- file
- image
- structured
- text
- tools
Choose the provider route that fits the workload, not a generic brand ranking
Choose based on the model behavior and provider ecosystem your workflow needs, not a generic provider ranking
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
- audio
- embeddings
- file
- image
- speech
- structured
- text
- tools
High-context listed models to evaluate next
- Anthropic: Claude Sonnet 5Sonnet 5 is Anthropic's most capable Sonnet-class model, with frontier performance across coding, agents, and professional work. It supports adaptive thinking with selectable reasoning effort levels (low, medium, high, max,...
- Anthropic: Claude Fable 5Claude Fable 5 is a Mythos-class model from Anthropic, built for autonomous knowledge work and coding. It supports text, image, and file inputs with text output, with reasoning support and...
- Anthropic: Claude Opus 4.8 (Fast)Fast-mode variant of [Opus 4.8](/anthropic/claude-opus-4.8) - identical capabilities with higher output speed at 2x pricing relative to regular Opus 4.8. Learn more in Anthropic's docs: https://platform.claude.com/docs/en/build-with-claude/fast-mode
- Anthropic: Claude Opus 4.8Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...
- 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...
How to make the provider decision
Is Anthropic or Google better for research?
Research workloads need enough context, strong analytical behavior, and a price point that fits the volume of source processing. Compare those live signals here before choosing.
How should I evaluate Claude and Gemini candidates?
Start with the specific models, then compare their context, capability support, and route cost. This provider page is a starting point rather than a substitute for a model-level test.
