strong2026-02
AIMultiple 2026 — Perplexity Sonar #7 with Agent Score 12.96Below SerpAPI. Consumer brand strength doesn't translate to API benchmark performance.
100 queries, GPT-5.2 judgeAIMultiple (independent)
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Perplexity Sonar API
activeConsumer search brand's API offering. Highest raw accuracy (87% in HumAI) but AIMultiple #7 of 8 and 11,000ms+ latency.
Score 40
Where it wins
Highest accuracy in HumAI benchmark (87%)
94% citation quality (HumAI)
Strong consumer brand recognition
Sonar Deep Research for multi-step retrieval
Citation tokens no longer billed (Feb 2026)
Where to be skeptical
AIMultiple #7 of 8 (12.96) — below SerpAPI
11,000ms+ latency
BrowseComp 8% (vs Parallel 48%, Gemini 59%)
~50% Deep Research response truncation reported by community
Consumer product trying to be an API
Editorial verdict
Below cut line in search-news. Consumer brand doesn't translate to API performance. AIMultiple #7 (12.96), 11K+ ms latency, BrowseComp 8%. HumAI shows highest accuracy (87%) but at cost of speed.
Videos
Reviews, tutorials, and comparisons from the community.
Prediction Market Assistant with Perplexity Sonar API and Kalshi API
Part Time Larry·2025-02-22
Is Perplexity Sonar The FUTURE Of Search?
PlanetNoCode·2025-01-22
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Public evidence
strong2026
HumAI: 87% accuracy (highest), but 2,400ms avg / 3,900ms p95Highest accuracy but slowest in the comparison. Quality-speed tradeoff not favorable for real-time agent use.
Independent comparisonHumAI (independent)
moderate2026
HumAI: Sonar fastest at 358ms median for basic queriesSonar (not Pro/Deep) is actually fast at 358ms for basic queries. But quality gap vs top-4 is real. 'Simplest integration but least control over retrieval process.'
Independent comparisonHumAI (independent)
moderateSelf-reported2026-02
Citation tokens no longer billed — meaningful cost reduction (Feb 2026)Citation tokens no longer counted toward billing. Sonar Pro: $3/$15 per M input/output tokens. Sonar: $1/M tokens. Search API: $5/1K requests.
Pricing updatePerplexity (official)
Raw GitHub source
GitHub README could not be fetched right now.