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GPT-6 Luna Pro vs Mistral Medium 3.5 (batch)

GPT-6 Luna Pro

OpenAI

40#235
vs
Signal-by-Signal Comparison
SignalGPT-6 Luna ProDeltaMistral Medium 3.5 (batch)
Capabilities
100
+17
83
Pricing
100
+3
96
Context window size
96
+10
86
Recency
100
--
100
Output Capacity
82
-3
85
Overall Result
3 wins
of 5
1 wins
GPT-6 Luna Pro wins 3 of 5 signals

Score History

Score History (5 data points)
GPT-6 Luna ProMistral Medium 3.5 (batch)
GPT-6 Luna Pro

40

current score

Leader

Tied

right now

Mistral Medium 3.5 (batch)

40

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

Mistral Medium 3.5 (batch)

Mistral AI

Per request$0.002625
Daily$8.75
Monthly$262.50
Annual$3150.00

GPT-6 Luna Pro saves you $227.50/month

That's $2730.00/year compared to Mistral Medium 3.5 (batch) at your current usage level of 100K calls/month.

87% cheaper
Choose GPT-6 Luna Pro for cost optimization

GPT-6 Luna Pro pricing:
Input:$0.10/M tokens
Output:$0.50/M tokens
Mistral Medium 3.5 (batch) pricing:
Input:$0.75/M tokens
Output:$3.75/M tokens
Tie
GPT-6 Luna Pro

OpenAI

40

Composite Score

Tie
Mistral Medium 3.5 (batch)

Mistral AI

40

Composite Score

Signal-by-Signal Comparison
MetricGPT-6 Luna ProMistral Medium 3.5 (batch)Winner
Overall Score
40
40
--
Rank#235#320
GPT-6 Luna Pro
Quality Rank#235#320
GPT-6 Luna Pro
Adoption Rank#235#320
GPT-6 Luna Pro
Parameters------
Context Window1050K262K
GPT-6 Luna Pro
Pricing$0.10/$0.50/M$0.75/$3.75/M--
Signal Scores
Capabilities
100
83
GPT-6 Luna Pro
Pricing
100
96
GPT-6 Luna Pro
Context window size
96
86
GPT-6 Luna Pro
Recency
100
100
GPT-6 Luna Pro
Output Capacity
82
85
Mistral Medium 3.5 (batch)
Benchmark Head-to-Head(1 benchmarks)
GPT-6 Luna: 0Mistral Medium: 0
GPT-6 Luna
Mistral Medium
Normalized 0-100%
Arena Elo
-1426
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 #235), placing it in the top 19% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Mistral Medium 3.5 (batch)Entry Level

Scores 40/100 (rank #320), placing it in the top -10% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.

When to Use Each Model

Choose GPT-6 Luna Pro when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (1050K token context)
  • Step-by-step reasoning and chain-of-thought problem solving

Choose Mistral Medium 3.5 (batch) 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
Mistral Medium 3.5 (batch)
Input cost$0.75/M tokens
Output cost$3.75/M tokens
Cost per quality point$0.113
Est. monthly (1M tokens/day)$67.50

GPT-6 Luna Pro offers 87% better value per quality point. At 1M tokens/day, you'd spend $9.00/month with GPT-6 Luna Pro vs $67.50/month with Mistral Medium 3.5 (batch) - a $58.50 monthly difference.

Latency & Speed
GPT-6 Luna ProFaster
Speed score0/100
Mistral Medium 3.5 (batch)
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 (40/100) correlates with better nuance, coherence, and style in long-form content

GPT-6 Luna Pro

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:
GPT-6 Luna Pro

GPT-6 Luna Pro and Mistral Medium 3.5 (batch) are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

GPT-6 Luna Pro
Recommended

by OpenAI

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 87% 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

by Mistral AI

Consider for specialized use cases.

Capability Comparison
CapabilityGPT-6 Luna ProMistral Medium 3.5 (batch)
Vision (Image Input)
Function Calling
Streaming
JSON Mode
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

Mistral Medium 3.5 (batch)

Mistral AI

$5.85
estimated monthly cost

GPT-6 Luna Pro saves you $5.07/month

That's 87% cheaper than Mistral Medium 3.5 (batch) 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 ProMistral Medium 3.5 (batch)
Context Window1.1M262K
Max Output Tokens128,000209,715
Open SourceNoNo
CreatedSep 22, 2026Apr 30, 2026
Last updated: 27m ago

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GPT-6 Luna Pro vs Mistral Medium 3.5 (batch) (2026) | LM Market Cap