Provider ranking
Best Meta Models in October 2026
As of October 2026, Muse Spark 1.3 leads the Noometry Index with a score of 54.8, ahead of Muse Spark at 50.6.
Last verified
Every ranked Meta model, from the current flagship down.
- Muse Spark 1.3 54.8
- Muse Spark 50.6
- Muse Spark 1.2 50.3
- Muse Spark 1.1 49.9
- Muse Glimmer 41.7
- Codellama 70b Instruct 33.7
- Llama 4 Maverick 30.9
- Codellama 34b Instruct 30.8
- Llama 3.1-405B 30.7
- Llama-3.3-70B-Instruct 30.6
Full ranking
22 models
| 1 |  Meta Muse Spark 1.3 | Meta | Proprietary | 1.05M | 54.8 | $1.25 | $4.25 | 27.4 | — |
| 2 | Meta Muse Spark | Meta | Proprietary | — | 50.6 | — | — | — | — |
| 3 | Meta Muse Spark 1.2 | Meta | Proprietary | 1.05M | 50.3 | $1.25 | $4.25 | 25.2 | — |
| 4 | Meta Muse Spark 1.1 | Meta | Proprietary | 1.05M | 49.9 | $1.25 | $4.25 | 25 | — |
| 5 | Meta Muse Glimmer | Meta | Open | — | 41.7 | — | — | — | — |
| 6 | Meta Codellama 70b Instruct | Meta | Open | — | 33.7 | — | — | — | — |
| 7 | Meta Llama 4 Maverick | Meta | Open | 128K | 30.9 | $0.19 | $0.65 | 102 | 456 |
| 8 | Meta Codellama 34b Instruct | Meta | Open | — | 30.8 | — | — | — | — |
| 9 | Meta Llama 3.1-405B | Meta | Open | — | 30.7 | — | — | — | 78 |
| 10 | Meta Llama-3.3-70B-Instruct | Meta | Open | 128K | 30.6 | $0.10 | $0.32 | 197 | — |
| 11 | Meta Llama 3.1-70B | Meta | Open | 128K | 29.6 | $0.40 | $0.40 | 74.1 | — |
| 12 | Meta Llama 2-13B | Meta | Open | — | 29.6 | — | — | — | — |
| 13 | Meta Llama 2-7B | Meta | Open | — | 29.1 | — | — | — | — |
| 14 | Meta Llama 3.2 3B | Meta | Open | 131K | 28.9 | $0.05 | $0.33 | 241 | — |
| 15 | Meta Llama 3-70B | Meta | Open | — | 28.8 | — | — | — | 104 |
| 16 | Meta Llama 4 Scout | Meta | Open | 128K | 27.7 | $0.10 | $0.30 | 184 | 272 |
| 17 | Meta Llama 3.2 90B | Meta | Open | — | 27.5 | — | — | — | — |
| 18 | Meta Llama 3-8B | Meta | Open | — | 25.5 | — | — | — | — |
| 19 | Meta Llama 13b | Meta | Open | — | 24.4 | — | — | — | — |
| 20 | Meta Llama 2-70B | Meta | Open | — | 24.4 | — | — | — | — |
| 21 | Meta Llama 3.1-8B | Meta | Open | 128K | 23.0 | $0.05 | $0.08 | 400 | — |
| 22 | Meta Llama 3.2 1B | Meta | Open | 60K | 20.1 | $0.027 | $0.20 | 286 | — |
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Frequently asked questions
Which Meta model is best?
As of October 2026, Muse Spark 1.3 leads the Noometry Index with a score of 54.8, ahead of Muse Spark at 50.6.
What are the top 5 in this ranking?
Muse Spark 1.3, Muse Spark, Muse Spark 1.2, Muse Spark 1.1, Muse Glimmer, in that order, as of October 2026.
How is this list ranked?
By the Noometry Index, which is fitted from every public benchmark result and adjusted for how hard each benchmark is. Models need several independent results to be ranked.