Curated, high-demand model matchups — each comparison includes direct input/output token pricing, per-request unit economics, monthly budget projections, and breakeven volume analysis.
Pick any two frontier or budget models to calculate live price deltas, input/output cost divergence, and context capacity.
Ultimate frontier battle: OpenAI GPT-5.6 Sol ($5/$30) vs Anthropic Claude Opus 5 ($5/$25) for deep multi-hour reasoning.
Long-context giants: OpenAI Sol ($5/$30) with 1M tokens vs Google Gemini 3.1 Pro ($2/$12) with 2M tokens.
Creative & reasoning pinnacle: Sol's high throughput ($5/$30) vs Claude Fable 5 ($10/$50).
2.4T parameter MoE challenger: Alibaba Qwen 3.8 Max ($2/$6) vs OpenAI GPT-5.6 Sol ($5/$30).
400B open MoE vs OpenAI balanced flagship: Llama 4 Maverick ($0.45/$1.25) vs GPT-5.6 Terra ($2/$12).
Extreme context window showdown: Llama 4 Scout (10 Million tokens) vs Gemini 3.1 Pro (2 Million tokens).
Ultimate frontier battle: OpenAI GPT-5.6 Sol ($5/$30) vs Anthropic Claude Opus 5 ($5/$25) for deep multi-hour reasoning.
Long-context giants: OpenAI Sol ($5/$30) with 1M tokens vs Google Gemini 3.1 Pro ($2/$12) with 2M tokens.
Creative & reasoning pinnacle: Sol's high throughput ($5/$30) vs Claude Fable 5 ($10/$50).
2.4T parameter MoE challenger: Alibaba Qwen 3.8 Max ($2/$6) vs OpenAI GPT-5.6 Sol ($5/$30).
400B open MoE vs OpenAI balanced flagship: Llama 4 Maverick ($0.45/$1.25) vs GPT-5.6 Terra ($2/$12).
Extreme context window showdown: Llama 4 Scout (10 Million tokens) vs Gemini 3.1 Pro (2 Million tokens).
Enterprise agentic RAG: Cohere Command A+ ($2.50/$10) vs OpenAI GPT-5.6 Sol ($5/$30).
AWS Bedrock native flagship: Amazon Nova Premier ($2/$8) vs OpenAI GPT-5.6 Sol ($5/$30).
The production defaults: OpenAI GPT-5.6 Terra ($2/$12) vs Claude Sonnet 5 ($2/$10) with 1M context.
Balanced price/perf: GPT-5.6 Terra ($2/$12) vs Google Gemini 3.6 Flash ($1.50/$7.50).
Disruptive low pricing: DeepSeek V4 Pro ($1.32/$3.96) vs Claude Sonnet 5 ($2/$10).
xAI Colossus power: Grok 4.6 ($2/$6) vs OpenAI GPT-5.6 Terra ($2/$12).
European open flagship: Mistral Large 3 ($0.50/$1.50) vs Claude Sonnet 5 ($2/$10).
Massive context faceoff: MiniMax-01 (4M tokens) vs Google Gemini 3.1 Pro (2M tokens).
Mamba SSM hybrid architecture: AI21 Jamba 1.5 Large vs Claude Sonnet 5.
Hybrid reasoning vs deep chain-of-thought: Claude 3.7 Sonnet ($3/$15) vs OpenAI o3-pro ($20/$80).
STEM thinking duel: Claude 3.7 Sonnet ($3/$15) vs OpenAI o3-mini ($1.10/$4.40).
Affordable reasoning champions: DeepSeek R1 ($0.55/$2.19) vs OpenAI o3-mini ($1.10/$4.40).
Open reasoning showdown: Alibaba QwQ 32B ($0.40/$1.20) vs DeepSeek R1 ($0.55/$2.19).
Web-grounded search reasoning vs open weights thinking: Sonar Reasoning Pro vs DeepSeek R1.
Sub-second hybrid reasoning: Gemini 3.7 Flash ($1.50/$6) vs Claude 3.7 Sonnet ($3/$15).
Wafer-scale vs LPU inference: Cerebras 3,000 t/s ($0.35/$0.75) vs Groq LPU 250 t/s ($0.20/$0.60).
Fast inference shootout: Groq LPU Llama 3.3 70B (300 t/s) vs Together AI serverless.
FireOptimizer vs custom LPU: Fireworks AI ($0.12/$0.36) vs Groq ($0.11/$0.34).
Sub-dollar volume battle: GPT-5.6 Luna ($0.20/$1.20) vs Gemini 3.5 Flash-Lite ($0.30/$2.50).
Cheapest 1M context models: DeepSeek V4 Flash ($0.44/$1.32) vs GPT-5.6 Luna ($0.20/$1.20).
Ultra-low cost volume kings: DeepSeek V3 at $0.14/$0.28 vs GPT-4o mini at $0.15/$0.60.
Sub-second speed showdown: Gemini 2.0 Flash at $0.10/$0.40 vs GPT-4o mini at $0.15/$0.60.
Compact SLM battle: Microsoft Phi-4 14B ($0.10/$0.30) vs OpenAI GPT-5.4 nano ($0.20/$1.25).
The coding specialist duel: Qwen 2.5 Coder 32B ($0.20/$0.60) vs Mistral Codestral 2501 ($0.30/$0.90).
Dedicated agentic coding vs general flagship: OpenAI Codex ($1.75/$14) vs Claude Sonnet 5 ($2/$10).
IDE code generation: Grok Build 0.1 ($1/$2) vs Qwen 2.5 Coder 32B ($0.20/$0.60).