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
- mai-ds-r1:freeNot in the catalogueRemove
- Hy4 previewTencentRemove
- Transcribe 1 ProFish AudioRemove
4 is the maximum. Remove one to add another.
| Attribute | Muse Spark Openmuse-spark-open | mai-ds-r1:freeNot in the catalogue | Hy4 previewhy4-preview | Transcribe 1 Protranscribe-1-pro |
|---|---|---|---|---|
| Pricing | ||||
| Input | $1.25 / 1M | — | $0.834 / 1M | — Not priced per input token |
| Output | $4.25 / 1M | — | $2.50 / 1M | — Not priced per output token |
| Cache Write (5m) | $1.25 / 1M | — | $0.834 / 1M | Not applicable |
| Cache Write (1h) | $1.25 / 1M | — | $0.834 / 1M | Not applicable |
| Cache Read | $1.25 / 1M | — | $0.834 / 1M | Not applicable |
| Web Search | $0 / 1M | — | $0 / 1M | $0 / 1M |
| Context | ||||
| Max context | 1M | — | 1M | N/A |
| 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 | No |
| Catalogue | ||||
| Provider | Meta | — | Tencent | Fish Audio |
| Category | chat | — | chat | voice |
| Charge type | Pay As You Go | — | Pay As You Go | Pay As You Go |
| Released | — | — | — | 2026-09-24 |
| 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. | — | Tencent Hy4 Preview is a Mixture-of-Experts (MoE) model from Tencent, featuring 770B total parameters with 49B activated per token. It is designed for coding agents, complex tool-driven workflows, and professional productivity tasks that require strong planning and reliable execution. Optimized for context continuity and sustained multi-step work, Hy4 Preview is well suited for long-horizon coding, agentic automation, tool orchestration, and complex real-world workflows. | Fish Audio Transcribe 1 Pro speech-to-text with speaker labels; transcripts include speaker tags such as <|speaker:0|>. Billed per second of audio. |