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.
- Hy4 previewTencentRemove
- Transcribe 1 ProFish AudioRemove
- Gemini 3.1 Flash Lite Image (Google Vertex AI)GoogleRemove
- DeepSeek V4.1 Flash 1017
- Nemotron 3.5 Super VL (Free)
- Nemotron 3.5 Super VL
- Muse Spark Open
- Gemini 4 Argon
- Muse Wonder
- Gemini 3.1 Flash Lite Image (Google AI Studio)Enterprise & partner access
- Gemini 3.1 Flash Image (Google Vertex AI)Enterprise & partner access
| Attribute | Hy4 previewhy4-preview | Transcribe 1 Protranscribe-1-pro | Gemini 3.1 Flash Lite Image (Google Vertex AI)gemini-3.1-flash-lite-image-vertex |
|---|---|---|---|
| Pricing | |||
| Input | $0.834 / 1M | — Not priced per input token | — |
| Output | $2.50 / 1M | — Not priced per output token | — |
| Cache Write (5m) | $0.834 / 1M | Not applicable | Not applicable |
| Cache Write (1h) | $0.834 / 1M | Not applicable | Not applicable |
| Cache Read | $0.834 / 1M | Not applicable | Not applicable |
| Web Search | $0 / 1M | $0 / 1M | — |
| Request | — | — | $0.0336 / request |
| Billing | — | — | Pay Per Request |
| Context | |||
| Max context | 1M | N/A | N/A |
| Max output | N/A | N/A | N/A |
| Capabilities | |||
| Vision | Yes | No | Yes |
| Function Calling | Yes | No | No |
| JSON Mode | Yes | No | No |
| Streaming | Yes | No | No |
| Catalogue | |||
| Provider | Tencent | Fish Audio | |
| Category | chat | voice | image |
| Charge type | Pay As You Go | Pay As You Go | Pay Per Request |
| Released | — | 2026-09-24 | — |
| Description | |||
| Summary | 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. | Gemini 3.1 Flash Lite Image served from Google Vertex AI. Billed per image at US$0.0336. Call it through /v1/chat/completions with stream set to false; the image is returned in the message content as a base64 data URI. Maximum output resolution is 1K. A request for a larger size returns a 1K image with the same aspect ratio at the same price. When a size is reduced, the response carries an X-Image-Resolution-Capped header with the requested and delivered size. |