Model Comparison - BoostGPT Documentation

Overview

Compare 50+ AI models across 9 providers to find the perfect model for your use case. Filter by speed, cost, reasoning capability, and context window.

Quick Comparison by Use Case

Best Overall Value

Gemini 2.5 Flash - 2 creditsFast, excellent reasoning, 1M context

Fastest Response

Llama 3.1 Instant (Groq) - 1 creditUltra-fast on Groq’s LPU hardware

Best Reasoning

O1 (OpenAI) - 6 creditsDeep analytical thinking

Largest Context

Gemini 2.5 Pro - 3 credits2 million token context window

Most Affordable

GPT-4.1 Nano - 0.5 creditsLowest cost per request

Best for Production

Claude Sonnet 4.5 - 3 creditsBalanced performance and safety

All Models Comparison

OpenAI Models

Model	Credits	Context	Speed	Reasoning	Type	Best For
GPT-5	5	200K	Medium	Exceptional	General	Complex tasks, creative
GPT-5 Mini	3	200K	Fast	Excellent	General	Everyday workhorse
GPT-5 Nano	2	128K	Very Fast	Good	General	High-volume
GPT-5.1	4	200K	Medium	Exceptional	Reasoning	Enhanced reasoning
O1	6	200K	Slow	Exceptional	Reasoning	Deep analysis
O1 Mini	3	128K	Medium	Excellent	Reasoning	Faster reasoning
O3 Mini	3	128K	Medium	Excellent	Reasoning	Next-gen reasoning
GPT-4o	5	128K	Medium	Excellent	General	Specialized tasks
GPT-4o Mini	1	128K	Fast	Good	General	Budget option
GPT-4.1 Nano	0.5	64K	Very Fast	Basic	General	Cheapest option
GPT-4.1 Mini	1	128K	Fast	Good	General	Cost-effective

Google (Gemini) Models

Model	Credits	Context	Speed	Reasoning	Type	Best For
Gemini 3 Pro Preview	5	2M	Medium	Exceptional	Preview	Cutting edge
Gemini 2.5 Pro	3	2M	Slow	Exceptional	General	Long documents
Gemini 2.5 Flash	2	1M	Fast	Excellent	General	Production
Gemini 2.5 Flash Lite	1	1M	Very Fast	Good	General	High-volume
Gemini 2.0 Flash Thinking	3	1M	Medium	Excellent	Reasoning	Analysis

Anthropic (Claude) Models

Model	Credits	Context	Speed	Reasoning	Type	Best For
Claude Opus 4.1	5	200K	Medium	Exceptional	General	Complex analysis
Claude Sonnet 4.5	3	200K	Medium	Excellent	General	Production
Claude Haiku 4.5	4	200K	Fast	Good	General	Fast responses
Claude 3 Opus Extended	6	200K	Slow	Exceptional	Reasoning	Deep thinking

xAI (Grok) Models

Model	Credits	Context	Speed	Reasoning	Type	Best For
Grok 4.1 Fast	2	128K	Fast	Good	General	Real-time apps
Grok 4 Fast	2	128K	Fast	Good	General	Quick responses
Grok 3	2	128K	Medium	Excellent	General	Versatile
Grok 3 Mini	1	64K	Fast	Good	General	Simple tasks
Grok 3 Reasoning	4	128K	Medium	Excellent	Reasoning	Analytical

DeepSeek Models

Model	Credits	Context	Speed	Reasoning	Type	Best For
DeepSeek V3	1	64K	Fast	Good	General	Chat
DeepSeek R1	2	64K	Medium	Excellent	Reasoning	Complex reasoning

Mistral AI Models

Model	Credits	Context	Speed	Reasoning	Type	Best For
Mistral Large	4	128K	Medium	Excellent	General	Complex apps
Mistral Medium	3	32K	Medium	Excellent	General	Balanced use
Mistral Small	1	32K	Fast	Good	General	Cost-effective

Cohere Models

Model	Credits	Context	Speed	Reasoning	Type	Best For
Command R+	5	128K	Medium	Exceptional	General	Enterprise
Command A	5	128K	Medium	Exceptional	General	High-performance
Command R7B	5	128K	Very Fast	Excellent	General	Fast at scale

Groq Models

Model	Credits	Context	Speed	Reasoning	Type	Best For
DeepSeek Llama 70B	2	64K	Fast	Excellent	Reasoning	Efficient reasoning
Llama 3.3 Versatile 70B	3	128K	Fast	Excellent	General	Versatile apps
Llama 3.1 Instant 8B	1	128K	Ultra Fast	Good	General	Real-time
Qwen QWQ 32B	2	32K	Fast	Excellent	Reasoning	Multilingual
Qwen 3 32B	2	32K	Fast	Excellent	General	Instructions
Mistral Saba 24B	2	32K	Fast	Excellent	General	Balanced
LLaMA 4 Maverick 17B	3	128K	Medium	Excellent	General	Advanced tasks
LLaMA 4 Scout 17B	1	128K	Fast	Good	General	Light workloads

Ollama Models (Local)

Model	Credits	Context	Speed	Reasoning	Type	Best For
Llama 3.3 70B	2	128K	Medium	Excellent	Local	Local power
Llama 3.1 405B	4	128K	Slow	Exceptional	Local	Maximum local
Llama 3.1 70B	2	128K	Medium	Excellent	Local	Balanced local
Llama 3.1 8B	1	128K	Fast	Good	Local	Efficient local

Comparison by Category

Best for Speed

Ultra Fast (<1s)

Llama 3.1 Instant (Groq) - 1 credit
GPT-4.1 Nano - 0.5 credits
Gemini 2.5 Flash Lite - 1 credit

Fast (1-2s)

Gemini 2.5 Flash - 2 credits
GPT-5 Mini - 3 credits
Claude Haiku 4.5 - 4 credits
Grok models - 1-2 credits
Groq models - 1-3 credits

Medium (2-5s)

GPT-5 - 5 credits
Claude Sonnet 4.5 - 3 credits
Gemini 2.0 Flash Thinking - 3 credits
Most general-purpose models

Slow (5-10s+)

O1 - 6 credits
Gemini 2.5 Pro - 3 credits
Claude 3 Opus Extended - 6 credits
Reasoning models (worth the wait!)

Best for Cost

Budget (<1 credit)

GPT-4.1 Nano - 0.5 credits

Affordable (1 credit)

GPT-4o Mini - 1 credit
Gemini 2.5 Flash Lite - 1 credit
DeepSeek V3 - 1 credit
Mistral Small - 1 credit
Grok 3 Mini - 1 credit
Llama 3.1 Instant (Groq) - 1 credit
Ollama 8B - 1 credit

Mid-Range (2-3 credits)

Gemini 2.5 Flash - 2 credits (best value!)
GPT-5 Nano - 2 credits
Claude Sonnet 4.5 - 3 credits
GPT-5 Mini - 3 credits
DeepSeek R1 - 2 credits
Groq models - 1-3 credits

Premium (5-6 credits)

O1 - 6 credits
Claude 3 Opus Extended - 6 credits
GPT-5 - 5 credits
Claude Opus 4.1 - 5 credits
Gemini 3 Pro Preview - 5 credits
Cohere models - 5 credits

Best for Context Window

Massive Context (1M-2M tokens)

Gemini 2.5 Pro - 2M tokens (largest!)
Gemini 3 Pro Preview - 2M tokens
Gemini 2.5 Flash - 1M tokens
Gemini 2.5 Flash Lite - 1M tokens

Large Context (128K-200K tokens)

GPT-5 series - 200K tokens
Claude models - 200K tokens
Mistral Large - 128K tokens
Grok models - 128K tokens
Cohere models - 128K tokens
Groq Llama models - 128K tokens
Ollama models - 128K tokens

Standard Context (32K-64K tokens)

DeepSeek models - 64K tokens
Mistral Small/Medium - 32K tokens
Groq Qwen/Mistral - 32K tokens

Best for Reasoning

Exceptional Reasoning

O1 - 6 credits (deepest thinking)
Claude 3 Opus Extended - 6 credits
GPT-5.1 - 4 credits
GPT-5 - 5 credits
Claude Opus 4.1 - 5 credits
Gemini 2.5 Pro - 3 credits

Excellent Reasoning

O1 Mini - 3 credits
O3 Mini - 3 credits
Gemini 2.5 Flash - 2 credits
Gemini 2.0 Flash Thinking - 3 credits
Claude Sonnet 4.5 - 3 credits
GPT-5 Mini - 3 credits
DeepSeek R1 - 2 credits
Grok 3 Reasoning - 4 credits
Most Groq models - 1-3 credits

Good Reasoning

GPT-4o Mini - 1 credit
Gemini 2.5 Flash Lite - 1 credit
DeepSeek V3 - 1 credit
Claude Haiku 4.5 - 4 credits
Mistral Small - 1 credit
Grok 3 Mini - 1 credit

Use Case Recommendations

Customer Support Chatbots

Recommended:

Gemini 2.5 Flash (2 credits) - Best balance
Claude Sonnet 4.5 (3 credits) - Safety-focused
GPT-5 Mini (3 credits) - General purpose

Budget Option:

Gemini 2.5 Flash Lite (1 credit)
GPT-4o Mini (1 credit)

Code Analysis & Debugging

Recommended:

O1 Mini (3 credits) - Fast reasoning
DeepSeek R1 (2 credits) - Cost-effective
Gemini 2.0 Flash Thinking (3 credits)

Premium:

O1 (6 credits) - Most thorough

Content Generation

Recommended:

GPT-5 (5 credits) - Most creative
Claude Opus 4.1 (5 credits) - Nuanced writing
GPT-5 Mini (3 credits) - Balanced

Budget Option:

Gemini 2.5 Flash (2 credits)

Long Document Analysis

Recommended:

Gemini 2.5 Pro (3 credits) - 2M context!
Gemini 2.5 Flash (2 credits) - 1M context

Alternative:

GPT-5 (5 credits) - 200K context

Real-Time Applications

Recommended:

Llama 3.1 Instant (Groq) (1 credit) - Ultra-fast
Gemini 2.5 Flash Lite (1 credit)
GPT-4.1 Nano (0.5 credits)

High-Volume Production

Recommended:

Gemini 2.5 Flash Lite (1 credit)
DeepSeek V3 (1 credit)
Mistral Small (1 credit)
Groq models (1-3 credits) - Very fast

Privacy-Sensitive Applications

Recommended:

Ollama models (local, no API calls)
Use BYOK with any provider

Provider Comparison

Provider	Models	Avg Cost	Speed	Strength
OpenAI	11	1-6 credits	Fast-Slow	Most comprehensive
Google	5	1-5 credits	Fast-Slow	Largest context (2M)
Anthropic	4	3-6 credits	Medium-Slow	Safety & nuance
Groq	8	1-3 credits	Ultra Fast	Speed champion
DeepSeek	2	1-2 credits	Fast-Medium	Best value reasoning
Ollama	4	1-4 credits	Fast-Slow	Local/private
xAI	5	1-4 credits	Fast-Medium	Real-time knowledge
Mistral	3	1-4 credits	Fast-Medium	Open & efficient
Cohere	3	5 credits	Fast-Medium	Enterprise-grade

Decision Tree

Need reasoning? 
├─ Yes → Budget?
│  ├─ Premium → O1 (6 credits)
│  └─ Budget → DeepSeek R1 (2 credits)
└─ No → Need speed?
   ├─ Ultra-fast → Llama 3.1 Instant (1 credit)
   └─ Balanced → Need long context?
      ├─ Yes → Gemini 2.5 Pro (3 credits, 2M context)
      └─ No → Gemini 2.5 Flash (2 credits) ⭐ Best Overall

Next Steps

Provider Overview

Detailed provider information

Reasoning Models

Deep dive into reasoning

Bring Your Own Keys

Use your own API keys

Get Started

Build your first bot

Getting Started

Choose Your Path

Providers & Models

​Overview

​Quick Comparison by Use Case

Best Overall Value

Fastest Response

Best Reasoning

Largest Context

Most Affordable

Best for Production

​All Models Comparison

​OpenAI Models

​Google (Gemini) Models

​Anthropic (Claude) Models

​xAI (Grok) Models

​DeepSeek Models

​Mistral AI Models

​Cohere Models

​Groq Models

​Ollama Models (Local)

​Comparison by Category

​Best for Speed

​Best for Cost

​Best for Context Window

​Best for Reasoning

​Use Case Recommendations

​Customer Support Chatbots

​Code Analysis & Debugging

​Content Generation

​Long Document Analysis

​Real-Time Applications

​High-Volume Production

​Privacy-Sensitive Applications

​Provider Comparison

​Decision Tree

​Next Steps

Provider Overview

Reasoning Models

Bring Your Own Keys

Get Started

Overview

Quick Comparison by Use Case

All Models Comparison

OpenAI Models

Google (Gemini) Models

Anthropic (Claude) Models

xAI (Grok) Models

DeepSeek Models

Mistral AI Models

Cohere Models

Groq Models

Ollama Models (Local)

Comparison by Category

Best for Speed

Best for Cost

Best for Context Window

Best for Reasoning

Use Case Recommendations

Customer Support Chatbots

Code Analysis & Debugging

Content Generation

Long Document Analysis

Real-Time Applications

High-Volume Production

Privacy-Sensitive Applications

Provider Comparison

Decision Tree

Next Steps