Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)
In this head-to-head showdown, Qwen QwQ 32B is more budget-friendly at $1.2/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.
Alibaba specialized open reasoning model competing with frontier closed reasoning models.
Auto-discovered from OpenRouter (perplexity/sonar-reasoning-pro). Preview until a second source matches.
Speed, cost, and intelligence tradeoffs across the Alibaba lineup
Simulate accuracy gains vs added response time & token cost
Reasoning models “think before answering” by generating internal reasoning tokens. Higher effort improves math, coding, and logic accuracy, but increases response delay and token costs.
Single model data
No latency data
$1.2 / 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 | Qwen QwQ 32B | Perplexity: Sonar Reasoning Pro | Advantage Delta |
|---|---|---|---|
| Preference Elo | — | — | |
| Coding Elo | — | — | |
| LiveBench | — | — | |
| SWE-bench | — | — | |
| GPQA Diamond | — | — | |
| Time to first token | — | — | |
| Output speed | 68 tok/s | — | — |
| Input price | $0.3/1M | Qwen QwQ 32B (+$1.7/1M) | |
| Output price | $1.2/1M | Qwen QwQ 32B (+$6.8/1M) | |
| Context window | Qwen QwQ 32B (+3k) |
Simulate monthly production API costs in USD (US Dollar).
Qwen QwQ 32B is estimated to save $161.50/month ($1,938/year).
Need SWE-bench on both sides.
Lower output list price ($1.2/1M).
Need TTFT on both sides.
Larger window (131k).
Perplexity: Sonar Reasoning Pro 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 | Qwen QwQ 32B | Lower output list price ($1.2/1M). |
| Voice / low-latency UI | insufficient data | Need TTFT on both sides. |
| Long-document RAG | Qwen QwQ 32B | Larger window (131k). |
| Screenshots / vision | Perplexity: Sonar Reasoning Pro | Perplexity: Sonar Reasoning Pro is the side marked multimodal in the catalog. |
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Verified head-to-head card
