Glyph Cluster vs Cat Jam

Lower and Larger mark one number at a time; they don’t rank the models. How well a model does depends on your task; see Benchmarks for measured results.

DetailGlyph Clusterstealth/glyph-clusterCat Jamstealth/cat-jam
Makerstealthstealth
KindChatChat
Input per 1M tokensFreeFree
Cached input per 1M tokensNot applicableNot applicable
Output per 1M tokensFreeFree
Context window256,000 tokens1,048,576 tokens Larger
Max output256,000 tokens Larger131,072 tokens
CapabilitiesReasoning, tool useReasoning, tool use
TakesTextText
ReturnsTextText
Zero data retentionNot on every providerNot on every provider
No training on requestsNot on every providerNot on every provider
Released2026-10-072026-10-15

Example costs

Example requests, priced at today’s rates with no cached input.

Example requestGlyph ClusterCat Jam
1,000 tokens in, 200 out$0.00$0.00
10,000 tokens in, 1,000 out$0.00$0.00
100,000 tokens in, 4,000 out$0.00$0.00