Skip to content

Claude Sonnet 4 vs Qwen3 Max

Claude Sonnet 4

Anthropic

74#91
vs
Qwen3 Max

Alibaba

67#128
Signal-by-Signal Comparison
SignalClaude Sonnet 4DeltaQwen3 Max
Capabilities
83
+33
50
Benchmarks
75
+7
69
Pricing
85
-11
96
Context window size
95
+9
86
Recency
54
-23
77
Output Capacity
80
+5
75
Overall Result
4 wins
of 6
2 wins
Claude Sonnet 4 wins 4 of 6 signals

Score History

Score History (24 data points)
Claude Sonnet 4Qwen3 Max
Claude Sonnet 4

74.4

current score

Leader

Claude Sonnet 4

right now

Qwen3 Max

67.4

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

Claude Sonnet 4

Anthropic

Per request$0.010500
Daily$35.00
Monthly$1050.00
Annual$12600.00

Qwen3 Max

Alibaba

Best Value
Per request$0.002730
Daily$9.10
Monthly$273.00
Annual$3276.00

Qwen3 Max saves you $777.00/month

That's $9324.00/year compared to Claude Sonnet 4 at your current usage level of 100K calls/month.

74% cheaper
Choose Qwen3 Max for cost optimization

Claude Sonnet 4 pricing:
Input:$3.00/M tokens
Output:$15.00/M tokens
Qwen3 Max pricing:
Input:$0.78/M tokens
Output:$3.90/M tokens
Winner
Claude Sonnet 4

Anthropic

74

Composite Score

Qwen3 Max

Alibaba

67

Composite Score

Signal-by-Signal Comparison
MetricClaude Sonnet 4Qwen3 MaxWinner
Overall Score
74
67
Claude Sonnet 4
Rank#91#128
Claude Sonnet 4
Quality Rank#91#128
Claude Sonnet 4
Adoption Rank#91#128
Claude Sonnet 4
Parameters------
Context Window1000K262K
Claude Sonnet 4
Pricing$3.00/$15.00/M$0.78/$3.90/M--
Signal Scores
Capabilities
83
50
Claude Sonnet 4
Benchmarks
75
69
Claude Sonnet 4
Pricing
85
96
Qwen3 Max
Context window size
95
86
Claude Sonnet 4
Recency
54
77
Qwen3 Max
Output Capacity
80
75
Claude Sonnet 4
Benchmark Head-to-Head(13 benchmarks)
Claude Sonnet: 0Qwen3 Max: 1
Claude Sonnet
Qwen3 Max
Normalized 0-100%
MMLU
89.5%-
MMLU-Pro
83.7%85.7%
GPQA Diamond
75.4%-
MATH-500
81.4%-
HumanEval
93.8%-
SWE-bench Verified
72.7%-
AIME 2024
58%-
IFEval
90.8%-
BBH
87%-
Arena Elo
1387-
LiveBench
67%-
HLE
5.52%-
BigCodeBench
32.4%-
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

Claude Sonnet 4Strong Performer

Scores 74/100 (rank #91), placing it in the top 69% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Qwen3 MaxCompetitive

Scores 67/100 (rank #128), placing it in the top 56% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Claude Sonnet 4 has a 7-point advantage, which typically translates to noticeably better performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Claude Sonnet 4 when you need:

  • Processing long documents or large codebases (1000K token context)
  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving

Choose Qwen3 Max when you need:

  • High-volume production workloads where API costs must be minimized
Cost-Performance Analysis
Claude Sonnet 4
Input cost$3.00/M tokens
Output cost$15.00/M tokens
Cost per quality point$0.242
Est. monthly (1M tokens/day)$270.00
Qwen3 MaxBest Value
Input cost$0.78/M tokens
Output cost$3.90/M tokens
Cost per quality point$0.069
Est. monthly (1M tokens/day)$70.20

Qwen3 Max offers 74% better value per quality point. At 1M tokens/day, you'd spend $70.20/month with Qwen3 Max vs $270.00/month with Claude Sonnet 4 - a $199.80 monthly difference.

Latency & Speed
Claude Sonnet 4Faster
Speed score0/100
Qwen3 Max
Speed score0/100

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.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

Claude Sonnet 4

Customer support chatbot

Suitable for user-facing chat with competitive response times. Qwen3 Max also offers lower per-token costs for high-volume support

Claude Sonnet 4

Long document analysis

Larger context window (1000K tokens) can process longer documents, contracts, and research papers in a single pass

Claude Sonnet 4

Batch data extraction

Lower output pricing ($3.90/M) reduces costs when processing thousands of records daily

Qwen3 Max

Creative writing & content

Higher overall composite score (74/100) correlates with better nuance, coherence, and style in long-form content

Claude Sonnet 4

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

Claude Sonnet 4
Which Should You Choose?
Our recommendation:
Claude Sonnet 4

Claude Sonnet 4 has a moderate advantage with a 7-point lead in composite score. It wins on more signal dimensions, but Qwen3 Max has specific strengths that could make it the better choice for certain workflows.

Claude Sonnet 4
Recommended

by Anthropic

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale

by Alibaba

  • Choose for Cost - 74% lower pricing; better value at scale
Capability Comparison
CapabilityClaude Sonnet 4Qwen3 Max
Vision (Image Input)differs
Function Calling
Streaming
JSON Modediffers
Reasoningdiffers
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Claude Sonnet 4

Anthropic

$23.40
estimated monthly cost

Qwen3 Max

Alibaba

Best Value
$6.08
estimated monthly cost

Qwen3 Max saves you $17.32/month

That's 74% cheaper than Claude Sonnet 4 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.

Parameters & Context
ParameterClaude Sonnet 4Qwen3 Max
Context Window1M262K
Max Output Tokens64,00032,768
Open SourceNoNo
CreatedMay 22, 2025Sep 23, 2025
Last updated: 59m ago

相关对比

Claude Sonnet 4 vs Qwen3 Max (2026) | LM Market Cap