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Claude Opus 4.1 vs GLM-4.5

Rows highlighted in warm gray are where the models differ. Numbers carry their as-of date and primary source.

Specs

Field A: Claude Opus 4.1 B: GLM-4.5
Released 2025-08-052025-07-28
Developer AnthropicZhipu AI
Openness ProprietaryOpen
License ProprietaryMIT
OSI-approved noyes
Data released nono
Training code nono
Architecture unknownmoe
Total params 355B
Active params 32B
Experts
Context window 128K
Attention unknownunknown
Position enc. unknownunknown
Pretraining tokens 23.0T
Post-training rlhf, constitutionalsft, rlhf
Training hardware
$/M input
$/M output
Output tok/sec

Benchmarks

Missing scores render as not reported; never inferred. Bold highlights the leader per benchmark.

Code

SWE-Bench Verified 74.5 2025-08-05 64.2 2025-07-28

Math

AIME 2024 91.0 2025-07-28

Context · A

Drop-in upgrade for Opus 4 released August 5 2025, same pricing and API surface. Anthropic flagged multi-file code refactoring and agentic search as the main improvements. Extended thinking budget of up to 64K tokens carries over from Opus 4.

Context · B

Zhipu's first ARC-focused flagship (agentic, reasoning, coding), released July 28 2025 as 355B total / 32B active MoE under MIT. 23T-token pretraining run. Hybrid thinking / non-thinking modes. GLM-4.5-Air (106B / 12B) released alongside. Zhipu reports 90.6 percent tool-calling success vs Claude 4 Sonnet's 89.5 percent.

Claude Opus 4.1 detail → · GLM-4.5 detail →