2026 LLM API Pricing, Provider Arbitrage & FinOps Benchmark Directory

GPT-4o Mini Pricing ($0.15 / $0.60 per 1M) 1K–50K DAU SaaS bill & $0.075 cache reads → Claude 3.7 Sonnet (Extended Thinking) Pricing $3.00 / $15.00 per 1M + reasoning token multiplier → Gemini 2.0 Flash Pricing ($0.10 / $0.40 per 1M) 1M context window high-speed RAG economics → Claude 3.7 Sonnet vs Gemini 2.5 Pro ($3 vs $1.25/1M) Save 55% on 1M-context frontier coding workloads → DeepSeek R1 vs OpenAI o1 ($0.55 vs $15.00/1M) Cut frontier reasoning token spend by 96% → Amazon Bedrock Nova Pro vs Gemini 1.5 Pro AWS Bedrock vs Google Vertex AI enterprise RAG → AI Coding Assistant Unit Economics (2026) Claude Sonnet vs Qwen 2.5 Coder 32B vs DeepSeek V3 → Qwen 2.5 72B Instruct Cloud GPU Pricing Compare cheapest providers & vLLM self-host break-even → Claude Sonnet 4 vs Claude 3.7 Sonnet Audit 2026 Anthropic generation upgrade & cache parity → 📚 Browse All 198 LLM Cost & Router Benchmarks 115 Comparisons · 61 Model Calculators · 22 FinOps Guides →

Claude Sonnet 4 ($3.00 / $15.00 per 1M) Cheapest Host: Anthropic Direct · 10K DAU: $81,000/mo → Claude 3.7 Sonnet ($3.00 / $15.00 per 1M) Cheapest Host: Anthropic Direct · 10K DAU: $81,000/mo → Claude 3.7 Sonnet (Extended Thinking) ($3.00 / $15.00 per 1M) Cheapest Host: Anthropic Direct · 10K DAU: $81,000/mo → Claude 3.5 Sonnet (v2) ($3.00 / $15.00 per 1M) Cheapest Host: Anthropic Direct · 10K DAU: $81,000/mo → Claude 3.5 Haiku ($0.80 / $4.00 per 1M) Cheapest Host: Anthropic Direct · 10K DAU: $21,600/mo → Claude 3 Opus (Legacy High-Cost) ($15.00 / $75.00 per 1M) Cheapest Host: Anthropic Direct · 10K DAU: $405,000/mo → GPT-4o ($2.50 / $10.00 per 1M) Cheapest Host: OpenAI Direct · 10K DAU: $60,300/mo → GPT-4o Mini ($0.15 / $0.60 per 1M) Cheapest Host: OpenAI Direct · 10K DAU: $3,618/mo → OpenAI o3 (Frontier Reasoning) ($2.00 / $8.00 per 1M) Cheapest Host: OpenAI Direct · 10K DAU: $48,240/mo → OpenAI o3-mini ($1.10 / $4.40 per 1M) Cheapest Host: OpenAI Direct · 10K DAU: $26,532/mo → OpenAI o1 (Frontier Reasoning) ($15.00 / $60.00 per 1M) Cheapest Host: OpenAI Direct · 10K DAU: $361,800/mo → GPT-4.5 Preview (Cost Trap Alert) ($75.00 / $150.00 per 1M) Cheapest Host: OpenAI Direct · 10K DAU: $1,377,000/mo → GPT-4 Turbo (Legacy) ($10.00 / $30.00 per 1M) Cheapest Host: OpenAI Direct · 10K DAU: $212,400/mo → DeepSeek V3 (0324) ($0.24 / $0.79 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $5,299/mo → DeepSeek R1 (671B Reasoning) ($0.50 / $2.15 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $12,492/mo → DeepSeek R1 Distill Llama 70B ($0.23 / $0.69 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $4,885/mo → DeepSeek R1 Distill Qwen 32B ($0.12 / $0.18 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $2,030/mo → Gemini 2.5 Pro ($1.25 / $10.00 per 1M) Cheapest Host: Google Vertex / AI Studio · 10K DAU: $44,550/mo → Gemini 2.5 Flash ($0.30 / $2.50 per 1M) Cheapest Host: Google Vertex / AI Studio · 10K DAU: $10,980/mo → Gemini 2.0 Flash ($0.10 / $0.40 per 1M) Cheapest Host: Google Vertex / AI Studio · 10K DAU: $2,412/mo → Gemini 2.0 Flash-Lite ($0.075 / $0.30 per 1M) Cheapest Host: Google Vertex / AI Studio · 10K DAU: $1,809/mo → Gemini 1.5 Pro (2M Context) ($1.25 / $5.00 per 1M) Cheapest Host: Google Vertex / AI Studio · 10K DAU: $30,150/mo → Gemini 1.5 Flash ($0.075 / $0.30 per 1M) Cheapest Host: Google Vertex / AI Studio · 10K DAU: $1,809/mo → Llama 3.3 70B Instruct ($0.12 / $0.30 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $2,376/mo → Llama 3.1 405B Instruct ($0.80 / $0.80 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $12,384/mo → Llama 3.1 8B Instruct ($0.03 / $0.05 per 1M) Cheapest Host: DeepInfra (Ultra-Low Cost) · 10K DAU: $522.00/mo → Llama 3.2 90B Vision Instruct ($0.35 / $0.40 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $5,562/mo → Llama 3.2 11B Vision Instruct ($0.049 / $0.049 per 1M) Cheapest Host: DeepInfra · 10K DAU: $759.00/mo → Llama 3.2 3B Instruct (Edge/Router) ($0.015 / $0.025 per 1M) Cheapest Host: DeepInfra · 10K DAU: $261.00/mo → Qwen QwQ-32B (Reasoning) ($0.12 / $0.18 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $2,030/mo → Qwen 2.5 72B Instruct ($0.12 / $0.39 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $2,635/mo → Qwen 2.5 Coder 32B Instruct ($0.07 / $0.16 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $1,343/mo → Qwen 2.5 7B Instruct ($0.04 / $0.10 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $792.00/mo → Qwen Turbo (1M Context) ($0.05 / $0.20 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $1,206/mo → Mistral Large 2 (2411) ($2.00 / $6.00 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $42,480/mo → Mistral Small 3.1 24B Instruct ($0.05 / $0.10 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $918.00/mo → Mistral Codestral 2501 ($0.30 / $0.90 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $6,372/mo → Ministral 8B ($0.10 / $0.10 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $1,548/mo → xAI Grok 2 (1212) ($2.00 / $10.00 per 1M) Cheapest Host: OpenRouter · 10K DAU: $54,000/mo → xAI Grok 2 Vision ($2.00 / $10.00 per 1M) Cheapest Host: OpenRouter · 10K DAU: $54,000/mo → Cohere Command A (Enterprise RAG) ($2.50 / $10.00 per 1M) Cheapest Host: OpenRouter · 10K DAU: $60,300/mo → Cohere Command R+ (08-2024) ($2.50 / $10.00 per 1M) Cheapest Host: OpenRouter · 10K DAU: $60,300/mo → Cohere Command R7B (Fast RAG) ($0.037 / $0.15 per 1M) Cheapest Host: OpenRouter · 10K DAU: $905.00/mo → Amazon Nova Pro v1 ($0.80 / $3.20 per 1M) Cheapest Host: OpenRouter / Bedrock · 10K DAU: $19,296/mo → Amazon Nova Lite v1 ($0.06 / $0.24 per 1M) Cheapest Host: OpenRouter / Bedrock · 10K DAU: $1,447/mo → Amazon Nova Micro v1 ($0.035 / $0.14 per 1M) Cheapest Host: OpenRouter / Bedrock · 10K DAU: $844.00/mo → Microsoft Phi-4 (14B Dense) ($0.06 / $0.14 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $1,159/mo → NVIDIA Nemotron 70B Instruct ($0.12 / $0.30 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $2,376/mo → Google Gemma 3 27B Instruct ($0.10 / $0.20 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $1,836/mo → Perplexity Sonar Reasoning Pro ($2.00 / $8.00 per 1M) Cheapest Host: OpenRouter · 10K DAU: $48,240/mo → GPT-4 32k (Deprecated Legacy) ($60.00 / $120.00 per 1M) Cheapest Host: OpenAI Legacy · 10K DAU: $1,101,600/mo → OpenAI o1-mini ($1.10 / $4.40 per 1M) Cheapest Host: OpenAI Direct · 10K DAU: $26,532/mo → GPT-4.1 (1M Context Frontier) ($2.00 / $8.00 per 1M) Cheapest Host: OpenAI Direct · 10K DAU: $48,240/mo → GPT-4.1 Mini (75% Cache Discount) ($0.40 / $1.60 per 1M) Cheapest Host: OpenAI Direct · 10K DAU: $9,648/mo → GPT-4.1 Nano (Ultra-Fast Router) ($0.10 / $0.40 per 1M) Cheapest Host: OpenAI Direct · 10K DAU: $2,412/mo → Claude 3 Haiku ($0.25 / $1.25 per 1M) Cheapest Host: Anthropic Direct · 10K DAU: $6,750/mo → Llama 4 Maverick (17B-128E MoE) ($0.19 / $0.49 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $3,805/mo → Llama 4 Scout (10M Context MoE) ($0.08 / $0.30 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $1,872/mo → Qwen 2.5 Max (Frontier MoE) ($1.60 / $6.40 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $38,592/mo → Mistral Pixtral Large (124B Vision) ($2.00 / $6.00 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $42,480/mo → DeepSeek R1 Distill Llama 8B ($0.04 / $0.04 per 1M) Cheapest Host: DigitalOcean GPU Droplets ($200 Free Credit) · 10K DAU: $619.00/mo →

Claude 3.7 Sonnet vs DeepSeek V3 (0324) ($3.00 vs $0.24/1M) DeepSeek V3 (0324) saves 94% ($75,701/mo @ 10K DAU) → GPT-4o vs Gemini 2.5 Pro ($2.50 vs $1.25/1M) Gemini 2.5 Pro saves 21% ($15,750/mo @ 10K DAU) → DeepSeek R1 (671B Reasoning) vs OpenAI o3-mini ($0.50 vs $1.10/1M) DeepSeek R1 (671B Reasoning) saves 53% ($14,040/mo @ 10K DAU) → Claude 3.7 Sonnet vs GPT-4o ($3.00 vs $2.50/1M) GPT-4o saves 27% ($20,700/mo @ 10K DAU) → Claude 3.7 Sonnet vs Gemini 2.5 Pro ($3.00 vs $1.25/1M) Gemini 2.5 Pro saves 43% ($36,450/mo @ 10K DAU) → GPT-4.1 (1M Context Frontier) vs Claude 3.7 Sonnet ($2.00 vs $3.00/1M) GPT-4.1 (1M Context Frontier) saves 42% ($32,760/mo @ 10K DAU) → GPT-4.1 (1M Context Frontier) vs GPT-4o ($2.00 vs $2.50/1M) GPT-4.1 (1M Context Frontier) saves 20% ($12,060/mo @ 10K DAU) → GPT-4.1 Mini (75% Cache Discount) vs GPT-4o Mini ($0.40 vs $0.15/1M) GPT-4o Mini saves 63% ($6,030/mo @ 10K DAU) → GPT-4.1 Nano (Ultra-Fast Router) vs Gemini 2.0 Flash-Lite ($0.10 vs $0.075/1M) Gemini 2.0 Flash-Lite saves 25% ($603.00/mo @ 10K DAU) → DeepSeek V3 (0324) vs GPT-4o ($0.24 vs $2.50/1M) DeepSeek V3 (0324) saves 91% ($55,001/mo @ 10K DAU) → DeepSeek R1 (671B Reasoning) vs OpenAI o1 (Frontier Reasoning) ($0.50 vs $15.00/1M) DeepSeek R1 (671B Reasoning) saves 97% ($349,308/mo @ 10K DAU) → DeepSeek R1 (671B Reasoning) vs Claude 3.7 Sonnet (Extended Thinking) ($0.50 vs $3.00/1M) DeepSeek R1 (671B Reasoning) saves 85% ($68,508/mo @ 10K DAU) → DeepSeek R1 (671B Reasoning) vs Qwen QwQ-32B (Reasoning) ($0.50 vs $0.12/1M) Qwen QwQ-32B (Reasoning) saves 85% ($10,462/mo @ 10K DAU) → DeepSeek R1 Distill Llama 70B vs OpenAI o3-mini ($0.23 vs $1.10/1M) DeepSeek R1 Distill Llama 70B saves 82% ($21,647/mo @ 10K DAU) → DeepSeek R1 Distill Qwen 32B vs Qwen QwQ-32B (Reasoning) ($0.12 vs $0.12/1M) DeepSeek R1 Distill Qwen 32B saves 0% ($0.0000/mo @ 10K DAU) → Llama 4 Maverick (17B-128E MoE) vs DeepSeek V3 (0324) ($0.19 vs $0.24/1M) Llama 4 Maverick (17B-128E MoE) saves 30% ($1,494/mo @ 10K DAU) → Llama 4 Maverick (17B-128E MoE) vs GPT-4o ($0.19 vs $2.50/1M) Llama 4 Maverick (17B-128E MoE) saves 94% ($56,495/mo @ 10K DAU) → Llama 4 Scout (10M Context MoE) vs Gemini 2.0 Flash ($0.08 vs $0.10/1M) Llama 4 Scout (10M Context MoE) saves 23% ($540.00/mo @ 10K DAU) → Llama 3.3 70B Instruct vs Llama 4 Maverick (17B-128E MoE) ($0.12 vs $0.19/1M) Llama 3.3 70B Instruct saves 38% ($1,429/mo @ 10K DAU) → Llama 3.3 70B Instruct vs Qwen 2.5 72B Instruct ($0.12 vs $0.12/1M) Llama 3.3 70B Instruct saves 12% ($259.00/mo @ 10K DAU) → Llama 3.3 70B Instruct vs GPT-4o Mini ($0.12 vs $0.15/1M) Llama 3.3 70B Instruct saves 37% ($1,242/mo @ 10K DAU) → Gemini 2.0 Flash vs GPT-4o Mini ($0.10 vs $0.15/1M) Gemini 2.0 Flash saves 33% ($1,206/mo @ 10K DAU) → Gemini 2.0 Flash vs Claude 3.5 Haiku ($0.10 vs $0.80/1M) Gemini 2.0 Flash saves 89% ($19,188/mo @ 10K DAU) → Claude 3.5 Haiku vs GPT-4o Mini ($0.80 vs $0.15/1M) GPT-4o Mini saves 84% ($17,982/mo @ 10K DAU) → Claude 3.7 Sonnet vs Claude 3.5 Sonnet (v2) ($3.00 vs $3.00/1M) Claude 3.7 Sonnet saves 0% ($0.0000/mo @ 10K DAU) → Claude 3 Opus (Legacy High-Cost) vs Claude 3.7 Sonnet ($15.00 vs $3.00/1M) Claude 3.7 Sonnet saves 80% ($324,000/mo @ 10K DAU) → GPT-4.5 Preview (Cost Trap Alert) vs GPT-4.1 (1M Context Frontier) ($75.00 vs $2.00/1M) GPT-4.1 (1M Context Frontier) saves 96% ($1,328,760/mo @ 10K DAU) → Qwen 2.5 Coder 32B Instruct vs Mistral Codestral 2501 ($0.07 vs $0.30/1M) Qwen 2.5 Coder 32B Instruct saves 79% ($5,029/mo @ 10K DAU) → Qwen 2.5 Coder 32B Instruct vs Claude 3.7 Sonnet ($0.07 vs $3.00/1M) Qwen 2.5 Coder 32B Instruct saves 98% ($79,657/mo @ 10K DAU) → Mistral Large 2 (2411) vs GPT-4o ($2.00 vs $2.50/1M) Mistral Large 2 (2411) saves 31% ($17,820/mo @ 10K DAU) → Mistral Small 3.1 24B Instruct vs Gemini 2.0 Flash ($0.05 vs $0.10/1M) Mistral Small 3.1 24B Instruct saves 64% ($1,494/mo @ 10K DAU) → xAI Grok 2 (1212) vs GPT-4o ($2.00 vs $2.50/1M) xAI Grok 2 (1212) saves 9% ($6,300/mo @ 10K DAU) → Cohere Command A (Enterprise RAG) vs GPT-4o ($2.50 vs $2.50/1M) Cohere Command A (Enterprise RAG) saves 0% ($0.0000/mo @ 10K DAU) → Amazon Nova Pro v1 vs Gemini 1.5 Pro (2M Context) ($0.80 vs $1.25/1M) Amazon Nova Pro v1 saves 36% ($10,854/mo @ 10K DAU) → Perplexity Sonar Reasoning Pro vs DeepSeek R1 (671B Reasoning) ($2.00 vs $0.50/1M) DeepSeek R1 (671B Reasoning) saves 74% ($35,748/mo @ 10K DAU) → GPT-4.1 (1M Context Frontier) vs Gemini 2.5 Pro ($2.00 vs $1.25/1M) Gemini 2.5 Pro saves 2% ($3,690/mo @ 10K DAU) → GPT-4.1 (1M Context Frontier) vs DeepSeek V3 (0324) ($2.00 vs $0.24/1M) DeepSeek V3 (0324) saves 89% ($42,941/mo @ 10K DAU) → GPT-4.1 Mini (75% Cache Discount) vs Gemini 2.0 Flash ($0.40 vs $0.10/1M) Gemini 2.0 Flash saves 75% ($7,236/mo @ 10K DAU) → GPT-4.1 Mini (75% Cache Discount) vs Claude 3.5 Haiku ($0.40 vs $0.80/1M) GPT-4.1 Mini (75% Cache Discount) saves 56% ($11,952/mo @ 10K DAU) → GPT-4.1 Mini (75% Cache Discount) vs DeepSeek V3 (0324) ($0.40 vs $0.24/1M) DeepSeek V3 (0324) saves 46% ($4,349/mo @ 10K DAU) → GPT-4.1 Nano (Ultra-Fast Router) vs GPT-4o Mini ($0.10 vs $0.15/1M) GPT-4.1 Nano (Ultra-Fast Router) saves 33% ($1,206/mo @ 10K DAU) → Claude 3.7 Sonnet vs OpenAI o3-mini ($3.00 vs $1.10/1M) OpenAI o3-mini saves 68% ($54,468/mo @ 10K DAU) → Claude 3.7 Sonnet vs Llama 4 Maverick (17B-128E MoE) ($3.00 vs $0.19/1M) Llama 4 Maverick (17B-128E MoE) saves 96% ($77,195/mo @ 10K DAU) → Claude 3.5 Sonnet (v2) vs DeepSeek V3 (0324) ($3.00 vs $0.24/1M) DeepSeek V3 (0324) saves 94% ($75,701/mo @ 10K DAU) → Claude 3.5 Sonnet (v2) vs GPT-4o ($3.00 vs $2.50/1M) GPT-4o saves 27% ($20,700/mo @ 10K DAU) → Gemini 2.5 Pro vs DeepSeek R1 (671B Reasoning) ($1.25 vs $0.50/1M) DeepSeek R1 (671B Reasoning) saves 73% ($32,058/mo @ 10K DAU) → Gemini 2.5 Pro vs OpenAI o3-mini ($1.25 vs $1.10/1M) OpenAI o3-mini saves 44% ($18,018/mo @ 10K DAU) → Gemini 2.0 Flash vs DeepSeek V3 (0324) ($0.10 vs $0.24/1M) Gemini 2.0 Flash saves 54% ($2,887/mo @ 10K DAU) → DeepSeek R1 Distill Llama 70B vs DeepSeek R1 (671B Reasoning) ($0.23 vs $0.50/1M) DeepSeek R1 Distill Llama 70B saves 62% ($7,607/mo @ 10K DAU) → DeepSeek R1 Distill Llama 70B vs Qwen QwQ-32B (Reasoning) ($0.23 vs $0.12/1M) Qwen QwQ-32B (Reasoning) saves 61% ($2,855/mo @ 10K DAU) → DeepSeek R1 Distill Qwen 32B vs OpenAI o3-mini ($0.12 vs $1.10/1M) DeepSeek R1 Distill Qwen 32B saves 93% ($24,502/mo @ 10K DAU) → Llama 4 Maverick (17B-128E MoE) vs Llama 4 Scout (10M Context MoE) ($0.19 vs $0.08/1M) Llama 4 Scout (10M Context MoE) saves 49% ($1,933/mo @ 10K DAU) → Llama 4 Scout (10M Context MoE) vs GPT-4o Mini ($0.08 vs $0.15/1M) Llama 4 Scout (10M Context MoE) saves 49% ($1,746/mo @ 10K DAU) → Qwen 2.5 72B Instruct vs DeepSeek V3 (0324) ($0.12 vs $0.24/1M) Qwen 2.5 72B Instruct saves 50% ($2,664/mo @ 10K DAU) → Qwen 2.5 Max (Frontier MoE) vs GPT-4o ($1.60 vs $2.50/1M) Qwen 2.5 Max (Frontier MoE) saves 36% ($21,708/mo @ 10K DAU) → NVIDIA Nemotron 70B Instruct vs Llama 3.3 70B Instruct ($0.12 vs $0.12/1M) NVIDIA Nemotron 70B Instruct saves 0% ($0.0000/mo @ 10K DAU) → Microsoft Phi-4 (14B Dense) vs Llama 3.1 8B Instruct ($0.06 vs $0.03/1M) Llama 3.1 8B Instruct saves 56% ($637.00/mo @ 10K DAU) → Google Gemma 3 27B Instruct vs Mistral Small 3.1 24B Instruct ($0.10 vs $0.05/1M) Mistral Small 3.1 24B Instruct saves 50% ($918.00/mo @ 10K DAU) → Amazon Nova Lite v1 vs Gemini 2.0 Flash-Lite ($0.06 vs $0.075/1M) Amazon Nova Lite v1 saves 20% ($362.00/mo @ 10K DAU) → OpenAI o1 (Frontier Reasoning) vs OpenAI o3-mini ($15.00 vs $1.10/1M) OpenAI o3-mini saves 93% ($335,268/mo @ 10K DAU) → GPT-4 Turbo (Legacy) vs GPT-4.1 (1M Context Frontier) ($10.00 vs $2.00/1M) GPT-4.1 (1M Context Frontier) saves 77% ($164,160/mo @ 10K DAU) → Claude 3 Haiku vs Claude 3.5 Haiku ($0.25 vs $0.80/1M) Claude 3 Haiku saves 69% ($14,850/mo @ 10K DAU) → Cohere Command R+ (08-2024) vs Cohere Command A (Enterprise RAG) ($2.50 vs $2.50/1M) Cohere Command R+ (08-2024) saves 0% ($0.0000/mo @ 10K DAU) → Mistral Codestral 2501 vs Claude 3.5 Haiku ($0.30 vs $0.80/1M) Mistral Codestral 2501 saves 72% ($15,228/mo @ 10K DAU) → DeepSeek R1 Distill Llama 8B vs Llama 3.1 8B Instruct ($0.04 vs $0.03/1M) Llama 3.1 8B Instruct saves 12% ($97.00/mo @ 10K DAU) → DeepSeek R1 Distill Llama 70B vs DeepSeek R1 Distill Qwen 32B ($0.23 vs $0.12/1M) DeepSeek R1 Distill Qwen 32B saves 61% ($2,855/mo @ 10K DAU) → DeepSeek R1 Distill Llama 70B vs Llama 3.3 70B Instruct ($0.23 vs $0.12/1M) Llama 3.3 70B Instruct saves 52% ($2,509/mo @ 10K DAU) → DeepSeek R1 Distill Qwen 32B vs DeepSeek R1 (671B Reasoning) ($0.12 vs $0.50/1M) DeepSeek R1 Distill Qwen 32B saves 85% ($10,462/mo @ 10K DAU) → DeepSeek R1 Distill Qwen 32B vs Qwen 2.5 Coder 32B Instruct ($0.12 vs $0.07/1M) Qwen 2.5 Coder 32B Instruct saves 31% ($688.00/mo @ 10K DAU) → DeepSeek R1 Distill Llama 70B vs Claude 3.7 Sonnet ($0.23 vs $3.00/1M) DeepSeek R1 Distill Llama 70B saves 94% ($76,115/mo @ 10K DAU) → DeepSeek R1 Distill Llama 70B vs Gemini 2.5 Pro ($0.23 vs $1.25/1M) DeepSeek R1 Distill Llama 70B saves 90% ($39,665/mo @ 10K DAU) → Llama 4 Maverick (17B-128E MoE) vs Gemini 2.5 Pro ($0.19 vs $1.25/1M) Llama 4 Maverick (17B-128E MoE) saves 92% ($40,745/mo @ 10K DAU) → Llama 4 Maverick (17B-128E MoE) vs Qwen 2.5 72B Instruct ($0.19 vs $0.12/1M) Qwen 2.5 72B Instruct saves 29% ($1,170/mo @ 10K DAU) → Llama 4 Maverick (17B-128E MoE) vs DeepSeek R1 (671B Reasoning) ($0.19 vs $0.50/1M) Llama 4 Maverick (17B-128E MoE) saves 71% ($8,687/mo @ 10K DAU) → Llama 4 Maverick (17B-128E MoE) vs GPT-4.1 (1M Context Frontier) ($0.19 vs $2.00/1M) Llama 4 Maverick (17B-128E MoE) saves 92% ($44,435/mo @ 10K DAU) → Llama 4 Scout (10M Context MoE) vs DeepSeek V3 (0324) ($0.08 vs $0.24/1M) Llama 4 Scout (10M Context MoE) saves 64% ($3,427/mo @ 10K DAU) → Llama 4 Scout (10M Context MoE) vs Claude 3.5 Haiku ($0.08 vs $0.80/1M) Llama 4 Scout (10M Context MoE) saves 92% ($19,728/mo @ 10K DAU) → Llama 4 Scout (10M Context MoE) vs Llama 3.3 70B Instruct ($0.08 vs $0.12/1M) Llama 4 Scout (10M Context MoE) saves 18% ($504.00/mo @ 10K DAU) → Gemini 2.5 Pro vs DeepSeek V3 (0324) ($1.25 vs $0.24/1M) DeepSeek V3 (0324) saves 89% ($39,251/mo @ 10K DAU) → Gemini 2.0 Flash vs Gemini 2.0 Flash-Lite ($0.10 vs $0.075/1M) Gemini 2.0 Flash-Lite saves 25% ($603.00/mo @ 10K DAU) → Gemini 2.0 Flash vs Gemini 1.5 Flash ($0.10 vs $0.075/1M) Gemini 1.5 Flash saves 25% ($603.00/mo @ 10K DAU) → Gemini 2.5 Pro vs Gemini 1.5 Pro (2M Context) ($1.25 vs $1.25/1M) Gemini 1.5 Pro (2M Context) saves 36% ($14,400/mo @ 10K DAU) → Gemini 2.0 Flash-Lite vs GPT-4o Mini ($0.075 vs $0.15/1M) Gemini 2.0 Flash-Lite saves 50% ($1,809/mo @ 10K DAU) → DeepSeek R1 (671B Reasoning) vs DeepSeek V3 (0324) ($0.50 vs $0.24/1M) DeepSeek V3 (0324) saves 59% ($7,193/mo @ 10K DAU) → DeepSeek R1 (671B Reasoning) vs Claude 3.7 Sonnet ($0.50 vs $3.00/1M) DeepSeek R1 (671B Reasoning) saves 85% ($68,508/mo @ 10K DAU) → DeepSeek R1 (671B Reasoning) vs GPT-4o ($0.50 vs $2.50/1M) DeepSeek R1 (671B Reasoning) saves 79% ($47,808/mo @ 10K DAU) → DeepSeek R1 (671B Reasoning) vs GPT-4.1 (1M Context Frontier) ($0.50 vs $2.00/1M) DeepSeek R1 (671B Reasoning) saves 74% ($35,748/mo @ 10K DAU) → DeepSeek V3 (0324) vs Claude 3.5 Haiku ($0.24 vs $0.80/1M) DeepSeek V3 (0324) saves 76% ($16,301/mo @ 10K DAU) → DeepSeek V3 (0324) vs Qwen 2.5 Coder 32B Instruct ($0.24 vs $0.07/1M) Qwen 2.5 Coder 32B Instruct saves 75% ($3,956/mo @ 10K DAU) → Qwen QwQ-32B (Reasoning) vs OpenAI o3-mini ($0.12 vs $1.10/1M) Qwen QwQ-32B (Reasoning) saves 93% ($24,502/mo @ 10K DAU) → Qwen QwQ-32B (Reasoning) vs Claude 3.7 Sonnet ($0.12 vs $3.00/1M) Qwen QwQ-32B (Reasoning) saves 98% ($78,970/mo @ 10K DAU) → Qwen 2.5 Coder 32B Instruct vs DeepSeek R1 (671B Reasoning) ($0.07 vs $0.50/1M) Qwen 2.5 Coder 32B Instruct saves 90% ($11,149/mo @ 10K DAU) → Qwen 2.5 Coder 32B Instruct vs GPT-4.1 (1M Context Frontier) ($0.07 vs $2.00/1M) Qwen 2.5 Coder 32B Instruct saves 97% ($46,897/mo @ 10K DAU) → Qwen 2.5 Max (Frontier MoE) vs DeepSeek V3 (0324) ($1.60 vs $0.24/1M) DeepSeek V3 (0324) saves 87% ($33,293/mo @ 10K DAU) → Qwen 2.5 Max (Frontier MoE) vs Claude 3.7 Sonnet ($1.60 vs $3.00/1M) Qwen 2.5 Max (Frontier MoE) saves 53% ($42,408/mo @ 10K DAU) → Mistral Pixtral Large (124B Vision) vs GPT-4o ($2.00 vs $2.50/1M) Mistral Pixtral Large (124B Vision) saves 31% ($17,820/mo @ 10K DAU) → xAI Grok 2 Vision vs Llama 3.2 90B Vision Instruct ($2.00 vs $0.35/1M) Llama 3.2 90B Vision Instruct saves 91% ($48,438/mo @ 10K DAU) → Llama 3.1 405B Instruct vs Llama 4 Maverick (17B-128E MoE) ($0.80 vs $0.19/1M) Llama 4 Maverick (17B-128E MoE) saves 67% ($8,579/mo @ 10K DAU) → OpenAI o3-mini vs OpenAI o1-mini ($1.10 vs $1.10/1M) OpenAI o3-mini saves 0% ($0.0000/mo @ 10K DAU) → Amazon Nova Pro v1 vs GPT-4o Mini ($0.80 vs $0.15/1M) GPT-4o Mini saves 81% ($15,678/mo @ 10K DAU) → Claude Sonnet 4 vs Claude 3.7 Sonnet ($3.00 vs $3.00/1M) Claude Sonnet 4 saves 0% ($0.0000/mo @ 10K DAU) → Claude Sonnet 4 vs GPT-4.1 (1M Context Frontier) ($3.00 vs $2.00/1M) GPT-4.1 (1M Context Frontier) saves 42% ($32,760/mo @ 10K DAU) → Claude Sonnet 4 vs GPT-4o ($3.00 vs $2.50/1M) GPT-4o saves 27% ($20,700/mo @ 10K DAU) → Claude Sonnet 4 vs DeepSeek R1 (671B Reasoning) ($3.00 vs $0.50/1M) DeepSeek R1 (671B Reasoning) saves 85% ($68,508/mo @ 10K DAU) → Claude Sonnet 4 vs DeepSeek V3 (0324) ($3.00 vs $0.24/1M) DeepSeek V3 (0324) saves 94% ($75,701/mo @ 10K DAU) → Claude Sonnet 4 vs Gemini 2.5 Pro ($3.00 vs $1.25/1M) Gemini 2.5 Pro saves 43% ($36,450/mo @ 10K DAU) → OpenAI o3 (Frontier Reasoning) vs DeepSeek R1 (671B Reasoning) ($2.00 vs $0.50/1M) DeepSeek R1 (671B Reasoning) saves 74% ($35,748/mo @ 10K DAU) → OpenAI o3 (Frontier Reasoning) vs OpenAI o3-mini ($2.00 vs $1.10/1M) OpenAI o3-mini saves 45% ($21,708/mo @ 10K DAU) → OpenAI o3 (Frontier Reasoning) vs OpenAI o1 (Frontier Reasoning) ($2.00 vs $15.00/1M) OpenAI o3 (Frontier Reasoning) saves 87% ($313,560/mo @ 10K DAU) → OpenAI o3 (Frontier Reasoning) vs Claude 3.7 Sonnet (Extended Thinking) ($2.00 vs $3.00/1M) OpenAI o3 (Frontier Reasoning) saves 42% ($32,760/mo @ 10K DAU) → OpenAI o3 (Frontier Reasoning) vs Claude Sonnet 4 ($2.00 vs $3.00/1M) OpenAI o3 (Frontier Reasoning) saves 42% ($32,760/mo @ 10K DAU) → Gemini 2.5 Flash vs Gemini 2.0 Flash ($0.30 vs $0.10/1M) Gemini 2.0 Flash saves 79% ($8,568/mo @ 10K DAU) → Gemini 2.5 Flash vs GPT-4o Mini ($0.30 vs $0.15/1M) GPT-4o Mini saves 69% ($7,362/mo @ 10K DAU) → Gemini 2.5 Flash vs GPT-4.1 Mini (75% Cache Discount) ($0.30 vs $0.40/1M) GPT-4.1 Mini (75% Cache Discount) saves 18% ($1,332/mo @ 10K DAU) → Gemini 2.5 Flash vs Claude 3.5 Haiku ($0.30 vs $0.80/1M) Gemini 2.5 Flash saves 47% ($10,620/mo @ 10K DAU) →

Prompt Caching Cost Calculator: Anthropic vs OpenAI vs DeepSeek (2026) Prompt Caching FinOps · prompt caching cost calculator anthropic vs openai → Zero-Dependency SDK Fallback Routing vs LiteLLM & OpenRouter JSON (2026 Guide) Smart Routing & Security · openrouter fallback routing vs litellm config generator → Self-Hosted GPU (vLLM / H100 / A100) vs Serverless LLM API Break-Even Calculator Infrastructure Break-Even · self hosted llm vs api cost calculator vllm h100 break even → AI SaaS Gross Margin Calculator: Stress-Testing $20/mo Seat Pricing Against Power Users SaaS Unit Economics · ai saas gross margin calculator per seat token cost → DeepSeek V3 & R1 Off-Peak UTC Window Calculator (50%–75% Batch API Savings) Off-Peak Arbitrage · deepseek off peak hours utc discount calculator → Autonomous AI Agent Loop Cost Calculator: Modeling 10–30 Turn Context Bloat Agentic FinOps · ai agent token cost calculator multi turn context window bloat → AWS Bedrock vs OpenRouter vs Direct Anthropic/OpenAI API Pricing (2026 FinOps Audit) Cloud Gateway Arbitrage · aws bedrock vs openrouter pricing comparison 2026 → OpenAI Batch API vs Anthropic Message Batches: 50% Discount FinOps Calculator Batch Processing FinOps · openai batch api vs anthropic batch pricing calculator 50% off → RAG FinOps Calculator: Stuffing 128K Long Context vs Top-K Hybrid Reranking RAG Architecture FinOps · rag cost calculator long context vs vector search reranking → AI Coding SaaS Unit Economics: Claude 3.7 Sonnet vs Qwen 2.5 Coder 32B vs DeepSeek V3 Coding SaaS FinOps · ai coding assistant cost calculator claude sonnet vs qwen coder → Reasoning Model Hidden Token Multiplier: o3-mini vs DeepSeek R1 vs QwQ-32B Cost Calculator Reasoning FinOps · reasoning tokens cost calculator o3 mini vs deepseek r1 vs qwq 32b → Fastest LLM Inference Providers (2026): Groq vs Cerebras vs Fireworks AI vs SambaNova Latency & Speed Benchmarks · fastest llm api provider tokens per second groq vs cerebras vs fireworks → Zero Data Retention (ZDR) & HIPAA/SOC2 LLM API Provider Pricing Directory (2026) Enterprise Compliance FinOps · zero data retention llm api providers hipaa soc2 pricing → LLM API Deprecation Tracker & Migration Calculator (2026 Sunset Dates & Replacements) Deprecation & Migration · openai anthropic model deprecation schedule 2026 replacement calculator → The 2026 CFO & CTO AI FinOps Audit Checklist: 7 Levers to Cut LLM API Spend by 65% Executive FinOps Playbook · ai finops audit checklist reduce llm api costs → LiteLLM 1.107.0 Supply-Chain Alternative: 40-Line Zero-Dependency Native fetch() LLM Router Supply-Chain Security & Routing · litellm supply chain compromise alternative zero dependency llm router → OpenRouter vs DeepInfra vs Fireworks AI vs Together AI: 2026 Serverless LLM Pricing Audit Inference Provider Arbitrage · openrouter vs deepinfra vs fireworks ai pricing comparison 2026 → Cursor, Windsurf & Cline BYOK API Key Cost Calculator: Claude 3.7 Sonnet vs DeepSeek V3 AI Coding IDE FinOps · cline cursor api cost calculator claude 3.7 sonnet vs deepseek v3 → DeepSeek R1 Reasoning Model Cloud Pricing & Cheapest Providers (2026 Benchmark) Reasoning Cloud Arbitrage · deepseek r1 reasoning model cloud pricing and cheapest providers → DeepSeek V3 (0324) Cloud Pricing & Cheapest Serverless API Providers (2026) Open-Weight Cloud Pricing · deepseek v3 cloud pricing and cheapest providers → Llama 4 Maverick & Scout Cloud Pricing & Cheapest Inference Providers (2026) Open-Weight Cloud Pricing · llama 4 maverick scout cloud pricing and cheapest providers → Qwen QwQ-32B & Qwen 2.5 Coder 32B Cloud Pricing & Cheapest Providers (2026) Reasoning & Coding Cloud Pricing · qwen qwq 32b coder cloud pricing and cheapest providers →