Data points: 115
The readout for GPT-5.4 and Qwen3.6 Max Preview, before the detailed comparison sheet.
Decision read
GPT-5.4
GPT-5.4 currently has the stronger profile, with verified wins split 4 to 0.
Evidence depth
115 data points
Includes 27 benchmark rows, 0 audit samples, and 6 provider examples.
Selection signal
Start with GPT-5.4
The charts below split 33 high-signal samples across speed, scores, and audit health.
Switch either side of this report to compare another model with the same LMSpeed data pipeline.
Select a different model to open a new comparison URL.
Model compare GPT-5.4 vs Qwen3.6 Max Previewgpt-5-4-vs-qwen3-6-max-preview | Model A GPT-5.4 | Model B Qwen3.6 Max Preview |
|---|---|---|
| Overall leader | Leading | Contender |
| Verified metric wins | 4 wins | 0 wins |
| Where it leads | Cheapest input price, Free providers, Provider coverage, Recent tests |
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
Compare benchmark category scores on a 0-100 scale. Select a category to inspect the gap.
Avg. score
GPT-5.4
63.6
Avg. score
Qwen3.6 Max Preview
60.1
Selected category
Agents
Qwen3.6 Max Preview leads by 16.3
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
GPT-5.4
winner86.0
Rank #3/96 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
70.0
Rank #24/96 · confidence 2 · eval date 2026-04-20
GPT-5.4
winner0.69 s
Rank #19/113 · confidence 4
Qwen3.6 Max Preview
50.93 s
Rank #101/113 · confidence 4
GPT-5.4
winner0.69 s
Rank #24/113 · confidence 4
Qwen3.6 Max Preview
2.29 s
Rank #85/113 · confidence 4
GPT-5.4
winner106.7 tok/s
Rank #47/113 · confidence 4
Qwen3.6 Max Preview
41.1 tok/s
Rank #98/113 · confidence 4
GPT-5.4
$5.63/M
Rank #116/138 · confidence 4
Qwen3.6 Max Preview
winner$2.92/M
Rank #97/138 · confidence 4
GPT-5.4
$15.00/M
Rank #116/138 · confidence 4
Qwen3.6 Max Preview
winner$7.80/M
Rank #97/138 · confidence 4
GPT-5.4
$2.50/M
Rank #114/138 · confidence 4
Qwen3.6 Max Preview
winner$1.30/M
Rank #100/138 · confidence 4
GPT-5.4
winner23.4
Rank #2/54 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
3.7
Rank #24/54 · confidence 2 · eval date 2026-04-20
GPT-5.4
winner74.0
Rank #4/67 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
69.7
Rank #12/67 · confidence 2 · eval date 2026-04-20
GPT-5.4
74.8%
Rank #75/152 · confidence 4
Qwen3.6 Max Preview
winner88.8%
Rank #14/152 · confidence 4
GPT-5.4
10.6%
Rank #68/150 · confidence 4
Qwen3.6 Max Preview
winner28.9%
Rank #17/150 · confidence 4
GPT-5.4
winner56.6
Rank #2/74 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
46.9
Rank #19/74 · confidence 2 · eval date 2026-04-20
GPT-5.4
winner57.6
Rank #2/69 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
43.9
Rank #14/69 · confidence 2 · eval date 2026-04-20
GPT-5.4
winner86.4
Rank #5/83 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
69.8
Rank #32/83 · confidence 2 · eval date 2026-04-20
GPT-5.4
winner57.7
Rank #8/25 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
57.3
Rank #9/25 · confidence 2 · eval date 2026-04-20
GPT-5.4
winner47.1%
Rank #13/149 · confidence 4
Qwen3.6 Max Preview
46.9%
Rank #16/149 · confidence 4
GPT-5.4
winner96.9
Rank #1/79 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
63.4
Rank #36/79 · confidence 2 · eval date 2026-04-20
GPT-5.4
winner92.0
Rank #2/74 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
88.8
Rank #13/74 · confidence 2 · eval date 2026-04-20
GPT-5.4
winner41.6
Rank #3/74 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
28.9
Rank #16/74 · confidence 2 · eval date 2026-04-20
GPT-5.4
winner51.4
Rank #3/77 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
40.0
Rank #16/77 · confidence 2 · eval date 2026-04-20
GPT-5.4
winner50.0
Rank #4/68 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
37.7
Rank #20/68 · confidence 2 · eval date 2026-04-20
GPT-5.4
5.7
Rank #9/18 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
winner10.2
Rank #6/18 · confidence 2 · eval date 2026-04-20
GPT-5.4
winner88.6
Rank #15/68 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
44.2
Rank #56/68 · confidence 2 · eval date 2026-04-20
GPT-5.4
73.9
Rank #18/70 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
winner76.6
Rank #7/70 · confidence 2 · eval date 2026-04-20
GPT-5.4
winner88.3
Rank #3/81 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
68.9
Rank #24/81 · confidence 2 · eval date 2026-04-20
GPT-5.4
winner75.1
Rank #5/33 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
65.4
Rank #12/33 · confidence 2 · eval date 2026-04-20
GPT-5.4
87.1
Rank #27/68 · confidence 4 · eval date 2026-03-05
Qwen3.6 Max Preview
winner95.9
Rank #8/68 · confidence 2 · eval date 2026-04-20
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | GPT-5.4 | Qwen3.6 Max Preview |
|---|---|---|
| No completed audits are available from shared providers yet. | ||
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | GPT-5.4 | Qwen3.6 Max Preview |
|---|---|---|
10 tests | GPT-5.4 speed / latency 51 tok/s / 1443ms input / output No data |
This report only uses LMSpeed data for GPT-5.4 and Qwen3.6 Max Preview: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | GPT-5.4 | Qwen3.6 Max Preview |
|---|---|---|
| When to choose each model | GPT-5.4 GPT-5.4 is stronger when you prioritize Cheapest input price, Free providers, Provider coverage, Recent tests. | Qwen3.6 Max Preview Qwen3.6 Max Preview does not clearly lead on the verified metrics here, so check provider-specific pricing before choosing. |
TL;DR: GPT-5.4 leads across 115 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from GPT-5.4 vs Qwen3.6 Max Preview into nearby model comparisons with enough verified LMSpeed data.
| No data |
| Model metadata | GPT-5.4 exposes 1.1M tokens; notable signals: Text input, Image input, File input, Text output. | Qwen3.6 Max Preview exposes 262.1K tokens; notable signals: Text input, Text output, Tool calling, Structured outputs. |
|---|---|---|
| Developer | OpenAI | Qwen |
| Context window | 1.1M tokens | 262.1K tokens |
| Max output | 128K tokens | 65.5K tokens |
| Released | Mar 2026 | No data |
| Modalities | Input TextImageFile Output Text | Input Text Output Text |
| Features | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning | Text inputText outputTool callingStructured outputsJSON modeReasoning |
| Parameters | No data | No data |
| Tokenizer | GPT | Qwen |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | openai/gpt-5.4 | qwen/qwen3.6-max-preview |
| References | No data | No data |
Qwen3.6 Max Preview
speed / latency
N/A / N/A
input / output
No data
星辰·AI5 tests | GPT-5.4 speed / latency 69 tok/s / 7534ms input / output No data | Qwen3.6 Max Preview speed / latency N/A / N/A input / output No data |
|---|
42公益站0 tests | GPT-5.4 speed / latency N/A / N/A input / output No data | Qwen3.6 Max Preview speed / latency N/A / N/A input / output No data |
|---|
9527 API0 tests | GPT-5.4 speed / latency N/A / N/A input / output No data | Qwen3.6 Max Preview speed / latency N/A / N/A input / output No data |
|---|
AAAI0 tests | GPT-5.4 speed / latency N/A / N/A input / output No data | Qwen3.6 Max Preview speed / latency N/A / N/A input / output No data |
|---|
GPT-5.4 gpt-5.4-xhigh speed / latency No data input / output $0.342/M / $2.05/M | Qwen3.6 Max Preview qwen3.6-max-preview speed / latency No data input / output $2.05/M / $12.33/M |
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
