Data points: 62
The readout for Gemini 2.0 Flash Lite and GPT-5.4, before the detailed comparison sheet.
Decision read
GPT-5.4
GPT-5.4 currently has the stronger profile, with verified wins split 2 to 4.
Evidence depth
62 data points
Includes 3 benchmark rows, 0 audit samples, and 9 provider examples.
Selection signal
Start with GPT-5.4
The charts below split 12 high-signal samples across speed, scores, and audit health.
Model compare Gemini 2.0 Flash Lite vs GPT-5.4gemini-2-0-flash-lite-vs-gpt-5-4 | Model A Gemini 2.0 Flash Lite | Model B GPT-5.4 |
|---|---|---|
| Overall leader | Contender | Leading |
| Verified metric wins | 2 wins | 4 wins |
| Where it leads | Average speed, First-token latency | Cheapest input price, Free providers, Provider coverage, Recent tests |
| Model metadata | No OpenRouter metadata is available yet for this model. | GPT-5.4 exposes 1.1M tokens; notable signals: Text input, Image input, File input, Text output. |
| Developer | OpenAI | |
| Context window | No data | 1.1M tokens |
| Max output | No data | 128K tokens |
| Released | No data | Mar 2026 |
| Modalities | No data | Input TextImageFile Output Text |
| Features | None listed | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning |
| Parameters | No data | No data |
| Tokenizer | No data | GPT |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | No data | openai/gpt-5.4 |
| References | No data | No data |
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
| Metric | Gemini 2.0 Flash Lite | GPT-5.4 |
|---|---|---|
| GPQA | 54.2%#115 | 92.0%#3 |
| SciCode | 24.7%#102 | 56.6%#3 |
| HLE | 4.4%#92 | 41.6%#4 |
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Gemini 2.0 Flash Lite | GPT-5.4 |
|---|---|---|
| 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 | Gemini 2.0 Flash Lite | GPT-5.4 |
|---|---|---|
丸美小沐15 tests | Gemini 2.0 Flash Lite speed / latency 188 tok/s / 1056ms input / output No data | GPT-5.4 speed / latency N/A / N/A input / output No data |
向量引擎10 tests | Gemini 2.0 Flash Lite speed / latency 135 tok/s / 640ms input / output No data | GPT-5.4 speed / latency N/A / N/A input / output No data |
哈基米API10 tests | Gemini 2.0 Flash Lite speed / latency 175 tok/s / 3024ms input / output No data | GPT-5.4 speed / latency N/A / N/A input / output No data |
TradingBase API5 tests | Gemini 2.0 Flash Lite speed / latency N/A / N/A input / output No data | GPT-5.4 speed / latency 71 tok/s / 1629ms input / output No data |
丸美小沐写作5 tests | Gemini 2.0 Flash Lite speed / latency 147 tok/s / 809ms input / output No data | GPT-5.4 speed / latency N/A / N/A input / output No data |
Gemini 2.0 Flash Lite gemini-2.0-flash-lite-preview speed / latency No data input / output $0.010/M / $0.041/M | GPT-5.4 gpt-5.4-openai-compact speed / latency No data input / output $4.11/M / $24.66/M | |
Gemini 2.0 Flash Lite gemini-2.0-flash-lite speed / latency No data input / output $0.010/M / $0.041/M | GPT-5.4 gpt-5.4-2026-03-05 speed / latency No data input / output $0.342/M / $2.05/M | |
Gemini 2.0 Flash Lite gemini-2.0-flash-lite speed / latency No data input / output $0.010/M / $0.041/M | GPT-5.4 gpt-5.4-2026-03-05 speed / latency No data input / output $0.342/M / $2.05/M | |
Gemini 2.0 Flash Lite gemini-2.0-flash-lite speed / latency No data input / output $0.014/M / $0.055/M | GPT-5.4 gpt-5.4 speed / latency No data input / output $0.342/M / $2.05/M |
This report only uses LMSpeed data for Gemini 2.0 Flash Lite and GPT-5.4: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | Gemini 2.0 Flash Lite | GPT-5.4 |
|---|---|---|
| When to choose each model | Gemini 2.0 Flash Lite Gemini 2.0 Flash Lite is stronger when you prioritize Average speed, First-token latency. | GPT-5.4 GPT-5.4 is stronger when you prioritize Cheapest input price, Free providers, Provider coverage, Recent tests. |
TL;DR: GPT-5.4 leads across 62 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from Gemini 2.0 Flash Lite vs GPT-5.4 into nearby model comparisons with enough verified LMSpeed data.
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
