| Signal | Gemini 3 Pro Preview | Delta | GPT-5.4 Pro |
|---|---|---|---|
Capabilities | 83 | -17 | |
Benchmarks | 89 | -2 | |
Pricing | 12 | -88 | |
Context window size | 96 | 0 | |
Recency | 100 | -- | |
Output Capacity | 80 | -5 | |
| Overall Result | 0 wins | of 6 | 5 wins |
1
days ranked higher
3
days
26
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OpenAI
Gemini 3 Pro Preview saves you $11200.00/month
That's $134400.00/year compared to GPT-5.4 Pro at your current usage level of 100K calls/month.
| Metric | Gemini 3 Pro Preview | GPT-5.4 Pro | Winner |
|---|---|---|---|
| Overall Score | 90 | 94 | GPT-5.4 Pro |
| Rank | #10 | #1 | GPT-5.4 Pro |
| Quality Rank | #10 | #1 | GPT-5.4 Pro |
| Adoption Rank | #10 | #1 | GPT-5.4 Pro |
| Parameters | -- | -- | -- |
| Context Window | 1049K | 1050K | GPT-5.4 Pro |
| Pricing | $2.00/$12.00/M | $30.00/$180.00/M | -- |
| Signal Scores | |||
| Capabilities | 83 | 100 | GPT-5.4 Pro |
| Benchmarks | 89 | 90 | GPT-5.4 Pro |
| Pricing | 12 | 100 | GPT-5.4 Pro |
| Context window size | 96 | 96 | GPT-5.4 Pro |
| Recency | 100 | 100 | Gemini 3 Pro Preview |
| Output Capacity | 80 | 85 | GPT-5.4 Pro |
Our composite score (0–100) combines six weighted signals: benchmark performance (25%), pricing efficiency (25%), context window size (15%), model recency (15%), output capacity (10%), and capability versatility (10%). Here's what the scores mean for these two models:
Scores 90/100 (rank #10), placing it in the top 97% of all 290 models tracked.
Scores 94/100 (rank #1), placing it in the top 100% of all 290 models tracked.
With only a 4-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.
Gemini 3 Pro Preview offers 93% better value per quality point. At 1M tokens/day, you'd spend $210.00/month with Gemini 3 Pro Preview vs $3150.00/month with GPT-5.4 Pro - a $2940.00 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Higher benchmark score (0/100) indicates stronger performance on coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Faster response time (speed score 0/100) is critical for user-facing chat. Gemini 3 Pro Preview also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1050K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($12.00/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (94/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
GPT-5.4 Pro has a moderate advantage with a 3.700000000000003-point lead in composite score. It wins on more signal dimensions, but Gemini 3 Pro Preview has specific strengths that could make it the better choice for certain workflows.
Best for Quality
Gemini 3 Pro Preview
Marginally better benchmark scores; both are excellent
Best for Cost
Gemini 3 Pro Preview
93% lower pricing; better value at scale
Best for Reliability
Gemini 3 Pro Preview
Higher uptime and faster response speeds
Best for Prototyping
Gemini 3 Pro Preview
Stronger community support and better developer experience
Best for Production
Gemini 3 Pro Preview
Wider enterprise adoption and proven at scale
by Google
| Capability | Gemini 3 Pro Preview | GPT-5.4 Pro |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Searchdiffers | ||
| Image Output |
OpenAI
Gemini 3 Pro Preview saves you $252.00/month
That's 93% cheaper than GPT-5.4 Pro at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Gemini 3 Pro Preview | GPT-5.4 Pro |
|---|---|---|
| Context Window | 1.0M | 1.1M |
| Max Output Tokens | 65,536 | 128,000 |
| Open Source | No | No |
| Created | Nov 18, 2025 | Mar 5, 2026 |
GPT-5.4 Pro scores 94/100 (rank #1) compared to Gemini 3 Pro Preview's 90/100 (rank #10), giving it a 4-point advantage. GPT-5.4 Pro is the stronger overall choice, though Gemini 3 Pro Preview may excel in specific areas like cost efficiency.
Gemini 3 Pro Preview is ranked #10 and GPT-5.4 Pro is ranked #1 out of 290+ AI models. Rankings use a composite score combining benchmark performance (25%), pricing (25%), context window (15%), recency (15%), output capacity (10%), and versatility (10%). Scores update hourly.
Gemini 3 Pro Preview is cheaper at $12.00/M output tokens vs GPT-5.4 Pro's $180.00/M output tokens - 15.0x more expensive. Input token pricing: Gemini 3 Pro Preview at $2.00/M vs GPT-5.4 Pro at $30.00/M.
GPT-5.4 Pro has a larger context window of 1,050,000 tokens compared to Gemini 3 Pro Preview's 1,048,576 tokens. A larger context window means the model can process longer documents and conversations.