Compare models
Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.
- Muse Spark OpenMetaRemove
- GPT-6 AstraOpenAIRemove
- Perceptron Mk1.5PerceptronRemove
- mai-ds-r1:freeNot in the catalogueRemove
4 is the maximum. Remove one to add another.
| Attribute | Muse Spark Openmuse-spark-open | GPT-6 Astragpt-6-astra | Perceptron Mk1.5perceptron-mk1.5 | mai-ds-r1:freeNot in the catalogue |
|---|---|---|---|---|
| Pricing | ||||
| Input | $1.25 / 1M | $10.00 / 1M | $0.15 / 1M | — |
| Output | $4.25 / 1M | $50.00 / 1M | $1.50 / 1M | — |
| Cache Write (5m) | $1.25 / 1M | $10.00 / 1M | $0.15 / 1M | — |
| Cache Write (1h) | $1.25 / 1M | $10.00 / 1M | $0.15 / 1M | — |
| Cache Read | $1.25 / 1M | $10.00 / 1M | $0.15 / 1M | — |
| Web Search | $0 / 1M | $0 / 1M | $0 / 1M | — |
| Context | ||||
| Max context | 1M | 1M | 36.9K | — |
| Max output | N/A | N/A | N/A | — |
| Capabilities | ||||
| Vision | Yes | Yes | No | — |
| Function Calling | Yes | Yes | No | — |
| JSON Mode | Yes | Yes | No | — |
| Streaming | Yes | Yes | Yes | — |
| Catalogue | ||||
| Provider | Meta | OpenAI | Perceptron | — |
| Category | chat | chat | chat | — |
| Charge type | Pay As You Go | Pay As You Go | Pay As You Go | — |
| Released | — | — | 2026-09-25 | — |
| Description | ||||
| Summary | Muse Spark Open is an open-weight, coding-optimized model designed for agentic software engineering workflows. It delivers strong first-attempt accuracy, reliable tool calling, and deep codebase understanding, enabling effective development across real-world repositories. Optimized for autonomous coding agents, complex code navigation, and tool-driven development, Muse Spark Open is well suited for software engineering automation, debugging, code generation, and multi-step coding workflows where accuracy and reliable execution are essential. | GPT-6 Astra is OpenAI's flagship model for demanding end-to-end professional work, designed for advanced analysis, software engineering, deep research, scientific tasks, and document creation. It is particularly strong in long-horizon agentic workflows, including tasks that require sustained reasoning, tool orchestration, and computer and browser use, making it well suited for complex autonomous workflows and production-grade knowledge work. | Perceptron Mk1.5 chat model that accepts audio input. Audio and text input are billed per token. | — |