Gemini 3.1 Pro vs GPT-5.4 Pro: Enterprise Multimodal Price

Gemini 3.1 Pro vs GPT-5.4 Pro
Complete Comparison: 1,000 input tokens × 100 output tokens
Comparison Mode

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

📊 Batch API
Comparison Criteria Gemini 3.1 Pro
Google
GPT-5.4 Pro
OpenAI
Calculation Results (Current Inputs)
Input Tokens 1,000 1,000
Output Tokens 100 100
Cost Breakdown
Input Cost $0.001000Best $0.015000 (rounded ~ $0.02)Worst
Output Cost $0.000600Best $0.009000Worst
Unit Cost (Audio/OCR) $0.000000 $0.000000
Service Fees $0.000000 $0.000000
Total Cost $0.001600 Best Value $0.024000 (rounded ~ $0.02) Most Expensive
Processing Time 3.12 seconds Fastest 3.54 seconds Slowest
Tokens per Second 400Fastest 350Slowest
Time to First Token 220ms Best 250ms Worst
Cost per 1K tokens $0.001455Best $0.021818 (rounded ~ $0.02)Worst
Tokens per Dollar 687,500Best Value 45,833Worst Value
Cost per 1 Million Tokens (Informational)
Input Cost / 1M (Base) $1.000000Best $15.000000Worst
Output Cost / 1M (Base) $6.000000Best $90.000000Worst
Input Cost / 1M (Optimized) $0.500000Best
Optimizations: 50.0% batch
$7.500000Worst
Optimizations: 50.0% batch
Output Cost / 1M (Optimized) $3.000000Best
Optimizations: 50.0% batch
$45.000000Worst
Optimizations: 50.0% batch
Capabilities & Advanced Features
Images Support ✓ Supported ✓ Supported
Video Support ✓ Supported ✗ Not Supported
Audio Support ✓ Supported ✗ Not Supported
Caching Support ✓ Supported ✓ Supported
Batch API Support ✓ Supported ✓ Supported
Tool Usage Support ✓ Supported ✓ Supported
Scroll horizontally to see all data

🔄 Compare Different AI Models

1

First Model

2

Second Model

Select providers and models above, then click "Compare Models" to update the comparison.
All other parameters will be preserved from the current comparison.

Click Recalculate to update after making changes

Select AI Model

Gemini 3.1 Pro
GoogleMax Context: 2,000,000 tokens
$2 / $12 per 1M tokens (Tier 1)
State-dependent pricing active. Current tier: Standard
▼
▼
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.

Calculate Token Costs

$0.001600 Total Cost
$0.001000 Input Cost
$0.000600 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
1,100Total Tokens
$0.001455Cost per 1K
687,500Tokens per $
🔄 Dynamic Tier Pricing Active: Using Standard pricing (tier1) based on token volume.
📊 Advanced Cost Breakdown

Processing Speed

3.12s Processing Time
400 Tokens/Second
220ms Time to First Token
374 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.

Gemini 3.1 Pro Google 2000000

$0.001600
Total Cost
📊 Batch API 🔧 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) $0.001600 Input: $0.001000
Output: $0.000600
Optimized Cost $0.001600 Input: $0.001000
Output: $0.000600
Unit: $0.000000
Fees: $0.000000

Advanced Cost Breakdown (from Plugin)

📊 Batch API
50.0% off
Asynchronous processing discount
📊 Dynamic Tier
Standard
tier1 pricing based on 0 tokens

Detailed Cost Analysis (from Plugin)

For 1,000 input tokens and 100 output tokens:

  • Input Cost: $0.001000
  • Output Cost: $0.000600
  • Total Cost: $0.001600
  • Cost per 1K tokens: $0.001455
  • Tokens per dollar: 687,500 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: 3.12 seconds
  • Latency: 220 milliseconds to first token
  • Base Throughput: 400 tokens/second
  • Effective Throughput: 374 tokens/second (temperature-adjusted)

Best Use Cases

Video AnalysisImage Recognition

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 →

GPT-5.4 Pro OpenAI 1024000

$0.024000 (rounded ~ $0.02)
Total Cost
📊 Batch API 🔧 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) $0.024000 (rounded ~ $0.02) Input: $0.015000 (rounded ~ $0.02)
Output: $0.009000
Optimized Cost $0.024000 (rounded ~ $0.02) Input: $0.015000 (rounded ~ $0.02)
Output: $0.009000
Unit: $0.000000
Fees: $0.000000

Advanced Cost Breakdown (from Plugin)

📊 Batch API
50.0% off
Asynchronous processing discount
📊 Cliff Pricing
Standard
standard pricing (threshold: 272,000)

Detailed Cost Analysis (from Plugin)

For 1,000 input tokens and 100 output tokens:

  • Input Cost: $0.015000 (rounded ~ $0.02)
  • Output Cost: $0.009000
  • Total Cost: $0.024000 (rounded ~ $0.02)
  • Cost per 1K tokens: $0.021818 (rounded ~ $0.02)
  • Tokens per dollar: 45,833 tokens
  • Context Window: 1024000 tokens

Speed & Performance Analysis

With a processing speed of 350 tokens per second and 250ms time to first token:

  • Processing Time: 3.54 seconds
  • Latency: 250 milliseconds to first token
  • Base Throughput: 350 tokens/second
  • Effective Throughput: 327 tokens/second (temperature-adjusted)

Best Use Cases

Video AnalysisImage Recognition

Want this applied to YOUR actual stack?

This calculator shows the math for GPT-5.4 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 Gemini 3.1 Pro
📋 Active Input Parameters
Input Tokens: 1,000
Output Tokens: 100
Batch API: Enabled (50% discount)
Tools: Enabled
Rank AI Model & Provider Total Cost vs Gemini 3.1 Pro vs GPT-5.4 Pro
🏆 Mistral Small 3
Mistral AI
 $0.000033 Best Value ↓ 98% cheaper ↓ 99.9% cheaper
🥈 Grok Code Fast 1
xAI
 $0.000088 ↓ 94.5% cheaper ↓ 99.6% cheaper
🥉 Gemini 3.1 Flash Lite
Google
 $0.000100 ↓ 93.8% cheaper ↓ 99.6% cheaper
#4 Gemini 2.5 Flash
Google
 $0.000138 ↓ 91.4% cheaper ↓ 99.4% cheaper
#5 Mistral Large 3
Mistral AI
 $0.000163 ↓ 89.8% cheaper ↓ 99.3% cheaper
#6 Llama 4 Maverick (400B)
Meta AI
 $0.000210 ↓ 86.9% cheaper ↓ 99.1% cheaper
#7 GPT-5.4 mini
OpenAI
 $0.000300 ↓ 81.3% cheaper ↓ 98.8% cheaper
#8 o4-mini Deep Research
OpenAI
 $0.000350 ↓ 78.1% cheaper ↓ 98.5% cheaper
#9 Claude Haiku 4.5
Anthropic
 $0.000375 ↓ 76.6% cheaper ↓ 98.4% cheaper
#10 Grok 4.3
xAI
 $0.000375 ↓ 76.6% cheaper ↓ 98.4% cheaper
#11 o4-mini
OpenAI
 $0.000385 ↓ 75.9% cheaper ↓ 98.4% cheaper
#12 Gemini 3.1 Flash
Google
 $0.000400 ↓ 75% cheaper ↓ 98.3% cheaper
#13 Gemini 3.5 Flash
Google
 $0.000600 ↓ 62.5% cheaper ↓ 97.5% cheaper
#14 Grok 4.20 Beta
xAI
 $0.000650 ↓ 59.4% cheaper ↓ 97.3% cheaper
#15 GPT-5.3 Codex Spark
OpenAI
 $0.000788 ↓ 50.8% cheaper ↓ 96.7% cheaper
#16 GPT-5.3 Instant
OpenAI
 $0.000788 ↓ 50.8% cheaper ↓ 96.7% cheaper
#17 Claude Sonnet 4.6
Anthropic
 $0.001125 ↓ 29.7% cheaper ↓ 95.3% cheaper
#18 Gemini 2.5 Pro
Google
 $0.001125 ↓ 29.7% cheaper ↓ 95.3% cheaper
#19 Claude Opus 4.7
Anthropic
 $0.001875 ↑ 17.2% more ↓ 92.2% cheaper
#20 Claude Opus 4.8
Anthropic
 $0.001875 ↑ 17.2% more ↓ 92.2% cheaper
#21 Claude Opus 4.6
Anthropic
 $0.001875 ↑ 17.2% more ↓ 92.2% cheaper
#22 GPT-5.4
OpenAI
 $0.002000 ↑ 25% more ↓ 91.7% cheaper
#23 GPT-5.4 Thinking
OpenAI
 $0.002000 ↑ 25% more ↓ 91.7% cheaper
#24 GPT-5.5 Instant
OpenAI
 $0.002000 ↑ 25% more ↓ 91.7% cheaper
#25 o3 Deep Research
OpenAI
 $0.003500 ↑ 118.8% more ↓ 85.4% cheaper
#26 GPT-5.5
OpenAI
 $0.004000 ↑ 150% more ↓ 83.3% cheaper
#27 o3 Pro
OpenAI
 $0.007000 (rounded ~ $0.01) ↑ 337.5% more ↓ 70.8% cheaper
#28 GPT-5.2 Pro
OpenAI
 $0.009450 ↑ 490.6% more ↓ 60.6% cheaper
#29 GPT-5.5 Pro
OpenAI
 $0.012000 (rounded ~ $0.01) ↑ 650% more ↓ 50% cheaper
#30 GPT-5.5 Pro
OpenAI
 $0.012000 (rounded ~ $0.01) ↑ 650% more ↓ 50% cheaper
🏆

Mistral Small 3
Mistral AI

$0.000033
vs Gemini 3.1 Pro: ↓ 98%
vs GPT-5.4 Pro: ↓ 99.9%
🥈

Grok Code Fast 1
xAI

$0.000088
vs Gemini 3.1 Pro: ↓ 94.5%
vs GPT-5.4 Pro: ↓ 99.6%
🥉

Gemini 3.1 Flash Lite
Google

$0.000100
vs Gemini 3.1 Pro: ↓ 93.8%
vs GPT-5.4 Pro: ↓ 99.6%
#4

Gemini 2.5 Flash
Google

$0.000138
vs Gemini 3.1 Pro: ↓ 91.4%
vs GPT-5.4 Pro: ↓ 99.4%
#5

Mistral Large 3
Mistral AI

$0.000163
vs Gemini 3.1 Pro: ↓ 89.8%
vs GPT-5.4 Pro: ↓ 99.3%
#6

Llama 4 Maverick (400B)
Meta AI

$0.000210
vs Gemini 3.1 Pro: ↓ 86.9%
vs GPT-5.4 Pro: ↓ 99.1%
#7

GPT-5.4 mini
OpenAI

$0.000300
vs Gemini 3.1 Pro: ↓ 81.3%
vs GPT-5.4 Pro: ↓ 98.8%
#8

o4-mini Deep Research
OpenAI

$0.000350
vs Gemini 3.1 Pro: ↓ 78.1%
vs GPT-5.4 Pro: ↓ 98.5%
#9

Claude Haiku 4.5
Anthropic

$0.000375
vs Gemini 3.1 Pro: ↓ 76.6%
vs GPT-5.4 Pro: ↓ 98.4%
#10

Grok 4.3
xAI

$0.000375
vs Gemini 3.1 Pro: ↓ 76.6%
vs GPT-5.4 Pro: ↓ 98.4%
#11

o4-mini
OpenAI

$0.000385
vs Gemini 3.1 Pro: ↓ 75.9%
vs GPT-5.4 Pro: ↓ 98.4%
#12

Gemini 3.1 Flash
Google

$0.000400
vs Gemini 3.1 Pro: ↓ 75%
vs GPT-5.4 Pro: ↓ 98.3%
#13

Gemini 3.5 Flash
Google

$0.000600
vs Gemini 3.1 Pro: ↓ 62.5%
vs GPT-5.4 Pro: ↓ 97.5%
#14

Grok 4.20 Beta
xAI

$0.000650
vs Gemini 3.1 Pro: ↓ 59.4%
vs GPT-5.4 Pro: ↓ 97.3%
#15

GPT-5.3 Codex Spark
OpenAI

$0.000788
vs Gemini 3.1 Pro: ↓ 50.8%
vs GPT-5.4 Pro: ↓ 96.7%
#16

GPT-5.3 Instant
OpenAI

$0.000788
vs Gemini 3.1 Pro: ↓ 50.8%
vs GPT-5.4 Pro: ↓ 96.7%
#17

Claude Sonnet 4.6
Anthropic

$0.001125
vs Gemini 3.1 Pro: ↓ 29.7%
vs GPT-5.4 Pro: ↓ 95.3%
#18

Gemini 2.5 Pro
Google

$0.001125
vs Gemini 3.1 Pro: ↓ 29.7%
vs GPT-5.4 Pro: ↓ 95.3%
#19

Claude Opus 4.7
Anthropic

$0.001875
vs Gemini 3.1 Pro: ↑ 17.2%
vs GPT-5.4 Pro: ↓ 92.2%
#20

Claude Opus 4.8
Anthropic

$0.001875
vs Gemini 3.1 Pro: ↑ 17.2%
vs GPT-5.4 Pro: ↓ 92.2%
#21

Claude Opus 4.6
Anthropic

$0.001875
vs Gemini 3.1 Pro: ↑ 17.2%
vs GPT-5.4 Pro: ↓ 92.2%
#22

GPT-5.4
OpenAI

$0.002000
vs Gemini 3.1 Pro: ↑ 25%
vs GPT-5.4 Pro: ↓ 91.7%
#23

GPT-5.4 Thinking
OpenAI

$0.002000
vs Gemini 3.1 Pro: ↑ 25%
vs GPT-5.4 Pro: ↓ 91.7%
#24

GPT-5.5 Instant
OpenAI

$0.002000
vs Gemini 3.1 Pro: ↑ 25%
vs GPT-5.4 Pro: ↓ 91.7%
#25

o3 Deep Research
OpenAI

$0.003500
vs Gemini 3.1 Pro: ↑ 118.8%
vs GPT-5.4 Pro: ↓ 85.4%
#26

GPT-5.5
OpenAI

$0.004000
vs Gemini 3.1 Pro: ↑ 150%
vs GPT-5.4 Pro: ↓ 83.3%
#27

o3 Pro
OpenAI

$0.007000 (rounded ~ $0.01)
vs Gemini 3.1 Pro: ↑ 337.5%
vs GPT-5.4 Pro: ↓ 70.8%
#28

GPT-5.2 Pro
OpenAI

$0.009450
vs Gemini 3.1 Pro: ↑ 490.6%
vs GPT-5.4 Pro: ↓ 60.6%
#29

GPT-5.5 Pro
OpenAI

$0.012000 (rounded ~ $0.01)
vs Gemini 3.1 Pro: ↑ 650%
vs GPT-5.4 Pro: ↓ 50%
#30

GPT-5.5 Pro
OpenAI

$0.012000 (rounded ~ $0.01)
vs Gemini 3.1 Pro: ↑ 650%
vs GPT-5.4 Pro: ↓ 50%
✨ 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.

Gemini 3.1 Pro vs GPT-5.4 Pro: Enterprise Multimodal Price

Optimized calculator for specialized AI tasks.

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 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.