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Sonar Deep Research

perplexity·perplexity/sonar-deep-research-2·GA·Closed·sonar series

Sonar search model for autonomous research and citation-backed long-form reports

At a glance
Reference price$2.00 / $8.00 per 1M
Cache read · Eden AI
Lowest paid$2.00 / $8.00
OpenRouter Gateway · 1× spread
Context128,000
Output limit32,768
Capabilities
ReasoningTool useStructured outputTemperatureAttachments
Modalities
Text
Knowledge cutoff2025-01
Released / updated2025-02-01 / 2025-09-01

Quality & performance

Artificial Analysis doesn't cover this model (267 of 2059 have data). Quality data comes from independent evals covering widely used models.

Available at 4 providers4 with public prices

ProviderTierInputOutputCache readCache writeContextOutput limitStatus
OpenRouter
perplexity/sonar-deep-research
Gateway$2.00$8.00128,000128,000
LLMTR
perplexity/sonar-deep-research
Gateway$2.00$8.00128,00032,768
SAP AI Core
sonar-deep-research
Cloud$2.00$8.00128,00032,768
Eden AI
perplexityai/sonar-deep-research
Gateway$2.00$8.00128,00032,768

Sorted by blended price (input×0.75 + output×0.25) asc. The official channel always shows regardless of rank. Whether a gateway's low price is actually usable can't be verified.

Your usage cost

1OpenRouter$800.00
2LLMTR$800.00
3SAP AI Core$800.00
4Eden AI$800.00
The cheapest paid channel is the only channel.

Benchmark

No upstream benchmark data for this model. For quality, see the Artificial Analysis intelligence score above.

Reasoning control

effort = minimaleffort = loweffort = mediumeffort = high

2 / 4 providers expose no reasoning control (reasoning_options: []).

Related models

Price historyone sample accumulated per data sync

Input listOutput listMin blended
$8.00$02026-08-052026-08-132026-08-05 · Input list $2.002026-08-06 · Input list $2.002026-08-07 · Input list $2.002026-08-08 · Input list $2.002026-08-09 · Input list $2.002026-08-10 · Input list $2.002026-08-11 · Input list $2.002026-08-12 · Input list $2.002026-08-13 · Input list $2.002026-08-05 · Output list $8.002026-08-06 · Output list $8.002026-08-07 · Output list $8.002026-08-08 · Output list $8.002026-08-09 · Output list $8.002026-08-10 · Output list $8.002026-08-11 · Output list $8.002026-08-12 · Output list $8.002026-08-13 · Output list $8.002026-08-05 · Min blended $3.502026-08-06 · Min blended $3.502026-08-07 · Min blended $3.502026-08-08 · Min blended $3.502026-08-09 · Min blended $3.502026-08-10 · Min blended $3.502026-08-11 · Min blended $3.502026-08-12 · Min blended $3.502026-08-13 · Min blended $3.50