Model Comparison
Gemini 3.1 Pro Preview
vs. GPT-6 Astra (max)
Comparing 2 AI models · 0 benchmarks · Google, OpenAI
Recommended Pick
GoGemini 3.1 Pro Preview7 metric winsStrongest on: Value, Input price, Output price
Best Value
Gemini 3.1 Pro Preview
100.0 value score
30.4 reasoning / $4.50/1M
Lowest Price
Gemini 3.1 Pro Preview
$2.00/1M input price
Best Reasoning
GPT-6 Astra (max)
52.8 reasoning score
Blends available reasoning benchmarks
Best for Coding
GPT-6 Astra (max)
76.9 coding index
Differences That Matter
Best value
Gemini 3.1 Pro Preview has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Gemini 3.1 Pro Preview is 5.0x cheaper on input tokens than GPT-6 Astra (max).
Speed gap
Gemini 3.1 Pro Preview generates about 2.1x as many tokens per second as GPT-6 Astra (max).
Reasoning gap
GPT-6 Astra (max) leads Gemini 3.1 Pro Preview by 22.4 points on reasoning.
Coding gap
GPT-6 Astra (max) leads Gemini 3.1 Pro Preview by 8.1 points on coding.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Gemini 3.1 Pro Preview
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
GPT-6 Astra (max)
OpenAI
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Secure AI Chat made in Europe
Processing terms vary by selected model. Review the current Privacy Policy and DPA before using sensitive data.
OpenAI-compatible inference
Choose from the current model catalog. Processing terms vary by selected model and service.
Full Comparison
| Metric | Top Pick Go Gemini 3.1 Pro Preview | Op GPT-6 Astra (max) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $2.00/1M | $10.00/1M |
| Output Cost | $12.00/1M | $50.00/1M |
| Blended (3:1) | $4.50/1M | $20.00/1M |
| Specifications | ||
| Organization | OpenAI | |
| Release Date | Feb 19, 2026 | Sep 3, 2026 |
| Performance & Speed | ||
| Throughput | 118.4 tok/s | 56.5 tok/s |
| TTFT | 27250ms | 322480ms |
| Latency | 27250ms | 322480ms |
| Composite Indices | ||
| Value Score | 100.0 | 39.1 |
| Reasoning Score | 30.4 | 52.8 |
| Intelligence | 30.4 | 52.8 |
| Coding | 68.8 | 76.9 |
Key Takeaways
Gemini 3.1 Pro Preview offers the best value at $2.00/1M,making it ideal for high-volume applications and cost-conscious projects.
GPT-6 Astra (max) has the strongest reasoning profile with a 52.8 reasoning score,combining the available reasoning-heavy benchmarks.
GPT-6 Astra (max) reaches a 76.9 coding index,making it the top choice for software development and code generation tasks.
All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Gemini 3.1 Pro Preview
- Cost-sensitive applications
- High-volume processing
GPT-6 Astra (max)
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
