Gemini 3.1 Pro Google 1000000
💰 Total Cost Calculation (from Plugin)
Output: $0.036000 (rounded ~ $0.04)
Output: $0.036000 (rounded ~ $0.04)
Unit: $0.000000
Fees: $0.000000
Advanced Cost Breakdown (from Plugin)
Detailed Cost Analysis (from Plugin)
For 400,000 input tokens and 4,000 output tokens:
- Input Cost: $0.800000
- Output Cost: $0.036000 (rounded ~ $0.04)
- Total Cost: $0.476000 (rounded ~ $0.48)
- Cost per 1K tokens: $0.001178
- Tokens per dollar: 848,739 tokens
- Context Window: 1000000 tokens
Speed & Performance Analysis
With a processing speed of 400 tokens per second and 220ms time to first token:
- Processing Time: 18 minutes, 0.88 seconds
- Latency: 220 milliseconds to first token
- Base Throughput: 400 tokens/second
- Effective Throughput: 374 tokens/second (temperature-adjusted)
Best Use Cases
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This calculator shows the math for Gemini 3.1 Pro. Your decision needs more — current infrastructure, compliance requirements, actual workload patterns, volume tiers — that change which model is right for you.
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Get my instant AI audit — $39 →Claude Opus 4.7 Anthropic 1000000
💰 Total Cost Calculation (from Plugin)
Output: $0.025000 (rounded ~ $0.03)
Output: $0.025000 (rounded ~ $0.03)
Unit: $0.000000
Fees: $0.000000
Advanced Cost Breakdown (from Plugin)
Detailed Cost Analysis (from Plugin)
For 400,000 input tokens and 4,000 output tokens:
- Input Cost: $0.500000
- Output Cost: $0.025000 (rounded ~ $0.03)
- Total Cost: $0.300000
- Cost per 1K tokens: $0.000743
- Tokens per dollar: 1,346,667 tokens
- Context Window: 1000000 tokens
Speed & Performance Analysis
With a processing speed of 260 tokens per second and 400ms time to first token:
- Processing Time: 27 minutes, 42.80 seconds
- Latency: 400 milliseconds to first token
- Base Throughput: 260 tokens/second
- Effective Throughput: 243 tokens/second (temperature-adjusted)
Best Use Cases
Want this applied to YOUR actual stack?
This calculator shows the math for Claude Opus 4.7. Your decision needs more — current infrastructure, compliance requirements, actual workload patterns, volume tiers — that change which model is right for you.
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Get my instant AI audit — $39 →✨ Market Recommendations AI Model Registry
← Back to Gemini 3.1 Pro| Rank | AI Model & Provider | Total Cost | vs Gemini 3.1 Pro | vs Claude Opus 4.7 |
|---|---|---|---|---|
| 🏆 |
Gemini 3.1 Flash Lite
Google
|
$0.015250 (rounded ~ $0.02) Best Value | ↓ 96.8% cheaper | ↓ 94.9% cheaper |
| 🥈 |
Gemini 3.5 Flash-Lite
Google
|
$0.019000 (rounded ~ $0.02) | ↓ 96% cheaper | ↓ 93.7% cheaper |
| 🥉 |
Gemini 2.5 Flash
Google
|
$0.019000 (rounded ~ $0.02) | ↓ 96% cheaper | ↓ 93.7% cheaper |
| #4 |
Gemini 3.8 Flash
Google
|
$0.045000 (rounded ~ $0.05) | ↓ 90.5% cheaper | ↓ 85% cheaper |
| #5 |
GPT-5.6 Luna
OpenAI
|
$0.061000 (rounded ~ $0.06) | ↓ 87.2% cheaper | ↓ 79.7% cheaper |
| #6 |
Gemini 3.6 Flash
Google
|
$0.090000 | ↓ 81.1% cheaper | ↓ 70% cheaper |
| #7 |
Gemini 3.5 Flash
Google
|
$0.091500 (rounded ~ $0.09) | ↓ 80.8% cheaper | ↓ 69.5% cheaper |
| #8 |
Claude Sonnet 5
Anthropic
|
$0.120000 | ↓ 74.8% cheaper | ↓ 60% cheaper |
| #9 |
Gemini 3.1 Flash
Google
|
$0.122000 (rounded ~ $0.12) | ↓ 74.4% cheaper | ↓ 59.3% cheaper |
| #10 |
GPT-5.6 Terra
OpenAI
|
$0.152500 (rounded ~ $0.15) | ↓ 68% cheaper | ↓ 49.2% cheaper |
| #11 |
Claude Sonnet 4.6
Anthropic
|
$0.180000 | ↓ 62.2% cheaper | ↓ 40% cheaper |
| #12 |
Claude Opus 4.7
Anthropic
|
$0.300000 | ↓ 37% cheaper | Same price |
| #13 |
Claude Opus 5
Anthropic
|
$0.300000 | ↓ 37% cheaper | Same price |
| #14 |
Claude Opus 4.8
Anthropic
|
$0.300000 | ↓ 37% cheaper | Same price |
| #15 |
Claude Opus 4.6
Anthropic
|
$0.300000 | ↓ 37% cheaper | Same price |
| #16 |
Gemini 2.5 Pro
Google
|
$0.305000 (rounded ~ $0.31) | ↓ 35.9% cheaper | ↑ 1.7% more |
| #17 |
GPT-5.6 Sol
OpenAI
|
$0.305000 (rounded ~ $0.31) | ↓ 35.9% cheaper | ↑ 1.7% more |
| #18 |
Grok 4.3
xAI
|
$0.456000 (rounded ~ $0.46) | ↓ 4.2% cheaper | ↑ 52% more |
| #19 |
Grok 4.20 Beta
xAI
|
$0.456000 (rounded ~ $0.46) | ↓ 4.2% cheaper | ↑ 52% more |
| #20 |
Claude Fable 5.1
Anthropic
|
$0.562500 (rounded ~ $0.56) | ↑ 18.2% more | ↑ 87.5% more |
| #21 |
Claude Mythos 5.1
Anthropic
|
$0.562500 (rounded ~ $0.56) | ↑ 18.2% more | ↑ 87.5% more |
| #22 |
GPT-5.4
OpenAI
|
$0.595000 (rounded ~ $0.60) | ↑ 25% more | ↑ 98.3% more |
| #23 |
GPT-5.4 Thinking
OpenAI
|
$0.595000 (rounded ~ $0.60) | ↑ 25% more | ↑ 98.3% more |
| #24 |
Claude Fable 5
Anthropic
|
$0.600000 | ↑ 26.1% more | ↑ 100% more |
| #25 |
Claude Mythos 5
Anthropic
|
$0.600000 | ↑ 26.1% more | ↑ 100% more |
| #26 |
GPT-5.5
OpenAI
|
$1.190000 | ↑ 150% more | ↑ 296.7% more |
| #27 |
GPT-6 Astra
OpenAI
|
$2.400000 | ↑ 404.2% more | ↑ 700% more |
| #28 |
GPT-6 Astra
OpenAI
|
$2.400000 | ↑ 404.2% more | ↑ 700% more |
Gemini 3.1 Flash Lite Google
Gemini 3.5 Flash-Lite Google
Gemini 2.5 Flash Google
Gemini 3.8 Flash Google
GPT-5.6 Luna OpenAI
Gemini 3.6 Flash Google
Gemini 3.5 Flash Google
Claude Sonnet 5 Anthropic
Gemini 3.1 Flash Google
GPT-5.6 Terra OpenAI
Claude Sonnet 4.6 Anthropic
Claude Opus 4.7 Anthropic
Claude Opus 5 Anthropic
Claude Opus 4.8 Anthropic
Claude Opus 4.6 Anthropic
Gemini 2.5 Pro Google
GPT-5.6 Sol OpenAI
Grok 4.3 xAI
Grok 4.20 Beta xAI
Claude Fable 5.1 Anthropic
Claude Mythos 5.1 Anthropic
GPT-5.4 OpenAI
GPT-5.4 Thinking OpenAI
Claude Fable 5 Anthropic
Claude Mythos 5 Anthropic
GPT-5.5 OpenAI
GPT-6 Astra OpenAI
GPT-6 Astra OpenAI
For freelance copywriters scaling SEO production, choosing between Gemini 3.1 Pro and Claude Opus 4.7 is a strategic decision that hinges on how you balance research depth with creative nuance. Both models sit at the top tier of performance, but they serve distinct roles in a high-volume content pipeline.
Gemini 3.1 Pro shines in scenarios requiring heavy research and integration with real-time data. Its ability to synthesize information from large, varied datasets makes it an ideal engine for content that needs to be factually anchored, current, and optimized for search intent. If your SEO strategy involves summarizing industry reports, analyzing competitor backlinks, or incorporating technical data that demands high accuracy, Gemini’s reasoning and search grounding provide a distinct advantage. It effectively acts as a research assistant that can handle the heavy lifting of information gathering before a single word of copy is drafted.
Claude Opus 4.7, by contrast, is often the preferred choice for the drafting phase itself. It is widely regarded for its ability to produce sophisticated, tasteful, and structurally sound prose that avoids the generic “AI-sounding” pitfalls. When the goal is to create long-form content that captures a brand’s unique voice and maintains human-like flow, Claude excels at following complex stylistic instructions. Its refined reasoning capabilities allow it to handle nuanced tone adjustments and multi-step creative briefs without losing focus. For most scaling agencies, the optimal workflow uses Gemini for deep research and Claude for high-quality, final-polish content generation.