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DeepSeek V3 vs GPT Luna Latest

DeepSeek V3

DeepSeek

70#168
vs
GPT Luna Latest

~openai

40#255
Signal-by-Signal Comparison
SignalDeepSeek V3DeltaGPT Luna Latest
Capabilities
50
-50
100
Benchmarks
70
+70
0
Pricing
99
0
100
Context window size
83
-13
96
Recency
17
-83
100
Output Capacity
67
-14
82
Overall Result
1 wins
of 6
5 wins
GPT Luna Latest wins 5 of 6 signals

Score History

Score History (32 data points)
DeepSeek V3GPT Luna Latest
DeepSeek V3

69.5

current score

Leader

DeepSeek V3

right now

GPT Luna Latest

40

current score

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

DeepSeek V3

DeepSeek

Per request$0.000765
Daily$2.55
Monthly$76.50
Annual$918.00

GPT Luna Latest

~openai

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

GPT Luna Latest saves you $41.50/month

That's $498.00/year compared to DeepSeek V3 at your current usage level of 100K calls/month.

54% cheaper
Choose GPT Luna Latest for cost optimization

DeepSeek V3 pricing:
Input:$0.32/M tokens
Output:$0.89/M tokens
GPT Luna Latest pricing:
Input:$0.10/M tokens
Output:$0.50/M tokens
Winner
DeepSeek V3

DeepSeek

70

Composite Score

GPT Luna Latest

~openai

40

Composite Score

Signal-by-Signal Comparison
MetricDeepSeek V3GPT Luna LatestWinner
Overall Score
70
40
DeepSeek V3
Rank#168#255
DeepSeek V3
Quality Rank#168#255
DeepSeek V3
Adoption Rank#168#255
DeepSeek V3
Parameters------
Context Window164K1050K
GPT Luna Latest
Pricing$0.32/$0.89/M$0.10/$0.50/M--
Signal Scores
Capabilities
50
100
GPT Luna Latest
Benchmarks
70
--
DeepSeek V3
Pricing
99
100
GPT Luna Latest
Context window size
83
96
GPT Luna Latest
Recency
17
100
GPT Luna Latest
Output Capacity
67
82
GPT Luna Latest
Benchmark Head-to-Head(13 benchmarks)
DeepSeek V3: 0GPT Luna: 0
DeepSeek V3
GPT Luna
Normalized 0-100%
MMLU
88.5%-
MMLU-Pro
75.9%-
GPQA Diamond
59.1%-
MATH-500
90.2%-
HumanEval
82.6%-
SWE-bench Verified
42%-
AIME 2024
39.2%-
GSM8K
96.7%-
IFEval
87.1%-
BBH
87.5%-
Arena Elo
1318-
LiveBench
60.4%-
BigCodeBench
50%-
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.

DeepSeek V3Competitive

Scores 70/100 (rank #168), placing it in the top 42% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GPT Luna LatestEntry Level

Scores 40/100 (rank #255), placing it in the top 12% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

DeepSeek V3 has a 30-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose DeepSeek V3 when you need:

  • Self-hosted deployments where you need full control over the model

Choose GPT Luna Latest when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (1050K token context)
  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
DeepSeek V3
Input cost$0.32/M tokens
Output cost$0.89/M tokens
Cost per quality point$0.017
Est. monthly (1M tokens/day)$18.15
GPT Luna LatestBest 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

GPT Luna Latest offers 50% better value per quality point. At 1M tokens/day, you'd spend $9.00/month with GPT Luna Latest vs $18.15/month with DeepSeek V3 - a $9.15 monthly difference.

Latency & Speed
DeepSeek V3Faster
Speed score0/100
GPT Luna Latest
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

DeepSeek V3

Customer support chatbot

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

DeepSeek V3

Long document analysis

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

GPT Luna Latest

Batch data extraction

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

GPT Luna Latest

Creative writing & content

Higher overall composite score (70/100) correlates with better nuance, coherence, and style in long-form content

DeepSeek V3

Image understanding & OCR

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

GPT Luna Latest
Which Should You Choose?
Our recommendation:
DeepSeek V3

DeepSeek V3 clearly outperforms GPT Luna Latest with a significant 29.5-point lead. For most general use cases, DeepSeek V3 is the stronger choice. However, GPT Luna Latest may still excel in niche scenarios.

DeepSeek V3
Recommended

by DeepSeek

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

  • Choose for Cost - 50% lower pricing; better value at scale
Capability Comparison
CapabilityDeepSeek V3GPT Luna Latest
Vision (Image Input)differs
Function Calling
Streaming
JSON Mode
Reasoningdiffers
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

DeepSeek V3

DeepSeek

$1.64
estimated monthly cost

GPT Luna Latest

~openai

Best Value
$0.7800
estimated monthly cost

GPT Luna Latest saves you $0.8640/month

That's 53% cheaper than DeepSeek V3 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
ParameterDeepSeek V3GPT Luna Latest
Context Window164K1.1M
Max Output Tokens16,384128,000
Open SourceYesNo
CreatedDec 26, 2024Sep 11, 2026
Last updated: 59m ago

相关对比

DeepSeek V3 vs GPT Luna Latest (2026) | LM Market Cap