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GPT Luna Latest vs Inkling Small

GPT Luna Latest

~openai

40#243
vs
Inkling Small

thinkingmachines

69#173
Signal-by-Signal Comparison
SignalGPT Luna LatestDeltaInkling Small
Capabilities
100
+33
67
Pricing
99
--
99
Context window size
96
+0
96
Recency
100
--
100
Output Capacity
82
-5
87
Benchmarks
0
-67
67
Overall Result
2 wins
of 6
2 wins
It's a tie - both models win 2 signals each

Score History

Score History (8 data points)
GPT Luna LatestInkling Small
GPT Luna Latest

40

current score

Leader

Inkling Small

right now

Inkling Small

68.7

current score

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

GPT Luna Latest

~openai

Best Value
Per request$0.000800
Daily$2.67
Monthly$80.00
Annual$960.00

Inkling Small

thinkingmachines

Per request$0.001050
Daily$3.50
Monthly$105.00
Annual$1260.00

GPT Luna Latest saves you $25.00/month

That's $300.00/year compared to Inkling Small at your current usage level of 100K calls/month.

24% cheaper
Choose GPT Luna Latest for cost optimization

GPT Luna Latest pricing:
Input:$0.20/M tokens
Output:$1.20/M tokens
Inkling Small pricing:
Input:$0.45/M tokens
Output:$1.20/M tokens
GPT Luna Latest

~openai

40

Composite Score

Winner
Inkling Small

thinkingmachines

69

Composite Score

Signal-by-Signal Comparison
MetricGPT Luna LatestInkling SmallWinner
Overall Score
40
69
Inkling Small
Rank#243#173
Inkling Small
Quality Rank#243#173
Inkling Small
Adoption Rank#243#173
Inkling Small
Parameters------
Context Window1050K1049K
GPT Luna Latest
Pricing$0.20/$1.20/M$0.45/$1.20/M--
Signal Scores
Capabilities
100
67
GPT Luna Latest
Pricing
99
99
GPT Luna Latest
Context window size
96
96
GPT Luna Latest
Recency
100
100
GPT Luna Latest
Output Capacity
82
87
Inkling Small
Benchmarks--
67
Inkling Small
Benchmark Head-to-Head(1 benchmarks)
GPT Luna: 0Inkling Small: 0
GPT Luna
Inkling Small
Normalized 0-100%
Arena Elo
-1405
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 Luna LatestEntry Level

Scores 40/100 (rank #243), placing it in the top 17% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Inkling SmallCompetitive

Scores 69/100 (rank #173), placing it in the top 41% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Inkling Small has a 29-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 Luna Latest when you need:

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

Choose Inkling Small when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
GPT Luna Latest
Input cost$0.20/M tokens
Output cost$1.20/M tokens
Cost per quality point$0.035
Est. monthly (1M tokens/day)$21.00
Inkling SmallBest Value
Input cost$0.45/M tokens
Output cost$1.20/M tokens
Cost per quality point$0.024
Est. monthly (1M tokens/day)$24.75

Inkling Small offers 15% better value per quality point. At 1M tokens/day, you'd spend $21.00/month with GPT Luna Latest vs $24.75/month with Inkling Small - a $3.75 monthly difference.

Latency & Speed
GPT Luna LatestFaster
Speed score0/100
Inkling Small
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 Luna Latest

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

GPT Luna Latest

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 ($1.20/M) reduces costs when processing thousands of records daily

GPT Luna Latest

Creative writing & content

Higher overall composite score (69/100) correlates with better nuance, coherence, and style in long-form content

Inkling Small

Image understanding & OCR

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

GPT Luna Latest
Which Should You Choose?
Our recommendation:
Inkling Small

Inkling Small clearly outperforms GPT Luna Latest with a significant 28.700000000000003-point lead. For most general use cases, Inkling Small is the stronger choice. However, GPT Luna Latest may still excel in niche scenarios.

by ~openai

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 15% 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
Inkling Small
Recommended

by thinkingmachines

Consider for specialized use cases.

Capability Comparison
CapabilityGPT Luna LatestInkling Small
Vision (Image Input)
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 Luna Latest

~openai

Best Value
$1.80
estimated monthly cost

Inkling Small

thinkingmachines

$2.25
estimated monthly cost

GPT Luna Latest saves you $0.4500/month

That's 20% cheaper than Inkling Small 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 Luna LatestInkling Small
Context Window1.1M1.0M
Max Output Tokens128,000262,144
Open SourceNoYes
CreatedSep 11, 2026Jul 30, 2026
Last updated: 58m ago

相关对比

GPT Luna Latest vs Inkling Small (2026) | LM Market Cap