Compare · ModelsLive · 2 picked · head to head
GPT-5.4 vs Qwen3.7 Max
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
GPT-5.4 wins on 7/9 benchmarks
GPT-5.4 wins 7 of 9 shared benchmarks. Leads in speed · knowledge · math.
Category leads
speed·GPT-5.4knowledge·GPT-5.4math·GPT-5.4
Hype vs Reality
Attention vs performance
GPT-5.4
#61 by perf·no signal
Qwen3.7 Max
#28 by perf·no signal
Best value
Qwen3.7 Max
4.0x better value than GPT-5.4
GPT-5.4
6.7 pts/$
$8.75/M
Qwen3.7 Max
27.2 pts/$
$2.50/M
Vendor risk
Who is behind the model
OpenAI
$840.0B·Tier 1
Alibaba (Qwen)
$293.0B·Tier 1
Head to head
9 benchmarks · 2 models
GPT-5.4Qwen3.7 Max
Artificial Analysis · Agentic Index
GPT-5.4 leads by +38.8
Artificial Analysis Agentic Index · a composite score measuring how well a model performs in agentic workflows · multi-step tool use, planning, error recovery, and autonomous task completion. Aggregates results from multiple agentic benchmarks including SWE-bench, tool-use tests, and planning evaluations. The canonical single-number metric for "how good is this model as an agent?"
GPT-5.4
69.4
Qwen3.7 Max
30.6
Artificial Analysis · Coding Index
Qwen3.7 Max leads by +8.7
Artificial Analysis Coding Index · a composite score that aggregates performance across multiple coding benchmarks into a single index. Tracks code generation quality, debugging ability, multi-language competence, and real-world software engineering tasks. Used by Artificial Analysis to rank model coding capability in a normalized, comparable format. Useful for developers choosing between models for coding-heavy workloads.
GPT-5.4
57.3
Qwen3.7 Max
66.0
Artificial Analysis · Quality Index
GPT-5.4 leads by +11.2
GPT-5.4
57.2
Qwen3.7 Max
46.0
Chess Puzzles
GPT-5.4 leads by +22.0
Chess Puzzles · tests strategic and tactical reasoning by having models solve chess puzzle positions, evaluating lookahead and pattern recognition abilities.
GPT-5.4
44.0
Qwen3.7 Max
22.0
FrontierMath-Tier-4-v2-Private
GPT-5.4 leads by +14.9
GPT-5.4
49.0
Qwen3.7 Max
34.1
FrontierMath-Tiers-1-3-v2-Private
GPT-5.4 leads by +14.0
GPT-5.4
78.6
Qwen3.7 Max
64.6
GPQA diamond
GPT-5.4 leads by +2.3
Graduate-Level Google-Proof QA (Diamond set) · expert-crafted questions in physics, biology, and chemistry that are difficult even for domain PhDs.
GPT-5.4
91.1
Qwen3.7 Max
88.8
OTIS Mock AIME 2024-2025
GPT-5.4 leads by +0.3
OTIS Mock AIME 2024-2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills.
GPT-5.4
95.3
Qwen3.7 Max
95.0
SimpleQA Verified
Qwen3.7 Max leads by +13.7
SimpleQA Verified · short factual questions with verified answers, measuring factual accuracy and the tendency to hallucinate or provide incorrect information.
GPT-5.4
44.8
Qwen3.7 Max
58.5
Full benchmark table
| Benchmark | GPT-5.4 | Qwen3.7 Max |
|---|---|---|
Artificial Analysis · Agentic Index Artificial Analysis Agentic Index · a composite score measuring how well a model performs in agentic workflows · multi-step tool use, planning, error recovery, and autonomous task completion. Aggregates results from multiple agentic benchmarks including SWE-bench, tool-use tests, and planning evaluations. The canonical single-number metric for "how good is this model as an agent?" | 69.4 | 30.6 |
Artificial Analysis · Coding Index Artificial Analysis Coding Index · a composite score that aggregates performance across multiple coding benchmarks into a single index. Tracks code generation quality, debugging ability, multi-language competence, and real-world software engineering tasks. Used by Artificial Analysis to rank model coding capability in a normalized, comparable format. Useful for developers choosing between models for coding-heavy workloads. | 57.3 | 66.0 |
Artificial Analysis · Quality Index | 57.2 | 46.0 |
Chess Puzzles Chess Puzzles · tests strategic and tactical reasoning by having models solve chess puzzle positions, evaluating lookahead and pattern recognition abilities. | 44.0 | 22.0 |
FrontierMath-Tier-4-v2-Private | 49.0 | 34.1 |
FrontierMath-Tiers-1-3-v2-Private | 78.6 | 64.6 |
GPQA diamond Graduate-Level Google-Proof QA (Diamond set) · expert-crafted questions in physics, biology, and chemistry that are difficult even for domain PhDs. | 91.1 | 88.8 |
OTIS Mock AIME 2024-2025 OTIS Mock AIME 2024-2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills. | 95.3 | 95.0 |
SimpleQA Verified SimpleQA Verified · short factual questions with verified answers, measuring factual accuracy and the tendency to hallucinate or provide incorrect information. | 44.8 | 58.5 |
Pricing · per 1M tokens · projected $/mo at 10M tokens
| Model | Input | Output | Context | Projected $/mo |
|---|---|---|---|---|
| $2.50 | $15.00 | 1.1M tokens (~525 books) | $56.25 | |
| $1.25 | $3.75 | 1.0M tokens (~500 books) | $18.75 |