- audio
- embeddings
- file
- image
- speech
- structured
- text
- tools
Choose the provider route that fits the workload, not a generic brand ranking
Use context requirements as a primary filter for large document, repository, and transcript workflows
Catalog-backed, not a static price sheet
TVP refreshes this page from the live OpenRouter model catalog. This render used 428 public model records and was synchronized Jul 14, 2026, 9:33 PM UTC. Pricing, availability, and context values can change.
Verify the exact route before sending production traffic, then use the linked model and provider pages as the source for current values. Read the TVP data methodology.
Current provider inventory at a glance
- file
- image
- speech
- structured
- text
- tools
- video
High-context listed models to evaluate next
- Google: Gemini 3.1 Pro Preview Custom ToolsGemini 3.1 Pro Preview Custom Tools is a variant of Gemini 3.1 Pro that improves tool selection behavior by preventing overuse of a general bash tool when more efficient third-party...
- Google: Gemini 3.5 FlashGemini 3.5 Flash is Google's high-efficiency multimodal model, bringing near-Pro level coding and reasoning at Flash-tier cost and speed. It is highly optimized for coding proficiency and parallel agentic execution...
- Google: Gemini 3.1 Flash LiteGemini 3.1 Flash Lite is Google’s GA high-efficiency multimodal model optimized for low-latency, high-volume workloads. It supports text, image, video, audio, and PDF inputs, and is designed for lightweight agentic...
- Google: Lyria 3 Pro PreviewFull-length songs are priced at $0.08 per song. Lyria 3 is Google's family of music generation models, available through the Gemini API. With Lyria 3, you can generate high-quality, 48kHz...
- xAI: Grok 4.20 Multi-AgentGrok 4.20 Multi-Agent is a variant of xAI’s Grok 4.20 designed for collaborative, agent-based workflows. Multiple agents operate in parallel to conduct deep research, coordinate tool use, and synthesize information...
- xAI: Grok 4.20Grok 4.20 is a reasoning model from xAI with industry-leading speed and agentic tool calling capabilities. It combines the lowest hallucination rate on the market with strict prompt adherance, delivering...
- xAI: Grok 4.3Grok 4.3 is a reasoning model from xAI. It accepts text and image inputs with text output, and is suited for agentic workflows, instruction-following tasks, and applications requiring high factual...
- xAI: Grok 4.5Grok 4.5 is SpaceXAI's smartest model with frontier performance on coding, knowledge work, and STEM.
How to make the provider decision
Is Google or xAI better for long-context prompts?
The answer depends on the current model candidates and your prompt shape. Compare listed context limits and test the models with representative large inputs.
Why compare these providers instead of only one model pair?
Provider-level comparison helps teams see the available route depth and fallback options before they narrow down to a specific model head-to-head.
