Time to First Token · Gemini 3.1 Pro Preview
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Time to First Token · GPT-5 (high)
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Gemini 3.1 Pro Preview vs GPT-5 (high): The Ultimate Performance & Pricing Comparison
Deep dive into reasoning, benchmarks, and latency insights.
The Final Verdict in the Gemini 3.1 Pro Preview vs GPT-5 (high) Showdown
The current catalog does not contain complete performance evidence for both models, so this page does not declare an overall winner. Use the available fields as comparison signals and validate the models on your own workload.
Model Snapshot
Key decision metrics at a glance.
Gemini 3.1 Pro PreviewGPT-5 (high)
6.0
Reasoning9.0
7.0
Coding4.0
4.0
Multimodal3.0
6.0
Long Context4.0
$4.5
Blended Price / 1M tokens$3.438
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P95 Latency—
129.625
Tokens per second—
Machine-readable comparison data
| Model | Metric | Value | Unit | Source / snapshot |
|---|---|---|---|---|
| Gemini 3.1 Pro Preview | Reasoning | 6.0 | benchmark or capability score | Artificial Analysis · current catalog |
| GPT-5 (high) | Reasoning | 9.0 | benchmark or capability score | Artificial Analysis · current catalog |
| Gemini 3.1 Pro Preview | Coding | 7.0 | benchmark or capability score | Artificial Analysis · current catalog |
| GPT-5 (high) | Coding | 4.0 | benchmark or capability score | Artificial Analysis · current catalog |
| Gemini 3.1 Pro Preview | Multimodal | 4.0 | benchmark or capability score | Artificial Analysis · current catalog |
| GPT-5 (high) | Multimodal | 3.0 | benchmark or capability score | Artificial Analysis · current catalog |
| Gemini 3.1 Pro Preview | Long Context | 6.0 | benchmark or capability score | Artificial Analysis · current catalog |
| GPT-5 (high) | Long Context | 4.0 | benchmark or capability score | Artificial Analysis · current catalog |
| Gemini 3.1 Pro Preview | Blended Price / 1M tokens | $4.5 | USD per 1M tokens | Artificial Analysis · current catalog |
| GPT-5 (high) | Blended Price / 1M tokens | $3.438 | USD per 1M tokens | Artificial Analysis · current catalog |
| Gemini 3.1 Pro Preview | P95 Latency | — | milliseconds | Artificial Analysis · current catalog |
| GPT-5 (high) | P95 Latency | — | milliseconds | Artificial Analysis · current catalog |
| Gemini 3.1 Pro Preview | Tokens per second | 129.625 | tokens per second | Artificial Analysis · current catalog |
| GPT-5 (high) | Tokens per second | — | tokens per second | Artificial Analysis · current catalog |
Data provided by Artificial Analysis; live values use the current catalog.
Overall Capabilities
This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Gemini 3.1 Pro Preview` vs `GPT-5 (high)`.
Gemini 3.1 Pro PreviewGPT-5 (high)
Benchmark Breakdown
This grouped bar chart provides a side-by-side comparison for each benchmark metric.
68.837.8
ARTIFICIAL ANALYSIS CODING46.534.7
ARTIFICIAL ANALYSIS INTELLIGENCE—94.3
ARTIFICIAL ANALYSIS MATHGemini 3.1 Pro PreviewGPT-5 (high)
Speed & Latency
Lower time to first token is better; higher tokens per second is better.
Tokens per Second · Gemini 3.1 Pro Preview
129.625
Tokens per Second · GPT-5 (high)
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The Economics of Gemini 3.1 Pro Preview vs GPT-5 (high)
Pricing Breakdown
Compare input and output pricing in USD per 1M tokens.
$2$1.25
Input Pricing$12$10
Output PricingGemini 3.1 Pro PreviewGPT-5 (high)
Real-World Cost Scenario
Per run: 1M input tokens + 250k output tokensGemini 3.1 Pro Preview$5
GPT-5 (high)$3.75
GPT-5 (high) costs $1.25 less per run
Your Questions about the Gemini 3.1 Pro Preview vs GPT-5 (high) Comparison
Is `Gemini 3.1 Pro Preview` a direct replacement for `GPT-5 (high)`?
The current Gemini 3.1 Pro Preview vs GPT-5 (high) data does not establish a universal replacement. Compare the available metrics, then validate quality, latency, reliability, and cost on your own workload.
For coding, which is better in the `Gemini 3.1 Pro Preview vs GPT-5 (high)` debate?
The benchmark data in our Gemini 3.1 Pro Preview vs GPT-5 (high) comparison shows Gemini 3.1 Pro Preview has a clear advantage, scoring 68.8 on LiveCodeBench versus 37.8.
How was this `Gemini 3.1 Pro Preview vs GPT-5 (high)` comparison conducted?
Our Gemini 3.1 Pro Preview vs GPT-5 (high) comparison uses published benchmark, pricing, speed, and latency fields provided by Artificial Analysis. Missing values remain unavailable, and the result should be checked against your workload.