Perplexity

Sonar Reasoning Pro

Sonar Reasoning Pro is listed by Perplexity at $2 input and $8 output per million tokens. The recorded context window is 128,000 tokens. Release date on file: 2024-01-01. No LMArena overall rating was matched for this name, so it is left out of the Value Index. Price source: models.dev (MIT).

  • Context19
  • Inverse price98
  • Arena—
  • GPQA—
  • Tools15
  • Modalities50

List price

Input / 1M$3.00Output / 1M$15.00Cache read / 1M—Blended$12.000Value index—Last move-45.8% from 2026-10-18

models.dev · MIT · retrieved Oct 25, 2026

Split quote: LiteLLM lists $3 / $15, more than 5% off this blended price. Both are shown; neither is overwritten.

Price history

Input and output list price. A missing day stays a gap in the line. The series is not a quality history.

$15.00 / 1M2026-06-232026-10-18
Input Output39 observationsModelPriceWatch LLM Token Price History · CC-BY-4.0

Benchmarks

LMArena is CC-BY-4.0. Epoch scores, including LiveBench where Epoch publishes it, are CC-BY-4.0. A blank cell means this snapshot has no match. Nothing here is estimated.

BenchmarkScoreDetailSource
LMArena overall———
LMArena coding———
LMArena math———
GPQA Diamond———
LiveBench———
SWE-bench Verified———
Epoch Capability Index———

Provider prices

The list row is the price used for the value index. Other rows are the same model id on models.dev, plus the LiteLLM catalog price when we have one. A split quote is kept beside the list price.

QuoteProviderInput / 1MOutput / 1MBlendedSource
ListPerplexity$3.00$15.00$12.000models.dev · MIT
Also listedAI/ML API$3.00$15.00$12.000models.dev · MIT
Also listedOpper$2.00$8.00$6.500models.dev · MIT
Also listedOpper$3.00$15.00$12.000models.dev · MIT
Split quoteperplexity$3.00$15.00$12.000LiteLLM model_prices_and_context_window.json · MIT

Spec

Context200,000Max output4,096Inputtext, imageOutputtextReleased2024-01-01Open weightsNo

Spec fields are from the models.dev row for Perplexity.

Also from Perplexity