Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)

Qwen QwQ 32B vs Perplexity: Sonar benchmark

Name: Qwen QwQ 32B vs Perplexity: Sonar AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

This page compares Qwen QwQ 32B (Alibaba) and Perplexity: Sonar (perplexity) using the latest snapshots we have as of Aug 17, 2026. Perplexity: Sonar wins on output price at $1/1M. Qwen QwQ 32B has the larger context window (131k tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.

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Alibaba

Qwen QwQ 32B

Alibaba specialized open reasoning model competing with frontier closed reasoning models.

Elo 1,495$1.2/1M out

perplexity

Perplexity: Sonar

Auto-discovered from OpenRouter (perplexity/sonar). Preview until a second source matches.

$1/1M out

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Model A

Model B

Quick vs:vs Claude Opus 4.5 vs Claude Opus 4.6 vs Claude Sonnet 4.5 vs Claude 3.7 Sonnet

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Qwen QwQ 32B (9)vsPerplexity: Sonar (1)

Qwen QwQ 32B: 9W (90%)Overall: Qwen QwQ 32BPerplexity: Sonar: 1W (10%)

← Qwen QwQ 32BPerplexity: Sonar →

Qwen QwQ 32B (5/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Preference Elo

1,495vs—

Coding Elo

1,520vs—

SWE-bench

67.5%vs—

LiveBench

68%vs—

GPQA Diamond

83.2%vs—

Qwen QwQ 32B: 5WPerplexity: Sonar: 0W

Qwen QwQ 32B (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed

68 tok/svs—

Time to first token

320 msvs—

Qwen QwQ 32B: 2WPerplexity: Sonar: 0W

Qwen QwQ 32B (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price

$1.2/1Mvs$1/1M

Input price

$0.3/1Mvs$1/1M

Context window

131kvs127k

Qwen QwQ 32B: 2WPerplexity: Sonar: 1W

Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect

Percentile 0–100

Dimensional AdvantageQwen QwQ 32B 5/6

Preference Elo

No shared data

Throughput Speed

No shared data

Price Efficiency

Perplexity: Sonar

$0.20/1M cheaper

Full Benchmark Score Matrix

—

Elo

High is better

1,495

EloHigh is better

—

Code Elo

High is better

1,520

Code EloHigh is better

—

LiveBench

High is better

68%

LiveBenchHigh is better

—

SWE-bench

High is better

67.5%

SWE-benchHigh is better

—

GPQA

High is better

83.2%

GPQAHigh is better

—

TTFT

Low is better

320 ms

TTFTLow is better

—

Speed

High is better

68 tok/s

SpeedHigh is better

—

In $

Low is better

+233%$0.3/1M

In $Low is better

$1/1M

Out $

Low is better

$1.2/1M

Out $Low is better

$1/1M+20%

Context

High is better

+3%131k

ContextHigh is better

127k

Interactive Simulator

Workload Cost & Savings Calculator

Simulate monthly production API costs based on published $/1M tokens.

Save up to 43% with Qwen QwQ 32B

Monthly Volume50M tokens/mo

Quick Presets:

Token Ratio (In vs Out)70% In / 30% Out

RAG / Search (10% out)Coding / Chat (50% out)

Qwen QwQ 32B$28.50 / mo

In: $10.50Out: $18.00

Perplexity: Sonar$50.00 / mo

In: $35.00Out: $15.00

Estimated Cost Delta

Qwen QwQ 32B is estimated to save $21.50/month ($258/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

1
Perplexity: Sonar:Pick Perplexity: Sonar when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatPerplexity: Sonar

Lower output list price ($1/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGQwen QwQ 32B

Larger window (131k).

Screenshots / visionPerplexity: Sonar

Perplexity: Sonar 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	Lower output list price ($1/1M).
Voice / low-latency UI	insufficient data	Need TTFT on both sides.
Long-document RAG	Qwen QwQ 32B	Larger window (131k).
Screenshots / vision	Perplexity: Sonar	Perplexity: Sonar is the side marked multimodal in the catalog.

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LIVE

Alibaba

Qwen QwQ 32B

Elo 1,495

LiveBench68%

SWE-bench67.5%

Speed68 tok/s

Output cost$1.2/1M

perplexity

Perplexity: Sonar

Elo n/a

LiveBench—

SWE-bench—

Speed—

Output cost$1/1M

Frequently Asked Questions

Which is better overall, Qwen QwQ 32B or Perplexity: Sonar?: We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, Qwen QwQ 32B or Perplexity: Sonar?: SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?: Perplexity: Sonar output tokens are $1/1M versus $1.2/1M. Input prices and retry rates still move the real bill.
Which is faster, Qwen QwQ 32B or Perplexity: Sonar?: We do not have TTFT for both models.
Which has the larger context window?: Qwen QwQ 32B accepts 131k tokens versus 127k.
Can I self-host either model?: Qwen QwQ 32B is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.
Are these scores from CompareLLM’s own evals?: No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?: Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. Qwen QwQ 32B and Perplexity: Sonar Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Qwen QwQ 32B matchups →|All Perplexity: Sonar matchups →

Qwen QwQ 32B vs Qwen3 235B (previous qwen)Qwen 3 Max vs Qwen QwQ 32B Qwen 2.5 Plus vs Qwen QwQ 32B Qwen 2.5 Coder 32B vs Qwen QwQ 32B Qwen2.5 Coder 32B Instruct vs Qwen QwQ 32B Gemini 3 Flash vs Qwen QwQ 32B

Qwen QwQ 32B vs Perplexity: Sonar benchmark

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Qwen QwQ 32B (9)vsPerplexity: Sonar (1)

Qwen QwQ 32B: 9W (90%)Overall: Qwen QwQ 32BPerplexity: Sonar: 1W (10%)

← Qwen QwQ 32BPerplexity: Sonar →

Qwen QwQ 32B (5/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Preference Elo

1,495vs—

Coding Elo

1,520vs—

SWE-bench

67.5%vs—

LiveBench

68%vs—

GPQA Diamond

83.2%vs—

Qwen QwQ 32B: 5WPerplexity: Sonar: 0W

Qwen QwQ 32B (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed

68 tok/svs—

Time to first token

320 msvs—

Qwen QwQ 32B: 2WPerplexity: Sonar: 0W

Qwen QwQ 32B (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price

$1.2/1Mvs$1/1M

Input price

$0.3/1Mvs$1/1M

Context window

131kvs127k

Qwen QwQ 32B: 2WPerplexity: Sonar: 1W

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatPerplexity: Sonar

Lower output list price ($1/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGQwen QwQ 32B

Larger window (131k).

Screenshots / visionPerplexity: Sonar

Perplexity: Sonar 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	Lower output list price ($1/1M).
Voice / low-latency UI	insufficient data	Need TTFT on both sides.
Long-document RAG	Qwen QwQ 32B	Larger window (131k).
Screenshots / vision	Perplexity: Sonar	Perplexity: Sonar is the side marked multimodal in the catalog.

Frequently Asked Questions

Which is better overall, Qwen QwQ 32B or Perplexity: Sonar?

We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.

Which is better at coding, Qwen QwQ 32B or Perplexity: Sonar?

SWE-bench is missing for at least one model, so we do not rank coding from a single number.

Which is cheaper to run in production?

Perplexity: Sonar output tokens are $1/1M versus $1.2/1M. Input prices and retry rates still move the real bill.

Which is faster, Qwen QwQ 32B or Perplexity: Sonar?

We do not have TTFT for both models.

Which has the larger context window?

Qwen QwQ 32B accepts 131k tokens versus 127k.

Can I self-host either model?

Qwen QwQ 32B is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.

Are these scores from CompareLLM’s own evals?

No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.

What does preference Elo mean on this page?

Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. Qwen QwQ 32B and Perplexity: Sonar Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.