Price Per TokenPrice Per Token
OpenAI
OpenAI
vs
Perplexity
Perplexity

GPT-5.2-Codex vs Sonar Pro Search

A detailed comparison of pricing, benchmarks, and capabilities

114 out of our 483 tracked models have had a price change in March.

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Key Takeaways

GPT-5.2-Codex wins:

  • Cheaper input tokens
  • Cheaper output tokens
  • Larger context window
  • Faster response time
  • Higher intelligence benchmark
  • Better at coding
  • Has reasoning mode

Sonar Pro Search wins:

  • No clear advantages in compared metrics
Price Advantage
GPT-5.2-Codex
Benchmark Advantage
GPT-5.2-Codex
Context Window
GPT-5.2-Codex
Speed
GPT-5.2-Codex

Pricing Comparison

Price Comparison

MetricGPT-5.2-CodexSonar Pro SearchWinner
Input (per 1M tokens)$1.75$3.00 GPT-5.2-Codex
Output (per 1M tokens)$14.00$15.00 GPT-5.2-Codex
Cache Read (per 1M)$0.17N/A GPT-5.2-Codex
Using a 3:1 input/output ratio, GPT-5.2-Codex is 20% cheaper overall.

GPT-5.2-Codex Providers

No provider data available

Sonar Pro Search Providers

No provider data available

Benchmark Comparison

3
Benchmarks Compared
0
GPT-5.2-Codex Wins
0
Sonar Pro Search Wins

Benchmark Scores

BenchmarkGPT-5.2-CodexSonar Pro SearchWinner
Intelligence Index
Overall intelligence score
49.0--
Coding Index
Code generation & understanding
43.0--
GPQA
Graduate-level science
89.9--
GPT-5.2-Codex significantly outperforms in coding benchmarks.

Cost vs Quality

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Other models

Context & Performance

Context Window

GPT-5.2-Codex
400,000
tokens
Sonar Pro Search
200,000
tokens
GPT-5.2-Codex has a 50% larger context window.

Speed Performance

MetricGPT-5.2-CodexSonar Pro SearchWinner
Tokens/second87.1 tok/sN/A
Time to First Token6.83sN/A

Capabilities

Feature Comparison

FeatureGPT-5.2-CodexSonar Pro Search
Vision (Image Input)
Tool/Function Calls
Reasoning Mode
Audio Input
Audio Output
PDF Input
Prompt Caching
Web Search

License & Release

PropertyGPT-5.2-CodexSonar Pro Search
LicenseProprietaryProprietary
AuthorOpenAIPerplexity
ReleasedJan 2026Oct 2025

GPT-5.2-Codex Modalities

Input
textimage
Output
text

Sonar Pro Search Modalities

Input
textimage
Output
text

Related Comparisons

Compare GPT-5.2-Codex with:

Compare Sonar Pro Search with:

Frequently Asked Questions

GPT-5.2-Codex has cheaper input pricing at $1.75/M tokens. GPT-5.2-Codex has cheaper output pricing at $14.00/M tokens.
GPT-5.2-Codex scores higher on coding benchmarks with a score of 43.0, compared to Sonar Pro Search's score of N/A.
GPT-5.2-Codex has a 400,000 token context window, while Sonar Pro Search has a 200,000 token context window.
GPT-5.2-Codex supports vision. Sonar Pro Search supports vision.