Data points: 99
The readout for GPT-5.3 Codex and Qwen3.5-122B-A10B, before the detailed comparison sheet.
Decision read
GPT-5.3 Codex
GPT-5.3 Codex currently has the stronger profile, with verified wins split 4 to 0.
Evidence depth
99 data points
Includes 32 benchmark rows, 0 audit samples, and 1 provider examples.
Selection signal
Start with GPT-5.3 Codex
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-5.3 Codex vs Qwen3.5-122B-A10Bgpt-5-3-codex-vs-qwen3-5-122b-a10b | Model A GPT-5.3 Codex | 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-5.3 Codex
67.6
Avg. score
Qwen3.5-122B-A10B
65.3
Selected category
Coding
GPT-5.3 Codex leads by 14.9
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
GPT-5.3 Codex
winner82.0
Rank #8/96 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
60.0
Rank #40/96 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
89.9 tok/s
Rank #55/113 · confidence 4
Qwen3.5-122B-A10B
winner163.6 tok/s
Rank #22/113 · confidence 4
GPT-5.3 Codex
87.44 s
Rank #110/113 · confidence 4
Qwen3.5-122B-A10B
winner1.21 s
Rank #36/113 · confidence 4
GPT-5.3 Codex
87.44 s
Rank #112/113 · confidence 4
Qwen3.5-122B-A10B
winner1.21 s
Rank #54/113 · confidence 4
GPT-5.3 Codex
$1.75/M
Rank #104/138 · confidence 4
Qwen3.5-122B-A10B
winner$0.400/M
Rank #49/138 · confidence 4
GPT-5.3 Codex
$4.81/M
Rank #113/138 · confidence 4
Qwen3.5-122B-A10B
winner$1.10/M
Rank #69/138 · confidence 4
GPT-5.3 Codex
$14.00/M
Rank #113/138 · confidence 4
Qwen3.5-122B-A10B
winner$3.20/M
Rank #77/138 · confidence 4
GPT-5.3 Codex
winner87.7
Rank #3/65 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
39.6
Rank #47/65 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner74.0
Rank #4/67 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
66.7
Rank #24/67 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner16.9
Rank #6/54 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
0.6
Rank #47/54 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner91.5%
Rank #6/152 · confidence 4
Qwen3.5-122B-A10B
82.7%
Rank #44/152 · confidence 4
GPT-5.3 Codex
winner39.9%
Rank #8/150 · confidence 4
Qwen3.5-122B-A10B
14.8%
Rank #55/150 · confidence 4
GPT-5.3 Codex
winner85.0
Rank #4/36 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
72.0
Rank #29/36 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner53.0
Rank #5/69 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
31.1
Rank #43/69 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner83.6
Rank #7/83 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
67.0
Rank #39/83 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner53.2%
Rank #7/149 · confidence 4
Qwen3.5-122B-A10B
35.6%
Rank #85/149 · confidence 4
GPT-5.3 Codex
winner53.2
Rank #8/74 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
42.0
Rank #33/74 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner51.8
Rank #3/68 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
24.7
Rank #44/68 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner91.5
Rank #4/74 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
85.7
Rank #29/74 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner89.3
Rank #4/79 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
72.2
Rank #20/79 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner39.9
Rank #5/74 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
23.4
Rank #30/74 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner44.3
Rank #6/77 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
32.3
Rank #40/77 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner86.9
Rank #18/68 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
85.5
Rank #20/68 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner95.2
Rank #5/59 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
70.6
Rank #19/59 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner91.3
Rank #2/70 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
62.6
Rank #35/70 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner78.5
Rank #6/41 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
75.0
Rank #15/41 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner87.8
Rank #7/66 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
80.2
Rank #14/66 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
75.4
Rank #15/70 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
winner75.7
Rank #12/70 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner77.3
Rank #4/33 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
49.4
Rank #28/33 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner64.7
Rank #10/16 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
58.0
Rank #12/16 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
winner78.4
Rank #14/81 · confidence 1 · eval date 2026-02-05
Qwen3.5-122B-A10B
50.9
Rank #42/81 · confidence 3 · eval date 2026-03-04
GPT-5.3 Codex
86.0
Rank #30/68 · confidence 1 · eval date 2026-02-05
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-5.3 Codex | 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-5.3 Codex | Qwen3.5-122B-A10B |
|---|---|---|
0 tests | GPT-5.3 Codex gpt-5.3-codex-openai-compact speed / latency N/A / N/A input / output $75.00/M / $600.00/M |
This report only uses LMSpeed data for GPT-5.3 Codex and Qwen3.5-122B-A10B: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | GPT-5.3 Codex | Qwen3.5-122B-A10B |
|---|---|---|
| When to choose each model | GPT-5.3 Codex GPT-5.3 Codex 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-5.3 Codex leads across 99 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from GPT-5.3 Codex vs Qwen3.5-122B-A10B into nearby model comparisons with enough verified LMSpeed data.
| No data |
| Model metadata | GPT-5.3 Codex exposes 400K 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 | 400K tokens | 262.1K tokens |
| Max output | 128K tokens | 262.1K tokens |
| Released | Feb 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-5.3-codex | 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.
