o3 Deep Research vs Sonar Deep Research

o3 Deep Research vs Sonar Deep Research
Complete Comparison: 50,000 input tokens × 50,000 output tokens
Comparison Mode

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

Comparison Criteria o3 Deep Research
OpenAI
Sonar Deep Research
Perplexity
Calculation Results (Current Inputs)
Input Tokens 50,000 50,000
Output Tokens 50,000 50,000
Cost Breakdown
Input Cost $0.500000Worst $0.100000Best
Output Cost $2.000000Worst $0.400000Best
Unit Cost (Audio/OCR) $0.000000 $0.000000
Service Fees $0.000000 $0.000000
Total Cost $2.500000 Most Expensive $0.500000 Best Value
Processing Time 21 minutes, 27.68 seconds Slowest 8 minutes, 35.18 seconds Fastest
Tokens per Second 80Slowest 200Fastest
Time to First Token 450ms Worst 300ms Best
Cost per 1K tokens $0.025000 (rounded ~ $0.03)Worst $0.005000 (rounded ~ $0.01)Best
Tokens per Dollar 40,000Worst Value 200,000Best Value
Cost per 1 Million Tokens (Informational)
Input Cost / 1M (Base) $10.000000Worst $2.000000Best
Output Cost / 1M (Base) $40.000000Worst $8.000000Best
Input Cost / 1M (Optimized) $10.000000Worst
Optimizations: No optimizations applied
$2.000000Best
Optimizations: No optimizations applied
Output Cost / 1M (Optimized) $40.000000Worst
Optimizations: No optimizations applied
$8.000000Best
Optimizations: No optimizations applied
Capabilities & Advanced Features
Images Support ✓ Supported ✗ Not Supported
Caching Support ✓ Supported ✗ Not Supported
Batch API Support ✓ Supported ✗ Not Supported
Tool Usage Support ✓ Supported ✓ Supported
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Select AI Model

o3 Deep Research
OpenAIMax Context: 200,000 tokens
$10 / $40 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.

Calculate Token Costs

$2.500000 Total Cost
$0.500000 Input Cost
$2.000000 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
100,000Total Tokens
$0.025000Cost per 1K
40,000Tokens per $
📊 Advanced Cost Breakdown

Processing Speed

21m 27s Processing Time
80 Tokens/Second
450ms Time to First Token
78 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.

o3 Deep Research OpenAI

$2.500000
Total Cost
👁️
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) $2.500000 Input: $0.500000
Output: $2.000000
Optimized Cost $2.500000 Input: $0.500000
Output: $2.000000
Unit: $0.000000
Fees: $0.000000

Detailed Cost Analysis (from Plugin)

For 50,000 input tokens and 50,000 output tokens:

  • Input Cost: $0.500000
  • Output Cost: $2.000000
  • Total Cost: $2.500000
  • Cost per 1K tokens: $0.025000 (rounded ~ $0.03)
  • Tokens per dollar: 40,000 tokens
  • Context Window: 200000 tokens

Speed & Performance Analysis

With a processing speed of 80 tokens per second and 450ms time to first token:

  • Processing Time: 21 minutes, 27.68 seconds
  • Latency: 450 milliseconds to first token
  • Base Throughput: 80 tokens/second
  • Effective Throughput: 78 tokens/second (temperature-adjusted)

Best Use Cases

Academic ThesesMarket Intelligence

Want this applied to YOUR actual stack?

This calculator shows the math for o3 Deep Research. 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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Sonar Deep Research Perplexity 1000000

$0.500000
Total Cost
👁️
Vision/Images
✗ Not Available
🎧
Audio Processing
✗ Not Available
🎥
Video Analysis
✗ Not Available
🔧
Tool Usage
✓ Available
📄
OCR Support
✗ Not Available
📊
Batch API
✗ Not Available
⚡
Caching
✗ Not Available

💰 Total Cost Calculation (from Plugin)

Base Cost (No Optimizations) $0.500000 Input: $0.100000
Output: $0.400000
Optimized Cost $0.500000 Input: $0.100000
Output: $0.400000
Unit: $0.000000
Fees: $0.000000

Detailed Cost Analysis (from Plugin)

For 50,000 input tokens and 50,000 output tokens:

  • Input Cost: $0.100000
  • Output Cost: $0.400000
  • Total Cost: $0.500000
  • Cost per 1K tokens: $0.005000 (rounded ~ $0.01)
  • Tokens per dollar: 200,000 tokens
  • Context Window: 1000000 tokens

Speed & Performance Analysis

With a processing speed of 200 tokens per second and 300ms time to first token:

  • Processing Time: 8 minutes, 35.18 seconds
  • Latency: 300 milliseconds to first token
  • Base Throughput: 200 tokens/second
  • Effective Throughput: 194 tokens/second (temperature-adjusted)

Best Use Cases

Academic ThesesMarket Intelligence

Want this applied to YOUR actual stack?

This calculator shows the math for Sonar Deep Research. 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 o3 Deep Research
📋 Active Input Parameters
Input Tokens: 50,000
Output Tokens: 50,000
Rank AI Model & Provider Total Cost vs o3 Deep Research vs Sonar Deep Research
🏆 DeepSeek V4 Flash
DeepSeek
 $0.017500 (rounded ~ $0.02) Best Value ↓ 99.3% cheaper ↓ 96.5% cheaper
🥈 Llama 4 Scout
Meta AI
 $0.019000 (rounded ~ $0.02) ↓ 99.2% cheaper ↓ 96.2% cheaper
🥉 Mistral Small 3
Mistral AI
 $0.020000 ↓ 99.2% cheaper ↓ 96% cheaper
#4 Devstral Small 2
Mistral AI
 $0.020000 ↓ 99.2% cheaper ↓ 96% cheaper
#5 Llama 4 Maverick (400B)
Meta AI
 $0.037500 (rounded ~ $0.04) ↓ 98.5% cheaper ↓ 92.5% cheaper
#6 Nemotron 3 Super
Mistral AI
 $0.056000 (rounded ~ $0.06) ↓ 97.8% cheaper ↓ 88.8% cheaper
#7 Devstral 2
Mistral AI
 $0.065000 (rounded ~ $0.07) ↓ 97.4% cheaper ↓ 87% cheaper
#8 DeepSeek V4 Pro
DeepSeek
 $0.065250 (rounded ~ $0.07) ↓ 97.4% cheaper ↓ 87% cheaper
#9 Grok Code Fast 1
xAI
 $0.085000 (rounded ~ $0.09) ↓ 96.6% cheaper ↓ 83% cheaper
#10 Gemini 3.1 Flash Lite
Google
 $0.087500 (rounded ~ $0.09) ↓ 96.5% cheaper ↓ 82.5% cheaper
#11 Llama 3.3 70B
Meta AI
 $0.090000 ↓ 96.4% cheaper ↓ 82% cheaper
#12 Mistral Large 3
Mistral AI
 $0.100000 ↓ 96% cheaper ↓ 80% cheaper
#13 Gemini 2.5 Flash
Google
 $0.140000 ↓ 94.4% cheaper ↓ 72% cheaper
#14 Gemini 3.1 Flash
Google
 $0.175000 (rounded ~ $0.18) ↓ 93% cheaper ↓ 65% cheaper
#15 Kimi K2.5
Moonshot AI
 $0.180000 ↓ 92.8% cheaper ↓ 64% cheaper
#16 Grok 4.3
xAI
 $0.187500 (rounded ~ $0.19) ↓ 92.5% cheaper ↓ 62.5% cheaper
#17 Kimi K2.6
Moonshot AI
 $0.247500 (rounded ~ $0.25) ↓ 90.1% cheaper ↓ 50.5% cheaper
#18 o4-mini Deep Research
OpenAI
 $0.250000 ↓ 90% cheaper ↓ 50% cheaper
#19 GPT-5.4 mini
OpenAI
 $0.262500 (rounded ~ $0.26) ↓ 89.5% cheaper ↓ 47.5% cheaper
#20 o4-mini
OpenAI
 $0.275000 (rounded ~ $0.28) ↓ 89% cheaper ↓ 45% cheaper
#21 Claude Haiku 4.5
Anthropic
 $0.300000 ↓ 88% cheaper ↓ 40% cheaper
#22 Magistral Medium
Mistral AI
 $0.350000 ↓ 86% cheaper ↓ 30% cheaper
#23 Grok 4.20 Beta
xAI
 $0.400000 ↓ 84% cheaper ↓ 20% cheaper
#24 Sonar Deep Research
Perplexity
 $0.500000 ↓ 80% cheaper Same price
#25 Gemini 3.5 Flash
Google
 $0.525000 (rounded ~ $0.53) ↓ 79% cheaper ↑ 5% more
#26 Gemini 2.5 Pro
Google
 $0.562500 (rounded ~ $0.56) ↓ 77.5% cheaper ↑ 12.5% more
#27 Gemini 3.1 Pro
Google
 $0.700000 ↓ 72% cheaper ↑ 40% more
#28 GPT-5.3 Codex Spark
OpenAI
 $0.787500 (rounded ~ $0.79) ↓ 68.5% cheaper ↑ 57.5% more
#29 GPT-5.3 Instant
OpenAI
 $0.787500 (rounded ~ $0.79) ↓ 68.5% cheaper ↑ 57.5% more
#30 GPT-5.4
OpenAI
 $0.875000 (rounded ~ $0.88) ↓ 65% cheaper ↑ 75% more
#31 GPT-5.4 Thinking
OpenAI
 $0.875000 (rounded ~ $0.88) ↓ 65% cheaper ↑ 75% more
#32 Claude Sonnet 4.6
Anthropic
 $0.900000 ↓ 64% cheaper ↑ 80% more
#33 Sonar Pro
Perplexity
 $0.910000 ↓ 63.6% cheaper ↑ 82% more
#34 Claude Opus 4.7
Anthropic
 $1.500000 ↓ 40% cheaper ↑ 200% more
#35 Claude Opus 4.8
Anthropic
 $1.500000 ↓ 40% cheaper ↑ 200% more
#36 Claude Opus 4.6
Anthropic
 $1.500000 ↓ 40% cheaper ↑ 200% more
#37 GPT-5.5
OpenAI
 $1.750000 ↓ 30% cheaper ↑ 250% more
#38 GPT-5.5 Instant
OpenAI
 $1.750000 ↓ 30% cheaper ↑ 250% more
#39 o3 Pro
OpenAI
 $5.000000 ↑ 100% more ↑ 900% more
#40 GPT-5.2 Pro
OpenAI
 $9.450000 ↑ 278% more ↑ 1790% more
#41 GPT-5.5 Pro
OpenAI
 $10.500000 ↑ 320% more ↑ 2000% more
#42 GPT-5.5 Pro
OpenAI
 $10.500000 ↑ 320% more ↑ 2000% more
🏆

DeepSeek V4 Flash
DeepSeek

$0.017500 (rounded ~ $0.02)
vs o3 Deep Research: ↓ 99.3%
vs Sonar Deep Research: ↓ 96.5%
🥈

Llama 4 Scout
Meta AI

$0.019000 (rounded ~ $0.02)
vs o3 Deep Research: ↓ 99.2%
vs Sonar Deep Research: ↓ 96.2%
🥉

Mistral Small 3
Mistral AI

$0.020000
vs o3 Deep Research: ↓ 99.2%
vs Sonar Deep Research: ↓ 96%
#4

Devstral Small 2
Mistral AI

$0.020000
vs o3 Deep Research: ↓ 99.2%
vs Sonar Deep Research: ↓ 96%
#5

Llama 4 Maverick (400B)
Meta AI

$0.037500 (rounded ~ $0.04)
vs o3 Deep Research: ↓ 98.5%
vs Sonar Deep Research: ↓ 92.5%
#6

Nemotron 3 Super
Mistral AI

$0.056000 (rounded ~ $0.06)
vs o3 Deep Research: ↓ 97.8%
vs Sonar Deep Research: ↓ 88.8%
#7

Devstral 2
Mistral AI

$0.065000 (rounded ~ $0.07)
vs o3 Deep Research: ↓ 97.4%
vs Sonar Deep Research: ↓ 87%
#8

DeepSeek V4 Pro
DeepSeek

$0.065250 (rounded ~ $0.07)
vs o3 Deep Research: ↓ 97.4%
vs Sonar Deep Research: ↓ 87%
#9

Grok Code Fast 1
xAI

$0.085000 (rounded ~ $0.09)
vs o3 Deep Research: ↓ 96.6%
vs Sonar Deep Research: ↓ 83%
#10

Gemini 3.1 Flash Lite
Google

$0.087500 (rounded ~ $0.09)
vs o3 Deep Research: ↓ 96.5%
vs Sonar Deep Research: ↓ 82.5%
#11

Llama 3.3 70B
Meta AI

$0.090000
vs o3 Deep Research: ↓ 96.4%
vs Sonar Deep Research: ↓ 82%
#12

Mistral Large 3
Mistral AI

$0.100000
vs o3 Deep Research: ↓ 96%
vs Sonar Deep Research: ↓ 80%
#13

Gemini 2.5 Flash
Google

$0.140000
vs o3 Deep Research: ↓ 94.4%
vs Sonar Deep Research: ↓ 72%
#14

Gemini 3.1 Flash
Google

$0.175000 (rounded ~ $0.18)
vs o3 Deep Research: ↓ 93%
vs Sonar Deep Research: ↓ 65%
#15

Kimi K2.5
Moonshot AI

$0.180000
vs o3 Deep Research: ↓ 92.8%
vs Sonar Deep Research: ↓ 64%
#16

Grok 4.3
xAI

$0.187500 (rounded ~ $0.19)
vs o3 Deep Research: ↓ 92.5%
vs Sonar Deep Research: ↓ 62.5%
#17

Kimi K2.6
Moonshot AI

$0.247500 (rounded ~ $0.25)
vs o3 Deep Research: ↓ 90.1%
vs Sonar Deep Research: ↓ 50.5%
#18

o4-mini Deep Research
OpenAI

$0.250000
vs o3 Deep Research: ↓ 90%
vs Sonar Deep Research: ↓ 50%
#19

GPT-5.4 mini
OpenAI

$0.262500 (rounded ~ $0.26)
vs o3 Deep Research: ↓ 89.5%
vs Sonar Deep Research: ↓ 47.5%
#20

o4-mini
OpenAI

$0.275000 (rounded ~ $0.28)
vs o3 Deep Research: ↓ 89%
vs Sonar Deep Research: ↓ 45%
#21

Claude Haiku 4.5
Anthropic

$0.300000
vs o3 Deep Research: ↓ 88%
vs Sonar Deep Research: ↓ 40%
#22

Magistral Medium
Mistral AI

$0.350000
vs o3 Deep Research: ↓ 86%
vs Sonar Deep Research: ↓ 30%
#23

Grok 4.20 Beta
xAI

$0.400000
vs o3 Deep Research: ↓ 84%
vs Sonar Deep Research: ↓ 20%
#24

Sonar Deep Research
Perplexity

$0.500000
vs o3 Deep Research: ↓ 80%
vs Sonar Deep Research: Same
#25

Gemini 3.5 Flash
Google

$0.525000 (rounded ~ $0.53)
vs o3 Deep Research: ↓ 79%
vs Sonar Deep Research: ↑ 5%
#26

Gemini 2.5 Pro
Google

$0.562500 (rounded ~ $0.56)
vs o3 Deep Research: ↓ 77.5%
vs Sonar Deep Research: ↑ 12.5%
#27

Gemini 3.1 Pro
Google

$0.700000
vs o3 Deep Research: ↓ 72%
vs Sonar Deep Research: ↑ 40%
#28

GPT-5.3 Codex Spark
OpenAI

$0.787500 (rounded ~ $0.79)
vs o3 Deep Research: ↓ 68.5%
vs Sonar Deep Research: ↑ 57.5%
#29

GPT-5.3 Instant
OpenAI

$0.787500 (rounded ~ $0.79)
vs o3 Deep Research: ↓ 68.5%
vs Sonar Deep Research: ↑ 57.5%
#30

GPT-5.4
OpenAI

$0.875000 (rounded ~ $0.88)
vs o3 Deep Research: ↓ 65%
vs Sonar Deep Research: ↑ 75%
#31

GPT-5.4 Thinking
OpenAI

$0.875000 (rounded ~ $0.88)
vs o3 Deep Research: ↓ 65%
vs Sonar Deep Research: ↑ 75%
#32

Claude Sonnet 4.6
Anthropic

$0.900000
vs o3 Deep Research: ↓ 64%
vs Sonar Deep Research: ↑ 80%
#33

Sonar Pro
Perplexity

$0.910000
vs o3 Deep Research: ↓ 63.6%
vs Sonar Deep Research: ↑ 82%
#34

Claude Opus 4.7
Anthropic

$1.500000
vs o3 Deep Research: ↓ 40%
vs Sonar Deep Research: ↑ 200%
#35

Claude Opus 4.8
Anthropic

$1.500000
vs o3 Deep Research: ↓ 40%
vs Sonar Deep Research: ↑ 200%
#36

Claude Opus 4.6
Anthropic

$1.500000
vs o3 Deep Research: ↓ 40%
vs Sonar Deep Research: ↑ 200%
#37

GPT-5.5
OpenAI

$1.750000
vs o3 Deep Research: ↓ 30%
vs Sonar Deep Research: ↑ 250%
#38

GPT-5.5 Instant
OpenAI

$1.750000
vs o3 Deep Research: ↓ 30%
vs Sonar Deep Research: ↑ 250%
#39

o3 Pro
OpenAI

$5.000000
vs o3 Deep Research: ↑ 100%
vs Sonar Deep Research: ↑ 900%
#40

GPT-5.2 Pro
OpenAI

$9.450000
vs o3 Deep Research: ↑ 278%
vs Sonar Deep Research: ↑ 1790%
#41

GPT-5.5 Pro
OpenAI

$10.500000
vs o3 Deep Research: ↑ 320%
vs Sonar Deep Research: ↑ 2000%
#42

GPT-5.5 Pro
OpenAI

$10.500000
vs o3 Deep Research: ↑ 320%
vs Sonar Deep Research: ↑ 2000%
✨ 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.

Verifiability vs Depth

OpenAI’s o3 Deep Research is built for multi-step logical synthesis over 200k tokens. Perplexity’s Sonar Deep Research is optimized for real-time web citations and academic sourcing. o3 is better for creating a 50-page technical thesis, while Sonar is the king of up-to-the-minute market intelligence and social trend analysis.

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.