Users may seek alternatives to GLM 5.2 when its $3 per million tokens price or closed-source status outweighs its 51.1 intelligence index for large-context text work. This list covers seven other million-token models with documented differences in cost, speed, openness, and specialization.
DeepSeek V4 Flash undercuts GLM 5.2 on price at $0.18 per million tokens and offers open-weight availability, though its 40.3 intelligence index is lower and speed is 101.53 t/s.
DeepSeek V4 Pro trades GLM 5.2's 51.1 intelligence index and 123.08 t/s speed for a much lower $0.87 per million tokens price and open-weight access while matching the 1048576 context length.
Fast open-weight coder with a full million-token context.
Open-weight coding LLM with 1M-token context for large codebases.
Handles complex reasoning across one million tokens of context.
Open-weight coder built for million-token codebases and complex tasks.
LLM · $6.00/1M
Processes over a million tokens for extended text tasks.
NVIDIA's Nemotron 3 Ultra handles million-token text contexts with ease.
DeepSeek V4 Pro is the strongest alternative by intelligence index at 44.3 while keeping the same 1048576 context and cutting price to $0.87 per million tokens.