Cost to Build Autonomous DevOps Agent with Grok Code Fast 1

Grok Code Fast 1 vs GPT-5.5 Pro
Complete Comparison: 270,000 input tokens × 81,000 output tokens
Comparison Mode
⚡ 40% Cached

Complete comparison of pricing, performance, and capabilities for 2 leading AI models with 40% Cached.

⚡ Caching Optimized (up to 90% savings) 📊 Batch API
Comparison Criteria Grok Code Fast 1
xAI
GPT-5.5 Pro
OpenAI
Calculation Results (Current Inputs) (40% cached)
Input Tokens 270,000 270,000
Output Tokens 81,000 81,000
Cost Breakdown
Input Cost $0.013500 (rounded ~ $0.01)Best $2.025000 (rounded ~ $2.03)Worst
Output Cost $0.030375Best $3.645000 (rounded ~ $3.65)Worst
Unit Cost (Audio/OCR) $0.000000 $0.000000
Service Fees $0.000000 $0.000000
Total Cost $0.039015 Best Value $5.670000 Most Expensive
Processing Time 8 minutes, 56.71 seconds Fastest 18 minutes, 24.80 seconds Slowest
Tokens per Second 700Fastest 340Slowest
Time to First Token 110ms Best 260ms Worst
Cost per 1K tokens $0.000111Best $0.016154 (rounded ~ $0.02)Worst
Tokens per Dollar 8,996,540Best Value 61,905Worst Value
Cost per 1 Million Tokens (Informational)
Input Cost / 1M (Base) $0.050000Best $7.500000Worst
Output Cost / 1M (Base) $0.375000 (rounded ~ $0.38)Best $45.000000Worst
Input Cost / 1M (Optimized) $0.025000 (rounded ~ $0.03)Best
Optimizations: 50.0% batch
$3.750000Worst
Optimizations: 50.0% batch
Output Cost / 1M (Optimized) $0.187500 (rounded ~ $0.19)Best
Optimizations: 50.0% batch
$22.500000Worst
Optimizations: 50.0% batch
Capabilities & Advanced Features
Images Support ✗ Not Supported ✓ Supported
Caching Support
40
✓ Supported ✗ Not Supported requested
Batch API Support ✓ Supported ✓ Supported
Tool Usage Support ✓ Supported ✓ Supported
Scroll horizontally to see all data

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First Model

2

Second Model

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All other parameters will be preserved from the current comparison.

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ℹ️ Bulk Calculation: Total volume exceeds single-request limit of 256,000 tokens. Budgeting mode active.

Select AI Model

Grok Code Fast 1
xAIMax Context: 256,000 tokens
$0.2 / $1.5 per 1M tokens
▼
▼
Use Batch API (50% discount)
40%
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

$0.039015 Total Cost
$0.008100 Input Cost
$0.030375 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
351,000Total Tokens
$0.000111Cost per 1K
8,996,540Tokens per $
📊 Advanced Cost Breakdown

Processing Speed

8m 56s Processing Time
700 Tokens/Second
110ms Time to First Token
654 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.

Grok Code Fast 1 xAI

$0.039015
Total Cost
⚠️ Bulk Calculation: Total volume exceeds single-request limit of 256,000 tokens. Budgeting mode active.
⚡ 40% Cached 📊 Batch API 🔧 Tools
👁️
Vision/Images
✗ Not 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) $0.043875 (rounded ~ $0.04) Input: $0.013500 (rounded ~ $0.01)
Output: $0.030375
Optimized Cost $0.039015 Input: $0.013500 (rounded ~ $0.01)
Output: $0.030375
Unit: $0.000000
Fees: $0.000000
Total Savings $0.004860 11.1% discount

Advanced Cost Breakdown (from Plugin)

📊 Batch API
50.0% off
Asynchronous processing discount

Detailed Cost Analysis (from Plugin)

For 270,000 input tokens and 81,000 output tokens:

  • Input Cost: $0.013500 (rounded ~ $0.01)
  • Output Cost: $0.030375
  • Total Cost: $0.039015
  • Cost per 1K tokens: $0.000111
  • Tokens per dollar: 8,996,540 tokens
  • Context Window: 256000 tokens

Speed & Performance Analysis

With a processing speed of 700 tokens per second and 110ms time to first token:

  • Processing Time: 8 minutes, 56.71 seconds
  • Latency: 110 milliseconds to first token
  • Base Throughput: 700 tokens/second
  • Effective Throughput: 654 tokens/second (temperature-adjusted)

Best Use Cases

Automated CI/CDBug Fixing Agents

Want this applied to YOUR actual stack?

This calculator shows the math for Grok Code Fast 1. 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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GPT-5.5 Pro OpenAI 1000000

$5.670000
Total Cost
⚡ 40% Cached 📊 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
✗ Not Available

💰 Total Cost Calculation (from Plugin)

Base Cost (No Optimizations) $5.670000 Input: $2.025000 (rounded ~ $2.03)
Output: $3.645000 (rounded ~ $3.65)
Optimized Cost $5.670000 Input: $2.025000 (rounded ~ $2.03)
Output: $3.645000 (rounded ~ $3.65)
Unit: $0.000000
Fees: $0.000000

Advanced Cost Breakdown (from Plugin)

📊 Batch API
50.0% off
Asynchronous processing discount

Detailed Cost Analysis (from Plugin)

For 270,000 input tokens and 81,000 output tokens:

  • Input Cost: $2.025000 (rounded ~ $2.03)
  • Output Cost: $3.645000 (rounded ~ $3.65)
  • Total Cost: $5.670000
  • Cost per 1K tokens: $0.016154 (rounded ~ $0.02)
  • Tokens per dollar: 61,905 tokens
  • Context Window: 1000000 tokens

Speed & Performance Analysis

With a processing speed of 340 tokens per second and 260ms time to first token:

  • Processing Time: 18 minutes, 24.80 seconds
  • Latency: 260 milliseconds to first token
  • Base Throughput: 340 tokens/second
  • Effective Throughput: 318 tokens/second (temperature-adjusted)

Best Use Cases

Automated CI/CDBug Fixing Agents

Want this applied to YOUR actual stack?

This calculator shows the math for GPT-5.5 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 Grok Code Fast 1
📋 Active Input Parameters
Input Tokens: 270,000
Output Tokens: 81,000
Batch API: Enabled (50% discount)
Cached Tokens: 40%
Tools: Enabled
Rank AI Model & Provider Total Cost vs Grok Code Fast 1 vs GPT-5.5 Pro
🏆 Gemini 3.1 Flash Lite
Google
 $0.041175 (rounded ~ $0.04) Best Value ↑ 5.5% more ↓ 99.3% cheaper
🥈 Gemini 2.5 Flash
Google
 $0.063585 (rounded ~ $0.06) ↑ 63% more ↓ 98.9% cheaper
🥉 Grok 4.3
xAI
 $0.104625 (rounded ~ $0.10) ↑ 168.2% more ↓ 98.2% cheaper
#4 GPT-5.4 mini
OpenAI
 $0.123525 (rounded ~ $0.12) ↑ 216.6% more ↓ 97.8% cheaper
#5 Claude Haiku 4.5
Anthropic
 $0.144450 (rounded ~ $0.14) ↑ 270.2% more ↓ 97.5% cheaper
#6 Grok 4.20 Beta
xAI
 $0.207900 (rounded ~ $0.21) ↑ 432.9% more ↓ 96.3% cheaper
#7 Gemini 3.5 Flash
Google
 $0.247050 (rounded ~ $0.25) ↑ 533.2% more ↓ 95.6% cheaper
#8 Gemini 3.1 Flash
Google
 $0.329400 ↑ 744.3% more ↓ 94.2% cheaper
#9 Claude Sonnet 4.6
Anthropic
 $0.433350 (rounded ~ $0.43) ↑ 1010.7% more ↓ 92.4% cheaper
#10 Claude Opus 4.7
Anthropic
 $0.722250 (rounded ~ $0.72) ↑ 1751.2% more ↓ 87.3% cheaper
#11 Claude Opus 4.8
Anthropic
 $0.722250 (rounded ~ $0.72) ↑ 1751.2% more ↓ 87.3% cheaper
#12 Claude Opus 4.6
Anthropic
 $0.722250 (rounded ~ $0.72) ↑ 1751.2% more ↓ 87.3% cheaper
#13 Gemini 2.5 Pro
Google
 $0.823500 (rounded ~ $0.82) ↑ 2010.7% more ↓ 85.5% cheaper
#14 GPT-5.5 Instant
OpenAI
 $0.823500 (rounded ~ $0.82) ↑ 2010.7% more ↓ 85.5% cheaper
#15 Gemini 3.1 Pro
Google
 $1.074600 (rounded ~ $1.07) ↑ 2654.3% more ↓ 81% cheaper
#16 GPT-5.4
OpenAI
 $1.343250 (rounded ~ $1.34) ↑ 3342.9% more ↓ 76.3% cheaper
#17 GPT-5.4 Thinking
OpenAI
 $1.343250 (rounded ~ $1.34) ↑ 3342.9% more ↓ 76.3% cheaper
#18 GPT-5.5
OpenAI
 $2.686500 (rounded ~ $2.69) ↑ 6785.8% more ↓ 52.6% cheaper
#19 GPT-5.5
OpenAI
 $2.686500 (rounded ~ $2.69) ↑ 6785.8% more ↓ 52.6% cheaper
🏆

Gemini 3.1 Flash Lite
Google

$0.041175 (rounded ~ $0.04)
vs Grok Code Fast 1: ↑ 5.5%
vs GPT-5.5 Pro: ↓ 99.3%
🥈

Gemini 2.5 Flash
Google

$0.063585 (rounded ~ $0.06)
vs Grok Code Fast 1: ↑ 63%
vs GPT-5.5 Pro: ↓ 98.9%
🥉

Grok 4.3
xAI

$0.104625 (rounded ~ $0.10)
vs Grok Code Fast 1: ↑ 168.2%
vs GPT-5.5 Pro: ↓ 98.2%
#4

GPT-5.4 mini
OpenAI

$0.123525 (rounded ~ $0.12)
vs Grok Code Fast 1: ↑ 216.6%
vs GPT-5.5 Pro: ↓ 97.8%
#5

Claude Haiku 4.5
Anthropic

$0.144450 (rounded ~ $0.14)
vs Grok Code Fast 1: ↑ 270.2%
vs GPT-5.5 Pro: ↓ 97.5%
#6

Grok 4.20 Beta
xAI

$0.207900 (rounded ~ $0.21)
vs Grok Code Fast 1: ↑ 432.9%
vs GPT-5.5 Pro: ↓ 96.3%
#7

Gemini 3.5 Flash
Google

$0.247050 (rounded ~ $0.25)
vs Grok Code Fast 1: ↑ 533.2%
vs GPT-5.5 Pro: ↓ 95.6%
#8

Gemini 3.1 Flash
Google

$0.329400
vs Grok Code Fast 1: ↑ 744.3%
vs GPT-5.5 Pro: ↓ 94.2%
#9

Claude Sonnet 4.6
Anthropic

$0.433350 (rounded ~ $0.43)
vs Grok Code Fast 1: ↑ 1010.7%
vs GPT-5.5 Pro: ↓ 92.4%
#10

Claude Opus 4.7
Anthropic

$0.722250 (rounded ~ $0.72)
vs Grok Code Fast 1: ↑ 1751.2%
vs GPT-5.5 Pro: ↓ 87.3%
#11

Claude Opus 4.8
Anthropic

$0.722250 (rounded ~ $0.72)
vs Grok Code Fast 1: ↑ 1751.2%
vs GPT-5.5 Pro: ↓ 87.3%
#12

Claude Opus 4.6
Anthropic

$0.722250 (rounded ~ $0.72)
vs Grok Code Fast 1: ↑ 1751.2%
vs GPT-5.5 Pro: ↓ 87.3%
#13

Gemini 2.5 Pro
Google

$0.823500 (rounded ~ $0.82)
vs Grok Code Fast 1: ↑ 2010.7%
vs GPT-5.5 Pro: ↓ 85.5%
#14

GPT-5.5 Instant
OpenAI

$0.823500 (rounded ~ $0.82)
vs Grok Code Fast 1: ↑ 2010.7%
vs GPT-5.5 Pro: ↓ 85.5%
#15

Gemini 3.1 Pro
Google

$1.074600 (rounded ~ $1.07)
vs Grok Code Fast 1: ↑ 2654.3%
vs GPT-5.5 Pro: ↓ 81%
#16

GPT-5.4
OpenAI

$1.343250 (rounded ~ $1.34)
vs Grok Code Fast 1: ↑ 3342.9%
vs GPT-5.5 Pro: ↓ 76.3%
#17

GPT-5.4 Thinking
OpenAI

$1.343250 (rounded ~ $1.34)
vs Grok Code Fast 1: ↑ 3342.9%
vs GPT-5.5 Pro: ↓ 76.3%
#18

GPT-5.5
OpenAI

$2.686500 (rounded ~ $2.69)
vs Grok Code Fast 1: ↑ 6785.8%
vs GPT-5.5 Pro: ↓ 52.6%
#19

GPT-5.5
OpenAI

$2.686500 (rounded ~ $2.69)
vs Grok Code Fast 1: ↑ 6785.8%
vs GPT-5.5 Pro: ↓ 52.6%
✨ 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.

2026 SOTA Cost-Performance Analysis

Detailed ROI and operational expense planning for ‘Cost to Build Autonomous DevOps Agent with Grok Code Fast 1’. Based on the latest April 2026 frontier model pricing updates.

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 does prompt caching work?
Caching discounts vary by provider: Google and OpenAI offer 90% discounts on cached input tokens. Anthropic uses write (1.25x) and read (0.10x) multipliers. Savings are applied to the token portion only, not unit-based fees.
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.