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Perplexity CEO shares early Gemini 4 Carbon evals: a record 0.857 on the WANDR deep-research benchmark at $5.86 per task, ahead of Argon and GPT-6 Astra

Perplexity CEO Aravind Srinivas posted early evals of Gemini 4 Carbon on X: it scored a record 0.857 on Perplexity's Wide-And-Deep-Research (WANDR) long-form research benchmark at $5.86 per task, versus 0.802 ($7.88) for Gemini 4 Argon and 0.735 ($13.34) for GPT-6 Astra. He called Carbon the strongest model Perplexity has seen for long-form research and answer quality, and said it will come to all Pro and Max users inside Perplexity Computer once there is enough token capacity.

Perplexity CEO shares early Gemini 4 Carbon evals: a record 0.857 on the WANDR deep-research benchmark at $5.86 per task, ahead of Argon and GPT-6 Astra

Key Takeaways

  • WANDR scores (per Perplexity): Gemini 4 Carbon 0.857, Gemini 4 Argon 0.802, GPT-6 Astra 0.735, GPT-6.1 Sol 0.654, Claude Opus 5.5 0.647, Claude Fable 5.1 0.601
  • Cheaper too: Carbon costs $5.86 per task, below Argon at $7.88 and GPT-6 Astra at $13.34
  • Cost frontier in Perplexity's chart: DeepSeek V4 Pro 0813 (0.359, $0.75), GPT-6 Sol (0.566, $2.23), GPT-6.1 Sol (0.654, $3.70) and Carbon
  • Claude Sonnet 5.5 scored 0.550 ($2.73) and Grok 4.7 scored 0.528 ($9.30)
  • Not live yet: Carbon reaches Perplexity Pro and Max users only once token capacity allows, and Google still limits early access to cyber defenders in its Fairwind program
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Perplexity Computer Launches Natively on macOS: Full On-Device Model and Agent Execution Without Cloud Roundtrips

Perplexity officially unveiled that Perplexity Computer now operates 100% locally on macOS through the native desktop application. Breaking away from cloud-dependent computer-use paradigms that ship continuous video feeds across the internet, Perplexity Computer executes both the underlying inference model and the agent orchestration runtime directly on local Mac silicon. By interfacing natively with macOS Accessibility APIs, the system eliminates network latency, guarantees complete screen privacy, and empowers autonomous desktop copilots to orchestrate multi-application workflows entirely offline.

Perplexity Computer Launches Natively on macOS: Full On-Device Model and Agent Execution Without Cloud Roundtrips

Key Takeaways

  • Perplexity launched Perplexity Computer inside the native macOS app, hosting both model inference and agent loops locally
  • Eliminates privacy vulnerabilities of cloud-based GUI agents by keeping all screen frames and keystrokes strictly on-device
  • Achieves near-instantaneous interaction latency leveraging Apple Silicon unified memory and the Neural Engine
  • Seamlessly interfaces with native macOS Accessibility APIs and app sandboxes for cross-application workflow automation
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Perplexity Open-Sources SPACE: Rust & Firecracker microVM Sandbox Platform Powering Perplexity Computer Under Apache 2.0

Perplexity has open-sourced SPACE (Sandboxed Platform for Agentic Code Execution) under the Apache 2.0 license—the core Rust-based sandbox infrastructure that executes every agent task in Perplexity Computer. SPACE provisions an isolated Firecracker microVM for each task while enforcing credential injection and outbound network traffic control strictly outside the VM boundary, surging past 1,100 GitHub stars within hours.

Perplexity Open-Sources SPACE: Rust & Firecracker microVM Sandbox Platform Powering Perplexity Computer Under Apache 2.0

Key Takeaways

  • Open-sourced under Apache 2.0: Perplexity releases SPACE, the Rust-based sandbox platform powering every task in Perplexity Computer (1,130+ GitHub stars)
  • Per-task Firecracker microVM isolation: provisions dedicated microVMs with pluggable runtime support for hardware-level tenant isolation
  • Out-of-VM credential & egress control: manages secrets and filters outbound traffic strictly outside the VM boundary to prevent prompt-injection exfiltration
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Perplexity Computer: Pro and Max get both Fable and Astra

Perplexity CEO Aravind Srinivas confirmed Pro and Max subscribers can use both Claude Fable and GPT-6 Astra in Perplexity Computer mode. After Astra landed on Computer, this makes dual frontier-model choice explicit for coding, computer-use, and research workflows.

Key Takeaways

  • Pro/Max get both Fable and Astra inside Perplexity Computer.
  • Covers coding, computer-use, and research end-to-end work.
  • Subscribers can switch frontier models per task.
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Perplexity Computer adds Claude Fable 5.1: WANDR 0.601 lead at ~$12.76/task

Perplexity (@perplexity_ai) says Claude Fable 5.1 is now in Perplexity Computer for Pro and Max subscribers. In its August WANDR eval it ranked first at 0.601 and about $12.76 per task—roughly 21% higher score and 37% lower cost than Fable 5.

Key Takeaways

  • Fable 5.1 is live in Perplexity Computer for Pro/Max.
  • August WANDR: 0.601 score at ~$12.76/task, ranked first.
  • About +21% score and -37% cost vs Fable 5.
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Perplexity open-sources Lily — local inference engine for Qwen3.6 on Apple silicon

Perplexity (@Perplexity_AI) open-sources Lily, the local inference engine built for hybrid compute in Perplexity Computer. Lily is specialized for Qwen3.6-35B-A3B on Apple silicon so on-device compute does not bottleneck Computer tasks.

Key Takeaways

  • Official open-source of Lily for Perplexity Computer hybrid local/cloud compute.
  • Specialized local inference for Qwen3.6-35B-A3B on Apple silicon.
  • Goal: keep on-device inference from bottlenecking Computer agent tasks.
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