LLM Comparison

Muse Wonder vs Claude Opus 4.8: benchmark scores, pricing & comparison.

Side-by-side Muse Wonder vs Claude Opus 4.8 comparison across SWE-bench, GPQA, HLE, Terminal-Bench, coding agent scores, token pricing, context window, and AskClash RWT. Green marks the winner on each benchmark.

Verdict: Muse Wonder ranks higher (#11 vs #15) and wins 4 of 6 shared benchmarks; Muse Wonder costs less ($4.00/$20.0 vs $5.00/$25.0 per 1M tokens).

Rank #11 vs #15AskClash overall scores 64.7 vs 60.9.
Pricing $4.00/$20.0 vs $5.00/$25.0Input and output token prices per 1M tokens when published.
Proprietary vs ProprietaryMeta vs Anthropic.

Muse Wonder vs Claude Opus 4.8 benchmark comparison

Green cells highlight the winning model for each metric. Scores are cached from the AskClash LLM leaderboard snapshot.

MetricMuse WonderClaude Opus 4.8
Overall Score64.760.9
Leaderboard Rank#11#15
ACB62.360.1
RWT—9.0
Coding Agent Index—72.5
HLE50.157.9
GPQA—93.6
IFEval—62.2
SWE-bench—88.6
SWE-Pro—69.2
SWE-Atlas—82.5
Terminal-Bench52.021.7
DeepSWE78.859.0
GDPval-AA1770.31889.8
OSWorld—83.4
MCP Atlas—82.2
Finance Agent56.653.9
CharXiv—89.9
ARC-AGI 2—72.1
Tau2—94.4
Input Price (per 1M tokens)$4.00$5.00
Output Price (per 1M tokens)$20.0$25.0
Context Window1M1M
Benchmarks Published916

Muse Wonder vs Claude Opus 4.8 head-to-head charts

Muse Wonder leads 5 and Claude Opus 4.8 leads 2 of 7 shared benchmarks. Muse Wonder is cheaper on a defined 1M-input / 200K-output workload. Charts show only benchmarks both models publish.

Muse WonderClaude Opus 4.8
Overall
64.7Muse Wonder
60.9Claude Opus 4.8
ACB
62.3Muse Wonder
60.1Claude Opus 4.8
HLE
50.1Muse Wonder
57.9Claude Opus 4.8
Terminal-Bench
52.0Muse Wonder
21.7Claude Opus 4.8
DeepSWE
78.8Muse Wonder
59.0Claude Opus 4.8
GDPval-AA
1770.3Muse Wonder
1889.8Claude Opus 4.8
Finance Agent
56.6Muse Wonder
53.9Claude Opus 4.8
Muse Wonder
Input$4.00
Output$20.0
Workload$8.00
Context1M
Claude Opus 4.8
Input$5.00
Output$25.0
Workload$10
Context1M

Workload = published cost of 1M input + 200K output tokens. Open the live leaderboard for interactive compare charts.

More Muse Wonder and Claude Opus 4.8 comparisons

Explore how Muse Wonder and Claude Opus 4.8 stack up against other top-ranked LLMs.

How to read this comparison

Benchmark scores

Higher is better for all benchmark scores (SWE-bench, GPQA, HLE, Terminal-Bench, etc.). Green marks the model with the higher score.

Token pricing

Lower is better for input and output prices. Green marks the cheaper model per 1M tokens.

Coverage matters

Models with fewer disclosed benchmark cells may have inflated percentile scores. Check the benchmark cell count for context.

This comparison page is generated from the AskClash LLM leaderboard cache. Open the live leaderboard for real-time scores and interactive filtering.