 32b Instruct: —
| Benchmark | Muse Spark 1.3 | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Vision | 1309 | — |
| LMArena Document | 1471 | — |
Multilingual Muse Spark 1.3 leads
Muse Spark 1.3: 57.4 (#8), Olmo 2 0325 32b Instruct: 34.8 (#248)
| Benchmark | Muse Spark 1.3 | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Non-English | 1481 | 1160 |
| LMArena Chinese | 1529 | 1192 |
| LMArena Russian | 1490 | 1187 |
| LMArena French | 1524 | — |
| LMArena German | 1515 | — |
| LMArena Japanese | 1474 | — |
| LMArena Korean | 1501 | — |
| LMArena Spanish | 1490 | — |
Instruction Following Muse Spark 1.3 leads
Muse Spark 1.3: 77.5 (#22), Olmo 2 0325 32b Instruct: 61.5 (#244)
| Benchmark | Muse Spark 1.3 | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Instruction Following | 1477 | 1186 |
| IFEval | — | 78% |
Long Context Muse Spark 1.3 leads
Muse Spark 1.3: 45.6 (#32), Olmo 2 0325 32b Instruct: 36.2 (#234)
| Benchmark | Muse Spark 1.3 | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Longer Query | 1488 | 1194 |
Writing & Preference Muse Spark 1.3 leads
Muse Spark 1.3: 73.6 (#9), Olmo 2 0325 32b Instruct: 42.1 (#236)
| Benchmark | Muse Spark 1.3 | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Text | 1490 | 1218 |
| LMArena Creative Writing | 1455 | 1199 |
| LMArena Multi-Turn | 1482 | 1221 |
| EQ-Bench Creative Writing | 1906 | — |
| WildBench | — | 73.4% |
Frequently asked questions
Is Muse Spark 1.3 better than Olmo 2 0325 32b Instruct?
Muse Spark 1.3 is the stronger model overall, scoring 54.8 to 32.7 on the Noometry Index.
Is Muse Spark 1.3 or Olmo 2 0325 32b Instruct better for coding?
Muse Spark 1.3 scores higher on coding benchmarks: 56.6 versus 35.2 in the Noometry coding category.
How many benchmarks do Muse Spark 1.3 and Olmo 2 0325 32b Instruct share?
11 benchmarks have published results for both models. Muse Spark 1.3 has 37 scored results on Noometry and Olmo 2 0325 32b Instruct has 16.