Data points: 54
The readout for GPT-4o Transcribe and GPT-5.2, before the detailed comparison sheet.
Decision read
GPT-5.2
GPT-5.2 currently has the stronger profile, with verified wins split 0 to 4.
Evidence depth
54 data points
Includes 0 benchmark rows, 0 audit samples, and 9 provider examples.
Selection signal
Start with GPT-5.2
The charts below split 9 high-signal samples across speed, scores, and audit health.
Model compare GPT-4o Transcribe vs GPT-5.2gpt-4o-transcribe-vs-gpt-5-2 | Model A GPT-4o Transcribe | Model B GPT-5.2 |
|---|---|---|
| Overall leader | Contender | Leading |
| Verified metric wins | 0 wins | 4 wins |
| Where it leads | No data | Cheapest input price, Free providers, Provider coverage, Recent tests |
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
| Metric | GPT-4o Transcribe | GPT-5.2 |
|---|---|---|
| No shared benchmark metrics are available yet. | ||
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | GPT-4o Transcribe | GPT-5.2 |
|---|---|---|
| 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-4o Transcribe | GPT-5.2 |
|---|---|---|
15 tests | GPT-4o Transcribe speed / latency N/A / N/A input / output No data |
This report only uses LMSpeed data for GPT-4o Transcribe and GPT-5.2: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | GPT-4o Transcribe | GPT-5.2 |
|---|---|---|
| When to choose each model | GPT-4o Transcribe GPT-4o Transcribe does not clearly lead on the verified metrics here, so check provider-specific pricing before choosing. | GPT-5.2 GPT-5.2 is stronger when you prioritize Cheapest input price, Free providers, Provider coverage, Recent tests. |
TL;DR: GPT-5.2 leads across 54 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from GPT-4o Transcribe vs GPT-5.2 into nearby model comparisons with enough verified LMSpeed data.
| Model metadata | No OpenRouter metadata is available yet for this model. | GPT-5.2 exposes 128K tokens; notable signals: Text input, Image input, File input, Text output. |
|---|---|---|
| Developer | OpenAI | OpenAI |
| Context window | No data | 128K tokens |
| Max output | No data | 16.4K tokens |
| Released | No data | Dec 2025 |
| Modalities | No data | Input FileImageText Output Text |
| Features | None listed | Text inputImage inputFile inputText outputTool callingStructured outputsJSON mode |
| Parameters | No data | No data |
| Tokenizer | No data | GPT |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | No data | openai/gpt-5.2-chat |
| References | No data | No data |
GPT-5.2
speed / latency
56 tok/s / 1798ms
input / output
No data
WSocket AI5 tests | GPT-4o Transcribe speed / latency N/A / N/A input / output No data | GPT-5.2 speed / latency 54 tok/s / 1449ms input / output No data |
|---|
Yun API5 tests | GPT-4o Transcribe speed / latency N/A / N/A input / output No data | GPT-5.2 speed / latency 32 tok/s / 1965ms input / output No data |
|---|
42公益站0 tests | GPT-4o Transcribe speed / latency N/A / N/A input / output No data | GPT-5.2 speed / latency N/A / N/A input / output No data |
|---|
AASS API0 tests | GPT-4o Transcribe speed / latency N/A / N/A input / output No data | GPT-5.2 speed / latency N/A / N/A input / output No data |
|---|
GPT-4o Transcribe gpt-4o-transcribe-2025-03-20 speed / latency No data input / output $0.103/M / $0.411/M | GPT-5.2 gpt-5.2-xhigh speed / latency No data input / output $0.072/M / $0.575/M |
GPT-4o Transcribe gpt-4o-transcribe speed / latency No data input / output $1.23/M / $4.93/M | GPT-5.2 gpt-5.2-chat-latest speed / latency No data input / output $0.216/M / $1.73/M |
GPT-4o Transcribe gpt-4o-transcribe speed / latency No data input / output $0.342/M / $1.37/M | GPT-5.2 gpt-5.2-chat-latest speed / latency No data input / output $0.240/M / $1.92/M |
GPT-4o Transcribe gpt-4o-transcribe speed / latency No data input / output $0.342/M / $1.37/M | GPT-5.2 gpt-5.2-chat-latest speed / latency No data input / output $0.240/M / $1.92/M |
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
