Muse Wonder vs Muse Wonder Full
As of Nov 3, 2026, Muse Wonder leads Muse Wonder Full in 3 of 7 shared categories: General LLM, Coding, and Cybersecurity.
Muse Wonder
Yes. SOTA in General LLM (tied), Reasoning (tied), and Factuality (tied).
Muse Wonder Full
Close. Near-SOTA in General LLM, rank #22.
| Category | Muse Wonder | Muse Wonder Full |
|---|---|---|
| General LLM | #1 · Co-SOTA · General LLM Margin 0 LMArena leaderboard dataset · Nov 3, 2026 | #22 · Near-SOTA · General LLM Margin 14.190981432360743 Vals AI · Nov 3, 2026 |
| Reasoning | #1 · Co-SOTA · Reasoning Margin 0 LMArena leaderboard dataset · Oct 28, 2026 | — |
| Science | #14 · #14 in Science Margin — Vals AI · Oct 30, 2026 | #10 · #10 in Science Margin — Vals AI · Oct 30, 2026 |
| Coding | #4 · #4 in Coding Margin 15.586419753086417 Vals AI · Nov 3, 2026 | #10 · #10 in Coding Margin 28.086419753086417 Vals AI · Nov 3, 2026 |
| Coding › Web dev | #17 · #17 in Coding › Web dev Margin 12.5 LMArena leaderboard dataset · Oct 28, 2026 | #7 · #7 in Coding › Web dev Margin 4.6875 LMArena leaderboard dataset · Oct 28, 2026 |
| Long context | #7 · #7 in Long context Margin 4.761904761904745 LMArena leaderboard dataset · Oct 28, 2026 | — |
| Vision | #2 · Near-SOTA · Vision Margin 7.89473684210526 Epoch AI benchmarking hub · Oct 12, 2026 | — |
| Factuality | #1 · Co-SOTA · Factuality Margin 0 LMArena leaderboard dataset · Oct 28, 2026 | — |
| Cybersecurity | #1 · #1 in Cybersecurity Margin — Vals AI · Nov 3, 2026 | #9 · #9 in Cybersecurity Margin 28.125 Vals AI · Oct 27, 2026 |
| Finance | #7 · #7 in Finance Margin — Vals AI · Oct 31, 2026 | #3 · #3 in Finance Margin — Vals AI · Oct 31, 2026 |
| Legal | #5 · #5 in Legal Margin — Vals AI · Nov 3, 2026 | #4 · #4 in Legal Margin — Vals AI · Nov 3, 2026 |
Which is better for coding?
As of Nov 3, 2026, Muse Wonder leads Muse Wonder Full in Coding at #4 against #10. See the full coding ranking.
Pricing
Muse Wonder: $8 per 1M blended tokens.
Muse Wonder Full: price per 1M tokens is unset in the catalog.
Muse Wonder: closed weights.
Muse Wonder Full: closed weights.
Benchmarks side by side
| Benchmark | Muse Wonder | Muse Wonder Full |
|---|---|---|
| Code Migration | 72.4 | 62.8 |
| CyberBench | 80.4 | 73.6 |
| Excel Modeling Benchmark (EMB) | 72.5 | 75.0 |
| Finance Agent | 65.5 | 67.6 |
| Legal Research Bench | 50.5 | 53.4 |
| LMArena WebDev | 1652 | 1725 |
| MysteryMechanism | 27.5 | 35.1 |
| ProofBench | 84.0 | 94.0 |
| Tax Agent Bench | 36.3 | 43.0 |
| Vals Index | 64.9 | 66.8 |
| Vibe Code Bench | 83.1 | 86.0 |
| Vibe Code Bench 1-100 | 26.6 | 34.0 |
Latest validated result for each model. Benchmarks where only one model has a result are left out.
Verdict
As of Nov 3, 2026, Muse Wonder leads Muse Wonder Full in 3 of 7 shared categories: General LLM, Coding, and Cybersecurity.
General LLM: As of Nov 3, 2026, Muse Wonder leads Muse Wonder Full in General LLM at #1 against #22.
Science: As of Nov 3, 2026, Muse Wonder Full leads Muse Wonder in Science at #10 against #14.
Coding: As of Nov 3, 2026, Muse Wonder leads Muse Wonder Full in Coding at #4 against #10.
Coding › Web dev: As of Nov 3, 2026, Muse Wonder Full leads Muse Wonder in Coding › Web dev at #7 against #17.
Cybersecurity: As of Nov 3, 2026, Muse Wonder leads Muse Wonder Full in Cybersecurity at #1 against #9.
Finance: As of Nov 3, 2026, Muse Wonder Full leads Muse Wonder in Finance at #3 against #7.
Legal: As of Nov 3, 2026, Muse Wonder Full leads Muse Wonder in Legal at #4 against #5.
Muse Wonder · Muse Wonder Full
Muse Wonder or Muse Wonder Full?
As of Nov 3, 2026, Muse Wonder leads Muse Wonder Full in 3 of 7 shared categories: General LLM, Coding, and Cybersecurity.
Muse Wonder or Muse Wonder Full for General LLM?
As of Nov 3, 2026, Muse Wonder leads Muse Wonder Full in General LLM at #1 against #22.
Muse Wonder or Muse Wonder Full for Science?
As of Nov 3, 2026, Muse Wonder Full leads Muse Wonder in Science at #10 against #14.
Muse Wonder or Muse Wonder Full for Coding?
As of Nov 3, 2026, Muse Wonder leads Muse Wonder Full in Coding at #4 against #10.