Data points: 109
The readout for GPT-5.4 and Qwen3.5-122B-A10B, 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
109 data points
Includes 37 benchmark rows, 0 audit samples, and 1 provider examples.
Selection signal
Start with GPT-5.4
The charts below split 38 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 Qwen3.5-122B-A10Bgpt-5-4-vs-qwen3-5-122b-a10b | Model A GPT-5.4 | Model B Qwen3.5-122B-A10B |
|---|---|---|
| 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
Qwen3.5-122B-A10B
65.3
Selected category
Coding
GPT-5.4 leads by 21.0
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
Qwen3.5-122B-A10B
60.0
Rank #40/96 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner0.69 s
Rank #19/113 · confidence 4
Qwen3.5-122B-A10B
1.21 s
Rank #36/113 · confidence 4
GPT-5.4
106.7 tok/s
Rank #47/113 · confidence 4
Qwen3.5-122B-A10B
winner163.6 tok/s
Rank #22/113 · confidence 4
GPT-5.4
winner0.69 s
Rank #24/113 · confidence 4
Qwen3.5-122B-A10B
1.21 s
Rank #54/113 · confidence 4
GPT-5.4
$2.50/M
Rank #114/138 · confidence 4
Qwen3.5-122B-A10B
winner$0.400/M
Rank #49/138 · confidence 4
GPT-5.4
$5.63/M
Rank #116/138 · confidence 4
Qwen3.5-122B-A10B
winner$1.10/M
Rank #69/138 · confidence 4
GPT-5.4
$15.00/M
Rank #116/138 · confidence 4
Qwen3.5-122B-A10B
winner$3.20/M
Rank #77/138 · confidence 4
GPT-5.4
winner23.4
Rank #2/54 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
0.6
Rank #47/54 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner74.0
Rank #4/67 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
66.7
Rank #24/67 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner87.5
Rank #4/65 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
39.6
Rank #47/65 · confidence 3 · eval date 2026-03-04
GPT-5.4
74.8%
Rank #75/152 · confidence 4
Qwen3.5-122B-A10B
winner82.7%
Rank #44/152 · confidence 4
GPT-5.4
10.6%
Rank #68/150 · confidence 4
Qwen3.5-122B-A10B
winner14.8%
Rank #55/150 · confidence 4
GPT-5.4
winner56.6
Rank #2/74 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
42.0
Rank #33/74 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner57.6
Rank #2/69 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
31.1
Rank #43/69 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner71.0
Rank #3/36 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
45.7
Rank #19/36 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner86.4
Rank #5/83 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
67.0
Rank #39/83 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner47.1%
Rank #13/149 · confidence 4
Qwen3.5-122B-A10B
35.6%
Rank #85/149 · confidence 4
GPT-5.4
winner96.9
Rank #1/79 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
72.2
Rank #20/79 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner92.0
Rank #2/74 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
85.7
Rank #29/74 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner41.6
Rank #3/74 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
23.4
Rank #30/74 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner51.4
Rank #3/77 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
32.3
Rank #40/77 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner50.0
Rank #4/68 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
24.7
Rank #44/68 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner88.6
Rank #15/68 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
85.5
Rank #20/68 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner100.0
Rank #1/59 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
70.6
Rank #19/59 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner82.8
Rank #4/18 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
77.2
Rank #15/18 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner78.4
Rank #7/41 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
75.0
Rank #15/41 · confidence 3 · eval date 2026-03-04
GPT-5.4
60.0
Rank #41/70 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
winner62.6
Rank #35/70 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner92.6
Rank #1/66 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
80.2
Rank #14/66 · confidence 3 · eval date 2026-03-04
GPT-5.4
73.9
Rank #18/70 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
winner75.7
Rank #12/70 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner88.3
Rank #3/81 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
50.9
Rank #42/81 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner41.1
Rank #4/32 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
20.7
Rank #20/32 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner44.8
Rank #4/27 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
24.0
Rank #19/27 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner75.0
Rank #4/16 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
58.0
Rank #12/16 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner1395.0
Rank #5/33 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
980.0
Rank #20/33 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner75.1
Rank #5/33 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
49.4
Rank #28/33 · confidence 3 · eval date 2026-03-04
GPT-5.4
winner82.7
Rank #7/17 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
63.8
Rank #12/17 · confidence 3 · eval date 2026-03-04
GPT-5.4
87.1
Rank #27/68 · confidence 4 · eval date 2026-03-05
Qwen3.5-122B-A10B
winner93.6
Rank #21/68 · confidence 3 · eval date 2026-03-04
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | GPT-5.4 | Qwen3.5-122B-A10B |
|---|---|---|
| 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 | Qwen3.5-122B-A10B |
|---|---|---|
0 tests | GPT-5.4 gpt-5.4-openai-compact speed / latency N/A / N/A input / output $75.00/M / $450.00/M |
This report only uses LMSpeed data for GPT-5.4 and Qwen3.5-122B-A10B: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | GPT-5.4 | Qwen3.5-122B-A10B |
|---|---|---|
| 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. | Qwen3.5-122B-A10B Qwen3.5-122B-A10B does not clearly lead on the verified metrics here, so check provider-specific pricing before choosing. |
TL;DR: GPT-5.4 leads across 109 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from GPT-5.4 vs Qwen3.5-122B-A10B 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. | Qwen3.5-122B-A10B exposes 262.1K tokens; notable signals: Text input, Image input, Text output, Tool calling. |
|---|---|---|
| Developer | OpenAI | Qwen |
| Context window | 1.1M tokens | 262.1K tokens |
| Max output | 128K tokens | 262.1K tokens |
| Released | Mar 2026 | No data |
| Modalities | Input TextImageFile Output Text | Input TextImagevideo Output Text |
| Features | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning | Text inputImage inputText outputTool callingStructured outputsJSON modeReasoning |
| Parameters | No data | 122B / 10B active |
| Tokenizer | GPT | Qwen3 |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | openai/gpt-5.4 | qwen/qwen3.5-122b-a10b |
| References | No data | No data |
Qwen3.5-122B-A10B
qwen3.5-122b-a10b
speed / latency
N/A / N/A
input / output
$75.00/M / $75.00/M
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
