Pluto 1.6
Pluto 1.5 marks a major milestone for Wolkyen: our first true flagship AI model and our entry into the closed-source AI arena. Built with a focus on intelligence, reasoning, speed, and efficiency, Pluto 1.5 represents a significant leap forward in the Pluto family.
Powered by an advanced hybrid architecture designed for exceptionally fast inference, Pluto 1.5 combines impressive speed with stronger reasoning, greater reliability, and enhanced capabilities. Its unique approach to efficiency enables powerful AI performance while laying the foundation for Wolkyen's next generation of flagship models.
Pluto 1.6 Lite
Efficient Intelligence. Powerful Reasoning. Lower Costs.
Developed by Wolkyen · Pluto 1.6 Model Family
Overview
Pluto 1.6 Lite is a lightweight, cost-efficient AI language model developed by Wolkyen as part of the Pluto 1.6 generation. Designed to deliver capable reasoning, mathematical problem-solving, logical analysis, and general-purpose conversational intelligence at a fraction of the cost of larger models, Pluto 1.6 Lite brings advanced AI capabilities to users who prioritize efficiency, affordability, and practical performance.
Unlike traditional lightweight models that sacrifice substantial amounts of intelligence to reduce computational requirements, Pluto 1.6 Lite is designed to preserve much of the reasoning and general-purpose performance of the Pluto family while significantly reducing inference costs.
Built using technology from the Pluto 1.6 generation, the Lite variant benefits from architectural improvements and model-development techniques introduced with its larger flagship counterpart, while employing a more resource-conscious approach to post-training, inference optimization, and deployment.
The model is designed to deliver performance comparable to, or slightly exceeding, the previous-generation Pluto 1.5 flagship, while offering a substantially lower operating cost.
Pluto 1.6 Lite is designed to be approximately 70% cheaper than the full Pluto 1.6, making it an attractive option for developers, applications, and everyday users who require capable AI without the expense of flagship-level inference.
Intelligence and Reasoning
At its core, Pluto 1.6 Lite focuses on delivering strong general-purpose intelligence with particular attention to reasoning, mathematics, and logical problem-solving. The model is designed to understand complex questions, analyze information, follow instructions, and produce structured, coherent responses across a broad range of tasks.
- Mathematical reasoning: arithmetic, algebra, and multi-step problems.
- Logical problem-solving: puzzles, deductions, constraints, and structured challenges.
- General knowledge: factual questions, explanations, and topics across domains.
- Instruction following: formats, constraints, and specified requirements.
- Text analysis: summaries, comparisons, and the important details.
- Creative generation: stories, explanations, ideas, and descriptions.
- Conversational intelligence: coherent, context-aware replies.
While the full Pluto 1.6 is designed to deliver the highest possible performance within its generation, Pluto 1.6 Lite prioritizes making capable reasoning accessible at significantly lower cost.
Performance and Efficiency
The model is developed with a reduced computational footprint and a more economical inference configuration than the full Pluto 1.6. Rather than maximizing every available performance optimization, the Lite variant deliberately uses fewer speed optimizations and a lighter post-training process to reduce development and serving costs.
Pluto 1.6 Lite is designed to match or slightly outperform Pluto 1.5 in overall capability, despite being cheaper to operate. The published score on this page is shared by Pluto 1.6 Lite and Pluto 1.5.
Two inference speeds
Standard mode is the default, about 20 tokens per second, and uses the normal 1× usage. Fast mode reaches up to 150 tokens per second, up to 7.5× the standard speed, and uses 2× usage. Throughput varies with server load and the request.
Pluto 1.6 Lite vs. Pluto 1.6
Pluto 1.6 Lite focuses on affordable inference and balanced general-purpose performance. The full Pluto 1.6 flagship prioritizes maximum reasoning, stronger intelligence, and unrestricted generation. Lite is not a replacement for the most demanding tasks.
Specifications
- Model
- Pluto 1.6 Lite
- Developer
- Wolkyen
- Family
- Pluto 1.6
- Position
- Comparable to or slightly above Pluto 1.5
- Standard speed
- 20 tokens/second · 1× usage
- Fast speed
- Up to 150 tokens/second · 2× usage
- Price
- $0.70000 / 1M in, $1.12000 / 1M out
Pluto 1.6 Lite — More Intelligence. Less Compute. Lower Costs.
LFM-2.5
Qwen 3
Qwen 3.5
Pluto1.6-Lite/Pluto1.5
Archived
Pluto 1 and Pluto 0.5 are the last open-weight Plutos. For new open weight, Neptun3.
Archived

Pluto 1
A 1.2B Instruct model for quick answers. 100+ tokens per second on GPUs, up to 50 on CPU. Non-reasoning. Almost as good as a 2B, far faster. 1.2B parameters.
80 downloads
Rate Pluto 1
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Shared with everyone. No account.
Archived

Pluto 0.5
The fastest 350M parameter model. It beats 500M models in math and general questions. 350M parameters.
Rate Pluto 0.5
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P0.5MGB
Pluto 0.5 Math & Everyday Benchmark
350M head-to-head · Q4 · RTX 3060 · human graded
Winner: Pluto 0.5 350M. 24/40. LFM2.5 350M scored 17/40. Margin +7 (+41.2%).
1st
Pluto 0.5 350M
24/40 total · 13/25 quality · 11/15 speed
2nd
LFM2.5 350M
17/40 total · 11/25 quality · 6/15 speed
| Task | LFM Q / Spd | Pluto Q / Spd | Verdict |
|---|---|---|---|
| “what is Pi?” | 5/5 · 2/3 | 4/5 · 3/3 | Tie 7–7 |
| Explain AI | 3/5 · 1/3 | 5/5 · 2/3 | Pluto 7–4 |
| Pi divided by 7 | 3/5 · 2/3 | 3/5 · 3/3 | Pluto 6–5 |
| meaning of life | 0/5 · 0/3 | 0/5 · 0/3 | Unrated |
| terminal to-do script | 0/5 · 1/3 | 1/5 · 3/3 | Pluto 4–1 |
LFM 11 qual + 6 spd = 17/40. Pluto 13 qual + 11 spd = 24/40.