Value

LLM price vs performance

17 models sit on the price-performance frontier as of October 2026: no other model is both cheaper and better. It runs from gpt-oss-20b ($0.036 blended, 32.5) to GPT-6 Astra ($20, 70.8).

Last verified

Noometry Index against blended price per million tokens20304050607080$0.01$0.1$1$10$100$1000gpt-oss-20b: 32.5 at $0.04gpt-oss-20bGranite 4.0 Micro: 29.0 at $0.04Gemma 3 4B: 28.1 at $0.05Qwen3.7 Flash: 39.9 at $0.06Qwen3.7 FlashLlama 3.1-8B: 23.0 at $0.06Mistral Small 3: 31.2 at $0.06Amazon Nova Micro: 30.4 at $0.06Mercury 2.5: 33.5 at $0.07gpt-oss-120b: 36.3 at $0.07Llama 3.2 1B: 20.1 at $0.07Gemma 3 12B: 32.1 at $0.08Nemotron 3 Nano 30B A3B: 40.6 at $0.09Nemotron 3 Nano 30B A3BNemotron 3.5 Lightning: 40.0 at $0.09Phi-4: 31.2 at $0.09Qwen Turbo: 27.1 at $0.09Gemma 3 27B: 30.8 at $0.10Ministral 3B: 26.2 at $0.10Amazon Nova Lite: 31.9 at $0.10Gemma 4 26B A4B IT: 43.5 at $0.11Gemma 4 26B A4B ITGranite 4.2 8B: 40.5 at $0.11Qwen3.5-9B: 33.8 at $0.11Llama 3.2 3B: 28.9 at $0.12Phi-4 Mini: 30.9 at $0.13Mistral Small 3.2: 31.2 at $0.13GPT-5 Nano: 33.5 at $0.14Hy3: 44.2 at $0.14Hy3GLM-4.7-Flash: 38.8 at $0.15Ministral 8B: 28.2 at $0.15Mistral Nemo: 26.4 at $0.15Devstral Small 2505: 34.3 at $0.15Llama 4 Scout: 27.7 at $0.15Step 3.5 Flash: 42.3 at $0.15Gemma 4 31B IT: 43.5 at $0.15Llama-3.3-70B-Instruct: 30.6 at $0.16Nemotron 3 Super: 40.1 at $0.17Gemini 2.5 Flash-Lite: 37.0 at $0.18GPT-4.1 nano: 27.9 at $0.18MiMo-V2-Flash: 41.3 at $0.18MiMo-V2-Omni: 43.6 at $0.18MiMo-V2.5: 43.4 at $0.18MiMo-V2.6-Flash: 48.5 at $0.18MiMo-V2.6-FlashQwen3.5-Flash: 42.5 at $0.18Claude Haiku 5.5: 49.5 at $0.20Claude Haiku 5.5GPT-6 Luna: 53.3 at $0.20GPT-6 LunaQwen3-30B-A3B: 38.9 at $0.21GLM-5.3-Flash: 51.8 at $0.24Mistral 7B: 23.0 at $0.25Command R: 31.4 at $0.26DeepSeek V4 Flash: 53.6 at $0.26DeepSeek V4 FlashDeepSeek V4.1 Flash: 52.8 at $0.26GPT-4o mini: 25.5 at $0.26Mistral Small: 33.4 at $0.26Grok 4.1 Fast: 41.4 at $0.28DeepSeek-V3.2-Exp: 44.3 at $0.29Qwen3 Coder Next: 34.3 at $0.29Llama 4 Maverick: 30.9 at $0.30Qwen2.5 7B Instruct: 29.0 at $0.31Qwen3 8B: 33.7 at $0.31Mercury 2: 39.1 at $0.38Mistral Large 3: 39.1 at $0.38Trinity Large Thinking: 38.6 at $0.39Llama 3.1-70B: 29.6 at $0.40Nvidia Llama 3.3 Nemotron Super 49b v1.5: 40.3 at $0.40Mistral Small 3.1: 31.7 at $0.40DeepSeek-V3: 39.5 at $0.41Step 3.7 Flash: 37.3 at $0.42Qwen3.6 Flash: 38.8 at $0.42DeepSeek-V3.1: 42.8 at $0.42GLM-4.5-Air: 38.9 at $0.43Codestral: 30.6 at $0.45GLM-4.6V: 41.3 at $0.45GPT-5.6 Luna: 54.6 at $0.45GPT-5.6 LunaDeepSeek-V3.1-Terminus: 43.1 at $0.45GPT-5.4 nano: 41.9 at $0.46MiniMax-M2: 37.4 at $0.52MiniMax-M2.1: 38.9 at $0.52MiniMax-M2.5: 38.3 at $0.52MiniMax-M2.7: 37.7 at $0.52MiniMax-M3: 43.8 at $0.52Solar Pro4: 42.1 at $0.52MiMo-V2-Pro: 43.0 at $0.54MiMo-V2.5-Pro: 45.2 at $0.54MiMo-V2.6-Pro: 50.3 at $0.54Qwen3.6 35B-A3B: 37.6 at $0.56Gemini 3.1 Flash Lite: 40.8 at $0.56Qwen Plus: 37.1 at $0.60Qwen3 14B: 35.5 at $0.61Inkling-Small: 46.5 at $0.64Gemma 2 27B: 29.4 at $0.65GPT-5 Mini: 41.8 at $0.69Qwen3.5 35B-A3B: 42.0 at $0.69Mixtral 8x7B: 27.1 at $0.70GPT-4.1 mini: 33.6 at $0.70Qwen3.7 Plus: 45.3 at $0.70Qwen2.5-Coder-32B: 33.4 at $0.74GPT-3.5-turbo: 23.2 at $0.75Magistral Small: 30.2 at $0.75Mistral Medium 3.1: 31.9 at $0.80Qwen3.5 27B: 41.9 at $0.82Gemini 2.5 Flash: 39.3 at $0.85Gemini 3.5 Flash Lite: 41.5 at $0.85Nova 2 Lite: 39.7 at $0.85DeepSeek-V3.2-Speciale: 39.7 at $0.85Qwen3-Next 80B-A3B Instruct: 43.0 at $0.88GLM-4.5V: 39.8 at $0.90Kimi K2.5: 48.1 at $0.90Qwen3.5 Plus: 42.9 at $0.90DeepSeek-R1: 42.3 at $0.91Nemotron 3 Ultra: 42.5 at $0.93MiniMax M1: 40.3 at $0.96DeepSeek V4 Pro: 54.3 at $0.99GLM-4.5: 42.0 at $1.00GLM-4.6: 41.4 at $1.00GLM-4.7: 42.0 at $1.00Sonar: 38.5 at $1.00Kimi K2 (Jul 2025): 41.2 at $1.00Mistral Large 4: 43.1 at $1.03Qwen3.5 122B-A10B: 42.1 at $1.10Qwen3.8 27B: 46.0 at $1.11Gemini 3 Flash Preview: 52.3 at $1.13Qwen3.6 Plus: 47.5 at $1.13Seed 2.0 Pro: 43.2 at $1.13Hy4 preview: 45.3 at $1.13Qwen2.5 32B Instruct: 30.1 at $1.22Qwen3 235B-A22B: 43.5 at $1.22Qwen3 32B: 39.2 at $1.22Qwen3-VL 235B-A22B: 43.2 at $1.22Grok Build 0.1: 36.4 at $1.25Qwen3.5 397B-A17B: 46.0 at $1.35Qwen3.6 27B: 42.2 at $1.35Amazon Nova Pro: 31.0 at $1.40Step 5 Preview: 47.9 at $1.43Gemini 3.6 Flash: 54.1 at $1.50Gemini 3.7 Flash: 59.8 at $1.50Gemini 3.7 FlashGemini 3.8 Flash: 61.8 at $1.50Gemini 3.8 FlashGLM-5: 46.1 at $1.55Grok 4.20 (Non-Reasoning): 48.6 at $1.56Grok 4.20 Multi-Agent: 46.2 at $1.56Grok 4.3: 43.8 at $1.56GPT-5.4 mini: 45.0 at $1.69Kimi K2.6: 47.7 at $1.71Kimi K2.7 Code: 43.3 at $1.71GLM-5V-Turbo: 43.8 at $1.90o3-mini: 36.7 at $1.93o4-mini: 41.6 at $1.93Claude Haiku 4.5: 39.5 at $2.00Muse Spark 1.1: 49.9 at $2.00Muse Spark 1.2: 50.3 at $2.00Muse Spark 1.3: 54.8 at $2.00GLM-5.1: 47.8 at $2.15GLM-5.2: 51.1 at $2.15GLM-5.3: 54.8 at $2.15Qwen3 Max: 43.7 at $2.40Qwen2.5 72B Instruct: 31.9 at $2.45Inkling: 44.1 at $2.57Magistral Medium: 35.2 at $2.75Qwen Max: 34.7 at $2.80Qwen3.6 Max Preview: 51.5 at $2.92Grok 4.5: 55.0 at $3.00Grok 4.6: 56.9 at $3.00Grok 4.7: 53.1 at $3.00Mistral Large: 31.9 at $3.00Mistral Medium: 36.3 at $3.00Mistral Medium 3.5: 40.2 at $3.00Mixtral 8x22B: 27.1 at $3.00Pixtral Large: 32.2 at $3.00Qwen3-Coder 480B-A35B Instruct: 38.1 at $3.00Qwen3.8 Max: 56.8 at $3.00Gemini 3.5 Flash: 54.2 at $3.38Gemini 2.5 Pro: 45.0 at $3.44GPT-5: 50.9 at $3.44GPT-5-Codex: 37.9 at $3.44GPT-5.1: 49.0 at $3.44GPT-5.1-Codex: 38.6 at $3.44GPT-4.1: 35.9 at $3.50o3: 47.5 at $3.50Qwen3.7 Max: 51.5 at $3.75Claude Sonnet 5: 54.6 at $4.00Claude Sonnet 5.5: 61.9 at $4.00Claude Sonnet 5.5GPT-6 Sol: 61.8 at $4.00GPT-6.1 Sol: 65.6 at $4.00GPT-6.1 SolQwen2.5-VL 72B Instruct: 29.9 at $4.20Command A: 36.5 at $4.38Command R+: 32.4 at $4.38GPT-4o: 28.6 at $4.38Gemini 3.1 Pro Preview: 56.7 at $4.50GPT-5.6 Terra: 59.2 at $4.50GPT-5.2: 54.1 at $4.81GPT-5.2 Codex: 42.6 at $4.81GPT-5.3 Chat: 42.8 at $4.81GPT-5.3 Codex: 45.8 at $4.81Nova Premier 1.0: 38.3 at $5.00GPT-5.4: 59.4 at $5.63Claude Sonnet 4: 40.8 at $6.00Claude Sonnet 4.5: 44.1 at $6.00Claude Sonnet 4.6: 50.3 at $6.00Kimi K3: 59.5 at $6.00Claude Opus 5.5: 68.6 at $8.00Claude Opus 5.5GPT-5.6 Sol: 65.0 at $8.00Claude Opus 4.5: 50.5 at $10.00Claude Opus 4.6: 58.2 at $10.00Claude Opus 4.7: 58.3 at $10.00Claude Opus 4.8: 60.7 at $10.00Claude Opus 5: 67.8 at $10.00GPT-5.5: 63.4 at $11.25GPT-4 Turbo: 30.5 at $15.00Claude Fable 5: 66.8 at $20.00Claude Fable 5.1: 69.0 at $20.00Claude Fable 5.1GPT-6 Astra: 70.8 at $20.00GPT-6 Astrao1: 40.9 at $26.25Claude Opus 4: 43.1 at $30.00Claude Opus 4.1: 41.0 at $30.00o3-pro: 42.9 at $35.00GPT-4: 29.1 at $37.50GPT-5 Pro: 46.4 at $41.25GPT-5.2 Pro: 52.3 at $57.75GPT-5.4 Pro: 58.9 at $67.50GPT-5.5 Pro: 64.3 at $67.50o1-pro: 31.5 at $262.50Blended $ per 1M tokens (log scale)Noometry Index

The frontier

ModelProviderBlended $/MIndex
gpt-oss-20bOpenAI$0.03632.5
Qwen3.7 FlashAlibaba (Qwen)$0.05539.9
Nemotron 3 Nano 30B A3BNVIDIA$0.087540.6
Gemma 4 26B A4B ITGoogle$0.1143.5
Hy3Tencent$0.1444.2
MiMo-V2.6-FlashXiaomi$0.1848.5
Claude Haiku 5.5Anthropic$0.2049.5
GPT-6 LunaOpenAI$0.2053.3
DeepSeek V4 FlashDeepSeek$0.2653.6
GPT-5.6 LunaOpenAI$0.4554.6
Gemini 3.7 FlashGoogle$1.5059.8
Gemini 3.8 FlashGoogle$1.5061.8
Claude Sonnet 5.5Anthropic$461.9
GPT-6.1 SolOpenAI$465.6
Claude Opus 5.5Anthropic$868.6
Claude Fable 5.1Anthropic$2069.0
GPT-6 AstraOpenAI$2070.8

Most points per dollar

ModelBlended $/MIndexPoints per $
gpt-oss-20b$0.03632.5903
Qwen3.7 Flash$0.05539.9726
Granite 4.0 Micro$0.040829.0713
Gemma 3 4B$0.0528.1563
Mistral Small 3$0.057531.2543
gpt-oss-120b$0.070336.3517
Amazon Nova Micro$0.061330.4496
Mercury 2.5$0.067533.5496
Nemotron 3 Nano 30B A3B$0.087540.6464
Nemotron 3.5 Lightning$0.087540.0457
Gemma 3 12B$0.07532.1428
Gemma 4 26B A4B IT$0.1143.5407
Llama 3.1-8B$0.057523.0400
Granite 4.2 8B$0.1140.5377
Phi-4$0.087531.2357
Qwen Turbo$0.087527.1310
Gemma 3 27B$0.1030.8308
Hy3$0.1444.2306
Amazon Nova Lite$0.1031.9304
Qwen3.5-9B$0.1133.8300

Value rankings by category →

Frequently asked questions

Which AI model is the best value?

17 models sit on the price-performance frontier as of October 2026: no other model is both cheaper and better. It runs from gpt-oss-20b ($0.036 blended, 32.5) to GPT-6 Astra ($20, 70.8).

What is the price-performance frontier?

The set of models that no other model beats on both price and score. If a model is not on it, something cheaper scores at least as well.