| Signal | GPT-5.1-Codex-Mini | Delta | Sonar Pro Search |
|---|---|---|---|
Capabilities | 83 | -- | |
Pricing | 2 | -13 | |
Context window size | 89 | +5 | |
Recency | 100 | -- | |
Output Capacity | 83 | +18 | |
| Overall Result | 2 wins | of 5 | 1 wins |
9
days higher
6
days
15
days higher
OpenAI
Perplexity
GPT-5.1-Codex-Mini saves you $925.00/month
That's $11100.00/year compared to Sonar Pro Search at your current usage level of 100K calls/month.
| Metric | GPT-5.1-Codex-Mini | Sonar Pro Search | Winner |
|---|---|---|---|
| Overall Score | 85 | 85 | -- |
| Rank | #39 | #40 | GPT-5.1-Codex-Mini |
| Quality Rank | #39 | #40 | GPT-5.1-Codex-Mini |
| Adoption Rank | #39 | #40 | GPT-5.1-Codex-Mini |
| Parameters | -- | -- | -- |
| Context Window | 400K | 200K | GPT-5.1-Codex-Mini |
| Pricing | $0.25/$2.00/M | $3.00/$15.00/M | -- |
| Signal Scores | |||
| Capabilities | 83 | 83 | GPT-5.1-Codex-Mini |
| Pricing | 2 | 15 | Sonar Pro Search |
| Context window size | 89 | 84 | GPT-5.1-Codex-Mini |
| Recency | 100 | 100 | GPT-5.1-Codex-Mini |
| Output Capacity | 83 | 65 | GPT-5.1-Codex-Mini |
Our composite score (0–100) combines six weighted signals: benchmark performance (25%), pricing efficiency (25%), context window size (15%), model recency (15%), output capacity (10%), and capability versatility (10%). Here's what the scores mean for these two models:
Scores 85/100 (rank #39), placing it in the top 87% of all 290 models tracked.
Scores 85/100 (rank #40), placing it in the top 87% of all 290 models tracked.
With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.
GPT-5.1-Codex-Mini offers 88% better value per quality point. At 1M tokens/day, you'd spend $33.75/month with GPT-5.1-Codex-Mini vs $270.00/month with Sonar Pro Search - a $236.25 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Higher benchmark score (0/100) indicates stronger performance on coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Faster response time (speed score 0/100) is critical for user-facing chat. GPT-5.1-Codex-Mini also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (400K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($2.00/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (85/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
GPT-5.1-Codex-Mini and Sonar Pro Search are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
Best for Quality
GPT-5.1-Codex-Mini
Marginally better benchmark scores; both are excellent
Best for Cost
GPT-5.1-Codex-Mini
88% lower pricing; better value at scale
Best for Reliability
GPT-5.1-Codex-Mini
Higher uptime and faster response speeds
Best for Prototyping
GPT-5.1-Codex-Mini
Stronger community support and better developer experience
Best for Production
GPT-5.1-Codex-Mini
Wider enterprise adoption and proven at scale
by OpenAI
| Capability | GPT-5.1-Codex-Mini | Sonar Pro Search |
|---|---|---|
| Vision (Image Input) | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Searchdiffers | ||
| Image Output |
OpenAI
Perplexity
GPT-5.1-Codex-Mini saves you $20.55/month
That's 88% cheaper than Sonar Pro Search at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | GPT-5.1-Codex-Mini | Sonar Pro Search |
|---|---|---|
| Context Window | 400K | 200K |
| Max Output Tokens | 100,000 | 8,000 |
| Open Source | No | No |
| Created | Nov 13, 2025 | Oct 30, 2025 |
Both GPT-5.1-Codex-Mini and Sonar Pro Search score 85/100, making them extremely close competitors. Choose based on pricing, provider ecosystem, or specific capability requirements.
GPT-5.1-Codex-Mini is ranked #39 and Sonar Pro Search is ranked #40 out of 290+ AI models. Rankings use a composite score combining benchmark performance (25%), pricing (25%), context window (15%), recency (15%), output capacity (10%), and versatility (10%). Scores update hourly.
GPT-5.1-Codex-Mini is cheaper at $2.00/M output tokens vs Sonar Pro Search's $15.00/M output tokens - 7.5x more expensive. Input token pricing: GPT-5.1-Codex-Mini at $0.25/M vs Sonar Pro Search at $3.00/M.
GPT-5.1-Codex-Mini has a larger context window of 400,000 tokens compared to Sonar Pro Search's 200,000 tokens. A larger context window means the model can process longer documents and conversations.