AI Models · Open-Source vs Paid

MiniMax M3.1 Flash (free) Open vs GPT-6 Luna Paid

MiniMax M3.1 Flash (free) vs GPT-6 Luna compared — price per token, context window, multimodality, openness and which to choose. Can the open-source model replace the paid one? Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

MiniMax M3.1 Flash (free)OpenMiniMax
Free /M input
Free /M outputNo per-token fees if you self-host
TypeOpen-weight
Context window1M tokens
MultimodalYes
Self-hostYes
GPT-6 LunaPaidOpenAI
$0.1 /M input
$0.5 /M outputManaged API (no infra to run)
TypeProprietary
Context window1.1M tokens
MultimodalYes
Self-hostNo
Choose MiniMax M3.1 Flash (free) if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose GPT-6 Luna if you want frontier capability through a managed API with zero infrastructure to run.

MiniMax M3.1 Flash (free) vs GPT-6 Luna specs

SpecMiniMax M3.1 Flash (free)GPT-6 LunaWinner
MakerMiniMaxOpenAI–
TypeOpen-weightProprietaryMiniMax M3.1 Flash (free)
Context window1M tokens1.1M tokensGPT-6 Luna
Input priceFree/M · free self-host$0.1/MMiniMax M3.1 Flash (free)
Output priceFree/M · free self-host$0.5/MMiniMax M3.1 Flash (free)
Vision / multimodalYesYes= Tie
Tool / function callingYesYes= Tie
Self-hostableYesNo (API only)MiniMax M3.1 Flash (free)
LicenseMITProprietaryMiniMax M3.1 Flash (free)

Price gap & when to choose each

Choose MiniMax M3.1 Flash (free) if…
  • You want to self-host or run on your cloud
  • You prioritize data privacy & control
  • You want the lowest operating costs
  • You are building open or reproducible AI
Choose GPT-6 Luna if…
  • You want frontier performance through a managed API
  • You need the longer 1.1M context window
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilityMiniMax M3.1 Flash (free)GPT-6 Luna
Open weights (downloadable)✓✗
Self-hostable✓✗
Runs fully offline✓✗
Vision / multimodal✓✓
Tool / function calling✓✓
1M+ context window✓✓

Benchmarks: MiniMax M3.1 Flash (free) vs GPT-6 Luna

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

MiniMax M3.1 Flash (free)
GPT-6 Luna
Intelligence index
42.7
38.1
Humanity's Last Exam
48%
38.5%
Long Context Reasoning
79.7%
83.3%
SciCode
53.4%
54.6%
Speed
77.4 tok/s
132.9 tok/s
Latency
0.79s
161.07s
Intelligence per $
163
190.5

Benchmark data by Artificial Analysis.

How MiniMax M3.1 Flash (free) and GPT-6 Luna score

🏆 Best value & openness: MiniMax M3.1 Flash (free) (5.0 vs 3.5 / 5)
CriterionMiniMax M3.1 Flash (free)GPT-6 Luna
Cost-efficiency5.05.0
Context window5.05.0
Openness5.01.5
Self-hosting5.01.0
Multimodality5.05.0

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

MiniMax M3.1 Flash (free) Open

MiniMax · Open-weight

MiniMax-M3.1-Flash is a multimodal model from MiniMax. Compared with M3, it delivers significant improvements across multiple benchmarks, particularly in complex agentic tasks, coding, and cybersecurity. It is built for complex,...

GPT-6 Luna Paid

OpenAI · Proprietary

GPT-6 Luna is the fast, cost-efficient model in OpenAI's GPT-6 series, positioned below GPT-6 Sol. It is suited for high-volume and latency-sensitive workloads such as chat, classification, and lightweight agentic...

Other models in these families

These variants are tracked but not compared here — one page per family keeps the comparison readable.

Other variants tracked
MiniMax M3MiniMax M2.7MiniMax M2.5MiniMax M2.1MiniMax M2MiniMax M1MiniMax M2-herMiniMax-01

Frequently asked questions

Is MiniMax M3.1 Flash (free) as good as GPT-6 Luna?

MiniMax M3.1 Flash (free) is open-weight and competitive on many tasks, but GPT-6 Luna may still lead on the hardest reasoning and agentic work. The gap keeps narrowing — benchmark both on your actual use case before deciding.

Can I run MiniMax M3.1 Flash (free) locally?

Yes. MiniMax M3.1 Flash (free) has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. GPT-6 Luna is API-only and cannot be self-hosted.

MiniMax M3.1 Flash (free) vs GPT-6 Luna — which should I pick in 2026?

Choose MiniMax M3.1 Flash (free) if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose GPT-6 Luna if you want frontier capability through a managed API with zero infrastructure to run.

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