GLM-5.3 (Max) vs Muse Glimmer (High)

Which is better for the money: GLM-5.3 (Max) by Z AI or Muse Glimmer (High) by Meta? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.

Trade-off

Z AIGLM-5.3 (Max)Off the frontier

Intelligence: 44.80
Total cost: $2503

MetaMuse Glimmer (High)Off the frontier

Intelligence: 17.50
Total cost: $146

Verdict

Depends on your budget

GLM-5.3 (Max) scores 27.3 points higher (44.8 vs 17.5) but costs 17× as much to run the benchmark ($2503 vs $146; flagship vs mid-range cost classes). They are not alternatives at one budget: pick GLM-5.3 (Max) when you need intelligence above 17.5, and Muse Glimmer (High) when 17.5 is enough.

Metric	GLM-5.3 (Max)	Muse Glimmer (High)	Difference
Intelligence (higher is better)	44.8	17.5	−60.9% Muse Glimmer (High) is 60.9% less intelligent
Total AA cost (lower is better)	$2,503.48	$145.77	−94.2% Muse Glimmer (High) is 94.2% cheaper
End-to-end time (lower is better)	31.62s	24.76s	−21.7% Muse Glimmer (High) is 21.7% faster
Price per 1M tokens (in / out)	$1.40 / $4.40	$0.30 / $1.20
Input modalities	Text	Text, Image

Muse Glimmer (High) vs GLM-5.3 (Max): 60.9% less intelligence, 94.2% less cost to run the AA benchmark, and 21.7% faster end-to-end.

Open this matchup in the interactive picker GLM-5.3 (Max): what beats it Muse Glimmer (High): what beats it

Today's Pareto frontier

Against the frontier

GLM-5.3 (Max) is off the frontier: at the same or lower cost, Claude Opus 5.5 (High, Default Fallback) scores 53.60 for $2172.
Muse Glimmer (High) is off the frontier: at the same or lower cost, GPT-6 Luna (Max) scores 38.10 for $122.

GLM-5.3 (Max)Muse Glimmer (High)Today's Pareto frontierOpen-weights frontierEvery other model

Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-5-3/muse-glimmer · Markdown: /api/v1/compare/glm-5-3/muse-glimmer?format=md · llms.txt · agent skill