Model comparison
Gemini 1.0 Pro vs Muse Glimmer
Muse Glimmer is the stronger model overall, scoring 41.7 to 27.3 on the Noometry Index.
Last verified . 12 shared benchmarks.
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MetaSummary
- They share 12 benchmarks with published results for both. Gemini 1.0 Pro scores higher in 0 categories and Muse Glimmer in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where Muse Glimmer leads 38.8 to 9.3.
- Muse Glimmer has downloadable open weights; the other is API-only.
Side by side
| Gemini 1.0 Pro | Muse Glimmer | |
|---|---|---|
| Provider | Meta | |
| Noometry Index | 27.3 | 41.7 |
| Released | 2023-12-13 | 2026-08-10 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 24 | 15 |
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Category by category
Coding Muse Glimmer leads
Gemini 1.0 Pro: 32.2 (#275), Muse Glimmer: 40.4 (#142)
| Benchmark | Gemini 1.0 Pro | Muse Glimmer |
|---|---|---|
| LMArena Coding | 1108 | 1416 |
| LMArena WebDev | — | 1355 |
| SciCode | — | 44.9% |
| HumanEval+ | 55.5% | — |
| MBPP+ | 61.4% | — |
Reasoning Muse Glimmer leads
Gemini 1.0 Pro: 17.1 (#296), Muse Glimmer: 25.7 (#144)
| Benchmark | Gemini 1.0 Pro | Muse Glimmer |
|---|---|---|
| LMArena Hard Prompts | 1109 | 1396 |
| CritPt | — | 2.6% |
| DTBench | 45.9% | — |
| Epoch Capabilities Index | 117.04 | — |
Math Muse Glimmer leads
Gemini 1.0 Pro: 9.3 (#321), Muse Glimmer: 38.8 (#125)
| Benchmark | Gemini 1.0 Pro | Muse Glimmer |
|---|---|---|
| LMArena Math | 1132 | 1417 |
| OTIS Mock AIME 2024-2025 | 1.1% | — |
| MATH Level 5 | 11.2% | — |
Knowledge Muse Glimmer leads
Gemini 1.0 Pro: 15.6 (#291), Muse Glimmer: 38.5 (#143)
| Benchmark | Gemini 1.0 Pro | Muse Glimmer |
|---|---|---|
| LMArena Expert | 1059 | 1386 |
| GPQA Diamond | 34% | — |
| MMLU | 70% | — |
Multilingual Muse Glimmer leads
Gemini 1.0 Pro: 33.4 (#252), Muse Glimmer: 50.5 (#122)
| Benchmark | Gemini 1.0 Pro | Muse Glimmer |
|---|---|---|
| LMArena Non-English | 1138 | 1384 |
| LMArena Chinese | 1124 | 1412 |
| LMArena Russian | 1186 | 1390 |
| LMArena French | 1145 | — |
| LMArena German | 1125 | — |
| LMArena Japanese | 1023 | — |
| LMArena Spanish | 1119 | — |
Instruction Following Muse Glimmer leads
Gemini 1.0 Pro: 57.6 (#267), Muse Glimmer: 72.6 (#135)
| Benchmark | Gemini 1.0 Pro | Muse Glimmer |
|---|---|---|
| LMArena Instruction Following | 1114 | 1375 |
Long Context Muse Glimmer leads
Gemini 1.0 Pro: 34.3 (#249), Muse Glimmer: 42.1 (#129)
| Benchmark | Gemini 1.0 Pro | Muse Glimmer |
|---|---|---|
| LMArena Longer Query | 1132 | 1382 |
Writing & Preference Muse Glimmer leads
Gemini 1.0 Pro: 36.0 (#264), Muse Glimmer: 57.5 (#126)
| Benchmark | Gemini 1.0 Pro | Muse Glimmer |
|---|---|---|
| LMArena Text | 1149 | 1389 |
| LMArena Creative Writing | 1131 | 1339 |
| LMArena Multi-Turn | 1139 | 1399 |
Frequently asked questions
Is Gemini 1.0 Pro better than Muse Glimmer?
Muse Glimmer is the stronger model overall, scoring 41.7 to 27.3 on the Noometry Index.
Is Gemini 1.0 Pro or Muse Glimmer better for coding?
Muse Glimmer scores higher on coding benchmarks: 40.4 versus 32.2 in the Noometry coding category.
How many benchmarks do Gemini 1.0 Pro and Muse Glimmer share?
12 benchmarks have published results for both models. Gemini 1.0 Pro has 24 scored results on Noometry and Muse Glimmer has 15.