Model profile
Perplexity

Perplexity: Sonar Reasoning Pro

Perplexity: Sonar Reasoning Pro is a budget-priced multimodal generalist from Perplexity with partial runtime data, extended context posture, and the clearest fit around long-context research / multimodal.

Best for: Long-context research / MultimodalN/A latencyExtended contextBudget pricing
Intelligence
24.6

Benchmark blend

Coding
N/A

Dev workflow signal

Context
128K Tokens

Extended

Input Price
$0.00

Budget tier

Decision snapshot
52

Perplexity: Sonar Reasoning Pro currently reads as a budget multimodal option with extended context and a partially published runtime profile.

Overall profile
Use-case specific
Best for
Long-context research / Multimodal
Latency tier
N/A
Price tier
Budget
Source coverage
OpenRouterArtificial AnalysisVision signal

Decision Strip

Decision rail before the raw tables

Core buy-side signals stay in one pass. The rest of the page expands only after intelligence, speed, context, and price are clear.

Intelligence
24.6
25

General reasoning and benchmark headroom.

Limited
Speed
N/A
N/A

Latency data is partial.

Unavailable
Context
128K Tokens
76

How much prompt and task state can stay in view.

Competitive
Price
$0.00
86

$0.00 output / 1M

Efficient

Editorial Profile

Perplexity: Sonar Reasoning Pro in one narrative

Positioning, tradeoffs, and fit are consolidated into one read instead of repeating the same story across separate cards.

Use-case specificCoding score N/AMath score 96Vision enabled

Note: Sonar Pro pricing includes Perplexity search pricing. See [details here](https://docs.perplexity.ai/guides/pricing#detailed-pricing-breakdown-for-sonar-reasoning-pro-and-sonar-pro) Sonar Reasoning Pro is a premier reasoning model powered by DeepSeek R1 with Chain of Thought (CoT). Designed for...

Identity

Perplexity multimodal profile

Positioning

Long-context research / Multimodal with extended context and partially published runtime.

Cost posture

Efficient spend profile. More comfortable for sustained prompt volume if the capability fit is right.

Strengths
  • Large context headroom supports repo-wide prompts and long research sessions.

  • Vision-capable routing opens up multimodal review and extraction workflows.

Tradeoffs
  • Budget-friendly input pricing is a strength, but raw capability may vary by workload.

  • Latency data is incomplete, so interactive responsiveness is harder to rank confidently.

Best fit
  • Image-grounded review, multimodal extraction, and UI audit workflows.

  • Long-context summarization, repo analysis, and policy or document review.

Explore Next

Similar profiles worth opening next

Perplexity

Sonar Reasoning

Intelligence
17.9
Context
N/A
Input Price
$0.00
Perplexity

Perplexity: Sonar

Intelligence
15.5
Context
127K Tokens
Input Price
$0.00
Perplexity

Perplexity: Sonar Pro

Intelligence
15.2
Context
200K Tokens
Input Price
$0.00

Benchmarks

Grouped by job-to-be-done

Only benchmark categories with actual signal are shown. Secondary values stay as simple definitions instead of nested micro-cards.

General intelligence

Broad reasoning, knowledge depth, and flagship benchmark posture.

Intelligence Index
24.6

Extra benchmark cuts are not available for this category yet.

Math

Formal reasoning, structured problem solving, and competition-style math.

AIME
79.0%
Math 500
95.7%

Specs & Pricing

Technical snapshot and cost posture

Specs stay neutral, pricing gets emphasis through values rather than extra containers. Raw provider internals remain in metadata at the end.

Technical snapshot
Context Window
128K Tokens
Vision
Enabled
Modalities
image, text
Tokenizer
Other
Moderation
No
Supported Parameters
frequency_penaltyinclude_reasoningmax_tokenspresence_penaltyreasoningtemperaturetop_ktop_pweb_search_options
Input Modalities
imagetext
Output Modalities
text
Price architecture
Input
per 1M input tokens
$0.00
Output
per 1M output tokens
$0.00
Blended
AA 3:1 mix
$0.00

This model is relatively efficient on price. It is the easier fit when sustained prompt volume matters.

OR Web Search Price
$0.0050

Metadata

Raw source tables at the end

Verification details remain available, but the page no longer forces them ahead of the editorial read.