Claude Opus 4.7 vs Gemini 3.1 Pro: Image Generation for 5,000 Storyboard Frames

Claude Opus 4.7 vs Gemini 3.1 Pro
Complete Comparison: 2,000 input tokens × 500 output tokens
Comparison Mode
🖼️ 5000 Images

Complete comparison of pricing, performance, and capabilities for 2 leading AI models with 5000 Images.

🖼️ Multimodal Input
Comparison Criteria Claude Opus 4.7
Anthropic
Gemini 3.1 Pro
Google
Calculation Results (Current Inputs) (5000 images)
Input Tokens 2,000 2,000
Output Tokens 500 500
Cost Breakdown
Input Cost $12.910000Worst $10.328000 (rounded ~ $10.33)Best
Output Cost $0.012500 (rounded ~ $0.01)Worst $0.009000Best
Unit Cost (Audio/OCR) $0.000000 $0.000000
Service Fees $0.000000 $0.000000
Total Cost $12.922500 (rounded ~ $12.92) Most Expensive $10.337000 (rounded ~ $10.34) Best Value
Processing Time 2 hours, 57 minutes, 8.16 seconds Slowest 1 hour, 55 minutes, 8.37 seconds Fastest
Tokens per Second 260Slowest 400Fastest
Time to First Token 400ms Worst 220ms Best
Cost per 1K tokens $0.005004 (rounded ~ $0.01)Worst $0.004003Best
Tokens per Dollar 199,845Worst Value 249,831Best Value
Cost per 1 Million Tokens (Informational)
Input Cost / 1M (Base) $5.000000Worst $4.000000Best
Output Cost / 1M (Base) $25.000000Worst $18.000000Best
Input Cost / 1M (Optimized) $5.000000Worst
Optimizations: No optimizations applied
$4.000000Best
Optimizations: No optimizations applied
Output Cost / 1M (Optimized) $25.000000Worst
Optimizations: No optimizations applied
$18.000000Best
Optimizations: No optimizations applied
Capabilities & Advanced Features
Images Support
5000
✓ Supported ✓ Supported
Video Support ✗ Not Supported ✓ Supported
Audio Support ✗ Not Supported ✓ Supported
Caching Support ✓ Supported ✓ Supported
Batch API Support ✓ Supported ✓ Supported
Tool Usage Support ✓ Supported ✓ Supported
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ℹ️ Bulk Calculation: Total volume exceeds single-request limit of 1,000,000 tokens. Budgeting mode active.

Select AI Model

Claude Opus 4.7
AnthropicMax Context: 1,000,000 tokens
$5 / $25 per 1M tokens
▼
▼
Use Batch API (50% discount)
0%
Provider-specific multipliers applied after all calculations
Enable for cache discounts
Select platform to enforce context limits
Number of requests (max 1M). Summary view auto-enabled >10k.
Will auto-convert to minutes for Voxtral models (9000 tokens = 1 min)
$0.067 per 1,000 pixels

Calculate Token Costs

$12.922500 Total Cost
$12.910000 Input Cost
$0.012500 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
2,582,500Total Tokens
$0.005004Cost per 1K
199,845Tokens per $
📊 Advanced Cost Breakdown

Processing Speed

177m 8s Processing Time
260 Tokens/Second
400ms Time to First Token
243 Effective Speed

Model Comparison

Select a model to see comparisons with competitors.

Model Information

Select a model to see detailed information.

🔄 Advanced Options

⚡ Optimization
Flat fee per session (e.g., $0.03 for Code Interpreter)
Hourly storage fee for cached data
First 50 hours free, $0.05/hour after
🧠 Reasoning & Thinking
Manual thinking tokens (billed at output rate)
🔧 Special Modes
Enable 6.0x Fast Mode multiplier
📚 Research & Citations
Enable $1.00/$4.00 rates + $10.00/1k search
Enable research tier pricing
Fee per source cited
🎤 Realtime Audio & Video
Session length for billing
📊 Multiple Models Detected: This page contains data for 2 models. See the detailed comparison table above, and switch between models using tabs below.

Claude Opus 4.7 Anthropic 1000000

$12.922500 (rounded ~ $12.92)
Total Cost
⚠️ Bulk Calculation: Total volume exceeds single-request limit of 1,000,000 tokens. Budgeting mode active.
🖼️ 5000 Image (Medium) 🔧 Tools
👁️
Vision/Images
✓ Available
🎧
Audio Processing
✗ Not Available
🎥
Video Analysis
✗ Not Available
🔧
Tool Usage
✓ Available
📄
OCR Support
✗ Not Available
📊
Batch API
✓ Available
⚡
Caching
✓ Available
90% savings

💰 Total Cost Calculation (from Plugin)

Base Cost (No Optimizations) $12.922500 (rounded ~ $12.92) Input: $12.910000
Output: $0.012500 (rounded ~ $0.01)
Optimized Cost $12.922500 (rounded ~ $12.92) Input: $12.910000
Output: $0.012500 (rounded ~ $0.01)
Unit: $0.000000
Fees: $0.000000

Advanced Cost Breakdown (from Plugin)

🖼️ Multimodal Input
$0.000000
2,580,000 tokens

Multimodal Input Details

🖼️ Images
Count: 5000
Resolution: Medium
Tokens: 2,580,000
Cost: $0.000000

Detailed Cost Analysis (from Plugin)

For 2,000 input tokens and 500 output tokens:

  • Input Cost: $12.910000
  • Output Cost: $0.012500 (rounded ~ $0.01)
  • Total Cost: $12.922500 (rounded ~ $12.92)
  • Cost per 1K tokens: $0.005004 (rounded ~ $0.01)
  • Tokens per dollar: 199,845 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: 2 hours, 57 minutes, 8.16 seconds
  • Latency: 400 milliseconds to first token
  • Base Throughput: 260 tokens/second
  • Effective Throughput: 243 tokens/second (temperature-adjusted)

Best Use Cases

General purposeChatCode generation

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.

Get a $39 personalized AI Architecture Audit. PDF tailored to your stack, delivered in under 60 seconds. 7-day no-questions-asked refund.

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Gemini 3.1 Pro Google 2000000

$10.337000 (rounded ~ $10.34)
Total Cost
⚠️ Bulk Calculation: Total volume exceeds single-request limit of 2,000,000 tokens. Budgeting mode active.
🖼️ 5000 Image (Medium) 🔧 Tools
👁️
Vision/Images
✓ Available
🎧
Audio Processing
✓ Available
🎥
Video Analysis
✓ Available
🔧
Tool Usage
✓ Available
📄
OCR Support
✗ Not Available
📊
Batch API
✓ Available
⚡
Caching
✓ Available
90% savings

💰 Total Cost Calculation (from Plugin)

Base Cost (No Optimizations) $10.337000 (rounded ~ $10.34) Input: $10.328000 (rounded ~ $10.33)
Output: $0.009000
Optimized Cost $10.337000 (rounded ~ $10.34) Input: $10.328000 (rounded ~ $10.33)
Output: $0.009000
Unit: $0.000000
Fees: $0.000000

Advanced Cost Breakdown (from Plugin)

🖼️ Multimodal Input
$0.000000
2,580,000 tokens
📊 Dynamic Tier
Premium
tier2 pricing based on 0 tokens

Multimodal Input Details

🖼️ Images
Count: 5000
Resolution: Medium
Tokens: 2,580,000
Cost: $0.000000

Detailed Cost Analysis (from Plugin)

For 2,000 input tokens and 500 output tokens:

  • Input Cost: $10.328000 (rounded ~ $10.33)
  • Output Cost: $0.009000
  • Total Cost: $10.337000 (rounded ~ $10.34)
  • Cost per 1K tokens: $0.004003
  • Tokens per dollar: 249,831 tokens
  • Context Window: 2000000 tokens

Speed & Performance Analysis

With a processing speed of 400 tokens per second and 220ms time to first token:

  • Processing Time: 1 hour, 55 minutes, 8.37 seconds
  • Latency: 220 milliseconds to first token
  • Base Throughput: 400 tokens/second
  • Effective Throughput: 374 tokens/second (temperature-adjusted)

Best Use Cases

General purposeChatCode generation

Want this applied to YOUR actual stack?

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.

Get a $39 personalized AI Architecture Audit. PDF tailored to your stack, delivered in under 60 seconds. 7-day no-questions-asked refund.

Get my instant AI audit — $39 →

✨ Market Recommendations AI Model Registry

← Back to Claude Opus 4.7
📋 Active Input Parameters
Input Tokens: 2,000
Output Tokens: 500
Images: 5000 (Medium Resolution)
Tools: Enabled
Rank AI Model & Provider Total Cost vs Claude Opus 4.7 vs Gemini 3.1 Pro
🏆 Mistral Small 3
Mistral AI
 $0.258350 (rounded ~ $0.26) Best Value ↓ 98% cheaper ↓ 97.5% cheaper
🥈 Gemini 3.1 Flash Lite
Google
 $0.646250 (rounded ~ $0.65) ↓ 95% cheaper ↓ 93.7% cheaper
🥉 Gemini 2.5 Flash
Google
 $0.775850 (rounded ~ $0.78) ↓ 94% cheaper ↓ 92.5% cheaper
#4 Llama 4 Maverick (400B)
Meta AI
 $1.208100 (rounded ~ $1.21) ↓ 90.7% cheaper ↓ 88.3% cheaper
#5 Mistral Large 3
Mistral AI
 $1.292750 (rounded ~ $1.29) ↓ 90% cheaper ↓ 87.5% cheaper
#6 Kimi K2.5
Moonshot AI
 $1.550700 ↓ 88% cheaper ↓ 85% cheaper
#7 GPT-5.4 mini
OpenAI
 $1.938750 (rounded ~ $1.94) ↓ 85% cheaper ↓ 81.2% cheaper
#8 Kimi K2.6
Moonshot AI
 $2.454900 (rounded ~ $2.45) ↓ 81% cheaper ↓ 76.3% cheaper
#9 o4-mini Deep Research
OpenAI
 $2.584000 (rounded ~ $2.58) ↓ 80% cheaper ↓ 75% cheaper
#10 Claude Haiku 4.5
Anthropic
 $2.584500 (rounded ~ $2.58) ↓ 80% cheaper ↓ 75% cheaper
#11 Gemini 3.1 Flash
Google
 $2.585000 (rounded ~ $2.59) ↓ 80% cheaper ↓ 75% cheaper
#12 o4-mini
OpenAI
 $2.842400 (rounded ~ $2.84) ↓ 78% cheaper ↓ 72.5% cheaper
#13 Grok 4.3
xAI
 $3.228750 (rounded ~ $3.23) ↓ 75% cheaper ↓ 68.8% cheaper
#14 Gemini 3.5 Flash
Google
 $3.877500 (rounded ~ $3.88) ↓ 70% cheaper ↓ 62.5% cheaper
#15 GPT-5.3 Codex Spark
OpenAI
 $4.525500 (rounded ~ $4.53) ↓ 65% cheaper ↓ 56.2% cheaper
#16 GPT-5.3 Instant
OpenAI
 $4.525500 (rounded ~ $4.53) ↓ 65% cheaper ↓ 56.2% cheaper
#17 Gemini 2.5 Pro
Google
 $6.462500 (rounded ~ $6.46) ↓ 50% cheaper ↓ 37.5% cheaper
#18 Claude Sonnet 4.6
Anthropic
 $7.753500 (rounded ~ $7.75) ↓ 40% cheaper ↓ 25% cheaper
#19 Gemini 3.1 Pro
Google
 $10.337000 (rounded ~ $10.34) ↓ 20% cheaper Same price
#20 GPT-5.4
OpenAI
 $12.921250 (rounded ~ $12.92) ↓ 0% cheaper ↑ 25% more
#21 GPT-5.4 Thinking
OpenAI
 $12.921250 (rounded ~ $12.92) ↓ 0% cheaper ↑ 25% more
#22 Claude Opus 4.8
Anthropic
 $12.922500 (rounded ~ $12.92) Same price ↑ 25% more
#23 Claude Opus 4.6
Anthropic
 $12.922500 (rounded ~ $12.92) Same price ↑ 25% more
#24 GPT-5.5 Instant
OpenAI
 $12.925000 (rounded ~ $12.93) Same price ↑ 25% more
#25 o3 Deep Research
OpenAI
 $25.840000 ↑ 100% more ↑ 150% more
#26 GPT-5.5
OpenAI
 $25.842500 (rounded ~ $25.84) ↑ 100% more ↑ 150% more
#27 o3 Pro
OpenAI
 $51.680000 ↑ 299.9% more ↑ 400% more
#28 GPT-5.2 Pro
OpenAI
 $54.306000 (rounded ~ $54.31) ↑ 320.2% more ↑ 425.4% more
#29 GPT-5.5 Pro
OpenAI
 $77.550000 ↑ 500.1% more ↑ 650.2% more
#30 GPT-5.5 Pro
OpenAI
 $77.550000 ↑ 500.1% more ↑ 650.2% more
🏆

Mistral Small 3
Mistral AI

$0.258350 (rounded ~ $0.26)
vs Claude Opus 4.7: ↓ 98%
vs Gemini 3.1 Pro: ↓ 97.5%
🥈

Gemini 3.1 Flash Lite
Google

$0.646250 (rounded ~ $0.65)
vs Claude Opus 4.7: ↓ 95%
vs Gemini 3.1 Pro: ↓ 93.7%
🥉

Gemini 2.5 Flash
Google

$0.775850 (rounded ~ $0.78)
vs Claude Opus 4.7: ↓ 94%
vs Gemini 3.1 Pro: ↓ 92.5%
#4

Llama 4 Maverick (400B)
Meta AI

$1.208100 (rounded ~ $1.21)
vs Claude Opus 4.7: ↓ 90.7%
vs Gemini 3.1 Pro: ↓ 88.3%
#5

Mistral Large 3
Mistral AI

$1.292750 (rounded ~ $1.29)
vs Claude Opus 4.7: ↓ 90%
vs Gemini 3.1 Pro: ↓ 87.5%
#6

Kimi K2.5
Moonshot AI

$1.550700
vs Claude Opus 4.7: ↓ 88%
vs Gemini 3.1 Pro: ↓ 85%
#7

GPT-5.4 mini
OpenAI

$1.938750 (rounded ~ $1.94)
vs Claude Opus 4.7: ↓ 85%
vs Gemini 3.1 Pro: ↓ 81.2%
#8

Kimi K2.6
Moonshot AI

$2.454900 (rounded ~ $2.45)
vs Claude Opus 4.7: ↓ 81%
vs Gemini 3.1 Pro: ↓ 76.3%
#9

o4-mini Deep Research
OpenAI

$2.584000 (rounded ~ $2.58)
vs Claude Opus 4.7: ↓ 80%
vs Gemini 3.1 Pro: ↓ 75%
#10

Claude Haiku 4.5
Anthropic

$2.584500 (rounded ~ $2.58)
vs Claude Opus 4.7: ↓ 80%
vs Gemini 3.1 Pro: ↓ 75%
#11

Gemini 3.1 Flash
Google

$2.585000 (rounded ~ $2.59)
vs Claude Opus 4.7: ↓ 80%
vs Gemini 3.1 Pro: ↓ 75%
#12

o4-mini
OpenAI

$2.842400 (rounded ~ $2.84)
vs Claude Opus 4.7: ↓ 78%
vs Gemini 3.1 Pro: ↓ 72.5%
#13

Grok 4.3
xAI

$3.228750 (rounded ~ $3.23)
vs Claude Opus 4.7: ↓ 75%
vs Gemini 3.1 Pro: ↓ 68.8%
#14

Gemini 3.5 Flash
Google

$3.877500 (rounded ~ $3.88)
vs Claude Opus 4.7: ↓ 70%
vs Gemini 3.1 Pro: ↓ 62.5%
#15

GPT-5.3 Codex Spark
OpenAI

$4.525500 (rounded ~ $4.53)
vs Claude Opus 4.7: ↓ 65%
vs Gemini 3.1 Pro: ↓ 56.2%
#16

GPT-5.3 Instant
OpenAI

$4.525500 (rounded ~ $4.53)
vs Claude Opus 4.7: ↓ 65%
vs Gemini 3.1 Pro: ↓ 56.2%
#17

Gemini 2.5 Pro
Google

$6.462500 (rounded ~ $6.46)
vs Claude Opus 4.7: ↓ 50%
vs Gemini 3.1 Pro: ↓ 37.5%
#18

Claude Sonnet 4.6
Anthropic

$7.753500 (rounded ~ $7.75)
vs Claude Opus 4.7: ↓ 40%
vs Gemini 3.1 Pro: ↓ 25%
#19

Gemini 3.1 Pro
Google

$10.337000 (rounded ~ $10.34)
vs Claude Opus 4.7: ↓ 20%
vs Gemini 3.1 Pro: Same
#20

GPT-5.4
OpenAI

$12.921250 (rounded ~ $12.92)
vs Claude Opus 4.7: ↓ 0%
vs Gemini 3.1 Pro: ↑ 25%
#21

GPT-5.4 Thinking
OpenAI

$12.921250 (rounded ~ $12.92)
vs Claude Opus 4.7: ↓ 0%
vs Gemini 3.1 Pro: ↑ 25%
#22

Claude Opus 4.8
Anthropic

$12.922500 (rounded ~ $12.92)
vs Claude Opus 4.7: Same
vs Gemini 3.1 Pro: ↑ 25%
#23

Claude Opus 4.6
Anthropic

$12.922500 (rounded ~ $12.92)
vs Claude Opus 4.7: Same
vs Gemini 3.1 Pro: ↑ 25%
#24

GPT-5.5 Instant
OpenAI

$12.925000 (rounded ~ $12.93)
vs Claude Opus 4.7: Same
vs Gemini 3.1 Pro: ↑ 25%
#25

o3 Deep Research
OpenAI

$25.840000
vs Claude Opus 4.7: ↑ 100%
vs Gemini 3.1 Pro: ↑ 150%
#26

GPT-5.5
OpenAI

$25.842500 (rounded ~ $25.84)
vs Claude Opus 4.7: ↑ 100%
vs Gemini 3.1 Pro: ↑ 150%
#27

o3 Pro
OpenAI

$51.680000
vs Claude Opus 4.7: ↑ 299.9%
vs Gemini 3.1 Pro: ↑ 400%
#28

GPT-5.2 Pro
OpenAI

$54.306000 (rounded ~ $54.31)
vs Claude Opus 4.7: ↑ 320.2%
vs Gemini 3.1 Pro: ↑ 425.4%
#29

GPT-5.5 Pro
OpenAI

$77.550000
vs Claude Opus 4.7: ↑ 500.1%
vs Gemini 3.1 Pro: ↑ 650.2%
#30

GPT-5.5 Pro
OpenAI

$77.550000
vs Claude Opus 4.7: ↑ 500.1%
vs Gemini 3.1 Pro: ↑ 650.2%
✨ How recommendations work (v8.6.0): We scan all active models in the registry and only include those that support ALL your current inputs. For token-based models, we check if they can handle your token counts. For special pricing models (OCR, video, audio), we verify they have the correct pricing structure. Features marked requested were in your inputs but not supported by that model. Now using official provider pricing without reseller markups.

For generating storyboard frames and detailed scene descriptions, comparing Claude Opus 4.7 and Gemini 3.1 Pro offers insights into advanced multimodal AI. Claude Opus is renowned for its sophisticated reasoning and ability to follow complex, multi-step instructions, making it adept at interpreting nuanced directorial notes for visual scenes. Gemini 3.1 Pro, with its broader multimodal capabilities including video understanding, can offer a unique perspective on translating narrative flow into visual sequences. When evaluating these for 5,000 storyboard frames, consider Claude’s strength in structured creative output versus Gemini’s potential for dynamic visual interpretation. Factors beyond raw generation quality, such as how each model integrates with existing video production pipelines or its latency for iterative creative feedback, are crucial for consultants. Choosing between them depends on whether the priority is deep textual interpretation for visual fidelity or a more integrated, potentially faster, multimodal workflow.

Frequently Asked Questions

How accurate are these AI model cost calculations?
Our calculations are based on official pricing from each provider (Google, OpenAI, Anthropic, Meta, xAI, Perplexity, DeepSeek, Mistral) and are updated regularly. We account for all factors including multimodal inputs, caching discounts, batch API pricing, tool usage multipliers, OCR processing, audio minutes, silence fees, and research mode pricing. Note: Reseller markups and dedicated instance multipliers have been removed to reflect official provider pricing.
How are image tokens calculated?
Images are tokenized based on resolution: Low: 85 tokens, Medium: 170 tokens, High: 255 tokens, Full: 765 tokens per image. Some models (like Llama 4 Maverick) use tile-based encoding with 1,610 tokens/image (standard) or 8,050 tokens/image (high-res).
How do Market Recommendations work (v8.6.0)?
Our recommendation engine scans the entire model registry and only includes models that support ALL your current input parameters (tokens, images, video, audio, OCR, tools, batch API, etc.). It calculates exact costs with your settings and sorts by price, showing you the best value options that can handle your complete workflow. Special pricing models (OCR, video, audio, image generation) are properly handled and only appear when their specific input types are requested. v8.6.0 removes reseller markups (20% buffer) and dedicated instance multipliers to reflect official provider pricing.
What is the YemHub AI Calculator Tool?
The YemHub AI Calculator is the most comprehensive tool for estimating costs and comparing performance metrics across 50+ AI models. It calculates token-based pricing, analyzes multimodal processing, accounts for state-dependent pricing (context cliffs, tiered tunnels), provides optimization recommendations, and now offers intelligent market matching to find the best alternatives for your specific needs.