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Gemini 2.5 Flash Lite vs GPT-6 Luna Pro

vs
GPT-6 Luna Pro

OpenAI

40#235
Signal-by-Signal Comparison
SignalGemini 2.5 Flash LiteDeltaGPT-6 Luna Pro
Capabilities
100
--
100
Benchmarks
81
+81
0
Pricing
100
+0
100
Context window size
96
0
96
Recency
55
-45
100
Output Capacity
77
-5
82
Overall Result
2 wins
of 6
3 wins
GPT-6 Luna Pro wins 3 of 6 signals

Score History

Score History (32 data points)
Gemini 2.5 Flash LiteGPT-6 Luna Pro
Gemini 2.5 Flash Lite

79.1

current score

Leader

Gemini 2.5 Flash Lite

right now

GPT-6 Luna Pro

40

current score

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

Gemini 2.5 Flash Lite

Google

Best Value
Per request$0.000300
Daily$1.00
Monthly$30.00
Annual$360.00

GPT-6 Luna Pro

OpenAI

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

Gemini 2.5 Flash Lite saves you $5.00/month

That's $60.00/year compared to GPT-6 Luna Pro at your current usage level of 100K calls/month.

14% cheaper
Choose Gemini 2.5 Flash Lite for cost optimization

Gemini 2.5 Flash Lite pricing:
Input:$0.10/M tokens
Output:$0.40/M tokens
GPT-6 Luna Pro pricing:
Input:$0.10/M tokens
Output:$0.50/M tokens
Winner
Gemini 2.5 Flash Lite

Google

79

Composite Score

GPT-6 Luna Pro

OpenAI

40

Composite Score

Signal-by-Signal Comparison
MetricGemini 2.5 Flash LiteGPT-6 Luna ProWinner
Overall Score
79
40
Gemini 2.5 Flash Lite
Rank#95#235
Gemini 2.5 Flash Lite
Quality Rank#95#235
Gemini 2.5 Flash Lite
Adoption Rank#95#235
Gemini 2.5 Flash Lite
Parameters------
Context Window1049K1050K
GPT-6 Luna Pro
Pricing$0.10/$0.40/M$0.10/$0.50/M--
Signal Scores
Capabilities
100
100
Gemini 2.5 Flash Lite
Benchmarks
81
--
Gemini 2.5 Flash Lite
Pricing
100
100
Gemini 2.5 Flash Lite
Context window size
96
96
GPT-6 Luna Pro
Recency
55
100
GPT-6 Luna Pro
Output Capacity
77
82
GPT-6 Luna Pro
Benchmark Head-to-Head(12 benchmarks)
Gemini 2.5: 0GPT-6 Luna: 0
Gemini 2.5
GPT-6 Luna
Normalized 0-100%
MMLU
85.8%-
MMLU-Pro
78%-
GPQA Diamond
82.8%-
MATH-500
85.8%-
HumanEval
90%-
SWE-bench Verified
60.4%-
AIME 2024
88%-
IFEval
85.5%-
BBH
85%-
Arena Elo
1395-
LiveBench
66.5%-
HLE
12.08%-
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.

Gemini 2.5 Flash LiteStrong Performer

Scores 79/100 (rank #95), placing it in the top 68% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
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

Gemini 2.5 Flash Lite has a 39-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Gemini 2.5 Flash Lite when you need:

  • Step-by-step reasoning and chain-of-thought problem solving

Choose GPT-6 Luna Pro when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Gemini 2.5 Flash LiteBest Value
Input cost$0.10/M tokens
Output cost$0.40/M tokens
Cost per quality point$0.006
Est. monthly (1M tokens/day)$7.50
GPT-6 Luna Pro
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

Gemini 2.5 Flash Lite offers 17% better value per quality point. At 1M tokens/day, you'd spend $7.50/month with Gemini 2.5 Flash Lite vs $9.00/month with GPT-6 Luna Pro - a $1.50 monthly difference.

Latency & Speed
Gemini 2.5 Flash LiteFaster
Speed score0/100
GPT-6 Luna Pro
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

Gemini 2.5 Flash Lite

Customer support chatbot

Suitable for user-facing chat with competitive response times. Gemini 2.5 Flash Lite also offers lower per-token costs for high-volume support

Gemini 2.5 Flash Lite

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 ($0.40/M) reduces costs when processing thousands of records daily

Gemini 2.5 Flash Lite

Creative writing & content

Higher overall composite score (79/100) correlates with better nuance, coherence, and style in long-form content

Gemini 2.5 Flash Lite

Image understanding & OCR

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

Gemini 2.5 Flash Lite
Which Should You Choose?
Our recommendation:
Gemini 2.5 Flash Lite

Gemini 2.5 Flash Lite clearly outperforms GPT-6 Luna Pro with a significant 39.099999999999994-point lead. For most general use cases, Gemini 2.5 Flash Lite is the stronger choice. However, GPT-6 Luna Pro may still excel in niche scenarios.

by Google

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 17% 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 OpenAI

Consider for specialized use cases.

Capability Comparison
CapabilityGemini 2.5 Flash LiteGPT-6 Luna Pro
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Gemini 2.5 Flash Lite

Google

Best Value
$0.6600
estimated monthly cost

GPT-6 Luna Pro

OpenAI

$0.7800
estimated monthly cost

Gemini 2.5 Flash Lite saves you $0.1200/month

That's 15% cheaper than GPT-6 Luna Pro 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
ParameterGemini 2.5 Flash LiteGPT-6 Luna Pro
Context Window1.0M1.1M
Max Output Tokens65,535128,000
Open SourceNoNo
CreatedJul 22, 2025Sep 22, 2026
Last updated: 49m ago

相关对比

Gemini 2.5 Flash Lite vs GPT-6 Luna Pro (2026) | LM Market Cap