3 models
Ranked by SWE-Bench Verified
Reasoning Tools JSON Open weights 73.8

Mature GLM model for dependable coding, reasoning, and structured agent tasks

zhipuai/glm-4.7 2025-12-22 204.8K context $0.448/M input $2.092/M output
32 providers
Reasoning Tools JSON Open weights 70.8

Earlier Kimi frontier model for long-context agents, coding, and multimodal work

moonshotai/kimi-k2.5 2026-01-27 262.144K context $0.375/M input $2/M output
47 providers
Reasoning Tools JSON Open weights 59.2

Budget GLM lane for fast coding help, routing, and everyday automation

zhipuai/glm-4.7-flash 2026-01-19 200K context $0.06/M input $0.4/M output
18 providers