Head to head · October 2026

GPT-6.1 Sol vs GPT-6 Luna

GPT-6.1 Sol scores higher on the Models at Work leaderboard (82 vs 66 out of 100). GPT-6 Luna is about 20× cheaper per blended million tokens ($0.20 vs $4). On Artificial Analysis' independent Intelligence Index, GPT-6.1 Sol leads 52 to 38.

Updated Oct 10, 2026 · every number links to who measured it
GPT-6.1 Sol · OpenAIGPT-6 Luna · OpenAI
Leaderboard rank#5#10
Score (0–100)8266
TierWorkhorseFast and cheap
Price per 1M tokens$2 in · $10 out$0.10 in · $0.50 out
Context window1M1M
Open weightsNoNo
Artificial Analysis Intelligence Index5238
Humanity's Sixth Sense (Scale)46.6—
Best forOpenAI-standardised teams, Agents API and Decisions API, Cost-controlled reasoningChatGPT Free and Go tier, Simple extraction, Cost floors

Choose GPT-6.1 Sol if…

  • you need openai-standardised teams
  • you need agents api and decisions api
  • you need cost-controlled reasoning

Near-Astra intelligence at a fifth of the price, which is OpenAI's own line and, for once, the index agrees.

Choose GPT-6 Luna if…

  • you need chatgpt free and go tier
  • you need simple extraction
  • you need cost floors

OpenAI's ten-cent model: the one every ChatGPT Free user now has, and the one Haiku users keep comparing themselves to.

What practitioners say

GPT-6.1 Sol: The launch thread's title did the arguing: 'near-Astra for a fifth of the price' drew 955 comments, most of them about routing.

Questions people ask

Which is better, GPT-6.1 Sol or GPT-6 Luna?

GPT-6.1 Sol scores higher on the Models at Work leaderboard (82 vs 66 out of 100). GPT-6 Luna is about 20× cheaper per blended million tokens ($0.20 vs $4). On Artificial Analysis' independent Intelligence Index, GPT-6.1 Sol leads 52 to 38.

When should I choose GPT-6.1 Sol over GPT-6 Luna?

Choose GPT-6.1 Sol for openai-standardised teams, agents api and decisions api, cost-controlled reasoning. Near-Astra intelligence at a fifth of the price, which is OpenAI's own line and, for once, the index agrees.

When should I choose GPT-6 Luna over GPT-6.1 Sol?

Choose GPT-6 Luna for chatgpt free and go tier, simple extraction, cost floors. OpenAI's ten-cent model: the one every ChatGPT Free user now has, and the one Haiku users keep comparing themselves to.

Which is cheaper, GPT-6.1 Sol or GPT-6 Luna?

GPT-6.1 Sol costs $2 per million input tokens and $10 per million output tokens on OpenAI's list price (OpenAI API pricing, read Oct 10, 2026). GPT-6 Luna costs $0.10 per million input tokens and $0.50 per million output tokens on OpenAI's list price (OpenAI API pricing, read Oct 10, 2026).

Scores come from the Models at Work leaderboard: Score is 0 to 100: 50% independent evals normalised within this table, 20% price-performance, 15% practitioner sentiment from Signals and community threads, 15% operational fit (context, speed, availability, open weights). Models within three points are a tie in practice. Vendor-published figures are labelled as such and never counted as independent. Prices are vendor list prices where published; blended figures assume three input tokens per output token.