AI

Perplexity previews GLM 5.2 orchestrator for Computer

Thursday, July 9, 2026Read Original

Details

  • Perplexity is releasing a research preview of a new orchestrator model for Perplexity Computer.
  • The model is an adapted version of GLM 5.2, post-trained specifically for the Computer harness.
  • Perplexity says it reaches near-frontier performance at 0.344x the cost of Opus.
  • The model includes an advisor tool that can escalate to a stronger model when needed.
  • It is hosted in the U.S. by Perplexity on Nvidia B200 GPUs.
  • Perplexity says the preview will keep improving and that full benchmarks will be published in the coming weeks.
  • The company also says cost per task was measured against GLM 5.2 as the baseline, with one benchmark set showing roughly half the cost of Opus overall.
  • On WANDR, Perplexity says GLM 5.2 plus advisor runs at 2.1x versus Opus at 6.1x.

Impact

This looks like a cost-focused move to make agentic computer use cheaper without giving up much performance, which could matter for users running many tasks at scale. By pairing a lower-cost GLM 5.2 base model with an escalation path to a stronger model, Perplexity is signaling a hybrid routing strategy that may pressure premium-only workflows in the computer-use market. The U.S.-based hosting on Nvidia B200 GPUs also keeps the deployment aligned with domestic infrastructure expectations.

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