- 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 587 public model records and was synchronized Sep 11, 2026, 6:27 AM 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
- audio
- file
- image
- speech
- structured
- text
- tools
- transcription
High-context listed models to evaluate next
- Google: Gemini 3.8 FlashGemini 3.8 Flash is Google's most intelligent Flash model with significant gains from 3.7 Flash across software engineering, agentic tasks, and multi-step reasoning.
- Google: Gemini 3.8 Flash (batch)Gemini 3.8 Flash is Google's most intelligent Flash model with significant gains from 3.7 Flash across software engineering, agentic tasks, and multi-step reasoning.
- Google: Gemini 3.7 FlashGemini 3.7 Flash is a multimodal model from Google for fast agentic workflows, coding, and complex multi-step reasoning. It is designed for tasks that require responsive performance and reliable multi-step...
- Google: Gemini 3.7 Flash (batch)Gemini 3.7 Flash is a multimodal model from Google for fast agentic workflows, coding, and complex multi-step reasoning. It is designed for tasks that require responsive performance and reliable multi-step...
- SpaceXAI: Grok 4.20 Multi-AgentGrok 4.20 Multi-Agent is a variant of SpaceXAI’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...
- SpaceXAI: Grok 4.20Grok 4.20 is a reasoning model from SpaceXAI with industry-leading speed and agentic tool calling capabilities. It combines the lowest hallucination rate on the market with strict prompt adherance, delivering...
- SpaceXAI: Grok 4.3Grok 4.3 is a reasoning model from SpaceXAI. It accepts text and image inputs with text output, and is suited for agentic workflows, instruction-following tasks, and applications requiring high factual...
- SpaceXAI: Grok 4.3 (batch)Grok 4.3 is a reasoning model from SpaceXAI. It accepts text and image inputs with text output, and is suited for agentic workflows, instruction-following tasks, and applications requiring high factual...
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.
