Model value ranking

Which flagship models give the most tokens for your dollar?

Auto-updated ranking of flagship AI models by bang-for-buck: OpenRouter list pricing, context window, max output tokens and tokens-per-dollar value score.

Qwen: Qwen3.7 Flash 100 Qwen: Qwen3.7 Flash: 100 value score · 18.2M tokens/$ DeepSeek: DeepSeek V4 Flash… 51.2 DeepSeek: DeepSeek V4 Flash 0731: 51.2 value score · 8.9M tokens/$ DeepSeek: DeepSeek V4 Flash… 33 DeepSeek: DeepSeek V4 Flash 0423: 33 value score · 5.7M tokens/$ OpenAI: GPT-5.6 Luna Pro 24.9 OpenAI: GPT-5.6 Luna Pro: 24.9 value score · 4.4M tokens/$ OpenAI: GPT-5.6 Luna Pro (b… 24.9 OpenAI: GPT-5.6 Luna Pro (batch): 24.9 value score · 4.4M tokens/$ OpenAI: GPT-5.6 Luna 24.9 OpenAI: GPT-5.6 Luna: 24.9 value score · 4.4M tokens/$ OpenAI: GPT-5.6 Luna (batch) 24.9 OpenAI: GPT-5.6 Luna (batch): 24.9 value score · 4.4M tokens/$ Z.ai: GLM 5.2 17.7 Z.ai: GLM 5.2: 17.7 value score · 3.2M tokens/$ Google: Gemini 3.5 Flash Li… 13 Google: Gemini 3.5 Flash Lite (batch): 13 value score · 2.4M tokens/$ DeepSeek: DeepSeek V4 Pro 10.6 DeepSeek: DeepSeek V4 Pro: 10.6 value score · 1.8M tokens/$
Top models ranked by value score: tokens-per-dollar combined with context window and max output capacity. List pricing from OpenRouter, not benchmark quality.
RankModelValueTokens/$Input $/1MOutput $/1MBlended $/1MContextMax outputPrice moveRank moveSource
#1 Qwen: Qwen3.7 FlashQwen 100 18.2M $0.03 $0.13 $0.055 1.0M 66k NEW NEW OpenRouter
#2 DeepSeek: DeepSeek V4 Flash 0731Deepseek 51.2 8.9M $0.09 $0.18 $0.1125 1.0M 384k NEW NEW OpenRouter
#3 DeepSeek: DeepSeek V4 Flash 0423Deepseek 33 5.7M $0.14 $0.28 $0.175 1.0M 393k NEW NEW OpenRouter
#4 OpenAI: GPT-5.6 Luna ProOpenai 24.9 4.4M $0.1 $0.6 $0.225 1.1M 128k NEW NEW OpenRouter
#5 OpenAI: GPT-5.6 Luna Pro (batch)Openai 24.9 4.4M $0.1 $0.6 $0.225 1.1M 128k NEW NEW OpenRouter
#6 OpenAI: GPT-5.6 LunaOpenai 24.9 4.4M $0.1 $0.6 $0.225 1.1M 128k NEW NEW OpenRouter
#7 OpenAI: GPT-5.6 Luna (batch)Openai 24.9 4.4M $0.1 $0.6 $0.225 1.1M 128k NEW NEW OpenRouter
#8 Z.ai: GLM 5.2Z Ai 17.7 3.2M $0.2058 $0.6468 $0.3161 1.0M 128k NEW NEW OpenRouter
#9 Google: Gemini 3.5 Flash Lite (batch)Google 13 2.4M $0.15 $1.25 $0.425 1.0M 66k NEW NEW OpenRouter
#10 DeepSeek: DeepSeek V4 ProDeepseek 10.6 1.8M $0.435 $0.87 $0.5437 1.0M 384k NEW NEW OpenRouter
#11 Qwen: Qwen3.7 PlusQwen 10 1.8M $0.32 $1.28 $0.56 1.0M 131k NEW NEW OpenRouter
#12 NVIDIA: Nemotron 3 Ultra (batch)Nvidia 7.4 1.5M $0.3 $1.8 $0.675 512k NEW NEW OpenRouter
#13 Google: Gemini 3.5 Flash LiteGoogle 6.5 1.2M $0.3 $2.5 $0.85 1.0M 66k NEW NEW OpenRouter
#14 Z.ai: GLM 5.2 (batch)Z Ai 4.7 930k $0.7 $2.2 $1.075 512k NEW NEW OpenRouter
#15 SpaceXAI: Grok Build 0.1X Ai 3.9 800k $1 $2 $1.25 256k NEW NEW OpenRouter
#16 MoonshotAI: Kimi K2.7 CodeMoonshotai 3.8 714k $0.7 $3.5 $1.4 262k 262k NEW NEW OpenRouter
#17 NVIDIA: Nemotron 3 UltraNvidia 3.7 741k $0.6 $3.6 $1.35 512k NEW NEW OpenRouter
#18 Google: Gemini 3.6 Flash (batch)Google 3.7 667k $0.75 $3.75 $1.5 1.0M 66k NEW NEW OpenRouter
#19 SpaceXAI: Grok 4.3X Ai 3.3 640k $1.25 $2.5 $1.5625 1.0M NEW NEW OpenRouter
#20 Qwen: Qwen3.8 MaxQwen 1.9 333k $2 $6 $3 1.0M 131k NEW NEW OpenRouter
#21 Google: Gemini 3.6 FlashGoogle 1.8 333k $1.5 $7.5 $3 1.0M 66k NEW NEW OpenRouter
#22 SpaceXAI: Grok 4.5X Ai 1.7 333k $2 $6 $3 500k NEW NEW OpenRouter
#23 Mistral: Mistral Medium 3.5Mistralai 1.6 333k $1.5 $7.5 $3 262k NEW NEW OpenRouter
#24 Anthropic: Claude Sonnet 5Anthropic 1.4 250k $2 $10 $4 1.0M 128k NEW NEW OpenRouter
#25 Claude Opus 5 (batch)Anthropic 1.1 200k $2.5 $12.5 $5 1.0M 128k NEW NEW OpenRouter
#26 MoonshotAI: Kimi K3Moonshotai 0.9 167k $3 $15 $6 1.0M NEW NEW OpenRouter
#27 Claude Opus 5Anthropic 0.6 100k $5 $25 $10 1.0M 128k NEW NEW OpenRouter
#28 Claude Opus 5 (Fast)Anthropic 0.3 50k $10 $50 $20 1.0M 128k NEW NEW OpenRouter
Method

Dynamic flagship selection picks the newest paid text models from major providers on OpenRouter. Blended price uses a 3:1 input-to-output token mix in USD per million tokens. Tokens per dollar is 1,000,000 divided by that blended price. Value score (0-100) combines tokens-per-dollar with a capability factor from context window and max output tokens (log-scaled). It ranks list-price efficiency, not benchmark quality. This ranks list-price efficiency from OpenRouter Models API, not independent benchmark quality. Check provider pages for latency, safety filters and enterprise terms before production use.

OpenRouter models documentation