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Every score has a dated snapshot.

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  3. Qwen 3 Max vs Perplexity: Sonar Deep Research

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

Qwen 3 Max vs Perplexity: Sonar Deep Research benchmark

In this head-to-head showdown, Qwen 3 Max is more budget-friendly at $3.9/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Both Qwen 3 Max and Perplexity: Sonar Deep Research present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Verified Head-to-Head Advantage Breakdown

3 direct benchmark disciplines evaluated across capability, speed, and cost

Qwen 3 Max (3)Perplexity: Sonar Deep Research (0)
Qwen 3 Max
3 of 3 Wins
✓Input price✓Output price✓Context window
Perplexity: Sonar Deep Research
0 of 3 Wins
Competitive baseline across remaining benchmarks
Alibaba
Leads 3 of 3 metrics
Qwen 3 Max

Alibaba flagship. Strong math and multilingual code.

Elo 1,518$3.9/1M out
perplexity
Perplexity: Sonar Deep Research

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

$8/1M out
Top Rival Showdowns for Qwen 3 Max
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar LeaderQwen 3 Max Wins

Qwen 3 Max

$3.9 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top Western standard models with China's leading frontier rival across 6 skill dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile
Head-to-Head Comparison

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

Qwen 3 Max (10)vsPerplexity: Sonar Deep Research (0)
Qwen 3 Max: 10W (100%)Overall: Qwen 3 MaxPerplexity: Sonar Deep Research: 0W (0%)
← Qwen 3 MaxPerplexity: Sonar Deep Research →
🏆Qwen 3 Max(5/5)

Intelligence & Reasoning

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

Benchmark
Qwen 3 MaxvsPerplexity: Sonar Deep Research
Preference Elo
1,518vs—
Coding Elo
1,526vs—
SWE-bench
67.8%vs—
LiveBench
69.4%vs—
GPQA Diamond
83.1%vs—
Qwen 3 Max: 5WPerplexity: Sonar Deep Research: 0W
🏆Qwen 3 Max(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Qwen 3 MaxvsPerplexity: Sonar Deep Research
Output speed
80 tok/svs—
Time to first token
280 msvs—
Qwen 3 Max: 2WPerplexity: Sonar Deep Research: 0W
🏆Qwen 3 Max(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Qwen 3 MaxvsPerplexity: Sonar Deep Research
Output price
$3.9/1Mvs$8/1M+$4.1/1M
Input price
$0.78/1Mvs$2/1M+$1.22/1M
Context window
262kvs128k+134k
Qwen 3 Max: 3WPerplexity: Sonar Deep Research: 0W

Side-by-Side Benchmark Matrix

Preference Elo
Qwen 3 Max1,518
lmarena · Aug 17, 2026
Perplexity: Sonar Deep Research—
Coding Elo
Qwen 3 Max1,526
lmarena · Aug 17, 2026
Perplexity: Sonar Deep Research—
LiveBench
Qwen 3 Max69.4%
livebench · Aug 17, 2026
Perplexity: Sonar Deep Research—
SWE-bench
Qwen 3 Max67.8%
swebench · Aug 17, 2026
Perplexity: Sonar Deep Research—
GPQA Diamond
Qwen 3 Max83.1%
seed-bootstrap · Aug 1, 2026
Perplexity: Sonar Deep Research—
Time to first token
Qwen 3 Max280 ms
seed-bootstrap · Aug 1, 2026
Perplexity: Sonar Deep Research—
Output speed
Qwen 3 Max80 tok/s
seed-bootstrap · Aug 1, 2026
Perplexity: Sonar Deep Research—
Input price+$1.22/1M
Qwen 3 Max$0.78/1M
openrouter · Aug 17, 2026
Perplexity: Sonar Deep Research$2/1M
openrouter · Aug 17, 2026
Output price+$4.1/1M
Qwen 3 Max$3.9/1M
openrouter · Aug 17, 2026
Perplexity: Sonar Deep Research$8/1M
openrouter · Aug 17, 2026
Context window+134k
Qwen 3 Max262k
openrouter · Aug 17, 2026
Perplexity: Sonar Deep Research128k
openrouter · Aug 17, 2026
BenchmarkQwen 3 MaxPerplexity: Sonar Deep ResearchAdvantage Delta
Preference Elo
1,518
lmarena · Aug 17, 2026
——
Coding Elo
1,526
lmarena · Aug 17, 2026
——
LiveBench
69.4%
livebench · Aug 17, 2026
——
SWE-bench
67.8%
swebench · Aug 17, 2026
——
GPQA Diamond
83.1%
seed-bootstrap · Aug 1, 2026
——
Time to first token
280 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
80 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$0.78/1M
openrouter · Aug 17, 2026
$2/1M
openrouter · Aug 17, 2026
+$1.22/1M
Output price
$3.9/1M
openrouter · Aug 17, 2026
$8/1M
openrouter · Aug 17, 2026
+$4.1/1M
Context window
262k
openrouter · Aug 17, 2026
128k
openrouter · Aug 17, 2026
+134k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save up to 55% with Qwen 3 Max
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Qwen 3 Max$85.80 / mo
In: $27.3Out: $58.5
Perplexity: Sonar Deep Research$190.00 / mo
In: $70Out: $120
Estimated Cost Delta

Qwen 3 Max is estimated to save $104.20/month ($1,250/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Qwen 3 Max:Pick Qwen 3 Max when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatQwen 3 Max

Lower output list price ($3.9/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGQwen 3 Max

Larger window (262k).

Screenshots / visionQwen 3 Max

Qwen 3 Max is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatQwen 3 MaxLower output list price ($3.9/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGQwen 3 MaxLarger window (262k).
Screenshots / visionQwen 3 MaxQwen 3 Max is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchApr 18, 2026

Qwen 3 Max: Alibaba’s flagship for math and multilingual code

Closed flagship. Strong math. Compare to Sol and Opus on GPQA and SWE-bench, not on brand heat.

launchSep 20, 2025

Qwen3 235B: the open MoE Qwen, not the Max SKU

Sep 2025 open-weight mixture-of-experts. Self-host path. Don’t confuse it with Qwen 3 Max.

Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Alibaba

Qwen 3 Max

Elo 1,518
SWE-bench67.8%
Speed (tok/s)80 tok/s
Input / 1M Tokens$0.78/1M
Output / 1M Tokens$3.9/1M
perplexity

Perplexity: Sonar Deep Research

Elo n/a
SWE-bench—
Speed (tok/s)128k
Input / 1M Tokens$2/1M
Output / 1M Tokens$8/1M

Frequently Asked Questions

Which is better overall, Qwen 3 Max or Perplexity: Sonar Deep Research?
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 3 Max or Perplexity: Sonar Deep Research?
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?
Qwen 3 Max output tokens are $3.9/1M versus $8/1M. Input prices and retry rates still move the real bill.
Which is faster, Qwen 3 Max or Perplexity: Sonar Deep Research?
We do not have TTFT for both models.
Which has the larger context window?
Qwen 3 Max accepts 262k tokens versus 128k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
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 3 Max and Perplexity: Sonar Deep Research Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Apr 18, 2026

    Qwen 3 Max: Alibaba’s flagship for math and multilingual code

  • launch · Sep 20, 2025

    Qwen3 235B: the open MoE Qwen, not the Max SKU

Similar Head-to-Head Comparisons

All Qwen 3 Max matchups →|All Perplexity: Sonar Deep Research matchups →
Qwen QwQ 32B vs Qwen 3 MaxQwen 2.5 Plus vs Qwen 3 MaxClaude Sonnet 4.5 vs Qwen 3 MaxKimi K3 vs Qwen 3 MaxGemini 3.6 Flash vs Qwen 3 MaxGemini 3.7 Flash vs Qwen 3 Max