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GPT-5.4 Pro vs Qwen3.5-35B-A3B

GPT-5.4 Pro

OpenAI

92#18
vs
Qwen3.5-35B-A3B

Alibaba

76#117
Signal-by-Signal Comparison
SignalGPT-5.4 ProDeltaQwen3.5-35B-A3B
Capabilities
100
+17
83
Benchmarks
90
+15
76
Pricing
5
-94
99
Context window size
96
+10
86
Recency
100
--
100
Output Capacity
85
-5
90
Overall Result
3 wins
of 6
2 wins
GPT-5.4 Pro wins 3 of 6 signals

Score History

Score History (25 data points)
GPT-5.4 ProQwen3.5-35B-A3B
GPT-5.4 Pro

91.9

current score

Leader

GPT-5.4 Pro

right now

Qwen3.5-35B-A3B

76

current score

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

GPT-5.4 Pro

OpenAI

Per request$0.120000
Daily$400.00
Monthly$12000.00
Annual$144000.00

Qwen3.5-35B-A3B

Alibaba

Best Value
Per request$0.000640
Daily$2.13
Monthly$64.00
Annual$768.00

Qwen3.5-35B-A3B saves you $11936.00/month

That's $143232.00/year compared to GPT-5.4 Pro at your current usage level of 100K calls/month.

99% cheaper
Choose Qwen3.5-35B-A3B for cost optimization

GPT-5.4 Pro pricing:
Input:$30.00/M tokens
Output:$180.00/M tokens
Qwen3.5-35B-A3B pricing:
Input:$0.14/M tokens
Output:$1.00/M tokens
Winner
GPT-5.4 Pro

OpenAI

92

Composite Score

Qwen3.5-35B-A3B

Alibaba

76

Composite Score

Signal-by-Signal Comparison
MetricGPT-5.4 ProQwen3.5-35B-A3BWinner
Overall Score
92
76
GPT-5.4 Pro
Rank#18#117
GPT-5.4 Pro
Quality Rank#18#117
GPT-5.4 Pro
Adoption Rank#18#117
GPT-5.4 Pro
Parameters--35B--
Context Window1050K262K
GPT-5.4 Pro
Pricing$30.00/$180.00/M$0.14/$1.00/M--
Signal Scores
Capabilities
100
83
GPT-5.4 Pro
Benchmarks
90
76
GPT-5.4 Pro
Pricing
5
99
Qwen3.5-35B-A3B
Context window size
96
86
GPT-5.4 Pro
Recency
100
100
GPT-5.4 Pro
Output Capacity
85
90
Qwen3.5-35B-A3B
Benchmark Head-to-Head(11 benchmarks)
GPT-5.4 Pro: 2Qwen3.5-35B-A3B: 0
GPT-5.4 Pro
Qwen3.5-35B-A3B
Normalized 0-100%
MMLU
94%-
MMLU-Pro
87%85.3%
GPQA Diamond
88.5%-
MATH-500
95.5%-
HumanEval
97.5%-
SWE-bench Verified
80%-
IFEval
93.5%-
BBH
92%-
Arena Elo
14851395
LiveBench
79%-
HLE
39%-
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.

GPT-5.4 ProElite Tier

Scores 92/100 (rank #18), placing it in the top 94% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Qwen3.5-35B-A3BStrong Performer

Scores 76/100 (rank #117), placing it in the top 60% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

GPT-5.4 Pro has a 16-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose GPT-5.4 Pro when you need:

  • Processing long documents or large codebases (1050K token context)
  • Step-by-step reasoning and chain-of-thought problem solving

Choose Qwen3.5-35B-A3B when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
GPT-5.4 Pro
Input cost$30.00/M tokens
Output cost$180.00/M tokens
Cost per quality point$2.285
Est. monthly (1M tokens/day)$3150.00
Qwen3.5-35B-A3BBest Value
Input cost$0.14/M tokens
Output cost$1.00/M tokens
Cost per quality point$0.015
Est. monthly (1M tokens/day)$17.10

Qwen3.5-35B-A3B offers 99% better value per quality point. At 1M tokens/day, you'd spend $17.10/month with Qwen3.5-35B-A3B vs $3150.00/month with GPT-5.4 Pro - a $3132.90 monthly difference.

Latency & Speed
GPT-5.4 ProFaster
Speed score0/100
Qwen3.5-35B-A3B
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

GPT-5.4 Pro

Customer support chatbot

Suitable for user-facing chat with competitive response times. Qwen3.5-35B-A3B also offers lower per-token costs for high-volume support

GPT-5.4 Pro

Long document analysis

Larger context window (1050K tokens) can process longer documents, contracts, and research papers in a single pass

GPT-5.4 Pro

Batch data extraction

Lower output pricing ($1.00/M) reduces costs when processing thousands of records daily

Qwen3.5-35B-A3B

Creative writing & content

Higher overall composite score (92/100) correlates with better nuance, coherence, and style in long-form content

GPT-5.4 Pro

Image understanding & OCR

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

GPT-5.4 Pro
Which Should You Choose?
Our recommendation:
GPT-5.4 Pro

GPT-5.4 Pro clearly outperforms Qwen3.5-35B-A3B with a significant 15.900000000000006-point lead. For most general use cases, GPT-5.4 Pro is the stronger choice. However, Qwen3.5-35B-A3B may still excel in niche scenarios.

GPT-5.4 Pro
Recommended

by OpenAI

  • 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 - 99% lower pricing; better value at scale
Capability Comparison
CapabilityGPT-5.4 ProQwen3.5-35B-A3B
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

GPT-5.4 Pro

OpenAI

$270.00
estimated monthly cost

Qwen3.5-35B-A3B

Alibaba

Best Value
$1.45
estimated monthly cost

Qwen3.5-35B-A3B saves you $268.55/month

That's 99% cheaper than GPT-5.4 Pro 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
ParameterGPT-5.4 ProQwen3.5-35B-A3B
Context Window1.1M262K
Max Output Tokens128,000262,144
Open SourceNoYes
CreatedMar 5, 2026Feb 25, 2026
Last updated: 9m ago

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