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Comparison of Perplexity: Sonar Pro Search, OpenAI: GPT-6 Luna
2 modelsperplexityPerplexity: Sonar Pro SearchRemove ×openaiOpenAI: GPT-6 LunaRemove ×
What’s differentExclusively available on the OpenRouter API, Sonar Pro's new Pro Search mode is Perplexity's most advanced agentic search system. It is designed for deeper reasoning and analysis. Pricing is based...Can turn reasoning off for high-volume requests; Chat Completions tool calls require reasoning_effort=none.
DateOct 30, 2025ListedSep 22, 2026Released
Listed rate$3.00 in / $15.00 out/ 1M tokensPerplexity · via OpenRouter · all routes ↗perplexity$0.10 in / $0.50 out/ 1M tokensAzure · via OpenRouter · all routes ↗azure · prompt ≤ 272000 tokens
Provider endpoints2 endpoints →9 endpoints →
AA Intelligence ↗4.3.2Not reported38.12 ↗Effort: max · MaxIndependent result
AA-Briefcase ↗1.1Not reported1,334.83 ↗Effort: max · MaxIndependent result
GDPval-AA ↗2.1Not reported1,431.86 ↗Effort: max · MaxIndependent result
AutomationBench-AA ↗AA Index 4.3.2 collectionNot reported53.17% ↗Effort: max · MaxIndependent result
Terminal-Bench 4.0 · AA ↗Not reported12.63% ↗Effort: max · MaxHarness unreportedIndependent result
SciCode ↗AA Index 4.3.2 collectionNot reported54.63% ↗AA · Under reviewEffort: max · MaxIndependent result
Humanity’s Last Exam ↗AA Index 4.3.2 collectionNot reported38.51% ↗Effort: max · MaxIndependent result
GDP.pdf ↗AA Index 4.3.2 collectionNot reported22.8% ↗Effort: max · MaxIndependent result
CritPt ↗AA Index 4.3.2 collectionNot reported19.43% ↗AA · Under reviewEffort: max · MaxIndependent result
AA-Omniscience ↗AA Index 4.3.2 collectionNot reported0.65 ↗Effort: max · MaxIndependent result
AA-LCR ↗1.1Not reported83.33% ↗Effort: max · MaxIndependent result
LiveBench ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported69.4% ↗Effort: max · single run · equal mean of 7 suitesIndependent result
LiveBench Design ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported82.5% ↗Effort: max · single runIndependent result
LiveBench Research ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported43.5% ↗Effort: max · single runIndependent result
LiveBench Browser Use ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported72% ↗Effort: max · single runIndependent result
LiveBench Coding ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported84.5% ↗Effort: max · single runIndependent result
LiveBench Agentic ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported48.1% ↗Effort: max · single runIndependent result
LiveBench Data Analysis ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported73.4% ↗Effort: max · single runIndependent result
LiveBench Reasoning ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reported81.8% ↗Effort: max · single runIndependent result
Context window200K1.1M
Max output8K128K
Parameters——
Tool callingNot reportedSupported
Structured outputSupportedSupported
Image inputSupportedSupported
ReasoningSupportedSupported
Prompt cachingNot reportedSupported

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