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GPT-6 Luna Pro vs MiniMax M1

GPT-6 Luna Pro

OpenAI

40#241
vs
MiniMax M1

MiniMax

71#164
Signal-by-Signal Comparison
SignalGPT-6 Luna ProDeltaMiniMax M1
Capabilities
100
+50
50
Pricing
100
+2
98
Context window size
96
+0
95
Recency
100
+52
49
Output Capacity
82
+8
74
Benchmarks
0
-71
71
Overall Result
5 wins
of 6
1 wins
GPT-6 Luna Pro wins 5 of 6 signals

Score History

Score History (32 data points)
GPT-6 Luna ProMiniMax M1
GPT-6 Luna Pro

40

current score

Leader

MiniMax M1

right now

MiniMax M1

70.8

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

GPT-6 Luna Pro

OpenAI

Best Value
Per request$0.000350
Daily$1.17
Monthly$35.00
Annual$420.00

MiniMax M1

MiniMax

Per request$0.001500
Daily$5.00
Monthly$150.00
Annual$1800.00

GPT-6 Luna Pro saves you $115.00/month

That's $1380.00/year compared to MiniMax M1 at your current usage level of 100K calls/month.

77% cheaper
Choose GPT-6 Luna Pro for cost optimization

GPT-6 Luna Pro pricing:
Input:$0.10/M tokens
Output:$0.50/M tokens
MiniMax M1 pricing:
Input:$0.40/M tokens
Output:$2.20/M tokens
GPT-6 Luna Pro

OpenAI

40

Composite Score

Winner
MiniMax M1

MiniMax

71

Composite Score

Signal-by-Signal Comparison
MetricGPT-6 Luna ProMiniMax M1Winner
Overall Score
40
71
MiniMax M1
Rank#241#164
MiniMax M1
Quality Rank#241#164
MiniMax M1
Adoption Rank#241#164
MiniMax M1
Parameters------
Context Window1050K1000K
GPT-6 Luna Pro
Pricing$0.10/$0.50/M$0.40/$2.20/M--
Signal Scores
Capabilities
100
50
GPT-6 Luna Pro
Pricing
100
98
GPT-6 Luna Pro
Context window size
96
95
GPT-6 Luna Pro
Recency
100
49
GPT-6 Luna Pro
Output Capacity
82
74
GPT-6 Luna Pro
Benchmarks--
71
MiniMax M1
Benchmark Head-to-Head(2 benchmarks)
GPT-6 Luna: 0MiniMax M1: 0
GPT-6 Luna
MiniMax M1
Normalized 0-100%
MMLU-Pro
-81.1%
Arena Elo
-1364
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

GPT-6 Luna ProEntry Level

Scores 40/100 (rank #241), placing it in the top 17% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
MiniMax M1Strong Performer

Scores 71/100 (rank #164), placing it in the top 44% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

MiniMax M1 has a 31-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose GPT-6 Luna Pro when you need:

  • High-volume production workloads where API costs must be minimized
  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving

Choose MiniMax M1 when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
GPT-6 Luna ProBest Value
Input cost$0.10/M tokens
Output cost$0.50/M tokens
Cost per quality point$0.015
Est. monthly (1M tokens/day)$9.00
MiniMax M1
Input cost$0.40/M tokens
Output cost$2.20/M tokens
Cost per quality point$0.037
Est. monthly (1M tokens/day)$39.00

GPT-6 Luna Pro offers 77% better value per quality point. At 1M tokens/day, you'd spend $9.00/month with GPT-6 Luna Pro vs $39.00/month with MiniMax M1 - a $30.00 monthly difference.

Latency & Speed
GPT-6 Luna ProFaster
Speed score0/100
MiniMax M1
Speed score0/100

Both models have comparable response speeds. For most applications, the latency difference is negligible.

When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

GPT-6 Luna Pro

Customer support chatbot

Suitable for user-facing chat with competitive response times. GPT-6 Luna Pro also offers lower per-token costs for high-volume support

GPT-6 Luna Pro

Long document analysis

Larger context window (1050K tokens) can process longer documents, contracts, and research papers in a single pass

GPT-6 Luna Pro

Batch data extraction

Lower output pricing ($0.50/M) reduces costs when processing thousands of records daily

GPT-6 Luna Pro

Creative writing & content

Higher overall composite score (71/100) correlates with better nuance, coherence, and style in long-form content

MiniMax M1

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

GPT-6 Luna Pro
Which Should You Choose?
Our recommendation:
MiniMax M1

MiniMax M1 clearly outperforms GPT-6 Luna Pro with a significant 30.799999999999997-point lead. For most general use cases, MiniMax M1 is the stronger choice. However, GPT-6 Luna Pro may still excel in niche scenarios.

by OpenAI

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 77% lower pricing; better value at scale
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale
MiniMax M1
Recommended

by MiniMax

Consider for specialized use cases.

Capability Comparison
CapabilityGPT-6 Luna ProMiniMax M1
Vision (Image Input)differs
Function Calling
Streaming
JSON Modediffers
Reasoning
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

GPT-6 Luna Pro

OpenAI

Best Value
$0.7800
estimated monthly cost

MiniMax M1

MiniMax

$3.36
estimated monthly cost

GPT-6 Luna Pro saves you $2.58/month

That's 77% cheaper than MiniMax M1 at 1,000 tokens/request and 100 requests/day.

Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.

Parameters & Context
ParameterGPT-6 Luna ProMiniMax M1
Context Window1.1M1M
Max Output Tokens128,00040,000
Open SourceNoNo
CreatedSep 22, 2026Jun 17, 2025
Last updated: 16m ago

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GPT-6 Luna Pro vs MiniMax M1 (2026) | LM Market Cap