Perceptron Mk1.5 is Perceptron's embodied reasoning model for physical agents. It accepts text, image, video, and audio input, and answers with text plus optional structured annotations: points, boxes, polygons, tracks,...
Model details →Perceptron: Perceptron Mk1.5 vs Qwen: Qwen3.8 Omni Flash
Qwen: Qwen3.8 Omni Flash wins on 2 of 6 axes — pricing and capability skew in its favour for most workloads.
Qwen3.8 Omni Flash is an omni-modal reasoning model from Alibaba, the first Qwen model built around agentic capabilities with native audio-video understanding. It is suited for audio-video analysis and summarization,...
Model details →Side-by-side comparison
| Capability | Perceptron: Perceptron Mk1.5 | Qwen: Qwen3.8 Omni Flash | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 37K | 1M | 🏆 Qwen: Qwen3.8 Omni Flash |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.15 | $0.15 | Tie |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $1.50 | $0.47 | 🏆 Qwen: Qwen3.8 Omni Flash |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | Yes | Tie |
| Vision input Accepts image inputs alongside text. | Yes | Yes | Tie |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | Yes | Yes | Tie |
Frequently asked questions
Is Perceptron: Perceptron Mk1.5 better than Qwen: Qwen3.8 Omni Flash?
Qwen: Qwen3.8 Omni Flash wins on 2 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between Perceptron: Perceptron Mk1.5 and Qwen: Qwen3.8 Omni Flash?
Input: $0.15 vs $0.15 per 1M tokens. Output: $1.50 vs $0.47 per 1M tokens.
What context windows do Perceptron: Perceptron Mk1.5 and Qwen: Qwen3.8 Omni Flash support?
Perceptron: Perceptron Mk1.5 supports up to 37K tokens. Qwen: Qwen3.8 Omni Flash supports up to 1M tokens.
Do both Perceptron: Perceptron Mk1.5 and Qwen: Qwen3.8 Omni Flash support tool calling?
Perceptron: Perceptron Mk1.5: yes. Qwen: Qwen3.8 Omni Flash: yes.