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Sonar Reasoning Pro


Sonar Reasoning Pro is Perplexity's language model with a 128K context window and up to 8K output tokens, available from 3 providers, starting at $2.00 / 1M input and $8.00 / 1M output. A reasoning-enhanced pro-tier Sonar model that combines Perplexity's web search with chain-of-thought reasoning for complex analytical queries.
Specifications
Canonical IDperplexity-sonar-pro-reasoning
TypeLanguage
StatusActive
CreatorPerplexityPerplexity
Providers
Context Window128K tokens
Max Output8K tokens
Input ModalitiesImageText
Output ModalitiesText
Reasoning Effortsdefault
Release Date · 1 year ago
Benchmarks
Intelligence Index
24.6
#172
AIME
0.8
#18
Time to First Token
0.00s
#178
MATH-500
1.0
#32
Output TPS
0.0
#452

Capabilities

Input2/5
Text
Image
Audio·
Video·
PDF·
Output1/5
Text
Image·
Audio·
Video·
Embedding·
Capabilities2/13
Reasoning
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·

Pricing by Provider

ProviderStandardBatch
Input
$ / 1M
Output
$ / 1M
Web Search
$ / query
Input
$ / 1M
Output
$ / 1M
OpenRouter logo
OpenRouter
perplexity/sonar-reasoning-pro
$2.00$8.00$0.0050
Perplexity logo
Perplexity
sonar-reasoning-pro
$2.00$8.00N/A$1.00$4.00
Vercel AI Gateway logo
Vercel AI Gateway
vercel_ai_gateway/perplexity/sonar-reasoning-pro
$2.00$8.00N/A

Cost Calculator

Preset:
Compares every provider & tier in USD

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
Sonar Pro Search200K$3.00$15.00Available
Sonar Reasoning Pro128K$2.00$8.00Current
Sonar Pro200K$3.00$15.00Available

Other models

ModelTierReleasedContextInput / 1MOutput / 1M
Sonar Deep Research128K$2.00$8.00
Sonar128K$1.00$1.00
Sonar Reasoning128K$1.00$5.00
Sonar Medium ChatMedium16K$0.600$1.80
Sonar Medium OnlineMedium12K$0.000$1.80
Sonar Small ChatSmall16K$0.070$0.280
Sonar Small OnlineSmall12K$0.000$0.280

Model IDs