Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)
In this head-to-head showdown, Perplexity: Sonar Pro Search is more budget-friendly at $15/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.
Original Claude 3 flagship. Kept so opus 3 vs later Opus and vs GPT-4o still resolve.
Auto-discovered from OpenRouter (perplexity/sonar-pro-search). Preview until a second source matches.
Single model data
No latency data
$15 / 1M output
Relative percentile scores computed across all active models in the benchmark catalog.
Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.
Category wins across reasoning intelligence, generation speed, and token cost.
Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy
Generation throughput and time to first token responsiveness
Cost per million tokens and max context window length
| Benchmark | Claude 3 Opus | Perplexity: Sonar Pro Search | Advantage Delta |
|---|---|---|---|
| Preference Elo | — | — | |
| LiveBench | — | — | |
| SWE-bench | — | — | |
| GPQA Diamond | — | — | |
| Time to first token | — | — | |
| Output speed | 48 tok/s | — | — |
| Input price | Perplexity: Sonar Pro Search (+$12/1M) | ||
| Output price | Perplexity: Sonar Pro Search (+$60/1M) | ||
| Context window | — |
Simulate monthly production API costs in USD (US Dollar).
Perplexity: Sonar Pro Search is estimated to save $1,320.00/month ($15,840/year).
Need SWE-bench on both sides.
Lower output list price ($15/1M).
Need TTFT on both sides.
Larger window (200k).
Claude 3 Opus is the side marked multimodal in the catalog.
| Target Workload | Recommended Pick | Evaluation Rationale |
|---|---|---|
| Repo / coding agents | insufficient data | Need SWE-bench on both sides. |
| High-volume chat | Perplexity: Sonar Pro Search | Lower output list price ($15/1M). |
| Voice / low-latency UI | insufficient data | Need TTFT on both sides. |
| Long-document RAG | Claude 3 Opus | Larger window (200k). |
| Screenshots / vision | Claude 3 Opus | Claude 3 Opus is the side marked multimodal in the catalog. |
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The real PNG is generated at /compare/claude-3-opus-vs-sonar-pro-search/opengraph-image for crawlers.
Verified head-to-head card
